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publicationclassificationlabeling\n\n[![Build main branch](https://github.com/CWTSLeiden/publicationclassificationlabeling/actions/workflows/build-main.yml/badge.svg)](https://github.com/CWTSLeiden/publicationclassificationlabeling/actions/workflows/build-main.yml)\n[![License: MIT](https://badgen.net/github/license/CWTSLeiden/publicationclassificationlabeling?label=License\u0026color=yellow)](https://github.com/CWTSLeiden/publicationclassificationlabeling/blob/main/LICENSE)\n[![Latest release](https://badgen.net/github/release/CWTSLeiden/publicationclassificationlabeling?label=Release)](https://github.com/CWTSLeiden/publicationclassificationlabeling/releases)\n[![Maven Central version](https://badgen.net/maven/v/maven-central/nl.cwts/publicationclassificationlabeling)](https://central.sonatype.com/artifact/nl.cwts/publicationclassificationlabeling)\n[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.10552263.svg)](https://doi.org/10.5281/zenodo.10552263)\n\n## Introduction\n\nThis Java package can be used to obtain labels for clusters of scientific publications. These clusters can be created using the publicationclassification package.\n\nLabels are obtained based on the titles of a sample of publications in each cluster. The package uses OpenAI GPT language models. It supports the [GPT-3.5 and Updated GPT-3.5 Turbo models](https://platform.openai.com/docs/models/gpt-3-5) as well as the [GPT-4 and GPT-4 Turbo models](https://platform.openai.com/docs/models/gpt-4-and-gpt-4-turbo).\n\nThe publicationclassificationlabeling package was developed by [Nees Jan van Eck](https://orcid.org/0000-0001-8448-4521) at the [Centre for Science and Technology Studies (CWTS)](https://www.cwts.nl) at [Leiden University](https://www.universiteitleiden.nl/en).\n\n## Documentation\n\nDocumentation of the source code of publicationclassificationlabeling is provided in the code in `javadoc` format. The documentation is also available in a [compiled format](https://CWTSLeiden.github.io/publicationclassificationlabeling).\n\n## Installation\n\n### Maven\n\n```\n\u003cdependency\u003e\n    \u003cgroupId\u003enl.cwts\u003c/groupId\u003e\n    \u003cartifactId\u003epublicationclassificationlabeling\u003c/artifactId\u003e\n    \u003cversion\u003e1.0.0\u003c/version\u003e\n\u003c/dependency\u003e\n```\n\n### Gradle\n\n```\nimplementation group: 'nl.cwts', name: 'publicationclassificationlabeling', version: '1.0.0'\n```\n\n## Usage\n\nThe publicationclassificationlabeling package requires Java 8 or higher. The latest version of the package is available as a pre-compiled `jar` file on [Maven Central](https://central.sonatype.com/artifact/nl.cwts/publicationclassificationlabeling) and [GitHub Packages](https://github.com/CWTSLeiden/publicationclassificationlabeling/packages).\nInstructions for compiling the source code of the package are provided [below](#development-and-deployment).\n\nUse the command-line tool `PublicationClassificationLabelingCreator` to obtain cluster labels. The tool can be run as follows:\n\n```\njava -cp publicationclassificationlabeling-1.0.0.jar nl.cwts.publicationclassificationlabeling.PublicationClassificationLabelingCreator\n```\n\nIf no further arguments are provided, the following usage notice will be displayed:\n\n```\nPublicationClassificationLabelingCreator version 1.0.0\nBy Nees Jan van Eck\nCentre for Science and Technology Studies (CWTS), Leiden University\n\nUsage: PublicationClassificationLabelingCreator\n\t\u003cpub_titles_file\u003e \u003clabel_file\u003e\n\t\u003capi_key\u003e \u003cgpt_model\u003e \u003cprint_labeling\u003e\n\t\t(to create a publication classification labeling based on data in text files)\n\n   or  PublicationClassificationLabelingCreator\n\t\u003cserver\u003e \u003cdatabase\u003e \u003cpub_titles_table\u003e \u003clabel_table\u003e\n\t\u003capi_key\u003e \u003cgpt_model\u003e \u003cprint_labeling\u003e\n\t\t(to create a publication classification labeling based on data in an SQL Server database)\n\nArguments:\n\u003cpub_titles_file\u003e\n\tName of the publication titles input file. This text file must contain two tab-separated \n\tcolumns (without a header line): a column of cluster numbers and a column of publication \n\ttitles. The cluster numbers in the first column must be integers starting at zero. The \n\tpublication titles in the second column (e.g., the titles of a sample of 100 publications) \n\tmust be concatenated into a single string. The lines in the file must be sorted by the \n\tcluster numbers in the first column.\n\u003clabel_file\u003e\n\tName of the labels output file. This text file will contain six tab-separated columns \n\t(without a header line): a column of cluster numbers, a column of short labels, a column \n\tof long labels, a column of keywords, a column of descriptions, and a column of Wikipedia \n\tpage links. Cluster numbers are integers starting at zero.\n\u003cserver\u003e\n\tSQL Server server name. A connection will be made using integrated authentication.\n\u003cdatabase\u003e\n\tDatabase name.\n\u003cpub_titles_table\u003e\n\tName of the publication titles input table. This table must have two columns: cluster_no \n\tand pub_titles. The cluster numbers in the first column must be integers starting at zero. \n\tThe publication titles in the second column (e.g., the titles of a sample of 100 \n\tpublications) must be concatenated into a single string.\n\u003clabel_table\u003e\n\tName of the labels output table. This table will have six columns: cluster_no, \n\tshort_label, long_label, keywords, summary, and wikipedia_url. Cluster numbers are \n\tintegers starting at zero.\n\u003capi_key\u003e\n\tOpenAI API key.\n\u003cgpt_model\u003e\n\tOpenAI GPT model. The models supported are: 'gpt-4-1106-preview', 'gpt-4', \n\t'gpt-3.5-turbo-1106', and 'gpt-3.5-turbo'.\n\u003cprint_labeling\u003e\n\tBoolean indicating whether the generated publication classification labeling should be \n\tprinted to the standard output or not.\n```\n\n### Example\n\nThe following example illustrates the use of the `PublicationClassificationLabelingCreator` tool. Suppose you have a text file `cluster_pub_titles.txt`:\n\n```\n0\tThe link-prediction problem for social networks | Twitter Power: Tweets as Electronic Word of Mouth | Sentiment in Short Strength Detection Informal Text | Usage patterns of collaborative tagging systems | Effects of extrinsic and intrinsic motivation on employee knowledge sharing intentions | A Survey of Modern Authorship Attribution Methods | What is user engagement? A conceptual framework for defining user engagement with technology | The wisdom hierarchy: representations of the DIKW hierarchy | Sentiment Strength Detection for the Social Web | Network embeddedness and the exploration of novel technologies: Technological distance, betweenness centrality and density | Making sense of credibility on the web: Models for evaluating online information and recommendations for future research | Believe it or not: Factors influencing credibility on the Web | The dark side of information: overload, anxiety and other paradoxes and pathologies | Searching the Web: The public and their queries | Sentiment in Twitter Events | Judgment of information quality and cognitive authority in the Web | Information and digital literacies: A review of concepts | The Development and Evaluation of a Survey to Measure User Engagement | Knowledge sharing, absorptive capacity, and innovation capability: an empirical study of Taiwan's knowledge-intensive industries | Sentiment analysis: A combined approach | Twitter Use by the US Congress | A framework for authorship identification of Online messages: Writing-style features and classification techniques | Computational Methods in Authorship Attribution | Conceptual approaches for defining data, information, and knowledge | Domain analysis in information science - Eleven approaches - traditional as well as innovative | Knowledge integration in virtual teams: The potential role of KMS | A model of information practices in accounts of everyday-life information seeking | What are communities of practice? A comparative review of four seminal works | E-mail interviewing in qualitative research: A methodological discussion | A review of Web searching studies and a framework for future research | Serendipity and information seeking: an empirical study | The concept of relevance in IR | Development of measures of online privacy concern and protection for use on the Internet | Patterns and Dynamics of Users' Behavior and Interaction: Network Analysis of an Online Community | Earlier web usage statistics as predictors of later citation impact | A feature selection model based on genetic rank aggregation for text sentiment classification | A framework for information quality assessment | Toward a theory of network gatekeeping: A framework for exploring information control | Trustworthiness in mHealth Information Services: An Assessment of a Hierarchical Model with Mediating and Moderating Effects Using Partial Least Squares (PLS) | Social networks, gender, and friending: An analysis of MySpace member profiles | \"Isms\" in information science: constructivism, collectivism and constructionism | The effects of domain knowledge on search tactic formulation | Information grounds and the use of need-based services by immigrants in Queens, New York: A context-based, outcome evaluation approach | Information quality work organization in Wikipedia | An investigation of critical management issues in ERP implementation: emperical evidence from Canadian organizations | Epistemology and the socio-cognitive perspective in information science | Data Mining Emotion in Social Network Communication: Gender Differences in MySpace | Text mining: Generating hypotheses from MEDLINE | Aspect-based sentiment analysis of movie reviews on discussion boards | Explaining knowledge sharing in organizations through the dimensions of social capital | Ontology-based information extraction: An introduction and a survey of current approaches | Relevance: A Review of the literature and a framework for thinking on the notion in information science. Part III: Behavior and effects of relevance | News cues: Information scent and cognitive heuristics | Conceptual framework for tasks in information studies | A statistical interpretation of term specificity and its application in retrieval | A theory of the task-based information retrieval process: A summary and generalisation of a longitudinal study | Knowledge management and the dynamic nature of knowledge | Relevance: A review of the literature and a framework for thinking on the notion in information science. Part II: Nature and manifestations of relevance | The knowledge pyramid: a critique of the DIKW hierarchy | The factors influencing members' continuance intentions in professional virtual communities - a longitudinal study | Modeling the information-seeking behavior of social scientists: Ellis's study revisited | OCA: Opinion Corpus for Arabic | An ensemble scheme based on language function analysis and feature engineering for text genre classification | Motivations for sharing information and social support in social media: A comparative analysis of Facebook, Twitter, Delicious, YouTube, and Flickr | A nonlinear model of information-seeking behavior | The folksonomy tag cloud: when is it useful? | Developing the information literacy self-efficacy scale | The Effect of Social Network Sites on Adolescents' Social and Academic Development: Current Theories and Controversies | Trust in digital information | Input-friendliness: motivating knowledge sharing across intranets | Using concepts in literature-based discovery: Simulating Swanson's Raynaud-fish oil and migraine-magnesium discoveries | Information literacy landscapes: an emerging picture | Methods for identifying versioned and plagiarized documents | Absorptive capacity and the reach of collaboration in high technology small firms | Beyond vandalism: Wikipedia trolls | Cognitive styles and hypermedia navigation: Development of a learning model | Eye tracking and online search: Lessons learned and challenges ahead | Human information behavior: Integrating diverse approaches and information use | What's Skill Got to Do With It?: Information Literacy Skills and Self-Views of Ability Among First-year College Students | Antecedents and Effects of Social Network Fatigue | The Characteristics and Motivations of Health Answerers for Sharing Information, Knowledge, and Experiences in Online Environments | Hip and Trendy: Characterizing Emerging Trends on Twitter | Social Media and Migration: Virtual Community 2.0 | Understanding the sustainability of a virtual community: model development and empirical test | Connecting with new information landscapes: information literacy practices of refugees | Information and information sources in tasks of varying complexity | Can organizational knowledge capabilities affect knowledge sharing behavior? | Understanding seeking from electronic knowledge repositories: An empirical study | Children's use of the Yahooligans! Web search engine: II. Cognitive and physical behaviors on research tasks | Toward an epistemology of Wikipedia | Children's use of the yahooligans! - Web search engine. III. Cognitive and physical behaviors on fully self-generated search tasks | Testing an Integrative Theoretical Model of Knowledge-Sharing Behavior in the Context of Wikipedia | Sentiment Analysis of Chinese Documents: From Sentence to Document Level | Framing information literacy as information practice: site ontology and practice theory | A graph model for e-commerce recommender systems | Formal knowledge management ontology: Conduct, activities, resources, and influences | Filtering and withdrawing: strategies for coping with information overload in everyday contexts | Understanding consumer trust in Internet shopping: A multidisciplinary approach | Fundamental forms of information | Quality of health information for consumers on the web: A systematic review of indicators, criteria, tools, and evaluation results\n1\tThe journal coverage of Web of Science and Scopus: a comparative analysis | What do citation counts measure? A review of studies on citing behavior | A review of the literature on citation impact indicators | Performance-based university research funding systems | Bibliometric monitoring of research performance in the social sciences and the humanities: A review | Fatal attraction: Conceptual and methodological problems in the ranking of universities by bibliometric methods | Bias in peer review | Industry funding and university professors' research performance | Measuring contextual citation impact of scientific journals | A new approach to the metric of journals' scientific prestige: The SJR indicator | Factors affecting number of citations: a comprehensive review of the literature | A new methodology for constructing a publication-level classification system of science | What do we know about the h index? | University research evaluation and funding: An international comparison | Betweenness centrality as an indicator of the interdisciplinarity of scientific journals | How journal rankings can suppress interdisciplinary research: A comparison between Innovation Studies and Business \u0026 Management | Impact of bibliometrics upon the science system: Inadvertent consequences? | Universities and regional economic development: The entrepreneurial University of Waterloo | Comparing alternatives to the Web of Science for coverage of the social sciences' literature | Finding scientific gems with Google's PageRank algorithm | Benchmarking scientific output in the social sciences and humanities: The limits of existing databases | Journal status | Explaining Australia's increased share of ISI publications - the effects of a funding formula based on publication counts | Towards a new crown indicator: Some theoretical considerations | University research funding and publication performance-An international comparison | The Leiden ranking 2011/2012: Data collection, indicators, and interpretation | Scholarly Use of Social Media and Altmetrics: A Review of the Literature | PageRank for Ranking Authors in Co-citation Networks | Entrepreneurial transformations in the Swedish University system: the case of Chalmers University of Technology | Disambiguation and co-authorship networks of the US patent inventor database (1975-2010) | Comparing keywords plus of WOS and author keywords: A case study of patient adherence research | Scopus as a curated, high-quality bibliometric data source for academic research in quantitative science studies | A further step forward in measuring journals' scientific prestige: The SJR2 indicator | Organizational and institutional influences on creativity in scientific research | Evaluation practices and effects of indicator use-a literature review | Visualizing the intellectual structure and evolution of innovation systems research: a bibliometric analysis | The place of serials in referencing practices: Comparing natural sciences and engineering with social sciences and humanities | Lifting the crown-citation z-score | History of the journal impact factor: Contingencies and consequences | Benchmarking international scientific excellence: Are highly cited research papers an appropriate frame of reference? | The publishing delay in scholarly peer-reviewed journals | Comparing university rankings | Funding incentives, collaborative dynamics and scientific productivity: Evidence from the EU framework program | Which Type of Citation Analysis Generates the Most Accurate Taxonomy of Scientific and Technical Knowledge? | Rickety numbers: Volatility of university rankings and policy implications | Towards a new crown indicator: an empirical analysis | Bibliometrics to webometrics | Gender differences in grant peer review: A meta-analysis | Modifying the journal impact factor by fractional citation weighting: The audience factor | Authors as citers over time | Research collaboration and research output: A longitudinal study of 65 biomedical scientists in a New Zealand university | Extending citation analysis to non-source items | The application of bibliometric analyses in the evaluation of social science research. Who benefits from it, and why it is still feasible | The weakening relationship between the impact factor and papers' citations in the digital age | Relativity of citation performance and excellence measures: From cross-field to cross-scale effects of field-normalisation | Grand challenges in altmetrics: heterogeneity, data quality and dependencies | How do you define and measure research productivity? | Better late than never? On the chance to become highly cited only beyond the standard bibliometric time horizon | Problems of Citation Analysis: A Study of Uncited and Seldom-Cited Influences | Measuring Academic Influence: Not All Citations Are Equal | Turning the Tables on Citation Analysis One More Time: Principles for Comparing Sets of Documents | Publish or impoverish An investigation of the monetary reward system of science in China (1999-2016) | Building global-class universities: Assessing the impact of the 985 Project | A Heuristic Approach to Author Name Disambiguation in Bibliometrics Databases for Large-Scale Research Assessments | Field-normalized citation impact indicators and the choice of an appropriate counting method | Caveats for the journal and field normalizations in the CWTS (\"Leiden\") evaluations of research performance | How are New Citation-Based Journal Indicators Adding to the Bibliometric Toolbox? | The use of percentiles and percentile rank classes in the analysis of bibliometric data: Opportunities and limits | Characteristics of research output in social sciences and humanities: From a research evaluation perspective | Using altmetrics for assessing research impact in the humanities | Should you believe in the Shanghai ranking? | A Bibliometric Classificatory Approach for the Study and Assessment of Research Performance at the Individual Level: The Effects of Age on Productivity and Impact | Modeling the invisible college | Citations to scientific articles: Its distribution and dependence on the article features | Content-based citation analysis: The next generation of citation analysis | Evaluating research: from informed peer review to bibliometrics | Does knowledge diffusion between university and industry increase innovativeness? | ORCID: a system to uniquely identify researchers | National-scale research performance assessment at the individual level | Scopus's Source Normalized Impact per Paper (SNIP) Versus a Journal Impact Factor Based on Fractional Counting of Citations | Is the United States losing ground in science? A global perspective on the world science system | Comparative study of international academic rankings of universities | Alternative metrics in scientometrics: a meta-analysis of research into three altmetrics | Some modifications to the SNIP journal impact indicator | How to evaluate individual researchers working in the natural and life sciences meaningfully? A proposal of methods based on percentiles of citations | Integrated Impact Indicators Compared With Impact Factors: An Alternative Research Design With Policy Implications | Second generation science parks: from structural holes jockeys to social capital catalysts of the knowledge society | Publication patterns in the social sciences and humanities: evidence from eight European countries | Signals in science - On the importance of signaling in gaining attention in science | On the calculation of percentile-based bibliometric indicators | Methodi Ordinatio: a proposed methodology to select and rank relevant scientific papers encompassing the impact factor, number of citation, and year of publication | Blind men and elephants: What do citation summaries tell us about a research article? | Early citation counts correlate with accumulated impact | Modifying publication practices in response to funding formulas | Population modeling of the emergence and development of scientific fields | Advanced indicators of productivity of universities. An application of robust nonparametric methods to Italian data | Further steps towards an ideal method of measuring citation performance: The avoidance of citation (ratio) averages in field-normalization | On development of fractional calculus during the last fifty years | Assessing the Citation Impact of Books: The Role of Google Books, Google Scholar, and Scopus | A probabilistic similarity metric for Medline records: A model for author name disambiguation\n2\tSocial network analysis: a powerful strategy, also for the information sciences | Google Scholar, Scopus and the Web of Science: a longitudinal and cross-disciplinary comparison | The bibliometric analysis of scholarly production: How great is the impact? | Understanding inverse document frequency: on theoretical arguments for IDF | Negative results are disappearing from most disciplines and countries | Network structure, self-organization, and the growth of international collaboration in science | National characteristics in international scientific co-authorship relations | The literature of bibliometrics, scientometrics, and informetrics | Eco-innovation and new product development: understanding the influences on market performance | Journal impact measures in bibliometric research | Demand-pull, technology-push, and government-led incentives for non-incremental technical change | The emergence of China as a leading nation in science | What is an emerging technology? | R\u0026D collaboration by SMEs: new opportunities and limitations in the face of globalisation | Research collaboration at a distance: Changing spatial patterns of scientific collaboration within Europe | Hyperauthorship: A postmodern perversion or evidence of a structural shift in scholarly communication practices? | Language biases in the coverage of the Science Citation Index and its consequences for international comparisons of national research performance | Applying Centrality Measures to Impact Analysis: A Coauthorship Network Analysis | What do we measure by co-authorships? | Factors associated with disciplinary and interdisciplinary research collaboration | Impact factor: outdated artefact or stepping-stone to journal certification? | Taiwan's National Health Insurance Research Database: administrative health care database as study object in bibliometrics | Towards an explanatory and computational theory of scientific discovery | A comparison of Scopus and Web of Science for a typical university | International collaboration in science and the formation of a core group | Scientific collaboration and endorsement: Network analysis of coauthorship and citation networks | An evolutionary model of continuous improvement behaviour | Initiatives to promote commercialization of university knowledge | Mapping World Scientific Collaboration: Authors, Institutions, and Countries | Betweenness centrality as a driver of preferential attachment in the evolution of research collaboration networks | Advantages and limitations in the use of impact factor measures for the assessment of research performance in a peripheral country | Team size matters: Collaboration and scientific impact since 1900 | Identifying emerging topics in science and technology | Science in Brazil. Part 1: A macro-level comparative study | Spatial scientometrics: Towards a cumulative research program | Bibliometrics and beyond: Some thoughts on web-based citation analysis | Double effort = Double impact? A critical view at international co-authorship in chemistry | Differences in Impact Factor Across Fields and Over Time | Patenting and US academic research in the 20th century: The world before and after Bayh-Dole | A cast of thousands: Coauthorship and subauthorship collaboration in the 20th century as manifested in the scholarly journal literature of psychology and philosophy | The evolving state-of-the-art in technology transfer research: Revisiting the contingent effectiveness model | Economics in Latin America: a bibliometric analysis | Caveats for the use of citation indicators in research and journal evaluations | External technology sourcing and innovation performance in LMT sectors: An analysis based on the Taiwanese Technological Innovation Survey | Web of Science as a data source for research on scientific and scholarly activity | Large-scale analysis of the accuracy of the journal classification systems of Web of Science and Scopus | Changing publication patterns in the Social Sciences and Humanities, 2000-2009 | The structure of scientific collaboration networks in Scientometrics | Gender and productivity differentials in science | Academic research in innovation: a country analysis | Intended and Unintended Consequences of a Publish-or-Perish Culture: A Worldwide Survey | The effect of scholar collaboration on impact and quality of academic papers | Six case studies of international collaboration in science | The evolution of research activity in Spain - The impact of the National Commission for the Evaluation of Research Activity (CNEAI) | The determinants of research output and impact: A study of Mexican researchers | Gender differences in scientific productivity: a persisting phenomenon? | On Predicting the Popularity of Newly Emerging Hashtags in Twitter | Mapping the intellectual structure of scientometrics: a co-word analysis of the journal Scientometrics (2005-2010) | The Impact Factor's Matthew Effect: A Natural Experiment in Bibliometrics | Investigating different types of research collaboration and citation impact: a case study of Harvard University's publications | On the Relationship Between Interdisciplinarity and Scientific Impact | Gender differences in research productivity: A bibliometric analysis of the Italian academic system | On the origins of bibliometrics | Factors Affecting Citation Rates of Research Articles | Africa's contribution to the worldwide research literature: New analytical perspectives, trends, and performance indicators | The rise in co-authorship in the social sciences (1980-2013) | Using patent analyses to monitor the technological trends in an emerging field of technology: a case of carbon nanotube field emission display | Measuring China's research performance using the Science Citation Index | An empirical analysis of the use of alphabetical authorship in scientific publishing | Sex differences in research funding, productivity and impact: an analysis of Quebec university professors | Statistical relationships between downloads and citations at the level of individual documents within a single journal | Community structure of the physical review citation network | A bibliometric chronicling of library and information science's first hundred years | Efficiency of European public higher education institutions: a two-stage multicountry approach | Are the contributions of China and Korea upsetting the world system of science? | Decline of the center: The decentralizing process of knowledge transfer of Chinese universities from 1985 to 2004 | Cooperation with public research institutions and success in innovation: Evidence from France and Germany | Research collaboration and R\u0026D outsourcing: Different R\u0026D personnel requirements in SMEs | Mapping research topics using word-reference co-occurrences: A method and an exploratory case study | Paradigms, citations, and maps of science: A personal history | The impact of multilevel networks on innovation | Do types of collaboration change citation? Collaboration and citation patterns of South African science publications | China's emerging presence in nanoscience and nanotechnology - A comparative bibliometric study of several nanoscience 'giants' | Publication rate expressed by age, gender and academic position - A large-scale analysis of Norwegian academic staff | The Decline in the Concentration of Citations, 1900-2007 | Correlation between the structure of scientific research, scientometric indicators and GDP in EU and non-EU countries | Emerging research fronts in science and technology: patterns of new knowledge development | Neo-colonialism and research collaboration in Central Africa | Modeling a century of citation distributions | Coverage and citation impact of oncological journals in the Web of Science and Scopus | Domain visualization using VxInsight (R) for science and technology management | Are Female Researchers Less Cited? A Large-Scale Study of Norwegian Scientists | Macro-level indicators of the relations between research funding and research output | Eigenfactor: Does the Principle of Repeated Improvement Result in Better Estimates than Raw Citation Counts? | Funding acknowledgement analysis: an enhanced tool to investigate research sponsorship impacts: the case of nanotechnology | Visible, less visible, and invisible work: Patterns of collaboration in 20th century chemistry | Co-citation, bibliographic coupling and a characterization of lattice citation networks | Power laws in citation distributions: evidence from Scopus | ENTRE-U: An entrepreneurial orientation scale for universities | Research emphasis and collaboration in Africa\n3\tThe sharing economy: Why people participate in collaborative consumption | How open is innovation? | One size fits all? Towards a differentiated regional innovation policy approach | Open innovation in SMEs: Trends, motives and management challenges | Open innovation: State of the art and future perspectives | Towards an integrated crowdsourcing definition | Determinants of environmental innovation - New evidence from German panel data sources | Forms of knowledge and modes of innovation | Who co-operates for innovation, and why - An empirical analysis | How open source software works: \"free\" user-to-user assistance | Measuring innovative performance: is there an advantage in using multiple indicators? | Cooperative R\u0026D and firm performance | Optimal cognitive distance and absorptive capacity | The importance of diverse collaborative networks for the novelty of product innovation | Open innovation in SMEs-An intermediated network model | How communities support innovative activities: an exploration of assistance and sharing among end-users | Environmental innovation and R\u0026D cooperation: Empirical evidence from Spanish manufacturing firms | Motivation of software developers in Open Source projects: an Internet-based survey of contributors to the Linux kernel | Co-operative R\u0026D: why and with whom? An integrated framework of analysis | Relationship between cooperation networks and innovation performance of SMEs | Innovation systems: analytical and methodological issues | Internal capabilities and external knowledge sources: complements or substitutes for innovative performance? | Determinants of innovation capability in small electronics and software firms in southeast England | Global production networks, knowledge diffusion, and local capability formation | The paradox of openness: Appropriability, external search and collaboration | Improvising firms: bricolage, account giving and improvisational competencies in the founding process | Who's right, Marshall or Jacobs? The localization versus urbanization debate | Lessons from innovation empirical studies in the manufacturing sector: A systematic review of the literature from 1993-2003 | Managing external knowledge flows: The moderating role of absorptive capacity | Community, joining, and specialization in open source software innovation: a case study | Innovation in the service sector: The demand for service-specific innovation measurement concepts and typologies | The digital transformation of innovation and entrepreneurship: Progress, challenges and key themes | R\u0026D cooperation and innovation activities of firms - evidence for the German manufacturing industry | Identifying innovation in surveys of services: a Schumpeterian perspective | On the drivers of eco-innovations: Empirical evidence from the UK | Selective revealing in open innovation processes: The case of embedded Linux | Market versus technology drive in R\u0026D internationalization: four different patterns of managing research and development | Profiting from innovation in the digital economy: Enabling technologies, standards, and licensing models in the wireless world | Modelling the innovation value chain | Towards an open R\u0026D system: Internal R\u0026D investment, external knowledge acquisition and innovative performance | Sectoral patterns of small firm innovation, networking and proximity | Innovative capability and export performance of Chinese firms | Benefits, obstacles, and future of six sigma approach | Profiting from voluntary information spillovers: how users benefit by freely revealing their innovations | Absorptive capacity and the search for innovation | Innovation and firm growth: Does firm age play a role? | Reflections on \"Profiting from Innovation\" | Collaborative networks and product innovation performance: Toward a contingency perspective | The industrial dynamics of Open Innovation - Evidence from the transformation of consumer electronics | Organizational innovation: The challenge of measuring non-technical innovation in large-scale surveys | Shopping motivations on Internet: A study based on utilitarian and hedonic value | Who cooperates on R\u0026D? | Do different types of innovation rely on specific kinds of knowledge interactions? | How user innovations become commercial products: A theoretical investigation and case study | Satisfying heterogeneous user needs via innovation toolkits: the case of Apache security software | The role of internationalization in explaining innovation performance | Technological paradigms, regimes and trajectories: Manufacturing and service industries in a new taxonomy of sectoral patterns of innovation | User-innovators and \"local\" information: The case of mountain biking | Innovation ecosystems: A critical examination | Knowledge, learning and small firm growth: A systematic review of the evidence | On the relationship between environmental management, environmental innovation and patenting: Evidence from German manufacturing firms | Innovation and export performance: evidence from the UK and German manufacturing plants | Mergers and acquisitions: Their effect on the innovative performance of companies in high-tech industries | Do public subsidies stimulate private R\u0026D spending? | Clusters, convergence, and economic performance | Innovation, collaboration and SMEs internal research capacities | Beyond formal R\u0026D: Taking advantage of other sources of innovation in low- and medium-technology industries | The impact of R\u0026D subsidies on firm innovation | The influence of scope, depth, and orientation of external technology sources on the innovative performance of Chinese firms | Absorptive capacity, technological opportunity, knowledge spillovers, and innovative effort | An investigation into the acceptance of online banking in Saudi Arabia | The impact of technological relatedness, prior ties, and geographical distance on university-industry collaborations: A joint-patent analysis | The impact of open innovation on firm performance: The moderating effects of internal R\u0026D and environmental turbulence | Survivor: The role of innovation in firms' survival | Organisational modes for Open Innovation in the bio-pharmaceutical industry: An exploratory analysis | Crowd science: The organization of scientific research in open collaborative projects | Access to finance for innovative SMEs since the financial crisis | Innovation, regional knowledge spillovers and R\u0026D cooperation | Characteristics of innovating users in a consumer goods field - An empirical study of sport-related product consumers | A man on the inside: Unlocking communities as complementary assets | R\u0026D, firm size and innovation: an empirical analysis | Absorptive capacity, its determinants, and influence on innovation output: Cross-cultural validation of the structural model | Targeting innovation and implications for capability development | Search patterns and absorptive capacity: Low- and high-technology sectors in European countries | The relationships between science, technologies and their industrial exploitation: An illustration through the myths and realities of the so-called 'European Paradox' | The open eco-innovation mode. An empirical investigation of eleven European countries | Building absorptive capacity to organise inbound open innovation in traditional industries | Innovation in times of crisis: National Systems of Innovation, structure, and demand | Internal factors determining a firm's innovative behaviour | Open service innovation and the firm's search for external knowledge | On the green and innovative side of trade competitiveness? The impact of environmental policies and innovation on EU exports | Building absorptive capacity to organise inbound open innovation in traditional industries | Innovation capacity and innovation development in small enterprises. A comparison between the manufacturing and service sectors | Innovation ecosystems: A conceptual review and a new definition | Linking emission trading to environmental innovation: Evidence from the Italian manufacturing industry | The impact of M\u0026A on the R\u0026D process - An empirical analysis of the role of technological- and market-relatedness | The relationship between technology, innovation, and firm performance - Empirical evidence from e-business in Europe | Firms' motivations for cooperative R\u0026D: an empirical analysis of Spanish firms | Managing open innovation projects with science-based and market-based partners | Relationships between open source software companies and communities: Observations from Nordic firms\n4\tAcademic engagement and commercialisation: A review of the literature on university-industry relations | Patents and innovation counts as measures of regional production of new knowledge | Assessing the impact of organizational practices on the relative productivity of university technology transfer offices: an exploratory study | University-industry linkages in the UK: What are the factors underlying the variety of interactions with industry? | Research groups as 'quasi-firms': the invention of the entrepreneurial university | The growth of patenting and licensing by US universities: an assessment of the effects of the Bayh-Dole act of 1980 | Why do some universities generate more start-ups than others? | Investigating the factors that diminish the barriers to university-industry collaboration | National systems of production, innovation and competence building | The economic benefits of publicly funded basic research: a critical review | Searching high and low: what types of firms use universities as a source of innovation? | Founders' human capital and the growth of new technology-based firms: A competence-based view | National Systems of Entrepreneurship: Measurement issues and policy implications | Critical junctures in the development of university high-tech spinout companies | Entrepreneurial orientation, technology transfer and spinoff performance of US universities | Why do academics engage with industry? The entrepreneurial university and individual motivations | 30 years after Bayh-Dole: Reassessing academic entrepreneurship | Does the knowledge spillover theory of entrepreneurship hold for regions? | Resources, capabilities, risk capital and the creation of university spin-out companies | Analysing knowledge transfer channels between universities and industry: To what degree do sectors also matter? | Incubator best practice: A framework | Experienced entrepreneurial founders, organizational capital, and venture capital funding | The role of academic technology transfer organizations in improving industry science links | Creating value in ecosystems: Crossing the chasm between, knowledge and business ecosystems | From the entrepreneurial university to the university for the entrepreneurial society | How effective are technology incubators? Evidence from Italy | Factors affecting university-industry R\u0026D projects: The importance of searching, screening and signalling | Knowledge interactions between universities and industry in Austria: sectoral patterns and determinants | Academics or entrepreneurs? Investigating role identity modification of university scientists involved in commercialization activity | The market economy, and the scientific commons | Inflationary bibliometric values: The role of scientific collaboration and the need for relative indicators in evaluative studies | Business incubators and new venture creation: an assessment of incubating models | Work organization and mental health problems in PhD students | Internationalization of innovation systems: A survey of the literature | Action-based entrepreneurship education | The development of an entrepreneurial university | When do incumbents learn from entrepreneurial ventures? Corporate venture capital and investing firm innovation rates | Networks of inventors and the role of academia: an exploration of Italian patent data | Innovation as co-evolution of scientific and technological networks: exploring tissue engineering | Innovation performance and channels for international technology spillovers: Evidence from Chinese high-tech industries | The creation of spin-off firms at public research institutions: Managerial and policy implications | University spin-out companies and venture capital | Firm size and technology centrality in industry-university interactions | The Evolution of Business Incubators: Comparing demand and supply of business incubation services across different incubator generations | Growth and productive efficiency of university intellectual property licensing | The Governance of University Knowledge Transfer: A Critical Review of the Literature | Mid-range universities' linkages with industry: Knowledge types and the role of intermediaries | Informetrics at the beginning of the 21st century - A review | Assessing the relative performance of UK university technology transfer offices: parametric and non-parametric evidence | Bottom-up versus top-down policies towards the commercialization of university intellectual property | Entrepreneurial finance and technology transfer | What motivates academic scientists to engage in research commercialization: 'Gold', 'ribbon' or 'puzzle'? | The role of academic inventors in entrepreneurial firms: sharing the laboratory life | Science Parks and the growth of new technology-based firms - academic-industry links, innovation and markets | University spillovers and new firm location | Understanding a new generation incubation model: The accelerator | A taste for science? PhD scientists' academic orientation and self-selection into research careers in industry | The Open Innovation Journey: How firms dynamically implement the emerging innovation management paradigm | Evolutionary approaches for sustainable innovation policies: From niche to paradigm? | Innovation speed: Transferring university technology to market | The impact of entrepreneurial capacity, experience and organizational support on academic entrepreneurship | Assessing technology incubator programs in the science park: the good, the bad and the ugly | Economic impact of entrepreneurial universities' activities: An exploratory study of the United Kingdom | The nature of academic entrepreneurship in the UK: Widening the focus on entrepreneurial activities | Technological innovation, energy efficient design and the rebound effect | Critical role and screening practices of European business incubators | Combining entrepreneurial and scientific performance in academia: towards a compounded and reciprocal Matthew-effect? | Complementary assets, strategic alliances, and the incumbent's advantage: an empirical study of industry and firm effects in the biopharmaceutical industry | A review of the literature on environmental innovation management in SMEs: implications for public policies | Exploring the knowledge filter: How entrepreneurship and university-industry relationships drive economic growth | A comparative study of new venture top management team composition, dynamics and performance between university-based and independent start-ups | Emergence and development of the National Innovation Systems concept | The expanding role of university patenting in the life sciences: assessing the importance of experience and connectivity | University-incubator firm knowledge flows: assessing their impact on incubator firm performance | In search of complementary assets: The determinants of alliance formation of high-tech start-ups | Determinants and consequences of university spinoff activity: a conceptual framework | R\u0026D cooperation and failures in innovation projects: Empirical evidence from French CIS data | The role of social embeddedness in professorial entrepreneurship: a comparison of electrical engineering and computer science at UC Berkeley and Stanford | Technology Business Incubation: An overview of the state of knowledge | Bias against novelty in science: A cautionary tale for users of bibliometric indicators | Science and the diffusion of knowledge | Ambidexterity, external knowledge and performance in knowledge-intensive firms | A review of TRIZ, and its benefits and challenges in practice | Public research institutions and economic catch-up | Incubator firm failure or graduation? The role of university linkages | Innovation indicators throughout the innovation process: An extensive literature analysis | Measuring the efficiency of university technology transfer | Knowledge management issues in knowledge-intensive SMEs | Venture capital financing and the growth of high-tech start-ups: Disentangling treatment from selection effects | Complements or substitutes? The role of universities and local context in supporting the creation of academic spin-offs | The effectiveness of university knowledge spillovers: Performance differences between university spinoffs and corporate spinoffs | Publication and patent behavior of academic researchers: Conflicting, reinforcing or merely co-existing? | Entrepreneurial effectiveness of European universities: An empirical assessment of antecedents and trade-offs | Understanding innovation in small and medium-sized enterprises: a process manifest | How effective is innovation support for SMEs? An analysis of the region of Upper Austria | A stage model of academic spin-off creation | Spinouts from academic institutions: a literature review with suggestions for further research | Engaging excellence? Effects of faculty quality on university engagement with industry | What enables rapid economic progress: What are the needed institutions? | Vertical alliance networks: The case of university-biotechnology-pharmaceutical alliance chains\n5\tGrowth rates of modern science: A bibliometric analysis based on the number of publications and cited references | Do \"altmetrics\" correlate with citations? Extensive comparison of altmetric indicators with citations from a multidisciplinary perspective | The Conundrum of Sharing Research Data | Reading behavior in the digital environment - Changes in reading behavior over the past ten years | Building an innovation hub: A case study of the transformation of university roles in regional technological and economic development | Do altmetrics point to the broader impact of research? An overview of benefits and disadvantages of altmetrics | An emerging view of scientific collaboration: Scientists' perspectives on collaboration and factors that impact collaboration | Tweeting Biomedicine: An Analysis of Tweets and Citations in the Biomedical Literature | How well developed are altmetrics? A cross-disciplinary analysis of the presence of 'alternative metrics' in scientific publications | Citation time window choice for research impact evaluation | Who publishes in \"predatory\" journals? | Do open access articles have greater citation impact? A critical review of the literature | High tech start-ups in University Science Park incubators: The relationship between the start-up's lifecycle progression and use of the incubator's resources | Coverage analysis of Scopus: A journal metric approach | Toward a basic framework for webometrics | Validating online reference managers for scholarly impact measurement | Peer review in a changing world: An international study measuring the attitudes of researchers | Evaluating altmetrics | Coverage and adoption of altmetrics sources in the bibliometric community | ResearchGate: Disseminating, Communicating, and Measuring Scholarship? | Big Data, Bigger Dilemmas: A Critical Review | Mendeley Readership Altmetrics for the Social Sciences and Humanities: Research Evaluation and Knowledge Flows | A study of open access journals using article processing charges | Social media use in the research workflow | Academia.edu: Social Network or Academic Network? | The citation advantage of open-access articles | Do Blog Citations Correlate With a Higher Number of Future Citations? Research Blogs as a Potential Source for Alternative Metrics | Automatic term identification for bibliometric mapping | The open access advantage considering citation, article usage and social media attention | Perspectives of webometrics | Programmed method: developing a toolset for capturing and analyzing tweets | Publication Fees in Open Access Publishing: Sources of Funding and Factors Influencing Choice of Journal | Professional networks, scientific collaboration, and publication productivity in resource-constrained research institutions in a developing country | Who Reads Research Articles? An Altmetrics Analysis of Mendeley User Categories | The effect of \"Open access\" on citation impact: An analysis of ArXiv's condensed matter section | Extracting macroscopic information from Web links | A topology of Twitter research: disciplines, methods, and ethics | What do people study when they study Twitter? Classifying Twitter related academic papers | Altmetrics: an analysis of the state-of-the-art in measuring research impact on social media | Altmetric: enriching scholarly content with article-level discussion and metrics | Tweets as impact indicators: Examining the implications of automated \"bot\" accounts on Twitter | Reasons for the use and non-use of electronic journals and databases - A domain analytic study in four scholarly disciplines | Enabled backchannel: conference Twitter use by digital humanists | A Material History of Bits | Web page change and persistence - A four-year longitudinal study | Bibliographic and web citations: What is the difference? | Examining the usage, citation, and diffusion patterns of bibliometric mapping software: A comparative study of three tools | Anatomy of Green Open Access | Scholarly use of the Web: What are the key inducers of links to journal Web sites? | Long-term variations in the aging of scientific literature: From exponential growth to steady-state science (1900-2004) | Can we use Google Scholar to identify highly-cited documents? | Evaluating Internet resources: Identity, affiliation, and cognitive authority in a networked world | Social web knowledge sharing and innovation performance in knowledge-intensive manufacturing SMEs | Predatory journals: Who publishes in them and why? | Authors and open access publishing | Conceptualizing documentation on the Web: An evaluation of different heuristic-based models for counting links between university Web sites | Web impact factors for Australasian universities | The Problem of Expertise in Knowledge Societies | Relationship between altmetric and bibliometric indicators across academic social sites: The case of CSIC's members | Duration and quality of the peer review process: the author's perspective | Does the arXiv lead to higher citations and reduced publisher downloads for mathematics articles? | Information seeking behavior of academic scientists | Scientific research activity and communication measured with cybermetrics indicators | Do highly cited researchers successfully use the social web? | Application of the Task-Technology Fit Model to Structure and Evaluate the Adoption of E-Books by Academics | Peer review: still king in the digital age | Validity of altmetrics data for measuring societal impact: A study using data from Altmetric and F1000Prime | The effect of the Web on undergraduate citation behavior 1996-1999 | Is multidisciplinary research more highly cited? A macrolevel study | Evidence for the existence of geographic trends in university Web site interlinking | Why do authors publish in predatory journals? | Web citation data for impact assessment: A comparison of four science disciplines | The direct and indirect impact of culture on innovation | Inside the high-tech black box: A critique of technology entrepreneurship policy | Mendeley Readership Altmetrics for Medical Articles: An Analysis of 45 Fields | Disciplinary differences and undergraduates' information-seeking behavior | F1000 Recommendations as a Potential New Data Source for Research Evaluation: A Comparison With Citations | Methods for estimating the size of Google Scholar | The role of online videos in research communication: A content analysis of YouTube videos cited in academic publications | National Study of Information Seeking Behavior of Academic Researchers in the United States | Localization of Web design: An empirical comparison of German, Japanese, and United States Web site characteristics | The hybrid model for open access publication of scholarly articles: A failed experiment? | The \"total cost of publication\" in a hybrid open-access environment: Institutional approaches to funding journal article-processing charges in combination with subscriptions | Managing knowledge through collaboration: multiple case studies of managing research in university laboratories in Thailand | Developments in Research Data Management in Academic Libraries: Towards an Understanding of Research Data Service Maturity | Institutional and individual factors affecting scientists' data-sharing behaviors: A multilevel analysis | Open Access and Scopus: A New Approach to Scientific Visibility From the Standpoint of Access | The relationship between tweets, citations, and article views for PLOS ONE articles | Do age and professional rank influence the order of authorship in scientific publications? Some evidence from a micro-level perspective | When are readership counts as useful as citation counts? Scopus versus Mendeley for LIS journals | Can Mendeley bookmarks reflect readership? A survey of user motivations | User Participation in an Academic Social Networking Service: A Survey of Open Group Users on Mendeley | Mapping Korea's national R\u0026D domain of robot technology by using the co-word analysis | Motivations for academic web site interlinking: evidence for the Web as a novel source of information on informal scholarly communication | Bibliometric Analysis using Bibliometrix an R Package | The role of the Internet in informal scholarly communication | Reading behaviour and electronic journals | A proposed ethical warrant for global knowledge representation and organization systems | Copyright compliance and infringement in ResearchGate full-text journal articles | Opening science: towards an agenda of open science in academia and industry\n6\tThe determinants of national innovative capacity | Citations, family size, opposition and the value of patent rights | Technology as a complex adaptive system: evidence from patent data | The product market and the market for \"ideas\": commercialization strategies for technology entrepreneurs | Entrepreneurial innovation: The importance of context | Innovation and firm growth in high-tech sectors: A quantile regression approach | Complexity, networks and knowledge flow | International patent protection: 1960-2005 | R\u0026D spillovers, patents and the incentives to innovate in Japan and the United States | The relative effectiveness of patents and secrecy for appropriation | Comparing innovation systems: a framework and application to China's transitional context | National innovation systems, capabilities and economic development | Beyond industry-university links: Sourcing knowledge for innovation from consultants, private research organisations and the public science-base | Social innovation research: An emerging area of innovation studies? | Characteristics of highly cited papers | Patent applications and subsequent changes of performance: evidence from time-series cross-section analyses on the firm level | Motives to patent: Empirical evidence from Germany | When is an invention really radical? Defining and measuring technological radicalness | Ownership and firm innovation in a transition economy: Evidence from China | Knowledge sharing, knowledge leaking and relative innovation performance: An empirical study | An audit of technological innovation capabilities in Chinese firms: some empirical findings in Beijing, China | Distributed R\u0026D, cross-regional knowledge integration and quality of innovative output | An approach to discovering new technology opportunities: Keyword-based patent map approach | Which resources matter the most to firm success? An exploratory study of resource-based theory | Academic patent quality and quantity before and after the Bayh-Dole act in the United States | The value of US patents by owner and patent characteristics | The impact on innovation performance of different sources of knowledge: Evidence from the UK Community Innovation Survey | Inventive progress measured by multi-stage patent citation analysis | Technology push and demand pull perspectives in innovation studies: Current findings and future research directions | Innovation studies-The emerging structure of a new scientific field | What hampers innovation? Revealed barriers versus deterring barriers | Collaboration and innovation: a review of the effects of mergers, acquisitions and alliances on innovation | The market for patents in Europe | The structure of invention | Detecting emerging research fronts based on topological measures in citation networks of scientific publications | Inventors and invention processes in Europe: Results from the PatVal-EU survey | The effect of external and internal factors on firms' product innovation | Patent citation analysis - A closer look at the basic input data from patent search reports | National innovative capacity in East Asia | Entrepreneurship: Exploring the knowledge base | The impact of innovation activities on firm performance using a multi-stage model: Evidence from the Community Innovation Survey 4 | Reconfiguring the innovation policy portfolios for Taiwan's SIP Mall industry | Improving patent valuations for management purposes - validating new indicators by analyzing application rationales | The internationalisation of technology analysed with patent data | Innovation: Exploring the knowledge base | China's regional innovation capacity in transition: An empirical approach | China's national innovative capacity | The innovation-economic growth nexus Global evidence | Applicant and examiner citations in US patents: An overview and analysis | Innovation assessment through patent analysis | A tale of two databases: the use of Web of Science and Scopus in academic papers | Web of Science use in published research and review papers 1997-2017: a selective, dynamic, cross-domain, content-based analysis | Does it matter where patent citations come from? Inventor vs. examiner citations in European patents | The technological origins of radical inventions | An Integrated Approach for Main Path Analysis: Development of the Hirsch Index as an Example | Measuring technological capabilities at the country level: A survey and a menu for choice | Why space matters in technological innovation systems-Mapping global knowledge dynamics of membrane bioreactor technology | China's innovation policies: Evolution, institutional structure, and trajectory | Policies for science, technology and innovation: Translating rationales into regional policies in a multi-level setting | Appropriate intellectual property protection and economic growth in countries at different levels of development | If you cannot block, you better run: Small firms, cooperative innovation, and appropriation strategies | The evolution of science policy and innovation studies | R\u0026D and the growth of firms: empirical analysis of a panel of Italian firms | University-industry collaborations in Japan: The role of new technology-based firms in transforming the National Innovation System | Competition and innovation behaviour | Mapping evolutionary trajectories: Applications to the growth and transformation of medical knowledge | The influence of strategic patenting on companies' patent portfolios | Effects of government financial incentives on firms' innovation performance in China: Evidences from Beijing in the 1990s | Publications and patents in nanotechnology - An overview of previous studies and the state of the art | Machineries for Making Publics: Inscribing and De-scribing Publics in Public Engagement | How much should society fuel the greed of innovators? On the relations between appropriability, opportunities and rates of innovation | Behind the recent surge of Chinese patenting: An institutional view | Prediction of emerging technologies based on analysis of the US patent citation network | Innovation and productivity in developing countries: A study of Argentine manufacturing firms' behavior (1992-2001) | The allocation and effectiveness of China's R\u0026D subsidies - Evidence from listed firms | University-industry collaboration and innovation in emergent and mature industries in new industrialized countries | The determinants of regional innovation in Europe: A combined factorial and regression knowledge production function approach | Disentangling the antecedents of ambidexterity: Exploration and exploitation | What drives the formation of 'valuable' university-industry linkages? Insights from the wine industry | Main-path analysis and path-dependent transitions in HistCite (TM)-based historiograms | What determines patent value? Insights from the semiconductor industry | Knowledge sources of entrepreneurship: Firm formation by academic, user and employee innovators | Traces of Prior Art: An analysis of non-patent references found in patent documents | Testing patent value indicators on directly observed patent value-An empirical analysis of Ocean Tomo patent auctions | Intellectual property rights, strategic technology agreements and market structure - The case of GSM | The worldwide count of priority patents: A new indicator of inventive activity | National innovation system in less successful developing countries: the case of Thailand | Recombinant search and breakthrough idea generation: An analysis of high impact papers in the social sciences | Identifying rapidly evolving technological trends for R\u0026D planning using SAO-based semantic patent networks | Intellectual property protection mechanisms in research partnerships | Tracing the links between science and technology: An exploratory analysis of scientists' and inventors' networks | Developing science, technology and innovation indicators: What we can learn from the past | The changing composition of innovative activity in the US - a portrait based on patent analysis | National innovation systems and the intermediary role of industry associations in building institutional capacities for innovation in developing countries: A critical review of the literature | Managing the protection of innovations in knowledge-intensive business services | Intellectual property rights business management practices: A survey of the literature | Patent systems for encouraging innovation: Lessons from economic analysis | Catching up or standing still? National innovative productivity among 'follower' countries, 1978-1999 | Minerva unbound: Knowledge stocks, knowledge flows and new knowledge production | The effect of institutional ownership on firm innovation: Evidence from Chinese listed firms\n7\tDeveloping a framework for responsible innovation | Technologies of humility: Citizen participation in governing science | Responsible research and innovation: From science in society to science for society, with society | Scientists' collaboration strategies: implications for scientific and technical human capital | Re-thinking new knowledge production: A literature review and a research agenda | Sleeping Beauties in science | Drivers of innovativeness and performance for innovative SMEs in South Korea: Mediation of learning orientation | Reflections on scientific collaboration, (and its study): past, present, and future | University patenting and its effects on academic research: The emerging European evidence | Researchers' roles in knowledge co-production: experience from sustainability research in Kenya, Switzerland, Bolivia and Nepal | What is societal impact of research and how can it be assessed? a literature survey | Research collaboration in universities and academic entrepreneurship: the-state-of-the-art | Analyzing interdisciplinarity: Typology and indicators | Utilization of social science research knowledge in Canada | Closed or open innovation? Problem solving and the governance choice | The entrepreneurial university: Examining the underlying academic tensions | Academic careers, patents, and productivity: industry experience as scientific and technical human capital | Assessment, evaluations, and definitions of research impact: A review | The Research Excellence Framework and the 'impact agenda': are we creating a Frankenstein monster? | Introducing 'productive interactions' in social impact assessment | Relative efficiency of R \u0026 D activities: A cross-country study accounting for environmental factors in the DEA approach | Measuring the innovation production process: A cross-region empirical study of China's high-tech innovations | Beyond the third mission: Exploring the emerging university function of co-creation for sustainability | Modeling the relative efficiency of national innovation systems | Public deliberation and governance: Engaging with science and technology in contemporary Europe | Determining factors in the success of R\u0026D cooperative agreements between firms and research organizations | Coordination costs and project outcomes in multi-university collaborations | Impacts of grants and contracts on academic researchers' interactions with industry | Chinese researchers returning home: Impacts of international mobility on research collaboration and scientific productivity | You can't manage right what you can't measure well: Technological innovation efficiency | Credibility, salience, and legitimacy of boundary objects: water managers' assessment of a simulation model in an immersive decision theater | Relationships between knowledge inertia, organizational learning and organization innovation | University researchers working with private companies | Internationalisation, Mobility and Metrics: A New Form of Indirect Discrimination? | University-industry knowledge and technology transfer in Switzerland: What university scientists think about co-operation with private enterprises | Does research organization influence academic production? Laboratory level evidence from a large European university | Policy learning and innovation theory: an interactive and co-evolving process | Inter-country R\u0026D efficiency analysis: An application of data envelopment analysis | Organizational culture as a knowledge repository for increased innovative capacity | The influence of university departments on the evolution of entrepreneurial competencies in spin-off ventures | How do men and women differ in research collaborations? An analysis of the collaborative motives and strategies of academic researchers | In defence of the linear model: An essay | New roles of science in society: Different repertoires of knowledge brokering | Public Value Mapping and Science Policy Evaluation | Canadian collaboration networks: A comparative analysis of the natural sciences, social sciences and the humanities | Explaining the \"University-run enterprises\" in China: A theoretical framework for university-industry relationship in developing countries and its application to China | Creativity in scientific teams: Unpacking novelty and impact | Schumacher meets Schumpeter: Appropriate technology below the radar | The dynamics of national innovation systems: A panel cointegration analysis of the coevolution between innovative capability and absorptive capacity | Holy Grail of science policy: Exploring and combining bibliometric tools in search of scientific excellence | Measuring the change in R\u0026D efficiency of the Japanese pharmaceutical industry | Women in interdisciplinary science: Exploring preferences and consequences | The dynamics of technological innovation: the case of the pharmaceutical industry | Predictive Effects of Structural Variation on Citation Counts | Balancing credibility, relevance and legitimacy: A critical assessment of trade-offs in science-policy interfaces | Gender differences in research collaboration | Regimes of knowledge production in society: Towards a more political and social reading | University research centers and the composition of research collaborations | 'Impact' in the proposals for the UK's Research Excellence Framework: Shifting the boundaries of academic autonomy | User engagement in sustainability research | Influencing scientists' collaboration and productivity patterns through new institutions: University research centers and scientific and technical human capital | Design and the management of multi-institutional research collaborations: Theoretical implications from two case studies | Mobility versus job stability: Assessing tenure and productivity outcomes | Technological knowledge base, R\u0026D organization structure and alliance formation: Evidence from the biopharmaceutical industry | A review of literature on evaluating the scientific, social and political impact of social sciences and humanities research | Progressing research impact assessment: A 'contributions' approach | 35 years and 160,000 articles: A bibliometric exploration of the evolution of ecology | Evaluating research and innovation policy: a systems world needs systems evaluations | Review and new evidence on composite innovation indicators for evaluating national performance | UK research assessment exercises: Informed judgments on research quality or quantity? | Unintended consequences of cooperative research: impact of industry sponsorship on climate for academic freedom and other graduate student outcome | Does collaborative research have greater epistemic authority? | Technological agglomeration and the emergence of clusters and networks in nanotechnology | Interregional inventor networks as studied by patent coinventorships | Co-producing European climate science and policy: a cautionary note on the making of useful knowledge | Toward a methodological scheme for capturing societal effects of participatory sustainability research | In search of relevance: the changing contract between science and society | Enhancing research collaborations: Three key management challenges | Flows of knowledge, expertise and influence: a method for assessing policy and practice impacts from social science research | Defining and assessing research quality in a transdisciplinary context | State of the art in assessing research impact: introduction to a special issue | Tracing 'productive interactions' to identify social impacts: an example from the social sciences | Intellectual capital reporting for universities: conceptual background and application for Austrian universities | The organization of scientific collaborations | Innovations in the food industry in Germany | Human capital heterogeneity, collaborative relationships, and publication patterns in a multidisciplinary scientific alliance: a comparative case study of two scientific teams | Mapping a research agenda for the science of team science | The UK Research Assessment Exercise: the evolution of a national research evaluation system | Orienting European innovation systems towards grand challenges and the roles that FTA can play | Migrant scientists and international networks | Users as innovators in developing countries: The global sources of innovation and diffusion in mobile banking services | Knowledge transfer activities in social sciences and humanities: Explaining the interactions of research groups with non-academic agents | The representation of the social sciences and humanities in the Web of Science-a comparison of publication patterns and incentive structures in Flanders and Norway (2005-9) | In good company: The influence of peers on industry engagement by academic scientists | Across institutional boundaries? Research collaboration in German public sector nanoscience | The role of funding agencies in creating interdisciplinary knowledge | International scientific collaboration of China with the G7 countries | Stimulating new industries from emerging technologies: challenges for the public sector | The policy challenges of peer review: managing bias, conflict of interests and interdisciplinary assessments | Return mobility and scientific productivity of researchers working abroad: The role of home country linkages\n8\tTheory and practise of the g-index | An approach for detecting, quantifying, and visualizing the evolution of a research field: A practical application to the Fuzzy Sets Theory field | Impact of data sources on citation counts and rankings of LIS faculty: Web of science versus scopus and google scholar | Google Scholar, Web of Science, and Scopus: A systematic comparison of citations in 252 subject categories | h-Index: A review focused in its variants, computation and standardization for different scientific fields | The rate of growth in scientific publication and the decline in coverage provided by Science Citation Index | SciMAT: A new science mapping analysis software tool | Which h-index? - A comparison of WoS, Scopus and Google Scholar | Comparison of the Hirsch-index with standard bibliometric indicators and with peer judgment for 147 chemistry research groups | A Hirsch-type index for journals | Is it possible to compare researchers with different scientific interests? | Are there better indices for evaluation purposes than the h index? a comparison of nine different variants of the h index using data from biomedicine | The h-index: Advantages, limitations and its relation with other bibliometric indicators at the micro level | Identifying the effects of co-authorship networks on the performance of scholars: A correlation and regression analysis of performance measures and social network analysis measures | A new classification scheme of science fields and subfields designed for scientometric evaluation purposes | Exploitative and exploratory innovations in knowledge network and collaboration network: A patent analysis in the technological field of nano-energy | A macro study of self-citation | Co-authorship networks and research impact: A social capital perspective | Citation counting, citation ranking, and h-index of human-computer interaction researchers: A comparison of Scopus and Web of Science | A Google Scholar h-Index for Journals: An Alternative Metric to Measure Journal Impact in Economics and Business | Does the h-index for ranking of scientists really work? | Generalized Hirsch h-index for disclosing latent facts in citation networks | An informetric model for the Hirsch-index | An index to quantify an individual's scientific research output that takes into account the effect of multiple coauthorship | Using the h-index to rank influential information scientists | Google Scholar to overshadow them all? Comparing the sizes of 12 academic search engines and bibliographic databases | The Inconsistency of the h-index | A multilevel meta-analysis of studies reporting correlations between the h index and 37 different h index variants | Article 50 million: an estimate of the number of scholarly articles in existence | Which factors help authors produce the highest impact research? Collaboration, journal and document properties | Self-citation and self-reference: Credibility and promotion in academic publication | On the h-index - A mathematical approach to a new measure of publication activity and citation impact | Google Scholar citations and Google Web/URL citations: A multi-discipline exploratory analysis | Does self-citation pay? | Suitability of Google Scholar as a source of scientific information and as a source of data for scientific evaluation-Review of the Literature | Scaling the h-index for different scientific ISI fields | Detecting h-index manipulation through self-citation analysis | A systematic analysis of Hirsch-type indices for journals | Is Google Scholar useful for bibliometrics? A webometric analysis | Citations to the \"Introduction to informetrics\" indexed by WOS, Scopus and Google Scholar | hg-index: a new index to characterize the scientific output of researchers based on the h- and g-indices | A preliminary test of Google Scholar as a source for citation data: a longitudinal study of Nobel prize winners | The expansion of Google Scholar versus Web of Science: a longitudinal study | H-Classics: characterizing the concept of citation classics through H-index | Article title type and its relation with the number of downloads and citations | A bibliometric analysis of world volatile organic compounds research trends | A modification of the h-index: The h(m)-index accounts for multi-authored manuscripts | The Cognitive Structure of Library and Information Science: Analysis of Article Title Words | An extension of the Hirsch index: Indexing scientific topics and compounds | A review of the characteristics of 108 author-level bibliometric indicators | A bibliometric approach to the role of author self-citations in scientific communication | The Google Scholar Experiment: How to Index False Papers and Manipulate Bibliometric Indicators | What makes an article influential? Predicting impact in social and personality psychology | The skewness of science in 219 sub-fields and a number of aggregates | Knowledge creation in collaboration networks: Effects of tie configuration | Counting the citations: a comparison of Web of Science and Google Scholar in the field of business and management | On the robustness of the h-index | Conference proceedings as a source of scientific information: A bibliometric analysis | Generalizing the h- and g- indices | Exploring the h-index at the author and journal levels using bibliometric data of productive consumer scholars and business-related journals respectively | The use of theory in information science research | The impact of network embeddedness on research output | Mathematical theory of the h- and g-index in case of fractional counting of authorship | International research collaboration: An emerging domain of innovation studies? | Microsoft Academic Graph: When experts are not enough | Hirsch's h-index: A stochastic model | A new methodology for ranking scientific institutions | A concise review on the role of author self-citations in information science, bibliometrics and science policy | Hirsch-index for countries based on essential science indicators data | Empirical analysis and classification of database errors in Scopus and Web of Science | Beyond the Durfee square: Enhancing the h-index to score total publication output | Successive h-indices | Accuracy and Completeness of Publication and Citation Records in the Web of Science, PsycINFO, and Google Scholar: A Case Study for the Computation of h Indices in Psychology | A longitudinal study of Google Scholar coverage between 2012 and 2013 | Patterns of graduate students' information seeking behavior: a meta-synthesis of the literature | Growth dynamics of scholarly and scientific journals | China's global growth in social science research: Uncovering evidence from bibliometric analyses of SSCI publications (1978-2013) | Using the h-index to rank influential British researchers in information science and librarianship | Dimensions: A competitor to Scopus and the Web of Science? | A distributional approach to multinationality measures of international scientific collaboration | Assessing scientific research performance and impact with single indices | Does co-authorship inflate the share of self-citations? | Is there a place for a mock h-index? | Coverage of highly-cited documents in Google Scholar, Web of Science, and Scopus: a multidisciplinary comparison | Technological proximity and recombinative innovation in the alternative energy field | Ranking national research systems by citation indicators. A comparative analysis using whole and fractionalised counting methods | h-index sequence and h-index matrix: Constructions and applications | Quantifying the benefits of international scientific collaboration | The Energy-Exergy-Entropy (or EEE) sequences in bibliometric assessment | The w-Index: A Measure to Assess Scientific Impact by Focusing on Widely Cited Papers | Subfield-specific normalized relative indicators and a new generation of relational charts: Methodological foundations illustrated on the assessment of institutional research performance | Power Law Distributions in Information Science: Making the Case for Logarithmic Binning | A systematic analysis of duplicate records in Scopus | Examining the relationship of co-authorship network centrality and gender on academic research performance: the case of chemistry researchers in Pakistan | q(2)-Index: Quantitative and qualitative evaluation based on the number and impact of papers in the Hirsch core | Dimensions: Bringing down barriers between scientometricians and data | Characteristic scores and scales - A bibliometric analysis of subject characteristics based on long-term citation observation | An empirical investigation of the g-index for 26 physicists in comparison with the h-Index, the A-index, and the R-index | What's in a title? Numbers of words and the presence of colons | Ranking Scientists and Departments in a Consistent Manner\n9\tTechnological transitions as evolutionary reconfiguration processes: a multi-level perspective and a case-study | Typology of sociotechnical transition pathways | From sectoral systems of innovation to socio-technical systems - Insights about dynamics and change from sociology and institutional theory | Sustainability transitions: An emerging field of research and its prospects | Sectoral systems of innovation and production | The governance of sustainable socio-technical transitions | Intermediation and the role of intermediaries in innovation | Analyzing the functional dynamics of technological innovation systems: A scheme of analysis | Inter-firm R\u0026D partnerships: an overview of major trends and patterns since 1960 | Innovation studies and sustainability transitions: The allure of the multi-level perspective and its challenges | Bricolage versus breakthrough: distributed and embedded agency in technology entrepreneurship | What is protective space? Reconsidering niches in transitions to sustainability | Ontologies, socio-technical transitions (to sustainability), and the multi-level perspective | Knowledge bases and regional innovation systems: Comparing Nordic clusters | Containing the Atom: Sociotechnical Imaginaries and Nuclear Power in the United States and South Korea | The micro-determinants of meso-level learning and innovation: evidence from a Chilean wine cluster | Technological innovation systems and the multi-level perspective: Towards an integrated framework | Bridging differing perspectives on technological platforms: Toward an integrative framework | Toward a spatial perspective on sustainability transitions | No project is an island: linking projects to history and context | Co-opetition between giants: Collaboration with competitors for technological innovation | Technological regimes, catching-up and leapfrogging: findings from the Korean industries | Reconceptualising the 'policy mix' for innovation | Knowledge-relatedness in firm technological diversification | Business services as actors of knowledge transformation: the role of KIBS in regional and national innovation systems | Governing transitions in the sustainability of everyday life | Three frames for innovation policy: R\u0026D, systems of innovation and transformative change | Legitimizing research, technology and innovation policies for transformative change Combining insights from innovation systems and multi-level perspective in a comprehensive 'failures' framework | The geography of opportunity: spatial heterogeneity in founding rates and the performance of biotechnology firms | Public procurement and innovation - Resurrecting the demand side | Policy mixes for sustainability transitions: An extended concept and framework for analysis | Creative destruction or mere niche support? Innovation policy mixes for sustainability transitions | Can cities shape socio-technical transitions and how would we know if they were? | A system failure framework for innovation policy design | The enactment of socio-technical transition pathways: A reformulated typology and a comparative multi-level analysis of the German and UK low-carbon electricity transitions (1990-2014) | Knowing in action: Beyond communities of practice | How open is open enough? Melding proprietary and open source platform strategies | What do business models do? Innovation devices in technology entrepreneurship | Benefiting from innovation: Value creation, value appropriation and the role of industry architectures | The structuration of socio-technical regimes-Conceptual foundations from institutional theory | Assessing the impact of organizational learning capability on product innovation performance: An empirical test | The structure and evolution of industrial clusters: Transactions, technology and knowledge spillovers | Does a different view create something new? The effect of employee diversity on innovation | Inter-project learning: processes and outcomes of knowledge codification in project-based firms | How agricultural research systems shape a technological regime that develops genetic engineering but locks out agroecological innovations | Toward a systematic framework for research on dominant designs, technological innovations, and industrial change | Thinking about technology: Applying a cognitive lens to technical change | Scientific teams and institutional collaborations: Evidence from US universities, 1981-1999 | What's in it for me? Creating and appropriating value in innovation-related coopetition | Continental, national and sub-national innovation systems - Complementarity and economic growth | Why Open Source software can succeed | Business models for sustainable technologies: Exploring business model evolution in the case of electric vehicles | Rethinking the multi-level perspective of technological transitions | Systemic instruments for systemic innovation problems: A framework for policy makers and innovation scholars | Conceptualising the heterogeneity of research-based spin-offs: A multi-dimensional taxonomy | Dynamic and integrative capabilities for profiting from innovation in digital platform-based ecosystems | The innovative behaviour of tourism firms- Comparative studies of Denmark and Spain | Cooperation, competition, and innovative capability: a panel data of European dedicated biotechnology firms | Regionally asymmetric knowledge capabilities and open innovation exploring 'Globalisation 2' - A new model of industry organisation | Battles for technological dominance: an integrative framework | Knowledge flows through informal contacts in industrial clusters: myth or reality? | 'Energy regions': The transformative power of regional discourses on socio-technical futures | Innovative competence, exploration and exploitation: The influence of technological diversification | Sources of information as determinants of novelty of innovation in manufacturing firms: evidence from the 1999 Statistics Canada Innovation Survey | Integration of market pull and technology push in the corporate front end and innovation management-Insights from the German software industry | Resolving the knowledge paradox: Knowledge-spillover entrepreneurship and economic growth | Science-industry interaction in the process of innovation: the importance of boundary-crossing between systems | The network of innovators in Jena: An application of social network analysis | Towards a typology of intermediaries in sustainability transitions: A systematic review and a research agenda | Does technological diversification promote innovation? An empirical analysis for European firms | The ex ante assessment of knowledge spillovers: Government R\u0026D policy, economic incentives and private firm behavior | Global Innovation Systems-A conceptual framework for innovation dynamics in transnational contexts | Catch-up cycles and changes in industrial leadership:Windows of opportunity and responses of firms and countries in the evolution of sectoral systems | Public Procurement for Innovation as mission-oriented innovation policy | Fishing upstream: Firm innovation strategy and university research alliances | Influence of government R\u0026D support and inter-firm collaborations on innovation in Korean biotechnology SMEs | The strength of strong ties in the creation of innovation | The impact of technology-push and demand-pull policies on technical change - Does the locus of policies matter? | Exploration and exploitation in innovation systems: The case of pharmaceutical biotechnology | Startup size and the mechanisms of external learning: increasing opportunity and decreasing ability? | Knowledge codification and the geography of innovation: the case of Brescia mechanical cluster | How top management team diversity affects innovativeness and performance via the strategic choice to focus on innovation fields | Sustainability transitions: A political coalition perspective | Technology, institutions, and innovation systems | Knowledge diffusion, market segmentation and technological catch-up: The case of the telecommunication industry in China | The Indian software services industry | Technological change and network dynamics - Lessons from the pharmaceutical industry | Innovation on demand-Can public procurement drive market success of innovations? | Compulsive policy-making-The evolution of the German feed-in tariff system for solar photovoltaic power | The influence of regulations on innovation: A quantitative assessment for OECD countries | Technological discontinuities and the challenge for incumbent firms: Destruction, disruption or creative accumulation? | Profiting from business model innovation: Evidence from Pay-As-You-Drive auto insurance | The destabilisation of existing regimes: Confronting a multi-dimensional framework with a case study of the British coal industry (1913-1967) | Mapping and navigating transitions - The multi-level perspective compared with arenas of development | Profiting from innovation and the intellectual property revolution | Plans are nothing, changing plans is everything: the impact of changes on project success | Global and domestic utilization of industrial relevant science: patent citation analysis of science-technology interactions and knowledge flows | The effects of owner identity and external governance systems on R\u0026D investments: A study of Western European firms | Innovation and regional economic development: A matter of perspective? | Characterizing the policy mix and its impact on eco-innovation: A patent analysis of energy-efficient technologies\n10\tSoftware survey: VOSviewer, a computer program for bibliometric mapping | CiteSpace II: Detecting and visualizing emerging trends and transient patterns in scientific literature | bibliometrix: An R-tool for comprehensive science mapping analysis | Citation review of Lagergren kinetic rate equation on adsorption reactions | Science Mapping Software Tools: Review, Analysis, and Cooperative Study Among Tools | A unified approach to mapping and clustering of bibliometric networks | The Structure and Dynamics of Cocitation Clusters: A Multiple-Perspective Cocitation Analysis | Co-Citation Analysis, Bibliographic Coupling, and Direct Citation: Which Citation Approach Represents the Research Front Most Accurately? | Citation-based clustering of publications using CitNetExplorer and VOSviewer | Science Mapping: A Systematic Review of the Literature | Mapping the backbone of science | Is science becoming more interdisciplinary? Measuring and mapping six research fields over time | How to Normalize Cooccurrence Data? An Analysis of Some Well-Known Similarity Measures | Approaches to understanding and measuring interdisciplinary scientific research (IDR): A review of the literature | Constructing bibliometric networks: A comparison between full and fractional counting | Requirements for a cocitation similarity measure, with special reference to Pearson's correlation coefficient | Mapping knowledge structure by keyword co-occurrence: a first look at journal papers in Technology Foresight | A Global Map of Science Based on the ISI Subject Categories | Diversity and network coherence as indicators of interdisciplinarity: case studies in bionanoscience | A Comparison of Two Techniques for Bibliometric Mapping: Multidimensional Scaling and VOS | Comparing of Science Bibliometric Statistics Obtained From the Web and Scopus | CitNetExplorer: A new software tool for analyzing and visualizing citation networks | Science Overlay Maps: A New Tool for Research Policy and Library Management | Bibliometric analysis of tsunami research | Co-occurrence matrices and their applications in information science: Extending ACA to the Web environment | Multidisciplinarity, interdisciplinarity, and patterns of research collaboration in nanoscience and nanotechnology | Measuring researcher interdisciplinarity | Historiographic mapping of knowledge domains literature | From the science of science to Scientometrics visualizing the history of science with HistCite software | Co-citation analysis and the search for invisible colleges: A methodological evaluation | Patterns of Connections and Movements in Dual-Map Overlays: A New Method of Publication Portfolio Analysis | Global stem cell research trend: Bibliometric analysis as a tool for mapping of trends from 1991 to 2006 | A review of emerging trends in global PPP research: analysis and visualization | Interdisciplinarity in science: A tentative typology of disciplines and research areas | Agent-based computing from multi-agent systems to agent-based models: a visual survey | Scientific literature analysis on big data and internet of things applications on circular economy: a bibliometric study | Pathfinder networks and author cocitation analysis: A remapping of paradigmatic information scientists | Global maps of science based on the new Web-of-Science categories | Algorithmic procedure for finding semantically related journals | Tracking and predicting growth areas in science | Toward a Consensus Map of Science | Indicators of the interdisciplinarity of journals: Diversity, centrality, and citations | Evolution of Research Activities and Intellectual Influences in Information Science 1996-2005: Introducing Author Bibliographic-Coupling Analysis | Assessment of world aerosol research trends by bibliometric analysis | Interdisciplinary research: meaning, metrics and nurture | Emerging trends and new developments in information science: a document co-citation analysis (2009-2016) | Comparative Study on Methods of Detecting Research Fronts Using Different Types of Citation | On the normalization and visualization of author co-citation data: Salton's cosine versus the Jaccard index | Bibliometric analysis of homeopathy research during the period of 1991 to 2003 | Scholarly Network Similarities: How Bibliographic Coupling Networks, Citation Networks, Cocitation Networks, Topical Networks, Coauthorship Networks, and Coword Networks Relate to Each Other | Time line visualization of research fronts | Why do we need algorithmic historiography? | Clustering scientific documents with topic modeling | Use of citation per publication as an indicator to evaluate contingent valuation research | Content-Based and Algorithmic Classifications of Journals: Perspectives on the Dynamics of Scientific Communication and Indexer Effects | Evolution of research subjects in library and information science based on keyword, bibliographical coupling, and co-citation analyses | International scientist mobility and the locus of knowledge and technology transfer | High-impact papers presented in the subject category of water resources in the essential science indicators database of the institute for scientific information | Can scientific journals be classified in terms of aggregated journal-journal citation relations using the Journal Citation Reports? | Diversity of references as an indicator of the interdisciplinarity of journals: Taking similarity between subject fields into account | Detecting the Historical Roots of Research Fields by Reference Publication Year Spectroscopy (RPYS) | Selecting publication keywords for domain analysis in bibliometrics: A comparison of three methods | The Relation Between Pearson's Correlation Coefficient r and Salton's Cosine Measure | Using 'core documents' for detecting and labelling new emerging topics | A bibliometric and citation analysis of stroke-related research in Taiwan | Identifying a better measure of relatedness for mapping science | A new technique for building maps of large scientific domains based on the cocitation of classes and categories | Peer reviews and bibliometric indicators: a comparative study at a Norwegian universi","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcwtsleiden%2Fpublicationclassificationlabeling","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcwtsleiden%2Fpublicationclassificationlabeling","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcwtsleiden%2Fpublicationclassificationlabeling/lists"}