{"id":24579415,"url":"https://github.com/fccoelho/curso-iri","last_synced_at":"2025-04-23T20:25:09.183Z","repository":{"id":3555167,"uuid":"4616187","full_name":"fccoelho/curso-IRI","owner":"fccoelho","description":"Introdução à Recuperação de Informações","archived":false,"fork":false,"pushed_at":"2022-10-06T19:07:26.000Z","size":118480,"stargazers_count":15,"open_issues_count":0,"forks_count":18,"subscribers_count":10,"default_branch":"master","last_synced_at":"2025-03-30T03:11:34.808Z","etag":null,"topics":["ir","nltk"],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/fccoelho.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2012-06-10T15:43:55.000Z","updated_at":"2022-10-05T12:53:31.000Z","dependencies_parsed_at":"2023-01-11T16:32:42.103Z","dependency_job_id":null,"html_url":"https://github.com/fccoelho/curso-IRI","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/fccoelho%2Fcurso-IRI","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/fccoelho%2Fcurso-IRI/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/fccoelho%2Fcurso-IRI/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/fccoelho%2Fcurso-IRI/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/fccoelho","download_url":"https://codeload.github.com/fccoelho/curso-IRI/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":250507484,"owners_count":21442003,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["ir","nltk"],"created_at":"2025-01-24T00:04:47.553Z","updated_at":"2025-04-23T20:25:09.156Z","avatar_url":"https://github.com/fccoelho.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Sistema de Recuperação de Informações\n\n\nIntrodução à Sistemas Recuperação de Informações.\n\n## Tópicos\n\n### Tópico 1: Introdução e Recuperação Booleana\n - [Slides](https://github.com/fccoelho/curso-IRI/blob/master/Aula01.pdf)\n - [Jupyter Notebook](https://github.com/fccoelho/curso-IRI/blob/master/Pratica1.ipynb): Construindo um índice invertido.\n\n### Tópico 2: Utilizando Indices Invertidos\n - [Slides](https://github.com/fccoelho/curso-IRI/blob/master/Aula02.pdf)\n - [Jupyter Notebook](https://github.com/fccoelho/curso-IRI/blob/master/Usando%20o%20Whoosh.ipynb)\n - [Exercícios](https://github.com/fccoelho/curso-IRI/blob/master/Lista%20de%20Exercicios-1.ipynb): Consultas avançadas.\n\n### Tópico 3: Recuperação Tolerante\n - [Slides](https://github.com/fccoelho/curso-IRI/blob/master/Aula03.pdf)\n - [Jupyter Notebook](https://github.com/fccoelho/curso-IRI/blob/master/Pratica1.ipynb)\n - [Exercícios](https://github.com/fccoelho/curso-IRI/blob/master/Lista%20de%20Exercicios-2.ipynb)\n\n### Tópico 4: Modelo Vetorial\n - [Slides](https://github.com/fccoelho/curso-IRI/blob/master/Aula06.pdf)\n - [Jupyter Notebook](https://github.com/fccoelho/curso-IRI/blob/master/Pr%C3%A1tica%202.ipynb)\n - [Exercícios](https://github.com/fccoelho/curso-IRI/blob/master/Lista%20de%20Exercicios-2.ipynb)\n\n\n### Tópico 5: Recuperação Probabilística\n - [Slides](https://github.com/fccoelho/curso-IRI/blob/master/Aula11.pdf)\n - [Jupyter Notebook]()\n - [Exercícios](https://github.com/fccoelho/curso-IRI/blob/master/Lista%20de%20Exercicios%203.ipynb)\n\n\n### Tópico 6: Modelagem de Assuntos:\n - [Jupyter Notebook](https://github.com/fccoelho/curso-IRI/blob/master/Pratica%203%20-%20Modelando%20assuntos.ipynb)\n\n### Tópico 7: Modelagem probabilistica de Textos:\n - [Jupyter Notebook](https://github.com/fccoelho/curso-IRI/blob/master/Pr%C3%A1tica%204%20-%20Modelos%20probabil%C3%ADsticos%20de%20texto.ipynb)\n\n### Tópico 8: Modelos de Linguagem:\n - [Jupyter Notebook](https://github.com/fccoelho/curso-IRI/blob/master/Pratica%205%20Modelos%20de%20Linguagem.ipynb)\n\n-------------------------\n\n## Corpora interessantes para uso no curso\n1. [Wikileaks](https://archive.org/details/wikileaks-cables-csv) Telegramas \"vazados\" pelo wikileaks. Ver também [notebook](https://github.com/fccoelho/curso-IRI/blob/master/Wikileaks_ElasticSearch.ipynb).\n2. Dicionário Histórico e Biográfico Brasileiro - [DHBB](https://github.com/cpdoc/dhbb). Ver [notebook](https://github.com/fccoelho/text-mining-cientistas-sociais/blob/master/Capitulo_1.ipynb)\n3. Wikipedia. veja este [notebook](https://github.com/Tanu-N-Prabhu/Python/blob/master/Wikipedia_API_for_Python.ipynb)\n4. [Blogs brasileiros](https://www.inf.pucrs.br/linatural/wordpress/recursos-e-ferramentas/blogset-br/).\n5. Corpora do Tensorflow. Veja [lista](https://www.tensorflow.org/datasets/catalog/overview#text).\n--------------\n\n## Lista dos trabalhos 2020\n[Documento no hackmd](https://hackmd.io/JwVgJgRgxgLAzFAtARgEwQGaJsOAGRCGAdgLwzmmRgFNlka8g===)\n\n-------------------------\n\n## Livro de referência:\n\n* [Introduction to Information Retrieval](http://nlp.stanford.edu/IR-book/)\n\n\n--------------------------------\n## Softwares\n\n### IR:\n - [whoosh](https://whoosh.readthedocs.io/en/latest/intro.html): Máquina de busca em Python\n - [Elasticsearch](https://www.elastic.co/pt/elasticsearch/): Máquina de Busca.\n - [Pyenchant](https://pyenchant.github.io/pyenchant/): Verificação ortográfica.\n\n### NLP\n\n - [NLTK](https://www.nltk.org/) \n - [SpaCy](https://spacy.io/)\n - [Gensim](https://github.com/RaRe-Technologies/gensim)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffccoelho%2Fcurso-iri","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ffccoelho%2Fcurso-iri","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffccoelho%2Fcurso-iri/lists"}