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https://github.com/sastrawi/nlp-bahasa-indonesia

Kumpulan tulisan NLP Bahasa Indonesia
https://github.com/sastrawi/nlp-bahasa-indonesia

Last synced: 3 months ago
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Kumpulan tulisan NLP Bahasa Indonesia

Host: GitHub
URL: https://github.com/sastrawi/nlp-bahasa-indonesia
Owner: sastrawi
Created: 2014-07-27T02:47:34.000Z (over 10 years ago)
Default Branch: master
Last Pushed: 2016-10-25T14:40:41.000Z (over 8 years ago)
Last Synced: 2024-08-02T20:45:53.262Z (6 months ago)
Size: 244 KB
Stars: 185
Watchers: 23
Forks: 57
Open Issues: 5
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md

Awesome Lists containing this project

awesome-indo-projects - NLP Bahasa Indonesia - A curated list of Indonesian Natural Language Processing resources. (Awesome List)
awesome-indonesia-repo - NLP Bahasa Indonesia - A curated list of Indonesian Natural Language Processing resources. (Awesome List)

README

        NLP Bahasa Indonesia

====================

Kumpulan thesis, paper, dan artikel tentang NLP (_Natural Language Processing_) Bahasa Indonesia.

### Daftar Isi

- [NLP Bahasa Indonesia](#nlp-bahasa-indonesia)

    - [Memulai](#memulai)

    - [Automatic Summarization](#automatic-summarizatio)

    - [Parsing](#parsing)

    - [Part-of-speech Tagging](#part-of-speech-tagging)

    - [Stemming](#stemming)

    - [Word Sense Disambiguation](#word-sense-disambiguation)

    - [Lain-lain](#lain-lain)

    - [Software, Library, Kamus](#software-library-kamus)

    - [Berkontribusi](#berkontribusi)

Memulai

=======

### Artikel-Artikel Tentang NLP

- [Karena Data Gak Mungkin Bohong](https://medium.com/karena-x/karena-data-gak-mungkin-bohong-a17ff90cef87) - Jim Geovedi. 2014.

### Materi Pengantar NLP

- [Pengantar NLP](http://lecturer.eepis-its.edu/~kangedi/materi%20kuliah/Kecerdasan%20Buatan/Bab%205%20Natural%20Language%20Processing.pdf) - Kang Edi, PENS.

Automatic Summarization

=======================

- [Frequent Term based Text Summarization for Bahasa Indonesia](http://eprints.unsri.ac.id/3296/1/Frequent_Term_Based_Text_Summarization_For_Bahasa_Indonesia_-_E1213550.pdf)

  M.Fachrurrozi, Novi Yusliani, and Rizky Utami Yoanita. International Conference on Innovations in Engineering and Technology (ICIET'2013) Dec. 25-26, 2013 Bangkok (Thailand).

Parsing

=======

- [Analisa Struktur Kalimat Bahasa Indonesia dengan Menggunakan Pengurai Kalimat Berbasis Linguistic String Analysis](http://staf.cs.ui.ac.id/WebKuliah/IKI40921/Shelly.doc)

  Shavitri, Shelly. Undergraduate Theses for computer science, University of Indonesia, 1999.

- [INAGP : Pengurai Kalimat Bahasa Indonesia Sebagai Alat Bantu Untuk Pengembangan Aplikasi PBA](http://mail.informatika.org/~ayu/2009parser.pdf)

  Rosalina Paramita N., Dwi H. Widyantoro, Ayu Purwarianti. Undergraduate Theses from JBPTITBPP, Institute Technology Bandung, 2007.

- [Penguraian Bahasa Indonesia dengan Menggunakan Pengurai Collins](http://digilib.itb.ac.id/gdl.php?mod=browse&op=read&id=jbptitbpp-gdl-rosaariani-25714)

  Sukamto, Rosa Ariani. Tesis untuk Magister, Institut Technology Bandung, 2009.

Part-of-speech Tagging

======================

- [HMM Based Part-of-Speech Tagger for Bahasa Indonesia](http://mail.informatika.org/~ayu/2010postagger.pdf)

  Wicaksono, A. Farizki dan Purwanti, Ayu. Proceeding of 4th International Malindo (Malay and Indonesian Language) Workshop (2010).

- [Penggunaan Hidden Markov Model untuk Kompresi Kalimat](http://digilib.itb.ac.id/files/disk1/627/jbptitbpp-gdl-yudiwibiso-31314-1-2008ts-r.pdf)

  Yudi Wibisono. Graduate Thesis. Institute of Technology Bandung. 2008.

  

- [Probabilistic Part Of Speech Tagging for Bahasa Indonesia](http://www.panl10n.net/english/outputs/Indonesia/UI/0901/UI-POSTAG.pdf)

  Femphy Pisceldo, Mirna Adriani, Ruli Manurung. Third International MALINDO Workshop, colocated event ACL-IJCNLP 2009, Singapore, August 1, 2009. 

Stemming

========

- [Effective Techniques for Indonesian Text Retrieval](http://researchbank.rmit.edu.au/eserv/rmit:6312/Asian.pdf)

  Asian J. (2007). PhD thesis School of Computer Science and Information Technology RMIT University Australia.

- [Enhanced Confix Stripping Stemmer and Ants Algorithm for Classifying News Document in Indonesian Language](http://personal.its.ac.id/files/pub/2623-agusza-baru%2021%20d%20VIP%20enhanced-confix-stripping-stem.pdf)

  Arifin, A.Z., I.P.A.K. Mahendra dan H.T. Ciptaningtyas. 2009. Proceeding of International Conference on Information & Communication Technology and Systems (ICTS).

- [Implementasi Modifikasi Enhanced Confix Stripping Stemmer Untuk Bahasa Indonesia dengan Metode Corpus Based Stemming](http://digilib.its.ac.id/public/ITS-Undergraduate-14255-paperpdf.pdf)

  A. D. Tahitoe, D. Purwitasari. Institut Teknologi Sepuluh Nopember (ITS) – Surabaya.

Word Sense Disambiguation

=========================

- [Building an Indonesian WordNet](http://bahasa.cs.ui.ac.id/pub/malindo08wordnet.pdf)

  Desmond Darma Putra, Abdul Arfan and Ruli Manurung. In Proceedings of the 2nd International MALINDO Workshop. 2008.

- [English-to-Indonesian Lexical Mapping using Latent Semantic Analysis](http://bahasa.cs.ui.ac.id/pub/malindo08lsa.pdf)

  Eliza Margaretha, Franky, and Ruli Manurung. In Proceedings of the 2nd International MALINDO Workshop. 2008.

Lain-lain

=========

- [A survey of bahasa Indonesia NLP research conducted at the University of Indonesia](http://staf.cs.ui.ac.id/~maruli/pub/malindo08nlp.pdf)

  Mirna Adriani and Ruli Manurung. Faculty of Computer Science, University of Indonesia.

- [Indonesian Morphology Tool (MorphInd): Towards an Indonesian Corpus](http://ufal.mff.cuni.cz/~larasati/papers/paper6.pdf)

  Septina Dian Larasati, Vladislav Kuboˇn, and Daniel Zeman. Charles University in Prague.

- [Research Report on Local Language Computing: Development of Indonesian Language Resources and Translation System](http://www.panl10n.net/english/outputs/Indonesia/FinalReportID.pdf)

  Adriani, Mirna. Riza, Hammam. 2008.

- [Towards a Semantic Analysis of Bahasa Indonesia for Question Answering](http://bahasa.cs.ui.ac.id/pub/pacling07.pdf)

  Septina Dian Larasati and Ruli Manurung. Faculty of Computer Science. University of Indonesia. 2007.

Software, Library, Kamus

========================

- [Kateglo](http://kateglo.com/) - Kamus, Tesaurus, dan Glosarium Bahasa Indonesia.

- [Sastrawi](https://github.com/sastrawi/sastrawi) - Stemmer PHP untuk Bahasa Indonesia.

Berkontribusi

=============

Silahkan ikuti [Panduan Berkontribusi](https://github.com/sastrawi/nlp-bahasa-indonesia/blob/master/CONTRIBUTING.md).