Ekstraksi Kata Kunci Otomatis Teks Berbahasa Indonesia Menggunakan Metode TextRank

Loading.... (view fulltext now)





Teks penuh




Anggraeni, Y.F. 2012. Implementasi Ekstraksi Frasa Kunci Untuk Dokumen Teks Berbahasa Indonesia Menggunakan Metode Corephrase. Skripsi. Telkom University.

Ali, N.G., & Omar, N. 2014. Arabic Keyphrase Extraction Using a Hybrid of Statistical and Machine Learning Methods. International Conference on Information Technology and Multimedia 8(4) : 281-286.

Agrawal, S., Sanyal, R., & Sanyal, S. 2014. Statistics and linguistic rules in multiword extraction: a comparative analysis. International Journal of Reasoning-based Intelligent Systems6(1-2) : 59-70.

Attia, M., Tounsi, L., Pecina, P., van Genabith, J., & Toral, A. 2010. Automatic extraction of Arabic multiword expressions.

Bhaskar, P., Nongmeikapam, K., & Bandyopadhyay, S. 2012. Keyphrase Extraction in Scientific Articles: A Supervised Approach. Proceedings of COLING (Demos), pp. 17-24.

Bohne, T. dan Borghoff, U. M., 2013, Data Fusion : Boosting Performance in Keyword Extraction. 20th Annual IEEE Int. Conf. and Workshop on the Enggineering of Computer Based System (ECBS), pp.166-173.

Dostal, M., & Jezek, K. 2011. Automatic Keyphrase Extraction based on NLP and Statistical Methods. In DATESO, pp. 140-145.

D.Pawar, Dipti. et al. 2014. Text Rank : A Novel Concept for Extraction Based Text Summarization. International Journal of Computer Science and Information Technologies(IJCSIT) 5(3) : 3301-3304.

Al Farizi, S. 2015. Rekomendasi Tag Pada Berita Online Menggunakan Tf-Idf dan Collaborative Tagging. Skripsi. Universitas Sumatera Utara.

Fudholi,D.R. 2014. Ekstraksi Kata Kunci Berdasar Frekuensi dan Lokasi Dengan Perluasan N-Gram pada Dokumen Tunggal. Skripsi. Universitas Gadjah Mada.

Figueroa, G., & Chen, Y. S. 2014. Collaborative Ranking between Supervised and Unsupervised Approaches for Keyphrase Extraction. ROCLING XXVI (2014), pp. 110-124.

Guan, J. 2016. A Study of The Use of Keyword and Keyphrase Extraction Techniques for Answering Biomedical Questions. Tesis. Macquarie University.



Gunawan, D., Pasaribu, A., Rahmat, R. F., & Budiarto, R. 2017. Automatic Text Summarization for Indonesian Language Using TextTeaser. IOP Conference Series: Materials Science and Engineering Vol. 190, No. 1, p. 012048. IOP Publishing.

Gunawan, D., Amalia, A., & Charisma, I. 2016. Automatic extraction of multiword expression candidates for Indonesian language. Control System,Computing and Engineering (ICCSCE), 2016 6th IEEE International Conference, pp. 304-309.

Huang, H., & Wang, H. 2010. Keyphrase Extraction Research Based on Structure of Document. International Conference on Education Technology and Computer (ICETC) 5 : 180 – 183.

Hanumanthappa, M., Swamy, M.N., & Jyothi, N.M. 2014. Automatic Keyword Extraction from Dravidian Language. International Journal of Innovative Science, Engineering & Technology 1(8) : 87-92.

Hadni, M., Lachkar, A., & Ouatik, S. A. 2014. Multi-word Term Extraction Based On New Hybrid Approach for Arabic Language. Journal of Computer Science & Information Technology, pp.109-120

Horita, K., Kimura, F., & Maeda, A. 2016. Automatic Keyword Extraction for Wikification of East Asian Language Documents. International Journal of Computer Theory and Engineering8(1) : 32.

IO, A., Abimbola, R. O., Olaniran, A. T., Amoo, A. O., & Mabude, C. N. 2016. Performance Evaluation of an Improved Model for Keyphrase Extraction in Documents.

Hasan, K.S., Ng.V. 2014. Automatic Keyphrase Extraction : A Survey of the State of the Art. In proceesings of the 52nd annual meeting of the association for computional linguistics, pp.1262-1273

Liang, W., Huang, C., Li, M., & Lu, B. L. 2009. Extracting Keyphrases from Chinese News Articles Using TextRank and Query Log Knowledge. In PACLIC, pp. 733-740.

Lim, V.M.-H. , Wong, F.S. , & Lim, T.M. 2013. Automatic Keyphrase Extraction Techniques : A Review. IEEE Symposium on Computers & Informatics, pp 196-200.

Li, G., & Wang, H. 2014. Improved Automatic Keyword Extraction Based on TextRank Using Domain Knowledge. Natural Language Processing and Chinese Computing, pp. 403-413.

Lu,Y., Li, R., Wen, K., Lu, Z. 2014. Automatic Keyword Extraction for Scientific Literatures Using References. International Conference on Innovative Design and Manufacturing, pp.78-81.



Mihalcea, R., & Tarau, P. 2004. TextRank : Bringing order into texts. In

Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP 2004), Barcelona, Spain.

Mack, C. (2012). How to write a good scientific paper: title, abstract, and keywords. Journal of Micro-Nanolithography MEMS and MOEMS.

Miner, G., Delen, D., Elder, J., Fast, A., Hill, T., & Nisbet, R. 2012. Practical Text Mining and Statistical Analysis for Non-Structured Text Data Applications. Oxford: Elsevier.

Paukkeri, M.S., Honkela, T. 2010. Likey: Unsupervised language-independent keyphrase extraction. Proceedings of the 5th International Workshop on Semantic Evaluation,pp. 162–165. Association for Computational Linguistics.

Paymard, S.F., Mirabedini, S.J., & Haroonabadi, A. 2015. Keyphrase Extraction from Persian Documents Using Neural Networks. International Journal of Mathematics and Computer Sciences (IJMCS) 40 : 1263-1271.

Piao, S. S., Rayson, P., Archer, D., Wilson, A., & McEnery, T. 2003. Extracting multiword expressions with a semantic tagger. Proceedings of the ACL 2003 workshop on Multiword expressions: analysis, acquisition and treatment-Volume 18, pp. 49-56. Association for Computational Linguistics.

Sarkar, K. 2011. Automatic Keyphrase Extraction from Bengali Documents: A Preliminary Study. International Conference on Emerging Application of Information Technology, pp.125-128.

Siddiqi, S., & Sharan, A. 2015. Keyword and keyphrase extraction from single Hindi document using statistical approach. IEEE Signal Processing and Integrated Networks (SPIN), 2015 2nd International Conference, pp. 713-718. IEEE.

Sari, D. P., & Purwarianti, A. 2014. Ekstraksi Kata Kunci Otomatis untuk Dokumen Bahasa Indonesia Studi Kasus: Artikel Jurnal Ilmiah Koleksi PDII LIPI. Jurnal Dokumentasi dan Informasi35(2) : 139-147.

Saad, S., Salim, N., & Omar, N. 2008. Keyphrase Extraction for Islamic Knowledge Ontology. IEEE International Symposium on Information Technology 2 : 16.

Sag, I.A., Baldwin, T., Bond, F., Copestake, A., & Flickinger, D. 2002. Multiword expression: a pain in the neck for NLP. Proceedings of the 3rd international conference on intelligent text processing and computational linguistics(CICLing-2002), Vol.2276 of Lecture Notes in Computer Sciene, pp.1-15.

Tala, F. Z. 2003. A study of stemming effects on information retrieval in Bahasa Indonesia. Tesis. Institute for Logic, Language and Computation. Universiteti van Amsterdam The Netherlands.



Ulinnuha, N. 2013. Ekstraksi Kata Kunci Menggunakan M-RAKE pada Dokumen Penelitian. Tesis. Institut Teknologi Sepuluh November Surabaya.

Vasquez-Sanchez, G.M. 2015. Automatically Identifying Short Keyphrases that Characterise Long Texts. Tesis. University of Edinburgh.

Wen, Y., Yuan, H., & Zhang, P. 2016. Research on keyword extraction based on Word2Vec weighted TextRank. Computer and Communications(ICCC), 2016 2nd IEEE International Conference, pp. 2109-2113. IEEE.

Wang, R., Liu, W., & Mcdonald, C. 2014. How preprocessing affects unsupervised keyphrase extraction. International Conference on Intelligent Text Processing and Computational Linguistics, pp. 163-176.

Wang, J.-B., Peng, H., & Hu, J.-S. 2005. Automatic Keyphrase Extraction From Document Using Backpropagation. Proceedings of 4th International Conference on Machine Learning and Cybernetics 6 : 3770-3774.

Wang, C., Zhang, M., Ru, L., & Ma, S. 2008. An Automatic Online News Topic Keyphrase Extraction System. Proceedings of the 2008 IEEE/WI/ACM International Conferene on Web Intelligence and Intelligent Agent Technology-Volume 01, pp.214-219.

Wicaksono, A. F., & Purwarianti, A. 2010. HMM based part-of-speech tagger for Bahasa Indonesia. In Fourth International MALINDO Workshop, Jakarta.

Xu, J., Yu, J., & Wang, H. 2010. Automatic Extraction of Multiword Expressions Combining Statistical and Similarity Approaches. Genetic and Evolutionary Computing (ICGEC), 2010 Fourth International Conference, pp. 256-259. IEEE.

Zhang, C. 2008. Automatic keyword extraction from documents using conditional random fields. Journal of Computational Information Systems4(3) : 1169-1180.

Zhu, Z., Li, M., Chen, L., Yang, Z., & Chen, S. 2013. Combination of Unsupervised Keyphrase Extraction Algorithms. IEEEInternational Conference on Asian Language Processing, pp. 33-36.