A machine learning approach for indonesian question answering system

Proceedings of the IASTED International Conference on Artificial Intelligence and Applications, AIA 2007

Volumn , Issue , 2007, Pages 537-542

  Purwarianti, Ayu ^a   Tsuchiya, Masatoshi ^a   Nakagawa, Seiichi ^a  

^a TOYOHASHI UNIVERSITY OF TECHNOLOGY   (Japan)

Author keywords

Answer finder; Indonesian; Machine learning; Natural language processing; Question answering; Question classifier

Indexed keywords

DECISION SUPPORT SYSTEMS; INFORMATION SYSTEMS; LEARNING ALGORITHMS; LEARNING SYSTEMS; RESOURCE ALLOCATION;

ANSWER FINDERS; QUESTION ANSWERING; QUESTION CLASSIFIER;

NATURAL LANGUAGE PROCESSING SYSTEMS;

EID: 38349164189     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (15)

1. E. Voorhees and D. Tice, Building a question answering test collection. Proceedings of the 23rd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Athens, Greece, 2000, 200-207.
2. S. Harabagiu, M. Pasca and S. Maiorano, Experiments with open-domain textual question answers. Proceedings of the International Conference on Computational Linguistics (COLING 2000), Saarbruken, Germany, 2000, 292-298.
3. Dell Zhang and Wee Sun Lee, Question Classification using Support Vector Machine. Proceedings of the 26rd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Toronto, Canada, 2003, 26-32.
4. Xin Li and Dan Roth, Learning Question Classifiers. Proceedings of the 19th International Conference on Computational Linguistics (COLING 2002), Taipei, Taiwan, 2002, 556-562.
5. Marcin Skowron and Kenji Araki, Effectiveness of Combined Features for Machine Learning Based Question Classification, Journal of Natural Language Processing, Information Processing Society of Japan, Vol. 6, 2005, 63-83.
6. Abraham Ittycheriah, Martin Franz, Wei-Jing Zhu, and Adwait Ratnaparkhi, Question Answering Using Maximum-Entropy Components, Proc. of NAACL, Pittsburgh, Pennysylvania, United States, 2001, 33-39.
7. Marisu A. Pasca and Sanda M. Harabagiu, High Performance Question Answering, Proceedings of the 24th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, New Orleans, 2001, 366-374.
8. Deepak Ravichandran, Eduard Hovy and Franz Josef Och, Statistical QA - Classifier vs Re-ranker: What's the difference?, Proceedings of the ACL Workshop on Multilingual Summarization and Question Answering - Machine Learning and Beyond, Sapporo, Japan, 2003, 69-75.
9. Yutaka Sasaki, Question Answering as Question Biased Term Extraction: New Approach toward Multilingual QA, Proceedings of the 43rd Annual Meeting of the ACL, Ann Arbor, 2005, pp. 215-222.
10. Agency for The Assessment and Application of Technology, KEBI (Kamus Elektronik Bahasa Indonesia), http://nlp.aia.bppt.go.id/kebi/ (last access: February 2004).
11. C. Fellbaum, editor, WordNet: an electronic lexical database and some of its application (MIT Press, Cambridge, MA, 1998).
12. Mikio Hirabayashi, Estraier: a Personal Full-text Search System, http://estraier.sourceforge.net/ (last access: April 2006).
13. Informatics Institute, University of Amsterdam, Information Retrieval Resources for Bahasa Indonesia, http://ilps.science.uva.nl/Resources/BI/ (last access: January 2005).
14. Ian H. Witten and Eibe Frank, Data Mining: Practical Machine Learning Tools and Techniques 2nd edition (Elsevier Inc, 2005).
15. Taku Kudoh, Y. Matsumoto, Use of Support Vector Learning for Chunk Identification, Proceedings of the Fourth Conference on Natural Language Learning (CoNLL-2000), Lisbon, Portugal, 2000, 142-144.