Ontology-based speech act identification in a bilingual dialog system using partial pattern trees

Journal of the American Society for Information Science and Technology

Volumn 59, Issue 5, 2008, Pages 684-694

  Yeh, Jui Feng ^a   Wu, Chung Hsien ^b   Chen, Ming Jun ^b  

^a NATIONAL CHIAYI UNIVERSITY   (Taiwan)

^b NATIONAL CHENG KUNG UNIVERSITY   (Taiwan)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; PROBLEM SOLVING; SEMANTICS; SPEECH RECOGNITION; TREES (MATHEMATICS);

BILINGUAL DIALOG SYSTEMS; LATENT SEMANTIC ANALYSIS (LSA); ONTOLOGY-BASED DIALOG SYSTEM;

ONTOLOGY;

EID: 41449086451     PISSN: 15322882     EISSN: 15322890     Source Type: Journal    
DOI: 10.1002/asi.20700     Document Type: Article

References (38)

1. Abu-Hanna, A., Corneta, R., de Keizera, N., Crubézyb, M., & Tu, S. (2005). PROTEGE as a vehicle for developing medical terminological systems. International Journal of Human-Computer Studies, 62(5), 639-663.
2. Asanoma, N. (2001). Alignment of ontologies: WordNet and Goi-Taikei. Proceedings of the Second Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL 2001): WordNet and Other Lexical Resources Workshop Program (pp. 89-94). East Stroudsburg, PA: ACL.
3. Daudé, J., Padró, L., & Rigau, G. (2003). Validation and tuning of Wordnet mapping techniques. Paper presented at the International Conference on Recent Advances in Natural Language Processing (RANLP '03), Borovets, Bulgaria, pp. 117-123.
4. Euzenat, J., Le Bach, T., Barrasa, J., Bouquet, P., De Bo, J., Dieng, R., et al. (2003). State of the art on ontology alignment. Knowledge Web Deliverable D2.2.3. Retrieved January 02, 2008 from http://www.starlab.vub.ac. be/research/projects/knowledgeweb/kweb-223.pdf
5. Fensel, D., Bussler, C., Ding, Y., Kartseva, V., Klein, M., Korotkiy, M., et al. (2002). Semantic Web application areas. In Proceedings of the Seventh International Workshop on Applications of Natural Language to Information Systems. Retrieved January 02, 2008 from http://www.cs.vu.nl/~mcaklein/papers/ NLDB02.pdf
6. Gennari, J., Musen, M.A., Fergerson, R.W., Grosso, W.E., Crubezy, M., Eriksson, H., et al. (2003). The evolution of Protégé: An environment for knowledge-based systems development. International Journal of Human-Computer Studies 58(1), 89-123.
7. Gibbon, D., Mertins, I. & Moore, R.K. (Eds.). (2000). Handbook of multimodal and spoken dialogue systems. Boston: Kluwer Academic Publishers.
8. Gómez-Pérez, A. (2001). Evaluating ontologies: Cases of study. IEEE Intelligent Systems and their Applications: Special Issue on Verification and Validation of ontologies, 16(3), 391-409.
9. Huang, X., Acero, A., & Hon, H.-W. (2001). Spoken language processing. Upper Saddle River, NJ: Prentice Hall.
10. Langkilde, I., & Knight, K. (1998) Generation that exploits corpus-based statistical knowledge. In 36th Meeting of the Association for Computational Linguistics and 17th International Conference on Computational Linguistics (COLING-ACL '98), 704-710, Montrdal, Canada.
11. Lee, C.-S., Jian, Z.-W., & Huang, L.-K. (2005). A fuzzy ontology and its application to news summarization. IEEE Transactions on Systems, Man and Cybernetics: Part B, 35(5), 859-880.
12. McTear, M.F. (2002). Spoken dialogue technology: Enabling the conversational user interface. In ACM Computing Survey, 34(1), 90-169.
13. Minsky, M. (1975). A framework for representing knowledge. In P.H. Winston (Ed.), The psychology of computer vision (pp. 211-277). New York: McGraw-Hill.
14. Missikoff, M., Navigli, R., & Velardi, P. (2002). An integrated approach to Web ontology learning and engineering. IEEE Computer, 35(11), 60-63.
15. MUC-7, (2006) Retrived March 31, 2006, from http://www-nlpir.nist.gov/ related_projects/muc/proceedings/muc_7_proceedings/muc7_score_ intro.pdf
16. Needlman, S.B. & Wunch, C.D. (1970). A general method applicable to the search for similarities in the amino acid sequence of two proteins. Journal of Molecular Biology vol .48, 443-453.
17. Noy, N.F., & Musen, M. (2003). The PROMPT suite: Interactive tools for ontology merging and mapping. International Journal of Human-Computer Studies, 59(6), 983-1024.
18. Potamianos, A., Narayanan, S., & Riccardi, G. (2005). Adaptive categorical understanding for spoken dialogue systems. IEEE Transactions on Speech and Audio Processing, 13(3), 321-329.
19. Pulasinghe, K., Watanabe, K., Izumi, K., & Kiguchi, K. (2004). Modular fuzzy-neuro controller driven by spoken language commands. IEEE Transactions on System, Man, and Cybernetics: Part B, 34(1), 293-302.
20. Roy, D., Hsiao, K.-Y., & Mavridis, N. (2004). Mental imagery for a conversational robot. IEEE Transactions on Systems, Man, and Cybernetics: Part B, 34(3), 1374-1383.
21. Sarikaya, R., Gao, Y., Picheny, M., & Erdogan, H. (2005). Semantic confidence measurement for spoken dialog systems. IEEE Transactions on Speech and Audio Processing, 13(4), 534-545.
22. Simpson, A. & Fraser, N. (1990) Black box and glass box evaluation of the SUNDIAL system. In proceedings of EUROSPEECH '93, vol.2, 1423-1426, Berlin.
23. Sinorama Magazine and Wordpedia Co. (2001) Multimedia CD-ROMs of Sinorama from 1976 to 2000, Taipei.
24. Smith, R.W. (1998). An evaluation of strategies for selectively verifying utterance meanings in spoken natural language dialog. International Journal of Human-Computer Studies, 48(5), 627-647.
25. Staab, S. Studer, R., Schnurr, H.-P., & Sure, Y. (2001). Knowledge Processes and Ontologies. IEEE Intelligent Systems, 16(1), 26-34.
26. Tombros, T., & Crestani, F. (2000). Users' perception of relevance of spoken documents. Journal of the American Society for Information Science, 51(10), 929-939.
27. Vossen, P., Diez-Orzas, P., & Peters, W. (1997). Multilingual design of EuroWordNet. In: P. Vossen, N. Calzolari, G. Adriaens, A. Sanfilippo, Y. Wilks (Eds.), Proceedings of the ACL/EACL-97 Workshop on Automatic Information Extraction and Building of Lexical Semantic Resources for NLP Applications, 1-8.
28. Ward, N., & Tsukahara, W. (2003). A study in responsiveness in spoken dialog. International Journal of Human-Computer Studies, 59(5), 603-630.
29. Weigard, H., & Hoppenbrouwers, S. (1998). Experiences with a multilingual ontology-based lexicon for news filtering. Proceedings of the Ninth International Workshop on Database and Expert Systems Applications. (pp. 160-165). Washington, D.C.: IEEE.
30. Wu, C.-H., & Chen, Y.-J. (2004). Recovery of false rejection using statistical partial pattern trees for sentence verification. Speech Communication, 43(1-2), 71-88.
31. Wu, C.-H., Chiu, Y.-H., Shia, C.-J., & Lin, C.-Y. (2006). Automatic segmentation and identification of mixed-language speech using Delta-BIC and LSA-Based GMMs. IEEE Transactions on Audio, Speech, and Language Processing, 14(1), 266-276.
32. Wu, C.-H., Yan, G.-L., & Lin, C.-L. (2002). Speech act modeling in a spoken dialogue system using a fuzzy fragment-class Markov model. Speech Communication, 38(1-2), 183-199.
33. Wu, C.-H., Yeh, J.-F., & Chen, M.-J. (2005). Domain-specific FAQ retrieval using independent aspects. ACM Transactions on Asian Language Information Processing, 4(1), 1-17.
34. Wu, C.-H., Yeh, J.-F., & Lai, Y.-S. (2006). Semantic segment extraction and matching for Internet FAQ retrieval. IEEE Transactions on Knowledge and Data Engineering, 18(7), 930-940.
35. Yang C., & Li K.-W. (2003). Automatic construction of English/Chinese parallel corpora, Journal of the American Society for Information Science and Technology, 54(8), 730-742.
36. Yeh, J.-F., Wu, C.-H., Chen M.-J., & Yu, L.-C. (2004). Automated alignment and extraction of bilingual domain ontology for cross-language domain-specific applications. Proceedings of COLING 2004 (pp. 1140- 1146). Retrieved January 02, 2008 from https://nats-www.informatik.uni-hamburg.de/ intern/proceedings/2004/COLING/MAIN/pdf/164-235.pdf
37. Yeh, J.-F., & Wu, C.-H. (2006). Edit disfluency detection and correction using a cleanup language model and an alignment model. IEEE Transactions on Audio, Speech, and Language Processing, 14(5), 1574-1583.
38. Yuan, S.-T., & Sun, J. (2005). Ontology-based structured cosine similarity in document summarization with applications to mobile audio-based knowledge management. IEEE Transactions on Systems, Man, and Cybernetics: Part B, 35(5), 1028-1040.