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2017 | OriginalPaper | Chapter

BKCA, an E-Consultancy System for Studying

Authors : Thi Thu Trang Nguyen, Viet Thang Dinh, Tuan Dung Cao

Published in: Advances in Information and Communication Technology

Publisher: Springer International Publishing

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Abstract

In education organizations, a number of quotidian and duplicated consulting questions for training programs, university regulations... make difficulties, inconvenient and time-consuming for consultants. This work proposes a method to suggest answers of similar questions, which may help both students and consultants in orientation. This method includes two main tasks: (i) query generation which extracts key phrases from input questions, (ii) searching which find out most similar questions with their answers and relevant scores using extracted key phrases. For the first task, a check strategy was used to build key phrase candidates and the Naïve Bayes Classifier was used to select key phrases. The two different approaches were experimented for the second one: (i) Similarity Comparison Searching, and (ii) Sorl Search Engine. The precision of the key phrase extraction is about 69 %. BKCA, an e-consultancy system for SoICT-HUST, was built and experimented with about 46 % relevant question-answer pairs for the Similarity Comparison searching approach, and about 39 % for the Sorl Search Engine one.

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Literature
3.
go back to reference Agichtein, E., Gravano, L.: Snowball: extracting relations from large plain-text collections. In: Proceedings of the Fifth ACM Conference on Digital Libraries, DL 2000, Texas, USA (2000) Agichtein, E., Gravano, L.: Snowball: extracting relations from large plain-text collections. In: Proceedings of the Fifth ACM Conference on Digital Libraries, DL 2000, Texas, USA (2000)
4.
go back to reference Liu, F., Pennell, D., Liu, F., Liu, Y.: Unsupervised approaches for automatic keyword extraction using meeting transcripts. In: Proceeding of the Conference of the North American Chapter of the ACL, Boulder, Colorado (2009) Liu, F., Pennell, D., Liu, F., Liu, Y.: Unsupervised approaches for automatic keyword extraction using meeting transcripts. In: Proceeding of the Conference of the North American Chapter of the ACL, Boulder, Colorado (2009)
5.
go back to reference Witten, I.H., Paynter, G.W., Frank, E., Gutwin, C., Nevill-Manning, C.G.: KEA: practical automatic key phrase extraction. In: Proceedings of the Fourth ACM Conference on Digital Libraries, California, USA (1999) Witten, I.H., Paynter, G.W., Frank, E., Gutwin, C., Nevill-Manning, C.G.: KEA: practical automatic key phrase extraction. In: Proceedings of the Fourth ACM Conference on Digital Libraries, California, USA (1999)
6.
go back to reference Ravichandran, D., Hovy, E.: Learning surface text patterns for a question answering system. In: Proceedings of the 40th Annual Meeting on Association for Computational Linguistics (ACL 2002), Philadelphia, Pennsylvania (2002) Ravichandran, D., Hovy, E.: Learning surface text patterns for a question answering system. In: Proceedings of the 40th Annual Meeting on Association for Computational Linguistics (ACL 2002), Philadelphia, Pennsylvania (2002)
7.
go back to reference Lee, C.-J., Bruce Croft, W.: Generating queries from user-selected text. In: Proceedings of 4th Information Interaction in Context Symposium (IIIX 2012), Nijmegen, The Netherlands (2012) Lee, C.-J., Bruce Croft, W.: Generating queries from user-selected text. In: Proceedings of 4th Information Interaction in Context Symposium (IIIX 2012), Nijmegen, The Netherlands (2012)
8.
go back to reference Cao, T.-D., Dieng-Kuntz, R., Fiès, B.: An ontology-guided annotation system for technology monitoring. In: IADIS International WWW/Internet 2004 Conference, Madrid, Spain, 6–9 October 2004 Cao, T.-D., Dieng-Kuntz, R., Fiès, B.: An ontology-guided annotation system for technology monitoring. In: IADIS International WWW/Internet 2004 Conference, Madrid, Spain, 6–9 October 2004
Metadata
Title
BKCA, an E-Consultancy System for Studying
Authors
Thi Thu Trang Nguyen
Viet Thang Dinh
Tuan Dung Cao
Copyright Year
2017
DOI
https://doi.org/10.1007/978-3-319-49073-1_20

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