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Mining question-answer pairs from web forum: a survey of challenges and resolutions

Internet forums, which are also known as discussion boards, are popular web applications. Members of the board discuss issues and share ideas to form a community within the board, and as a result generate huge amount of content on different topics on daily basis. Interest in information extraction a...

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Main Authors:	Obasa, Adekunle I., Salim, Naomie, Al-khassawneh, Yazan A.
Format:	Conference or Workshop Item
Language:	English
Published:	2014
Subjects:	QA75 Electronic computers. Computer science
Online Access:	http://eprints.utm.my/id/eprint/60832/1/NaomieSalim2014_MiningQuestionAnswerPairsfromWeb.pdf http://eprints.utm.my/id/eprint/60832/
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id	my.utm.60832
record_format	eprints
spelling	my.utm.608322017-03-08T03:25:15Z http://eprints.utm.my/id/eprint/60832/ Mining question-answer pairs from web forum: a survey of challenges and resolutions Obasa, Adekunle I. Salim, Naomie Al-khassawneh, Yazan A. QA75 Electronic computers. Computer science Internet forums, which are also known as discussion boards, are popular web applications. Members of the board discuss issues and share ideas to form a community within the board, and as a result generate huge amount of content on different topics on daily basis. Interest in information extraction and knowledge discovery from such sources has been on the increase in the research community. A number of factors are limiting the potentiality of mining knowledge from forums. Lexical chasm or lexical gap that renders some Natural Language Processing techniques (NLP) less effective, Informal tone that creates noisy data, drifting of discussion topic that prevents focused mining and asynchronous issue that makes it difficult to establish post-reply relationship are some of the problems that need to be addressed. This survey introduces these challenges within the framework of question answering. The survey provides description of the problems; cites and explores useful publications to the reader for further examination; provides an overview of resolution strategies and findings relevant to the challenges. 2014 Conference or Workshop Item PeerReviewed application/pdf en http://eprints.utm.my/id/eprint/60832/1/NaomieSalim2014_MiningQuestionAnswerPairsfromWeb.pdf Obasa, Adekunle I. and Salim, Naomie and Al-khassawneh, Yazan A. (2014) Mining question-answer pairs from web forum: a survey of challenges and resolutions. In: 5th International Graduate Conference on Engineering, Sciences and Humanities, 19-21 August, 2015, Skudai, Johor.
institution	Universiti Teknologi Malaysia
building	UTM Library
collection	Institutional Repository
continent	Asia
country	Malaysia
content_provider	Universiti Teknologi Malaysia
content_source	UTM Institutional Repository
url_provider	http://eprints.utm.my/
language	English
topic	QA75 Electronic computers. Computer science
spellingShingle	QA75 Electronic computers. Computer science Obasa, Adekunle I. Salim, Naomie Al-khassawneh, Yazan A. Mining question-answer pairs from web forum: a survey of challenges and resolutions
description	Internet forums, which are also known as discussion boards, are popular web applications. Members of the board discuss issues and share ideas to form a community within the board, and as a result generate huge amount of content on different topics on daily basis. Interest in information extraction and knowledge discovery from such sources has been on the increase in the research community. A number of factors are limiting the potentiality of mining knowledge from forums. Lexical chasm or lexical gap that renders some Natural Language Processing techniques (NLP) less effective, Informal tone that creates noisy data, drifting of discussion topic that prevents focused mining and asynchronous issue that makes it difficult to establish post-reply relationship are some of the problems that need to be addressed. This survey introduces these challenges within the framework of question answering. The survey provides description of the problems; cites and explores useful publications to the reader for further examination; provides an overview of resolution strategies and findings relevant to the challenges.
format	Conference or Workshop Item
author	Obasa, Adekunle I. Salim, Naomie Al-khassawneh, Yazan A.
author_facet	Obasa, Adekunle I. Salim, Naomie Al-khassawneh, Yazan A.
author_sort	Obasa, Adekunle I.
title	Mining question-answer pairs from web forum: a survey of challenges and resolutions
title_short	Mining question-answer pairs from web forum: a survey of challenges and resolutions
title_full	Mining question-answer pairs from web forum: a survey of challenges and resolutions
title_fullStr	Mining question-answer pairs from web forum: a survey of challenges and resolutions
title_full_unstemmed	Mining question-answer pairs from web forum: a survey of challenges and resolutions
title_sort	mining question-answer pairs from web forum: a survey of challenges and resolutions
publishDate	2014
url	http://eprints.utm.my/id/eprint/60832/1/NaomieSalim2014_MiningQuestionAnswerPairsfromWeb.pdf http://eprints.utm.my/id/eprint/60832/
_version_	1643654990731935744
score	13.211869

Mining question-answer pairs from web forum: a survey of challenges and resolutions

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