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Title:
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QUESTION CLASSIFICATION CONSIDERING ANSWER TYPES WHICH QUESTIONERS WANT |
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Author(s):
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Yuma Minemoto , Naoki Isogai , Ryo Nishimura , Yasuhiko Watanabe , Yoshihiro Okada |
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ISBN:
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978-972-8924-97-3 |
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Editors:
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Hans Weghorn and Pedro Isaías |
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Year:
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2009 |
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Edition:
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V II, 2 |
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Keywords:
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Answer types which questioners want, communications site, Yahoo! chiebukuro |
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Type:
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Reflection Paper |
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First Page:
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281 |
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Last Page:
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284 |
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Language:
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English |
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Cover:
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Full Contents:
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click to dowload 
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Paper Abstract:
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In this study, we propose a method of classifying questions in a communications site to three types from the viewpoint of
answer types which questioners want. We introduced machine learning techniques into the question classification, and
conducted closed and open tests. In the experiments, we show that the results were improved when we used classifiers
developed by using learning samples in other categories. For examination, we used questions and answers submitted to
Yahoo! chiebukuro. |
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