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  1. 論文誌(トランザクション)
  2. データベース(TOD)[電子情報通信学会データ工学研究専門委員会共同編集]
  3. Vol.10
  4. No.2

Event Identification for Explicit and Implicit References on Microblogs

https://ipsj.ixsq.nii.ac.jp/records/182470
https://ipsj.ixsq.nii.ac.jp/records/182470
33a26f46-9685-47fb-8f0a-a91e61b288b1
名前 / ファイル ライセンス アクション
IPSJ-TOD1002004.pdf IPSJ-TOD1002004.pdf (3.3 MB)
Copyright (c) 2017 by the Information Processing Society of Japan
オープンアクセス
Item type Trans(1)
公開日 2017-06-28
タイトル
タイトル Event Identification for Explicit and Implicit References on Microblogs
タイトル
言語 en
タイトル Event Identification for Explicit and Implicit References on Microblogs
言語
言語 eng
キーワード
主題Scheme Other
主題 [研究論文] event identification, implicit reference, reference prediction
資源タイプ
資源タイプ識別子 http://purl.org/coar/resource_type/c_6501
資源タイプ journal article
著者所属
Department of Social Informatics, Graduate School of Informatics, Kyoto University
著者所属
Department of Social Informatics, Graduate School of Informatics, Kyoto University
著者所属
Department of Social Informatics, Graduate School of Informatics, Kyoto University
著者所属
Department of Social Informatics, Graduate School of Informatics, Kyoto University
著者所属(英)
en
Department of Social Informatics, Graduate School of Informatics, Kyoto University
著者所属(英)
en
Department of Social Informatics, Graduate School of Informatics, Kyoto University
著者所属(英)
en
Department of Social Informatics, Graduate School of Informatics, Kyoto University
著者所属(英)
en
Department of Social Informatics, Graduate School of Informatics, Kyoto University
著者名 Jun-Li, Lu

× Jun-Li, Lu

Jun-Li, Lu

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Makoto, P. Kato

× Makoto, P. Kato

Makoto, P. Kato

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Takehiro, Yamamoto

× Takehiro, Yamamoto

Takehiro, Yamamoto

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Katsumi, Tanaka

× Katsumi, Tanaka

Katsumi, Tanaka

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著者名(英) Jun-Li, Lu

× Jun-Li, Lu

en Jun-Li, Lu

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Makoto, P. Kato

× Makoto, P. Kato

en Makoto, P. Kato

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Takehiro, Yamamoto

× Takehiro, Yamamoto

en Takehiro, Yamamoto

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Katsumi, Tanaka

× Katsumi, Tanaka

en Katsumi, Tanaka

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論文抄録
内容記述タイプ Other
内容記述 We address the problem of event identification on microblogs with special attention to implicit reference cases in which events are not referred to by event's information. Most studies identify events referred to by event's information, while there are many implicitly referred events by microblogs, which are difficult to identify for short text such as microblogs. We therefore tackled implicit reference cases by analyzing links from microblogs. The links are able to connect opinions or feeling to their referred events. The analysis of links is particularly important for certain types of implicit references. In addition, we predict reference type of a microblog for accurately ranking referred events. The experimental results suggest that our method was effective for implicit references and predicting reference type was essential for identifying implicitly or explicitly referred events together.
------------------------------
This is a preprint of an article intended for publication Journal of
Information Processing(JIP). This preprint should not be cited. This
article should be cited as: Journal of Information Processing Vol.25(2017) (online)
------------------------------
論文抄録(英)
内容記述タイプ Other
内容記述 We address the problem of event identification on microblogs with special attention to implicit reference cases in which events are not referred to by event's information. Most studies identify events referred to by event's information, while there are many implicitly referred events by microblogs, which are difficult to identify for short text such as microblogs. We therefore tackled implicit reference cases by analyzing links from microblogs. The links are able to connect opinions or feeling to their referred events. The analysis of links is particularly important for certain types of implicit references. In addition, we predict reference type of a microblog for accurately ranking referred events. The experimental results suggest that our method was effective for implicit references and predicting reference type was essential for identifying implicitly or explicitly referred events together.
------------------------------
This is a preprint of an article intended for publication Journal of
Information Processing(JIP). This preprint should not be cited. This
article should be cited as: Journal of Information Processing Vol.25(2017) (online)
------------------------------
書誌レコードID
収録物識別子タイプ NCID
収録物識別子 AA11464847
書誌情報 情報処理学会論文誌データベース(TOD)

巻 10, 号 2, 発行日 2017-06-28
ISSN
収録物識別子タイプ ISSN
収録物識別子 1882-7799
出版者
言語 ja
出版者 情報処理学会
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