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  1. 学術論文等

Estimation of Interpersonal Relationships in Movies

https://uec.repo.nii.ac.jp/records/9159
https://uec.repo.nii.ac.jp/records/9159
4aa0b721-7ddd-465f-a8d8-429ae6400b7c
名前 / ファイル ライセンス アクション
E99.D_2015MUP0015.pdf E99.D_2015MUP0015 (925.1 kB)
Item type 学術雑誌論文 / Journal Article(1)
公開日 2019-05-08
タイトル
言語 en
タイトル Estimation of Interpersonal Relationships in Movies
言語
言語 eng
キーワード
言語 en
主題Scheme Other
主題 Markov Logic Network
キーワード
言語 en
主題Scheme Other
主題 semantic analysis
キーワード
言語 en
主題Scheme Other
主題 Open Movie Database
キーワード
言語 en
主題Scheme Other
主題 perception/cognitive metrics
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 OHWATARI, Yuta

× OHWATARI, Yuta

WEKO 25012

en OHWATARI, Yuta

Search repository
KAWAMURA, Takahiro

× KAWAMURA, Takahiro

WEKO 25013

en KAWAMURA, Takahiro

Search repository
SEI, Yuichi

× SEI, Yuichi

WEKO 25014

en SEI, Yuichi

Search repository
TAHARA, Yasuyuki

× TAHARA, Yasuyuki

WEKO 25015

en TAHARA, Yasuyuki

Search repository
OHSUGA, Akihiko

× OHSUGA, Akihiko

WEKO 25016

en OHSUGA, Akihiko

Search repository
抄録
内容記述タイプ Abstract
内容記述 In many movies, social conditions and awareness of the issues of the times are depicted in any form. Even if fantasy and science fiction are works far from reality, the character relationship does mirror the real world. Therefore, we try to understand social conditions of the real world by analyzing the movie. As a way to analyze the movies, we propose a method of estimating interpersonal relationships of the characters, using a machine learning technique called Markov Logic Network (MLN) from movie script databases on the Web. The MLN is a probabilistic logic network that can describe the relationships between characters, which are not necessarily satisfied on every line. In experiments, we confirmed that our proposed method can estimate favors between the characters in a movie with F-measure of 58.7%. Finally, by comparing the relationships with social indicators, we discussed the relevance of the movies to the real world.
書誌情報 en : IEICE Transactions on Information and Systems

巻 E99.D, 号 1, p. 128-137, 発行日 2016-01-01
出版者
出版者 The Institute of Electronics, Information and Communication Engineers
ISSN
収録物識別子タイプ ISSN
収録物識別子 0916-8532
DOI
関連タイプ isIdenticalTo
識別子タイプ DOI
関連識別子 10.1587/transinf.2015MUP0015
権利
権利情報 Copyright © 2016 IEICE
関連サイト
識別子タイプ URI
関連識別子 http://search.ieice.org/index.html
著者版フラグ
出版タイプ VoR
出版タイプResource http://purl.org/coar/version/c_970fb48d4fbd8a85
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