マルチモーダル情報に基づくグループ会話におけるコミュニケーション能力の推定
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| Published in | 人工知能学会論文誌 Vol. 31; no. 6; pp. AI30-E_1 - 12 |
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| Main Authors | , , , , , , |
| Format | Journal Article |
| Language | Japanese |
| Published |
一般社団法人 人工知能学会
2016
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| Subjects | |
| Online Access | Get full text |
| ISSN | 1346-0714 1346-8030 |
| DOI | 10.1527/tjsai.AI30-E |
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| Author | 林, 佑樹 黄, 宏軒 松儀, 良広 新田, 克己 高瀬, 裕 岡田, 将吾 中野, 有紀子 |
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| Author_xml | – sequence: 1 fullname: 松儀, 良広 organization: 東京工業大学大学院総合理工学研究科知能システム科学専攻 – sequence: 1 fullname: 新田, 克己 organization: 東京工業大学情報理工学院情報工学系 – sequence: 1 fullname: 林, 佑樹 organization: 大阪府立大学現代システム科学域知識情報システム学類 – sequence: 1 fullname: 中野, 有紀子 organization: 成蹊大学理工学部情報科学科 – sequence: 1 fullname: 黄, 宏軒 organization: 立命館大学情報理工学部情報コミュニケーション学科 – sequence: 1 fullname: 高瀬, 裕 organization: 成蹊大学理工学部情報科学科 – sequence: 1 fullname: 岡田, 将吾 organization: 東京工業大学情報理工学院情報工学系 |
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| References | [Otsuka 07] Otsuka, K., Sawada, H., and Yamato, J.: Automatic inference of cross-modal nonverbal interactions in multiparty conversations: “Who Responds to Whom, When, and How-” from gaze, head gestures, and utterances, in Proc. of ACM ICMI, pp. 255-262, ACM (2007) [Nishida 08] Nishida, T.: Conversational informatics: an engineering approach, Vol. 9, Wiley. com (2008) [Boersma 13] Boersma, P. and Weenink, D.: Praat: Doing Phonetics by Computer, [Computer program],Version 5.3.51 (2013) [Jovanovic 07] Jovanovic, N.: To whom it may concern: addressee identification in face-to-face meetings, CTIT Ph.D. thesis series 07-96 (2007) [Brugman 04] Brugman, H., Russel, A., and Nijmegen, X.: Annotating multi-media/multi-modal resources with ELAN, in Proc. of LREC (2004) [Jayagopi 10] Jayagopi, D. and Gatica-Perez, D.: Mining group nonverbal conversational patterns using probabilistic topic models, IEEE Transactions on Multimedia, Vol. 12, No. 8, pp. 790-802 (2010) [Ishii 13] Ishii, R., Otsuka, K., Kumano, S., Matsuda, M., and Yamato, J.: Predicting next speaker and timing from gaze transition patterns in multi-party meetings, in Proc. of ACM ICMI, pp. 79-86, ACM (2013) [Sanchez-Cortes 12] Sanchez-Cortes, D., Aran, O., Mast, M. S., and Gatica-Perez, D.: A nonverbal behavior approach to identify emergent leaders in small groups, IEEE Trans. on Multimedia, Vol. 14, No. 3, pp. 816-832 (2012) [Tanaka 15] Tanaka, H., Sakti, S., Neubig, G., Toda, T., Negoro, H., Iwasaka, H., and Nakamura, S.: Automated social skills trainer, in Proc. of IUI, pp. 17-27, ACM (2015) [西田09] 西田豊明, 角康之, 松村真宏：社会知デザイン, 知の科学, オーム社(2009) [Gatica-Perez 09] Gatica-Perez, D.: Automatic nonverbal analysis of social interaction in small groups: A review, Image Vision Computing, Vol. 27, No. 12, pp. 1775-1787 (2009) [Aran 13] Aran, O. and Gatica-Perez, D.: One of a Kind: Inferring personality impressions in meetings, in Proc. of ACM ICMI, pp. 11-18, ACM (2013) [Knapp 13] Knapp, M., Hall, J., and Horgan, T.: Nonverbal Communication in Human Interaction, Cengage Learning (2013) [McCowan 05] McCowan, I., Gatica-Perez, D., Bengio, S., Lathoud, G., Barnard, M., and Zhang, D.: Automatic analysis of multimodal group actions in meetings, IEEE Transactions on Pattern Analysis Machine Intelligence, Vol. 27, No. 3, pp. 305-317 (2005) [JAVADA 05] JAVADA 中央職業能力開発協会：若年者就職基礎能力修得のための目安策定委員会報告書, 厚生労働省(2005) [Nguyen 14] Nguyen, L., Frauendorfer, D., Mast, M., and Gatica-Perez, D.: Hire me: computational inference of hirability in employment interviews based on nonverbal behavior, IEEE Transactions on Multimedia, Vol. 16, No. 4, pp. 1018-1031 (2014) [Chen 09] Chen, L. and Harper, M. P.: Multimodal floor control shift detection, in Proc. of ACM ICMI, pp. 15-22, ACM (2009) [Okada 15] Okada, S., Aran, O., and Gatica-Perez, D.: Personality trait classification via co-occurrent multiparty multimodal event discovery, in Proc. of ACM ICMI, pp. 15-22, ACM (2015) [Sanchez-Cortes 13] Sanchez-Cortes, D., Aran, O., Jayagopi, D. B., Mast, M. S., and Gatica-Perez, D.: Emergent leaders through looking and speaking: From audio-visual data to multimodal recognition, Journal on Multimodal User Interfaces, Vol. 7, No. 1-2, pp. 39-53 (2013) [中田11] 中田篤志, 角康之, 西田豊明：非言語行動の出現パターンによる会話構造抽出, 電子情報通信学会論文誌, Vol. 94, No. 1, pp. 113-123 (2011) [Pianesi 08] Pianesi, F., Mana, N., Cappelletti, A., Lepri, B., and Zancanaro, M.: Multimodal recognition of personality traits in social interactions, in Proc. of ACM ICMI, pp. 53-60, ACM (2008) [林15] 林佑樹, 二瓶芙巳雄, 中野有紀子, 黄宏軒, 岡田将吾：グループディスカッションの構築および性格特性との関連性の分析, 情報処理学会論文誌, Vol. 56, No. 4, pp. 1217-1227 (2015) |
| References_xml | – reference: [McCowan 05] McCowan, I., Gatica-Perez, D., Bengio, S., Lathoud, G., Barnard, M., and Zhang, D.: Automatic analysis of multimodal group actions in meetings, IEEE Transactions on Pattern Analysis Machine Intelligence, Vol. 27, No. 3, pp. 305-317 (2005) – reference: [Aran 13] Aran, O. and Gatica-Perez, D.: One of a Kind: Inferring personality impressions in meetings, in Proc. of ACM ICMI, pp. 11-18, ACM (2013) – reference: [西田09] 西田豊明, 角康之, 松村真宏：社会知デザイン, 知の科学, オーム社(2009) – reference: [Otsuka 07] Otsuka, K., Sawada, H., and Yamato, J.: Automatic inference of cross-modal nonverbal interactions in multiparty conversations: “Who Responds to Whom, When, and How-” from gaze, head gestures, and utterances, in Proc. of ACM ICMI, pp. 255-262, ACM (2007) – reference: [Jayagopi 10] Jayagopi, D. and Gatica-Perez, D.: Mining group nonverbal conversational patterns using probabilistic topic models, IEEE Transactions on Multimedia, Vol. 12, No. 8, pp. 790-802 (2010) – reference: [Okada 15] Okada, S., Aran, O., and Gatica-Perez, D.: Personality trait classification via co-occurrent multiparty multimodal event discovery, in Proc. of ACM ICMI, pp. 15-22, ACM (2015) – reference: [Tanaka 15] Tanaka, H., Sakti, S., Neubig, G., Toda, T., Negoro, H., Iwasaka, H., and Nakamura, S.: Automated social skills trainer, in Proc. of IUI, pp. 17-27, ACM (2015) – reference: [Chen 09] Chen, L. and Harper, M. P.: Multimodal floor control shift detection, in Proc. of ACM ICMI, pp. 15-22, ACM (2009) – reference: [Gatica-Perez 09] Gatica-Perez, D.: Automatic nonverbal analysis of social interaction in small groups: A review, Image Vision Computing, Vol. 27, No. 12, pp. 1775-1787 (2009) – reference: [林15] 林佑樹, 二瓶芙巳雄, 中野有紀子, 黄宏軒, 岡田将吾：グループディスカッションの構築および性格特性との関連性の分析, 情報処理学会論文誌, Vol. 56, No. 4, pp. 1217-1227 (2015) – reference: [中田11] 中田篤志, 角康之, 西田豊明：非言語行動の出現パターンによる会話構造抽出, 電子情報通信学会論文誌, Vol. 94, No. 1, pp. 113-123 (2011) – reference: [Pianesi 08] Pianesi, F., Mana, N., Cappelletti, A., Lepri, B., and Zancanaro, M.: Multimodal recognition of personality traits in social interactions, in Proc. of ACM ICMI, pp. 53-60, ACM (2008) – reference: [Jovanovic 07] Jovanovic, N.: To whom it may concern: addressee identification in face-to-face meetings, CTIT Ph.D. thesis series 07-96 (2007) – reference: [Sanchez-Cortes 13] Sanchez-Cortes, D., Aran, O., Jayagopi, D. B., Mast, M. S., and Gatica-Perez, D.: Emergent leaders through looking and speaking: From audio-visual data to multimodal recognition, Journal on Multimodal User Interfaces, Vol. 7, No. 1-2, pp. 39-53 (2013) – reference: [Nishida 08] Nishida, T.: Conversational informatics: an engineering approach, Vol. 9, Wiley. com (2008) – reference: [Sanchez-Cortes 12] Sanchez-Cortes, D., Aran, O., Mast, M. S., and Gatica-Perez, D.: A nonverbal behavior approach to identify emergent leaders in small groups, IEEE Trans. on Multimedia, Vol. 14, No. 3, pp. 816-832 (2012) – reference: [Knapp 13] Knapp, M., Hall, J., and Horgan, T.: Nonverbal Communication in Human Interaction, Cengage Learning (2013) – reference: [Brugman 04] Brugman, H., Russel, A., and Nijmegen, X.: Annotating multi-media/multi-modal resources with ELAN, in Proc. of LREC (2004) – reference: [JAVADA 05] JAVADA 中央職業能力開発協会：若年者就職基礎能力修得のための目安策定委員会報告書, 厚生労働省(2005) – reference: [Boersma 13] Boersma, P. and Weenink, D.: Praat: Doing Phonetics by Computer, [Computer program],Version 5.3.51 (2013) – reference: [Nguyen 14] Nguyen, L., Frauendorfer, D., Mast, M., and Gatica-Perez, D.: Hire me: computational inference of hirability in employment interviews based on nonverbal behavior, IEEE Transactions on Multimedia, Vol. 16, No. 4, pp. 1018-1031 (2014) – reference: [Ishii 13] Ishii, R., Otsuka, K., Kumano, S., Matsuda, M., and Yamato, J.: Predicting next speaker and timing from gaze transition patterns in multi-party meetings, in Proc. of ACM ICMI, pp. 79-86, ACM (2013) |
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| Title | マルチモーダル情報に基づくグループ会話におけるコミュニケーション能力の推定 |
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