Presentation 2020-02-17
Group performance modeling using verbal and nonverbal information
Go Miura, Shogo Okada,
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Abstract(in Japanese) (See Japanese page)
Abstract(in English) This paper presented computational analysis for predicting the group performance which is defined by"product dimensions" [Hackman 1967 et al.] (PD).We extracted multimodal features, such as linguistic, speech turn, prosody, and head movement. To evaluate the model to predict it, we report the experimental result by regression modeling. with the MATRICS corpus with PD annotation, which includes three types of discussion tasks.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) Social Signal Processing / Multimodal Interaction / Group Performance / Machine Learning / Social Science
Paper # NLC2019-40
Date of Issue 2020-02-09 (NLC)

Conference Information
Committee NLC
Conference Date 2020/2/16(2days)
Place (in Japanese) (See Japanese page)
Place (in English) Seikei University
Topics (in Japanese) (See Japanese page)
Topics (in English) Integration of verbal and non-verbal information
Chair Takeshi Sakaki(Hottolink)
Vice Chair Mitsuo Yoshida(Toyohashi Univ. of Tech.) / Kazutaka Shimada(Kyushu Inst. of Tech.)
Secretary Mitsuo Yoshida(Ryukoku Univ.) / Kazutaka Shimada(NTT)
Assistant Takeshi Kobayakawa(NHK) / Hiroki Sakaji(Univ. of Tokyo)

Paper Information
Registration To Technical Committee on Natural Language Understanding and Models of Communication
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Group performance modeling using verbal and nonverbal information
Sub Title (in English)
Keyword(1) Social Signal Processing
Keyword(2) Multimodal Interaction
Keyword(3) Group Performance
Keyword(4) Machine Learning
Keyword(5) Social Science
1st Author's Name Go Miura
1st Author's Affiliation Japan Advanced Science and Technology(JAIST)
2nd Author's Name Shogo Okada
2nd Author's Affiliation Japan Advanced Science and Technology(JAIST)
Date 2020-02-17
Paper # NLC2019-40
Volume (vol) vol.119
Number (no) NLC-415
Page pp.pp.21-26(NLC),
#Pages 6
Date of Issue 2020-02-09 (NLC)