Multimodal Analysis of Group Attitudes Towards Meeting Management

Gabriel Murray, Catherine Lai

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

We present experimental results on the task of automatically predicting group members’ attitudes about management of their meeting, based on linguistic and acoustic features derived from the meeting recordings and transcripts. The group members’ attitudes were gathered from detailed post-meeting questionnaires. A key finding is that features of linguistic content by themselves yield poor prediction performance on this task, but the best results are found by combining acoustic and linguistic features in a multimodal prediction model. When trying to automate the detection of group member attitudes that might be manifested subtly in their language and behaviour, a multimodal analysis is key.
Original languageEnglish
Title of host publicationGroup Interaction Frontiers in Technology (GIFT'18)
Place of PublicationBoulder, CO, USA
PublisherACM
Pages4:1-4:6
Number of pages6
ISBN (Electronic)9781450360777
DOIs
Publication statusPublished - 16 Oct 2018
EventGIFT 2018 Workshop: Group Interaction Frontiers in Technology: Located at ICMI 2018 in Boulder, Colorado, USA - Boulder, United States
Duration: 16 Oct 2018 → …
https://sites.google.com/view/gift18workshop

Conference

ConferenceGIFT 2018 Workshop: Group Interaction Frontiers in Technology
Abbreviated titleGIFT 2018
CountryUnited States
CityBoulder
Period16/10/18 → …
Internet address

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