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Modeling conversational dynamics and performance in a Social Dilemma task
| dc.contributor.author | Dong, Wen | |
| dc.contributor.author | Lepri, Bruno | |
| dc.contributor.author | Kim, Taemie | |
| dc.contributor.author | Pianesi, Fabio | |
| dc.contributor.author | Pentland, Alex Sandy | |
| dc.date.accessioned | 2021-11-09T14:33:00Z | |
| dc.date.available | 2021-11-09T14:33:00Z | |
| dc.date.issued | 2012-05 | |
| dc.identifier.uri | https://hdl.handle.net/1721.1/137884 | |
| dc.description.abstract | In this paper, we describe a novel approach, based on Markov jump processes, to model group interaction dynamics and group performance. In particular, we estimate conversational events such as turn taking, backchannels, turntransitions at the micro-level (1 minute windows) and then we bridge the micro-level behavior and the macro-level performance. We test this approach with a cooperative game dataset and we verified the relevance of micro-level interaction dynamics in determining a good group performance (e.g. higher speaking turns rate and backchannels rate and lower turns competition rate). © 2012 IEEE. | en_US |
| dc.language.iso | en | |
| dc.publisher | IEEE | en_US |
| dc.relation.isversionof | 10.1109/isccsp.2012.6217775 | en_US |
| dc.rights | Creative Commons Attribution-Noncommercial-Share Alike | en_US |
| dc.rights.uri | http://creativecommons.org/licenses/by-nc-sa/4.0/ | en_US |
| dc.source | MIT web domain | en_US |
| dc.title | Modeling conversational dynamics and performance in a Social Dilemma task | en_US |
| dc.type | Article | en_US |
| dc.identifier.citation | Dong, Wen, Lepri, Bruno, Kim, Taemie, Pianesi, Fabio and Pentland, Alex Sandy. 2012. "Modeling conversational dynamics and performance in a Social Dilemma task." | |
| dc.eprint.version | Author's final manuscript | en_US |
| dc.type.uri | http://purl.org/eprint/type/ConferencePaper | en_US |
| eprint.status | http://purl.org/eprint/status/NonPeerReviewed | en_US |
| dc.date.updated | 2019-07-26T13:13:22Z | |
| dspace.date.submission | 2019-07-26T13:13:23Z | |
| mit.license | OPEN_ACCESS_POLICY | |
| mit.metadata.status | Authority Work and Publication Information Needed | en_US |
