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{ "pk": 26173, "title": "Predicting Decision in Human-Agent Negotiation using functional MRI", "subtitle": null, "abstract": "The importance of human-agent negotiation, and the role ofemotion in such negotiations, have been emphasized in human-agent interaction research. Thus far, studies have focused onbehavioral effects, rather than examining the neural underpin-nings of different behaviors shown in human-agent interac-tions. Here, we used a multi-round negotiation platform, in-stead of the more common single-shot negotiation, and wereable to find distinct brain patterns in emotion-related regionsof the brain during different types of offers. Using multi-voxelpattern analysis to analyze brain imaging data acquired duringfunctional MRI scanning, we show that it is possible to pre-dict whether the negotiator concedes, does not change, or asksfor more during the negotiation. Most importantly, we demon-strate that left dorsal anterior insula, which is known to be anemotion-related brain region, shows a different pattern of ac-tivity for each of the three offer types.", "language": "eng", "license": { "name": "", "short_name": "", "text": null, "url": "" }, "keywords": [ { "word": "Decision-making; Negotiation; fMRI" } ], "section": "Papers", "is_remote": true, "remote_url": "https://escholarship.org/uc/item/5nb7k9bb", "frozenauthors": [ { "first_name": "Eunkyung", "middle_name": "", "last_name": "Kim", "name_suffix": "", "institution": "University of Southern California, Los Angeles", "department": "" }, { "first_name": "Sarah", "middle_name": "I.", "last_name": "Gimbel", "name_suffix": "", "institution": "University of Southern California, Los Angeles", "department": "" }, { "first_name": "Aleksandra", "middle_name": "", "last_name": "Litvinova", "name_suffix": "", "institution": "University of Southern California, Los Angeles", "department": "" }, { "first_name": "Jonas", "middle_name": "T.", "last_name": "Kaplan", "name_suffix": "", "institution": "University of Southern California, Los Angeles", "department": "" }, { "first_name": "Morteza", "middle_name": "", "last_name": "Dehghani", "name_suffix": "", "institution": "University of Southern California, Los Angeles", "department": "" } ], "date_submitted": null, "date_accepted": null, "date_published": "2016-01-01T18:00:00Z", "render_galley": null, "galleys": [ { "label": "PDF", "type": "pdf", "path": "https://journalpub.escholarship.org/cognitivesciencesociety/article/26173/galley/15809/download/" } ] }