{"type":"ScholarlyArticle","title":"Intelligent Decision Support for Human Team Planning","authors":[{"name":"Joseph Kim","slug":"joseph-kim","given":"Joseph","family":"Kim","affiliation":"Computer Science and Artificial Intelligence Laboratory Massachusetts Institute of Technology"}],"abstract":"In my thesis, I develop computational models for an agent providing intelligent decision support (IDS) during human team planning sessions. My focus is on the development of an agent that help a team of human planners reach an agreement and produce high-quality plans prior to plan execution. I intend to develop novel techniques for an IDS agent that can 1) infer the team's intended plan from their planning conversation, 2) predict parts of the plan where the team's shared understanding is weak, and 3) suggest a resolution strategy when plan conflicts occur among teammates.","doi":"10.24963/ijcai.2018/828","url":"https://ijcai.org/proceedings/2018/828","pdf":"https://ijcai.org/proceedings/2018/0828.pdf","markdown":"https://ijcai.org/proceedings/2018/828.md","bibtex":"https://ijcai.org/proceedings/2018/bibtex/828","volume":{"slug":"2018","title":"Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence","short_title":"IJCAI 2018","url":"https://ijcai.org/proceedings/2018/","year":2018,"location":"Stockholm","dates":"13-19 July 2018","editors":"Jérôme Lang","isbn":"978-0-9992411-2-7","publisher":"International Joint Conferences on Artificial Intelligence Organization","doi_prefix":"10.24963/ijcai.2018"},"section":"Doctoral Consortium","track":"Doctoral Consortium","number":828,"pages":{"first":5769,"last":5770},"keywords":["Planning and Scheduling: Activity and Plan Recognition","Humans and AI: Human-AI Collaboration","Planning and Scheduling: Applications of Planning"],"videos":[],"references":[{"position":1,"raw":"[Di Eugenio et al., 2000] Barbara Di Eugenio, Pamela W Jordan, Richmond H Thomason, and Johanna D Moore. 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Systems, Man and Cybernetics","doi":null,"url":null,"internal_url":null},{"position":3,"raw":"[Kim and Shah, 2016] Joseph Kim and Julie A Shah. Im- proving team's consistency of understanding in meetings. Trans. Human-Machine Systems, 46(5):625-637, 2016.","title":"Improving team's consistency of understanding in meetings","authors":"Joseph Kim, Julie A Shah","year":"2016","venue":"Trans. Human-Machine Systems","doi":null,"url":null,"internal_url":null},{"position":4,"raw":"[Kim et al., 2017] Joseph Kim, Christopher J Banks, and Julie A Shah. Collaborative planning with encoding of users' high-level strategies. In AAAI, pages 955-962, 2017.","title":"Collaborative planning with encoding of users' high-level strategies","authors":"Joseph Kim, Christopher J Banks, Julie A Shah","year":"2017","venue":"AAAI","doi":null,"url":null,"internal_url":null},{"position":5,"raw":"[Kim et al., 2018] Joseph Kim, Matthew E Woicik, Matthew C Gombolay, Sung-Hyun Son, and Julie A Shah. Learning to infer final plans in human team planning. In IJCAI -To Appear, 2018.","title":"Learning to infer final plans in human team planning","authors":"Joseph Kim, Matthew E Woicik, Matthew C Gombolay, Sung-Hyun Son, Julie A Shah","year":"2018","venue":"IJCAI -To Appear","doi":null,"url":null,"internal_url":"/proceedings/2018/663"},{"position":6,"raw":"[Maule, 2010] A John Maule. Can computers help over- come limitations in human decision making? Intl. Jour. of Human-Computer Interaction, 26(2-3):108-119, 2010.","title":"Can computers help overcome limitations in human decision making?","authors":"Maule John","year":"2010","venue":"Intl. Jour. of Human-Computer Interaction","doi":null,"url":null,"internal_url":null},{"position":7,"raw":"[Miller, 2004] C. Miller. Modeling human workload limita- tions on multiple UAV control. In Human Factors, pages 526-527, 2004.","title":"Modeling human workload limitations on multiple UAV control","authors":"C Miller","year":"2004","venue":"Human Factors","doi":null,"url":null,"internal_url":null},{"position":8,"raw":"[Romano and Nunamaker Jr., 2001] N.C. Romano and J.F. Nunamaker Jr. Meeting analysis: findings from research and practice. In Int. Conf. System Sciences, 2001.","title":"Meeting analysis: findings from research and practice","authors":"N C Romano, J F Nunamaker","year":"2001","venue":"Int. Conf. System Sciences","doi":null,"url":null,"internal_url":null}],"license_note":"Copyright International Joint Conferences on Artificial Intelligence."}