{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,8,7]],"date-time":"2024-08-07T07:42:30Z","timestamp":1723016550334},"publisher-location":"California","reference-count":0,"publisher":"International Joint Conferences on Artificial Intelligence Organization","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021,8]]},"abstract":"<jats:p>Information flow measures, over the duration of a game, the audience\u2019s belief of who will win, and thus can reflect the amount of surprise in a game. To quantify the relationship between information flow and audiences' perceived quality, we conduct a case study where subjects watch one of the world\u2019s biggest esports events, LOL S10.  In addition to eliciting information flow, we also ask subjects to report their rating for each game. We find that the amount of surprise in the end of the game plays a dominant role in predicting the rating. This suggests the importance of incorporating when the surprise occurs, in addition to the amount of surprise, in perceived quality models. For content providers, it implies that everything else being equal, it is better for twists to be more likely to happen toward the end of a show rather than uniformly throughout.<\/jats:p>","DOI":"10.24963\/ijcai.2021\/36","type":"proceedings-article","created":{"date-parts":[[2021,8,11]],"date-time":"2021-08-11T11:00:49Z","timestamp":1628679649000},"page":"252-260","source":"Crossref","is-referenced-by-count":1,"title":["SURPRISE! and When to Schedule It."],"prefix":"10.24963","author":[{"given":"Zhihuan","family":"Huang","sequence":"first","affiliation":[{"name":"Department of Computer Science, Peking University"},{"name":"Center on Frontiers of Computing Studies, Peking University"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shengwei","family":"Xu","sequence":"additional","affiliation":[{"name":"Department of Computer Science, Peking University"},{"name":"Center on Frontiers of Computing Studies, Peking University"},{"name":"School of Information, University of Michigan"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"You","family":"Shan","sequence":"additional","affiliation":[{"name":"School of Economics and Management, Tsinghua University"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yuxuan","family":"Lu","sequence":"additional","affiliation":[{"name":"Department of Computer Science, Peking University"},{"name":"Center on Frontiers of Computing Studies, Peking University"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yuqing","family":"Kong","sequence":"additional","affiliation":[{"name":"Department of Computer Science, Peking University"},{"name":"Center on Frontiers of Computing Studies, Peking University"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tracy Xiao","family":"Liu","sequence":"additional","affiliation":[{"name":"School of Economics and Management, Tsinghua University"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Grant","family":"Schoenebeck","sequence":"additional","affiliation":[{"name":"School of Information, University of Michigan"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"10584","event":{"number":"30","sponsor":["International Joint Conferences on Artificial Intelligence Organization (IJCAI)"],"acronym":"IJCAI-2021","name":"Thirtieth International Joint Conference on Artificial Intelligence {IJCAI-21}","start":{"date-parts":[[2021,8,19]]},"theme":"Artificial Intelligence","location":"Montreal, Canada","end":{"date-parts":[[2021,8,27]]}},"container-title":["Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence"],"original-title":[],"deposited":{"date-parts":[[2021,8,11]],"date-time":"2021-08-11T11:01:02Z","timestamp":1628679662000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.ijcai.org\/proceedings\/2021\/36"}},"subtitle":[],"proceedings-subject":"Artificial Intelligence Research Articles","short-title":[],"issued":{"date-parts":[[2021,8]]},"references-count":0,"URL":"https:\/\/doi.org\/10.24963\/ijcai.2021\/36","relation":{},"subject":[],"published":{"date-parts":[[2021,8]]}}}