{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,19]],"date-time":"2025-06-19T04:09:03Z","timestamp":1750306143855,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":10,"publisher":"ACM","license":[{"start":{"date-parts":[[2017,8,14]],"date-time":"2017-08-14T00:00:00Z","timestamp":1502668800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2017,8,14]]},"DOI":"10.1145\/3102071.3102095","type":"proceedings-article","created":{"date-parts":[[2017,8,29]],"date-time":"2017-08-29T17:54:31Z","timestamp":1504029271000},"page":"1-10","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":7,"title":["Predicting future states in DotA 2 using value-split models of time series attribute data"],"prefix":"10.1145","author":[{"given":"Zach","family":"Cleghern","sequence":"first","affiliation":[{"name":"North Carolina State University"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Soumendra","family":"Lahiri","sequence":"additional","affiliation":[{"name":"North Carolina State University"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Osman","family":"\u00d6zaltin","sequence":"additional","affiliation":[{"name":"North Carolina State University"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"David L.","family":"Roberts","sequence":"additional","affiliation":[{"name":"North Carolina State University"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2017,8,14]]},"reference":[{"volume-title":"Time series analysis: forecasting and control","author":"Box George EP","key":"e_1_3_2_1_1_1","unstructured":"George EP Box , Gwilym M Jenkins , Gregory C Reinsel , and Greta M Ljung . 2015. Time series analysis: forecasting and control . John Wiley & Sons . George EP Box, Gwilym M Jenkins, Gregory C Reinsel, and Greta M Ljung. 2015. Time series analysis: forecasting and control. John Wiley & Sons."},{"key":"e_1_3_2_1_2_1","volume-title":"The regression analysis of binary sequences. Journal of the Royal Statistical Society Series B (Methodological)","author":"Cox David R","year":"1958","unstructured":"David R Cox . 1958. The regression analysis of binary sequences. Journal of the Royal Statistical Society Series B (Methodological) ( 1958 ), 215--242. David R Cox. 1958. The regression analysis of binary sequences. Journal of the Royal Statistical Society Series B (Methodological) (1958), 215--242."},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"crossref","unstructured":"Ethan W Dereszynski Jesse Hostetler Alan Fern Thomas G Dietterich Thao-Trang Hoang and Mark Udarbe. 2011. Learning Probabilistic Behavior Models in Real-Time Strategy Games.. In AIIDE.  Ethan W Dereszynski Jesse Hostetler Alan Fern Thomas G Dietterich Thao-Trang Hoang and Mark Udarbe. 2011. Learning Probabilistic Behavior Models in Real-Time Strategy Games.. In AIIDE.","DOI":"10.1609\/aiide.v7i1.12433"},{"key":"e_1_3_2_1_4_1","volume-title":"Tobias Mahlmann, Matthias Schubert, and Diego Klabajan.","author":"Drachen Anders","year":"2014","unstructured":"Anders Drachen , Matthew Yancey , John Maguire , Derrek Chu , Iris Yuhui Wang , Tobias Mahlmann, Matthias Schubert, and Diego Klabajan. 2014 . Skill-based differences in spatio-temporal team behaviour in defence of the ancients 2 (dota 2). In Games media entertainment (GEM), 2014 IEEE. IEEE , 1--8. Anders Drachen, Matthew Yancey, John Maguire, Derrek Chu, Iris Yuhui Wang, Tobias Mahlmann, Matthias Schubert, and Diego Klabajan. 2014. Skill-based differences in spatio-temporal team behaviour in defence of the ancients 2 (dota 2). In Games media entertainment (GEM), 2014 IEEE. IEEE, 1--8."},{"key":"e_1_3_2_1_5_1","unstructured":"Graham Kurtis Stephen Erickson and Michael Buro. 2014. Global State Evaluation in StarCraft.. In AIIDE.  Graham Kurtis Stephen Erickson and Michael Buro. 2014. Global State Evaluation in StarCraft.. In AIIDE."},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.2307\/2346910"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1145\/2487788.2488147"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.aasri.2014.08.014"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1109\/CIG.2011.6032018"},{"key":"e_1_3_2_1_10_1","unstructured":"Pu Yang Brent E Harrison and David L Roberts. 2014. Identifying patterns in combat that are predictive of success in MOBA games.. In FDG.  Pu Yang Brent E Harrison and David L Roberts. 2014. Identifying patterns in combat that are predictive of success in MOBA games.. In FDG."}],"event":{"name":"FDG'17: International Conference on the Foundations of Digital Games 2017","sponsor":["Microsoft Microsoft","Massive Entertainment Massive Entertainment","SIGAI ACM Special Interest Group on Artificial Intelligence","SIGGRAPH ACM Special Interest Group on Computer Graphics and Interactive Techniques","SIGCHI ACM Special Interest Group on Computer-Human Interaction"],"location":"Hyannis Massachusetts","acronym":"FDG'17"},"container-title":["Proceedings of the 12th International Conference on the Foundations of Digital Games"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3102071.3102095","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3102071.3102095","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T03:39:25Z","timestamp":1750217965000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3102071.3102095"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,8,14]]},"references-count":10,"alternative-id":["10.1145\/3102071.3102095","10.1145\/3102071"],"URL":"https:\/\/doi.org\/10.1145\/3102071.3102095","relation":{},"subject":[],"published":{"date-parts":[[2017,8,14]]},"assertion":[{"value":"2017-08-14","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}