{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,19]],"date-time":"2026-01-19T14:35:53Z","timestamp":1768833353656,"version":"3.49.0"},"publisher-location":"Singapore","reference-count":21,"publisher":"Springer Singapore","isbn-type":[{"value":"9789811366604","type":"print"},{"value":"9789811366611","type":"electronic"}],"license":[{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019]]},"DOI":"10.1007\/978-981-13-6661-1_12","type":"book-chapter","created":{"date-parts":[[2019,2,15]],"date-time":"2019-02-15T05:58:46Z","timestamp":1550210326000},"page":"149-160","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":7,"title":["A Novel Learning-to-Rank Method for Automated Camera Movement Control in E-Sports Spectating"],"prefix":"10.1007","author":[{"given":"Hendi","family":"Lie","sequence":"first","affiliation":[]},{"given":"Darren","family":"Lukas","sequence":"additional","affiliation":[]},{"given":"Jonathan","family":"Liebig","sequence":"additional","affiliation":[]},{"given":"Richi","family":"Nayak","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2019,2,16]]},"reference":[{"key":"12_CR1","unstructured":"Khan, I.: Dota 2\u2019s The International 7 breaks esports prize pool record. \n                    http:\/\/www.espn.com.au\/esports\/story\/_\/id\/19861533\/dota-2-international-7-breaks-esports-prize-pool-record\n                    \n                  . Accessed 15 Aug 2018"},{"key":"12_CR2","unstructured":"Perez, M.: Report: Esports to Grow Substantially and Near Billion-Dollar Revenues in 2018. \n                    https:\/\/www.forbes.com\/sites\/mattperez\/2018\/02\/21\/report-esports-to-grow-substantially-and-near-a-billion-dollar-revenues-in-2018\n                    \n                  . Accessed 15 Aug 2018"},{"key":"12_CR3","doi-asserted-by":"publisher","first-page":"211","DOI":"10.1108\/IntR-04-2016-0085","volume":"27","author":"J Hamari","year":"2017","unstructured":"Hamari, J., Sj\u00f6blom, M.: What is eSports and why do people watch it? Internet Res. 27, 211\u2013232 (2017)","journal-title":"Internet Res."},{"key":"12_CR4","unstructured":"Cook, M., Summerville, A., Colton, S.: Off The Beaten Lane: AI Challenges In MOBAs Beyond Player Control. arXiv Artificial Intelligence (cs.AI) (2017)"},{"key":"12_CR5","unstructured":"Phang, D.W.: Intelligent Camera Control in Game Replays (2014)"},{"key":"12_CR6","unstructured":"Did you know that the directed camera is broken?: DotA2. \n                    https:\/\/www.reddit.com\/r\/DotA2\/comments\/3yt2yc\/did_you_know_that_the_directed_camera_is_broken\/\n                    \n                  . Accessed 15 Aug 2018"},{"key":"12_CR7","doi-asserted-by":"crossref","unstructured":"Xu, J., Li, H.: AdaRank: a boosting algorithm for information retrieval. In: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 391\u2013398. ACM Press, New York (2007)","DOI":"10.1145\/1277741.1277809"},{"key":"12_CR8","unstructured":"Valve Inc.: Dota 2 (2018). \n                    http:\/\/blog.dota2.com\/"},{"key":"12_CR9","unstructured":"OpenDota: OpenDota API. \n                    https:\/\/docs.opendota.com\/\n                    \n                  . Accessed 15 Aug 2018"},{"key":"12_CR10","unstructured":"Semenov, A., Romov, P., Neklyudov, K., Yashkov, D., Kireev, D.: Applications of machine learning in Dota 2: Literature review and practical knowledge sharing. In: CEUR Workshop Proceedings, pp. 1\u20135 (2016)"},{"key":"12_CR11","unstructured":"OpenAI: OpenAI Five. \n                    https:\/\/blog.openai.com\/openai-five\/"},{"key":"12_CR12","unstructured":"Vinyals, O., Gaffney, S., Ewalds, T.: DeepMind and Blizzard open StarCraft II as an AI research environment. \n                    https:\/\/deepmind.com\/blog\/deepmind-and-blizzard-open-starcraft-ii-ai-research-environment\/"},{"key":"12_CR13","unstructured":"Tamir, M., Oz, G., Ridnik, T.: Method and system for automatic television production (2017)"},{"key":"12_CR14","unstructured":"Fandom: Spectator Mode - League of Legends Wiki"},{"key":"12_CR15","unstructured":"Dota 2 Gamepedia: Spectating - Dota 2 Wiki"},{"key":"12_CR16","doi-asserted-by":"publisher","first-page":"225","DOI":"10.1561\/1500000016","volume":"3","author":"T-Y Liu","year":"2007","unstructured":"Liu, T.-Y.: Learning to rank for information retrieval. Found. Trends Inf. Retrieval 3, 225\u2013331 (2007)","journal-title":"Found. Trends Inf. Retrieval"},{"key":"12_CR17","doi-asserted-by":"publisher","first-page":"1854","DOI":"10.1587\/transinf.E94.D.1854","volume":"E94-D","author":"H Li","year":"2011","unstructured":"Li, H.: A short introduction to learning to rank. IEICE Trans. Inf. Syst. E94-D, 1854\u20131862 (2011)","journal-title":"IEICE Trans. Inf. Syst."},{"key":"12_CR18","doi-asserted-by":"crossref","unstructured":"Niu, S., Guo, J., Lan, Y., Cheng, X.: Top-k learning to rank: labeling, ranking and evaluation. In: Proceedings of the 35th International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 751\u2013760 (2012)","DOI":"10.1145\/2348283.2348384"},{"key":"12_CR19","unstructured":"Wang, Y., Wang, L., Li, Y., He, D., Liu, T.-Y., Chen, W.: A theoretical analysis of NDCG type ranking measures. In: Conference on Learning Theory, pp. 1\u201326 (2013)"},{"key":"12_CR20","unstructured":"Schrodt, M.: Clarity - Comically fast Dota 2 and CSGO replay parser (2018). \n                    https:\/\/github.com\/skadistats\/clarity"},{"key":"12_CR21","unstructured":"Dang, V.: RankLib (2013). \n                    https:\/\/sourceforge.net\/p\/lemur\/wiki\/RankLib\/"}],"container-title":["Communications in Computer and Information Science","Data Mining"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-981-13-6661-1_12","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,9,20]],"date-time":"2019-09-20T05:20:49Z","timestamp":1568956849000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-981-13-6661-1_12"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"ISBN":["9789811366604","9789811366611"],"references-count":21,"URL":"https:\/\/doi.org\/10.1007\/978-981-13-6661-1_12","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"value":"1865-0929","type":"print"},{"value":"1865-0937","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019]]},"assertion":[{"value":"16 February 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"AusDM","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Australasian Conference on Data Mining","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Bathurst, NSW","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Australia","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2018","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"28 November 2018","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"30 November 2018","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"16","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"ausdm2018","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/ausdm18.ausdm.org","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}