{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,24]],"date-time":"2026-01-24T13:47:13Z","timestamp":1769262433084,"version":"3.49.0"},"reference-count":47,"publisher":"IEEE","license":[{"start":{"date-parts":[[2022,5,23]],"date-time":"2022-05-23T00:00:00Z","timestamp":1653264000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,5,23]],"date-time":"2022-05-23T00:00:00Z","timestamp":1653264000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022,5,23]]},"DOI":"10.23919\/mipro55190.2022.9803645","type":"proceedings-article","created":{"date-parts":[[2022,6,27]],"date-time":"2022-06-27T21:03:21Z","timestamp":1656363801000},"page":"1099-1104","source":"Crossref","is-referenced-by-count":9,"title":["Predictive modeling of tennis matches: a review"],"prefix":"10.23919","author":[{"given":"Ana","family":"Sarcevic","sequence":"first","affiliation":[{"name":"University of Zagreb, Faculty of Electrical Engineering and Computing,Croatia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mihaela","family":"Vranic","sequence":"additional","affiliation":[{"name":"University of Zagreb, Faculty of Electrical Engineering and Computing,Croatia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Damir","family":"Pintar","sequence":"additional","affiliation":[{"name":"University of Zagreb, Faculty of Electrical Engineering and Computing,Croatia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Agneza","family":"Krajna","sequence":"additional","affiliation":[{"name":"University of Zagreb, Faculty of Electrical Engineering and Computing,Croatia"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1080\/02640414.2013.775472"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1177\/1527002507306790"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1111\/rssa.12464"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2016.08.043"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2013.12.028"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijforecast.2010.04.004"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/S0377-2217(02)00682-3"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1111\/j.1475-3995.2000.tb00218.x"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/S0169-2070(98)00067-3"},{"key":"ref34","year":"2015","journal-title":"Serena Williams and the Difference between All-Time Great and Greatest of All Time viewed 10 January 2022"},{"key":"ref10","year":"0","journal-title":"Markov chains and Markov processes viewed 10 January 2022"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijforecast.2009.12.006"},{"key":"ref11","article-title":"Matemati?ka statistika &#x2013; stohasti?ki procesi","author":"elezovic","year":"2016","journal-title":"Elements"},{"key":"ref12","article-title":"Machine learning for the prediction of professional tennis matches","author":"sipko","year":"2015","journal-title":"MEng computing-final year project Imperial College London"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1080\/10671188.1970.10615015"},{"key":"ref14","first-page":"63","article-title":"Using Microsoft Excel to model a tennis match","author":"barnett","year":"2002","journal-title":"6th Conference on Mathematics and Computers in Sport"},{"key":"ref15","first-page":"86","article-title":"Games of two players","volume":"20","author":"hsi","year":"1971","journal-title":"Journal of the Royal Statistical Society Series C (Applied Statistics)"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-842X.1983.tb01222.x"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.35834\/2001\/1303154"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1111\/j.0022-2526.2005.01547.x"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.2202\/1559-0410.1100"},{"key":"ref28","author":"topspin","year":"0","journal-title":"An Introduction to Tennis Elo viewed 10 January 2022"},{"key":"ref4","year":"2021","journal-title":"How to Bet on Tennis viewed 10 January 2022"},{"key":"ref27","article-title":"The Rating of Chessplayers","author":"elo","year":"1978","journal-title":"Past and Present"},{"key":"ref3","year":"2021","journal-title":"Market size of the online gambling industry worldwide from 2019 to 2023 viewed 10 January 2022"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1515\/jqas-2015-0059"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2021.04.011"},{"key":"ref5","author":"sackmann","year":"2019","journal-title":"Jeff Sackmann&#x2019;s tennis point-by-point data [Data file]"},{"key":"ref8","first-page":"1","article-title":"Sports prediction and betting models in the machine learning age: The case of tennis","author":"wilkens","year":"2020","journal-title":"Journal of Sports Analytics (Preprint)"},{"key":"ref7","author":"peters","year":"0","journal-title":"Predicting the Outcomes of Professional Tennis Matches"},{"key":"ref2","year":"0","journal-title":"What is Sports Analytics? viewed 10 January 2022"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1080\/17461391.2020.1793002"},{"key":"ref1","year":"2021","journal-title":"What is Sports Analytics? (Definition Importance and Tips) viewed 10 January 2022"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.22452\/mjcs.vol32no2.2"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1080\/02701367.1986.10605384"},{"key":"ref45","article-title":"Random forest model identifies serve strength as a key predictor of tennis match outcome","author":"gao","year":"2019","journal-title":"arXiv preprint arXiv 1910 01500"},{"key":"ref22","author":"wozniak","year":"2011","journal-title":"Inferring Tennis Match Progress from In-Play Betting Odds Project Report"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.3390\/risks8030068"},{"key":"ref21","first-page":"3","article-title":"Developing a model that reflects outcomes of tennis matches","author":"barnett","year":"2006","journal-title":"proceedings of the 8th Australasian Conference on Mathematics and Computers in Sport"},{"key":"ref42","first-page":"18","article-title":"Tennis winner prediction based on time-series history with neural modeling","volume":"1","author":"somboonphokkaphan","year":"2009","journal-title":"Proceedings of the International Multi Conference of Engineers and Computer Scientists"},{"key":"ref24","first-page":"525","article-title":"A Combinatorial Approach in Predicting the Outcome of Tennis Matches","volume":"31","author":"\u0161ar?evi?","year":"2021","journal-title":"International Journal of Applied Mathematics and Computer Science"},{"key":"ref41","first-page":"790","article-title":"Tennis betting: can statistics beat bookmakers?","volume":"10","author":"lisi","year":"2017","journal-title":"Electronic Journal of Applied Statistical Analysis"},{"key":"ref23","author":"barnett","year":"2012","journal-title":"The Mathematics of Tennis"},{"key":"ref44","first-page":"86","article-title":"Using Soft Computing Techniques for Prediction of Winners in Tennis Matches","volume":"2","author":"de araujo fernandes","year":"2017","journal-title":"Machine Learning Research"},{"key":"ref26","first-page":"68","volume":"2","author":"maxwell","year":"1892","journal-title":"A Treatise on Electricity and Magnetism"},{"key":"ref43","author":"cornman","year":"2017","journal-title":"Machine learning for professional tennis match prediction and betting"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.2307\/2334029"}],"event":{"name":"2022 45th Jubilee International Convention on Information, Communication and Electronic Technology (MIPRO)","location":"Opatija, Croatia","start":{"date-parts":[[2022,5,23]]},"end":{"date-parts":[[2022,5,27]]}},"container-title":["2022 45th Jubilee International Convention on Information, Communication and Electronic Technology (MIPRO)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9803295\/9803050\/09803645.pdf?arnumber=9803645","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,8,5]],"date-time":"2022-08-05T00:40:50Z","timestamp":1659660050000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9803645\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,5,23]]},"references-count":47,"URL":"https:\/\/doi.org\/10.23919\/mipro55190.2022.9803645","relation":{},"subject":[],"published":{"date-parts":[[2022,5,23]]}}}