{"id":"https://openalex.org/W4283640651","doi":"https://doi.org/10.23919/mipro55190.2022.9803645","title":"Predictive modeling of tennis matches: a review","display_name":"Predictive modeling of tennis matches: a review","publication_year":2022,"publication_date":"2022-05-23","ids":{"openalex":"https://openalex.org/W4283640651","doi":"https://doi.org/10.23919/mipro55190.2022.9803645"},"language":"en","primary_location":{"id":"doi:10.23919/mipro55190.2022.9803645","is_oa":false,"landing_page_url":"https://doi.org/10.23919/mipro55190.2022.9803645","pdf_url":null,"source":{"id":"https://openalex.org/S4363605136","display_name":"2022 45th Jubilee International Convention on Information, Communication and Electronic Technology (MIPRO)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 45th Jubilee International Convention on Information, Communication and Electronic Technology (MIPRO)","raw_type":"proceedings-article"},"type":"review","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5005442178","display_name":"Ana \u0160ar\u010devi\u0107","orcid":"https://orcid.org/0000-0003-1162-4989"},"institutions":[{"id":"https://openalex.org/I181343428","display_name":"University of Zagreb","ror":"https://ror.org/00mv6sv71","country_code":"HR","type":"education","lineage":["https://openalex.org/I181343428"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Ana Sarcevic","raw_affiliation_strings":["University of Zagreb, Faculty of Electrical Engineering and Computing,Croatia","University of Zagreb, Faculty of Electrical Engineering and Computing, Croatia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Zagreb, Faculty of Electrical Engineering and Computing,Croatia","institution_ids":["https://openalex.org/I181343428"]},{"raw_affiliation_string":"University of Zagreb, Faculty of Electrical Engineering and Computing, Croatia","institution_ids":["https://openalex.org/I181343428"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019963981","display_name":"Mihaela Vrani\u0107","orcid":"https://orcid.org/0000-0003-0005-831X"},"institutions":[{"id":"https://openalex.org/I181343428","display_name":"University of Zagreb","ror":"https://ror.org/00mv6sv71","country_code":"HR","type":"education","lineage":["https://openalex.org/I181343428"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Mihaela Vranic","raw_affiliation_strings":["University of Zagreb, Faculty of Electrical Engineering and Computing,Croatia","University of Zagreb, Faculty of Electrical Engineering and Computing, Croatia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Zagreb, Faculty of Electrical Engineering and Computing,Croatia","institution_ids":["https://openalex.org/I181343428"]},{"raw_affiliation_string":"University of Zagreb, Faculty of Electrical Engineering and Computing, Croatia","institution_ids":["https://openalex.org/I181343428"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040933661","display_name":"Damir Pintar","orcid":"https://orcid.org/0000-0001-9589-7890"},"institutions":[{"id":"https://openalex.org/I181343428","display_name":"University of Zagreb","ror":"https://ror.org/00mv6sv71","country_code":"HR","type":"education","lineage":["https://openalex.org/I181343428"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Damir Pintar","raw_affiliation_strings":["University of Zagreb, Faculty of Electrical Engineering and Computing,Croatia","University of Zagreb, Faculty of Electrical Engineering and Computing, Croatia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Zagreb, Faculty of Electrical Engineering and Computing,Croatia","institution_ids":["https://openalex.org/I181343428"]},{"raw_affiliation_string":"University of Zagreb, Faculty of Electrical Engineering and Computing, Croatia","institution_ids":["https://openalex.org/I181343428"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067694973","display_name":"Agneza Krajna","orcid":"https://orcid.org/0000-0001-8304-5463"},"institutions":[{"id":"https://openalex.org/I181343428","display_name":"University of Zagreb","ror":"https://ror.org/00mv6sv71","country_code":"HR","type":"education","lineage":["https://openalex.org/I181343428"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Agneza Krajna","raw_affiliation_strings":["University of Zagreb, Faculty of Electrical Engineering and Computing,Croatia","University of Zagreb, Faculty of Electrical Engineering and Computing, Croatia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Zagreb, Faculty of Electrical Engineering and Computing,Croatia","institution_ids":["https://openalex.org/I181343428"]},{"raw_affiliation_string":"University of Zagreb, Faculty of Electrical Engineering and Computing, Croatia","institution_ids":["https://openalex.org/I181343428"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":9.8925,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.98204159,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1099","last_page":"1104"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11674","display_name":"Sports Analytics and Performance","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11674","display_name":"Sports Analytics and Performance","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10157","display_name":"Sports Performance and Training","score":0.9891999959945679,"subfield":{"id":"https://openalex.org/subfields/2732","display_name":"Orthopedics and Sports Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10813","display_name":"Sport Psychology and Performance","score":0.9269000291824341,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.7922111749649048},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7199850082397461},{"id":"https://openalex.org/keywords/intuition","display_name":"Intuition","score":0.685020923614502},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.553037166595459},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5323363542556763},{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"Domain adaptation","score":0.5254101753234863},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5101388096809387},{"id":"https://openalex.org/keywords/predictive-modelling","display_name":"Predictive modelling","score":0.5018899440765381},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4570505917072296},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.4538328945636749},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.4282619059085846},{"id":"https://openalex.org/keywords/sports-science","display_name":"Sports science","score":0.4241124093532562},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1428852677345276},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13628315925598145},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09118092060089111}],"concepts":[{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.7922111749649048},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7199850082397461},{"id":"https://openalex.org/C132010649","wikidata":"https://www.wikidata.org/wiki/Q189222","display_name":"Intuition","level":2,"score":0.685020923614502},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.553037166595459},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5323363542556763},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.5254101753234863},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5101388096809387},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.5018899440765381},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4570505917072296},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.4538328945636749},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.4282619059085846},{"id":"https://openalex.org/C33313701","wikidata":"https://www.wikidata.org/wiki/Q1298380","display_name":"Sports science","level":2,"score":0.4241124093532562},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1428852677345276},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13628315925598145},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09118092060089111},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.0},{"id":"https://openalex.org/C42407357","wikidata":"https://www.wikidata.org/wiki/Q521","display_name":"Physiology","level":1,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/mipro55190.2022.9803645","is_oa":false,"landing_page_url":"https://doi.org/10.23919/mipro55190.2022.9803645","pdf_url":null,"source":{"id":"https://openalex.org/S4363605136","display_name":"2022 45th Jubilee International Convention on Information, Communication and Electronic Technology (MIPRO)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 45th Jubilee International Convention on Information, Communication and Electronic Technology (MIPRO)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1533688672","https://openalex.org/W1977133098","https://openalex.org/W1981484906","https://openalex.org/W2004691942","https://openalex.org/W2049348684","https://openalex.org/W2057231701","https://openalex.org/W2076978869","https://openalex.org/W2078395845","https://openalex.org/W2081606141","https://openalex.org/W2083813456","https://openalex.org/W2096776776","https://openalex.org/W2106543002","https://openalex.org/W2109622843","https://openalex.org/W2109746721","https://openalex.org/W2127018689","https://openalex.org/W2306547911","https://openalex.org/W2336677943","https://openalex.org/W2510200266","https://openalex.org/W2606446721","https://openalex.org/W2763110165","https://openalex.org/W2769738437","https://openalex.org/W2786507448","https://openalex.org/W2943805632","https://openalex.org/W2979929030","https://openalex.org/W2980162198","https://openalex.org/W3037269701","https://openalex.org/W3038683745","https://openalex.org/W3128655830","https://openalex.org/W3156529121","https://openalex.org/W3203692254","https://openalex.org/W6632130024","https://openalex.org/W6676582871","https://openalex.org/W6746082065","https://openalex.org/W6750265299","https://openalex.org/W6769202917","https://openalex.org/W6779676190"],"related_works":["https://openalex.org/W2975597301","https://openalex.org/W1864954421","https://openalex.org/W3160244858","https://openalex.org/W4312949351","https://openalex.org/W4221031036","https://openalex.org/W4223943233","https://openalex.org/W1963934847","https://openalex.org/W4298054247","https://openalex.org/W4206493799","https://openalex.org/W4283640651"],"abstract_inverted_index":{"Predicting":[0],"the":[1,20,29,56,61,70,75,81,90,122,149,177,184,189],"outcome":[2],"of":[3,12,63,68,83,102,115,124,173,179],"sporting":[4,64],"events":[5,85],"has":[6,94,136],"always":[7],"been":[8,28,95],"a":[9,45,49,99,118,137,142,162],"popular":[10,105],"area":[11],"interest":[13],"for":[14,32,79],"sports":[15,34,107],"professionals":[16],"as":[17,19,108,110],"well":[18,109],"general":[21],"public.":[22],"Although":[23],"domain":[24],"experts":[25],"have":[26],"traditionally":[27],"main":[30],"contributors":[31],"generating":[33],"predictions,":[35],"relying":[36],"solely":[37],"on":[38,129,176,195],"human":[39],"expertise":[40],"and":[41,132,141,152,154],"intuition":[42],"is":[43],"not":[44],"scalable,":[46],"time-effective,":[47],"nor":[48],"cost-effective":[50],"solution.":[51],"Hence,":[52],"computers":[53],"are":[54],"taking":[55],"leading":[57],"role":[58,120],"in":[59,66,121,165],"predicting":[60,80],"outcomes":[62],"events,":[65],"terms":[67],"estimating":[69],"final":[71],"score":[72],"or":[73],"guessing":[74],"winner,":[76],"but":[77],"also":[78],"occurrence":[82],"various":[84],"that":[86],"may":[87],"happen":[88],"during":[89],"game.":[91],"Predictive":[92],"analytics":[93],"effectively":[96],"applied":[97],"to":[98,191],"wide":[100],"range":[101],"sports,":[103],"including":[104],"team":[106],"individual":[111],"sports.":[112],"The":[113],"nature":[114],"sport":[116],"plays":[117],"significant":[119],"adaptation":[123],"different":[125],"predictive":[126],"techniques":[127],"based":[128,194],"diverse":[130],"statistical":[131],"mathematical":[133],"models.":[134],"Tennis":[135],"strongly":[138],"defined":[139],"structure":[140],"rigid":[143],"scoring":[144],"system":[145],"which,":[146],"along":[147],"with":[148],"sport\u2019s":[150],"popularity":[151],"large":[153],"easily":[155],"accessible":[156],"datasets,":[157],"makes":[158],"tennis":[159,180],"match":[160,181],"modeling":[161],"hot":[163],"topic":[164],"scientific":[166,174],"literature.":[167],"This":[168],"paper":[169],"provides":[170],"an":[171],"overview":[172],"papers":[175],"prediction":[178],"outcomes,":[182],"from":[183],"first":[185],"regression-based":[186],"models":[187,193],"all":[188],"way":[190],"complex":[192],"machine":[196],"learning.":[197]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
