{"id":"https://openalex.org/W4390828163","doi":"https://doi.org/10.1177/14738716231220539","title":"Visual analytics of soccer player performance using objective ratings","display_name":"Visual analytics of soccer player performance using objective ratings","publication_year":2024,"publication_date":"2024-01-12","ids":{"openalex":"https://openalex.org/W4390828163","doi":"https://doi.org/10.1177/14738716231220539"},"language":"en","primary_location":{"id":"doi:10.1177/14738716231220539","is_oa":true,"landing_page_url":"https://doi.org/10.1177/14738716231220539","pdf_url":"https://journals.sagepub.com/doi/pdf/10.1177/14738716231220539","source":{"id":"https://openalex.org/S55152591","display_name":"Information Visualization","issn_l":"1473-8716","issn":["1473-8716","1473-8724"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Visualization","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://journals.sagepub.com/doi/pdf/10.1177/14738716231220539","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5053067282","display_name":"Marina Evers","orcid":"https://orcid.org/0000-0003-3904-5065"},"institutions":[{"id":"https://openalex.org/I22465464","display_name":"University of M\u00fcnster","ror":"https://ror.org/00pd74e08","country_code":"DE","type":"education","lineage":["https://openalex.org/I22465464"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Marina Evers","raw_affiliation_strings":["Westf\u00e4lische Wilhelms-Universit\u00e4t M\u00fcnster, M\u00fcnster, Germany"],"raw_orcid":"https://orcid.org/0000-0003-3904-5065","affiliations":[{"raw_affiliation_string":"Westf\u00e4lische Wilhelms-Universit\u00e4t M\u00fcnster, M\u00fcnster, Germany","institution_ids":["https://openalex.org/I22465464"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006088764","display_name":"Adrian Derstroff","orcid":"https://orcid.org/0009-0008-3889-9054"},"institutions":[{"id":"https://openalex.org/I22465464","display_name":"University of M\u00fcnster","ror":"https://ror.org/00pd74e08","country_code":"DE","type":"education","lineage":["https://openalex.org/I22465464"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Adrian Derstroff","raw_affiliation_strings":["Westf\u00e4lische Wilhelms-Universit\u00e4t M\u00fcnster, M\u00fcnster, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Westf\u00e4lische Wilhelms-Universit\u00e4t M\u00fcnster, M\u00fcnster, Germany","institution_ids":["https://openalex.org/I22465464"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037043570","display_name":"Simon Leistikow","orcid":"https://orcid.org/0000-0002-8377-4217"},"institutions":[{"id":"https://openalex.org/I22465464","display_name":"University of M\u00fcnster","ror":"https://ror.org/00pd74e08","country_code":"DE","type":"education","lineage":["https://openalex.org/I22465464"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Simon Leistikow","raw_affiliation_strings":["Westf\u00e4lische Wilhelms-Universit\u00e4t M\u00fcnster, M\u00fcnster, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Westf\u00e4lische Wilhelms-Universit\u00e4t M\u00fcnster, M\u00fcnster, Germany","institution_ids":["https://openalex.org/I22465464"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102604267","display_name":"T Schneider","orcid":null},"institutions":[{"id":"https://openalex.org/I22465464","display_name":"University of M\u00fcnster","ror":"https://ror.org/00pd74e08","country_code":"DE","type":"education","lineage":["https://openalex.org/I22465464"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Tom Schneider","raw_affiliation_strings":["Westf\u00e4lische Wilhelms-Universit\u00e4t M\u00fcnster, M\u00fcnster, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Westf\u00e4lische Wilhelms-Universit\u00e4t M\u00fcnster, M\u00fcnster, Germany","institution_ids":["https://openalex.org/I22465464"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093713351","display_name":"Larissa Mallepree","orcid":null},"institutions":[{"id":"https://openalex.org/I22465464","display_name":"University of M\u00fcnster","ror":"https://ror.org/00pd74e08","country_code":"DE","type":"education","lineage":["https://openalex.org/I22465464"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Larissa Mallepree","raw_affiliation_strings":["Westf\u00e4lische Wilhelms-Universit\u00e4t M\u00fcnster, M\u00fcnster, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Westf\u00e4lische Wilhelms-Universit\u00e4t M\u00fcnster, M\u00fcnster, Germany","institution_ids":["https://openalex.org/I22465464"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093713352","display_name":"Jan Stampke","orcid":null},"institutions":[{"id":"https://openalex.org/I22465464","display_name":"University of M\u00fcnster","ror":"https://ror.org/00pd74e08","country_code":"DE","type":"education","lineage":["https://openalex.org/I22465464"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jan Stampke","raw_affiliation_strings":["Westf\u00e4lische Wilhelms-Universit\u00e4t M\u00fcnster, M\u00fcnster, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Westf\u00e4lische Wilhelms-Universit\u00e4t M\u00fcnster, M\u00fcnster, Germany","institution_ids":["https://openalex.org/I22465464"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093713353","display_name":"Moritz Leisgang","orcid":null},"institutions":[{"id":"https://openalex.org/I22465464","display_name":"University of M\u00fcnster","ror":"https://ror.org/00pd74e08","country_code":"DE","type":"education","lineage":["https://openalex.org/I22465464"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Moritz Leisgang","raw_affiliation_strings":["Westf\u00e4lische Wilhelms-Universit\u00e4t M\u00fcnster, M\u00fcnster, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Westf\u00e4lische Wilhelms-Universit\u00e4t M\u00fcnster, M\u00fcnster, Germany","institution_ids":["https://openalex.org/I22465464"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093713354","display_name":"Sebastian Sprafke","orcid":null},"institutions":[{"id":"https://openalex.org/I22465464","display_name":"University of M\u00fcnster","ror":"https://ror.org/00pd74e08","country_code":"DE","type":"education","lineage":["https://openalex.org/I22465464"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sebastian Sprafke","raw_affiliation_strings":["Westf\u00e4lische Wilhelms-Universit\u00e4t M\u00fcnster, M\u00fcnster, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Westf\u00e4lische Wilhelms-Universit\u00e4t M\u00fcnster, M\u00fcnster, Germany","institution_ids":["https://openalex.org/I22465464"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093713355","display_name":"Melina Schuhl","orcid":null},"institutions":[{"id":"https://openalex.org/I22465464","display_name":"University of M\u00fcnster","ror":"https://ror.org/00pd74e08","country_code":"DE","type":"education","lineage":["https://openalex.org/I22465464"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Melina Schuhl","raw_affiliation_strings":["Westf\u00e4lische Wilhelms-Universit\u00e4t M\u00fcnster, M\u00fcnster, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Westf\u00e4lische Wilhelms-Universit\u00e4t M\u00fcnster, M\u00fcnster, Germany","institution_ids":["https://openalex.org/I22465464"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093713349","display_name":"Niklas Krefft","orcid":null},"institutions":[{"id":"https://openalex.org/I22465464","display_name":"University of M\u00fcnster","ror":"https://ror.org/00pd74e08","country_code":"DE","type":"education","lineage":["https://openalex.org/I22465464"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Niklas Krefft","raw_affiliation_strings":["Westf\u00e4lische Wilhelms-Universit\u00e4t M\u00fcnster, M\u00fcnster, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Westf\u00e4lische Wilhelms-Universit\u00e4t M\u00fcnster, M\u00fcnster, Germany","institution_ids":["https://openalex.org/I22465464"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093713350","display_name":"Felix Droese","orcid":null},"institutions":[{"id":"https://openalex.org/I22465464","display_name":"University of M\u00fcnster","ror":"https://ror.org/00pd74e08","country_code":"DE","type":"education","lineage":["https://openalex.org/I22465464"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Felix Droese","raw_affiliation_strings":["Westf\u00e4lische Wilhelms-Universit\u00e4t M\u00fcnster, M\u00fcnster, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Westf\u00e4lische Wilhelms-Universit\u00e4t M\u00fcnster, M\u00fcnster, Germany","institution_ids":["https://openalex.org/I22465464"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027852213","display_name":"Lars Linsen","orcid":"https://orcid.org/0000-0002-6168-8748"},"institutions":[{"id":"https://openalex.org/I22465464","display_name":"University of M\u00fcnster","ror":"https://ror.org/00pd74e08","country_code":"DE","type":"education","lineage":["https://openalex.org/I22465464"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Lars Linsen","raw_affiliation_strings":["Westf\u00e4lische Wilhelms-Universit\u00e4t M\u00fcnster, M\u00fcnster, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Westf\u00e4lische Wilhelms-Universit\u00e4t M\u00fcnster, M\u00fcnster, Germany","institution_ids":["https://openalex.org/I22465464"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5053067282"],"corresponding_institution_ids":["https://openalex.org/I22465464"],"apc_list":null,"apc_paid":null,"fwci":0.2044,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.40505946,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"23","issue":"2","first_page":"142","last_page":"156"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11439","display_name":"Video Analysis and Summarization","score":0.9818999767303467,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11674","display_name":"Sports Analytics and Performance","score":0.9610000252723694,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8140478730201721},{"id":"https://openalex.org/keywords/championship","display_name":"Championship","score":0.7791067361831665},{"id":"https://openalex.org/keywords/tournament","display_name":"Tournament","score":0.7698085308074951},{"id":"https://openalex.org/keywords/visual-analytics","display_name":"Visual analytics","score":0.6959831714630127},{"id":"https://openalex.org/keywords/football","display_name":"Football","score":0.6675395369529724},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5797996520996094},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5020811557769775},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3896442949771881},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3735736012458801},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3494406044483185}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8140478730201721},{"id":"https://openalex.org/C2779501167","wikidata":"https://www.wikidata.org/wiki/Q1079023","display_name":"Championship","level":2,"score":0.7791067361831665},{"id":"https://openalex.org/C136975688","wikidata":"https://www.wikidata.org/wiki/Q1320634","display_name":"Tournament","level":2,"score":0.7698085308074951},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.6959831714630127},{"id":"https://openalex.org/C2778444522","wikidata":"https://www.wikidata.org/wiki/Q1081491","display_name":"Football","level":2,"score":0.6675395369529724},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5797996520996094},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5020811557769775},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3896442949771881},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3735736012458801},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3494406044483185},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1177/14738716231220539","is_oa":true,"landing_page_url":"https://doi.org/10.1177/14738716231220539","pdf_url":"https://journals.sagepub.com/doi/pdf/10.1177/14738716231220539","source":{"id":"https://openalex.org/S55152591","display_name":"Information Visualization","issn_l":"1473-8716","issn":["1473-8716","1473-8724"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Visualization","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1177/14738716231220539","is_oa":true,"landing_page_url":"https://doi.org/10.1177/14738716231220539","pdf_url":"https://journals.sagepub.com/doi/pdf/10.1177/14738716231220539","source":{"id":"https://openalex.org/S55152591","display_name":"Information Visualization","issn_l":"1473-8716","issn":["1473-8716","1473-8724"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Visualization","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4390828163.pdf"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W2058878000","https://openalex.org/W2076983043","https://openalex.org/W2077385168","https://openalex.org/W2110415902","https://openalex.org/W2125570245","https://openalex.org/W2138199375","https://openalex.org/W2146489397","https://openalex.org/W2287065228","https://openalex.org/W2335396666","https://openalex.org/W2524925309","https://openalex.org/W2525994277","https://openalex.org/W2552276240","https://openalex.org/W2619174663","https://openalex.org/W2626706700","https://openalex.org/W2755577314","https://openalex.org/W2763905446","https://openalex.org/W2853934102","https://openalex.org/W2888032845","https://openalex.org/W2969900428","https://openalex.org/W2971403703","https://openalex.org/W2986447659","https://openalex.org/W3016752259","https://openalex.org/W3068502044","https://openalex.org/W3092406696","https://openalex.org/W3123979837","https://openalex.org/W3160708108"],"related_works":["https://openalex.org/W152699463","https://openalex.org/W3124501758","https://openalex.org/W2061037180","https://openalex.org/W3031454346","https://openalex.org/W2391161436","https://openalex.org/W4387412085","https://openalex.org/W4323355080","https://openalex.org/W1589098589","https://openalex.org/W1970301966","https://openalex.org/W2352671511"],"abstract_inverted_index":{"The":[0],"performance":[1],"of":[2,43,99,102,123],"soccer":[3,9,44],"players":[4,125],"is":[5],"commonly":[6],"rated":[7],"by":[8,58],"experts":[10],"for":[11,37,51,72],"each":[12],"match":[13],"as":[14,16,67,69,94,96],"well":[15,68,95],"over":[17],"a":[18,22,33,38,83],"tournament":[19],"or":[20],"during":[21,112],"season/year.":[23],"However,":[24],"these":[25],"ratings":[26,50],"are":[27],"mostly":[28],"subjective.":[29],"We":[30,47,105],"instead":[31],"propose":[32],"visual":[34],"analytics":[35],"approach":[36,108],"more":[39],"objective,":[40],"data-driven":[41,49],"analysis":[42,92],"players\u2019":[45],"performances.":[46],"introduce":[48],"various":[52],"aspects,":[53],"which":[54],"can":[55,87],"be":[56,88],"combined":[57],"interactively":[59],"assigning":[60],"weights":[61],"to":[62,90,109],"compute":[63],"an":[64],"overall":[65],"score":[66],"individual":[70,100,124],"scores":[71],"passes,":[73],"duels,":[74],"and":[75,119],"shots.":[76],"Our":[77],"tool":[78],"supports":[79],"comparative":[80],"visualizations":[81],"at":[82],"global":[84],"level":[85],"that":[86],"adapted":[89],"different":[91],"tasks":[93],"in-detail":[97,121],"analyses":[98,122],"events":[101],"the":[103,113],"game.":[104],"apply":[106],"our":[107],"data":[110],"gathered":[111],"2020":[114],"UEFA":[115],"European":[116],"Football":[117],"Championship":[118],"perform":[120],"in":[126],"selected":[127],"matches.":[128]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}