{"id":"https://openalex.org/W2516589811","doi":"https://doi.org/10.1145/2939672.2939695","title":"Developing a Data-Driven Player Ranking in Soccer Using Predictive Model Weights","display_name":"Developing a Data-Driven Player Ranking in Soccer Using Predictive Model Weights","publication_year":2016,"publication_date":"2016-08-08","ids":{"openalex":"https://openalex.org/W2516589811","doi":"https://doi.org/10.1145/2939672.2939695","mag":"2516589811"},"language":"en","primary_location":{"id":"doi:10.1145/2939672.2939695","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2939672.2939695","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=2939695&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://dl.acm.org/ft_gateway.cfm?id=2939695&type=pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000758253","display_name":"Joel David Brooks","orcid":null},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Joel Brooks","raw_affiliation_strings":["Massachusetts Institute of Technology, Cambridge, MA, USA"],"affiliations":[{"raw_affiliation_string":"Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014596209","display_name":"Matthew Kerr","orcid":null},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Matthew Kerr","raw_affiliation_strings":["Massachusetts Institute of Technology, Cambridge, MA, USA"],"affiliations":[{"raw_affiliation_string":"Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007282049","display_name":"John V. Guttag","orcid":"https://orcid.org/0000-0003-0992-0906"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John Guttag","raw_affiliation_strings":["Massachusetts Institute of Technology, Cambridge, MA, USA"],"affiliations":[{"raw_affiliation_string":"Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5000758253"],"corresponding_institution_ids":["https://openalex.org/I63966007"],"apc_list":null,"apc_paid":null,"fwci":20.1237,"has_fulltext":true,"cited_by_count":59,"citation_normalized_percentile":{"value":0.98964575,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"49","last_page":"55"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11674","display_name":"Sports Analytics and Performance","score":0.9998000264167786,"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":0.9998000264167786,"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":0.980400025844574,"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/T10260","display_name":"Software Engineering Research","score":0.9296000003814697,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/offensive","display_name":"Offensive","score":0.8073738813400269},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.7033156752586365},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6289198994636536},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.5347389578819275},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4970376789569855},{"id":"https://openalex.org/keywords/football","display_name":"Football","score":0.4916296601295471},{"id":"https://openalex.org/keywords/rank","display_name":"Rank (graph theory)","score":0.4396815598011017},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4306687116622925},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21085724234580994},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.16855481266975403},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.14241337776184082},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08970317244529724}],"concepts":[{"id":"https://openalex.org/C176856949","wikidata":"https://www.wikidata.org/wiki/Q2001676","display_name":"Offensive","level":2,"score":0.8073738813400269},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.7033156752586365},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6289198994636536},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.5347389578819275},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4970376789569855},{"id":"https://openalex.org/C2778444522","wikidata":"https://www.wikidata.org/wiki/Q1081491","display_name":"Football","level":2,"score":0.4916296601295471},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.4396815598011017},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4306687116622925},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21085724234580994},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.16855481266975403},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.14241337776184082},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08970317244529724},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"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/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2939672.2939695","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2939672.2939695","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=2939695&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/2939672.2939695","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2939672.2939695","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=2939695&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2516589811.pdf","grobid_xml":"https://content.openalex.org/works/W2516589811.grobid-xml"},"referenced_works_count":20,"referenced_works":["https://openalex.org/W73455353","https://openalex.org/W1559754312","https://openalex.org/W1643201308","https://openalex.org/W1999835727","https://openalex.org/W2034690624","https://openalex.org/W2073692130","https://openalex.org/W2110317531","https://openalex.org/W2111169808","https://openalex.org/W2118585731","https://openalex.org/W2181817108","https://openalex.org/W2296547392","https://openalex.org/W2335396666","https://openalex.org/W2342012314","https://openalex.org/W2343018738","https://openalex.org/W2395006796","https://openalex.org/W2461796485","https://openalex.org/W2531329147","https://openalex.org/W2545266867","https://openalex.org/W2797002824","https://openalex.org/W3001645704"],"related_works":["https://openalex.org/W1568520348","https://openalex.org/W3214407891","https://openalex.org/W3194113117","https://openalex.org/W4287020359","https://openalex.org/W3213194066","https://openalex.org/W51364034","https://openalex.org/W3160516639","https://openalex.org/W2141938446","https://openalex.org/W2898073868","https://openalex.org/W4284663758"],"abstract_inverted_index":{"Quantitative":[0],"evaluation":[1],"of":[2,5,40,51,103],"the":[3,38,49,79,93,112,122],"ability":[4],"soccer":[6],"players":[7,125],"to":[8,10,72,117],"contribute":[9],"team":[11],"offensive":[12,104],"performance":[13],"is":[14,45,63,88],"typically":[15],"based":[16,35,47,89],"on":[17,37,48,91],"goals":[18],"scored,":[19],"assists":[20],"made,":[21],"and":[22,57,108],"shots":[23],"taken.":[24],"In":[25],"this":[26,86],"paper,":[27],"we":[28],"describe":[29],"a":[30,55,67],"novel":[31],"player":[32,95],"ranking":[33],"system":[34],"entirely":[36,90],"value":[39,44],"passes":[41],"completed.":[42],"This":[43,61],"derived":[46,94],"relationship":[50,62],"pass":[52,73],"locations":[53,74],"in":[54,75],"possession":[56],"shot":[58],"opportunities":[59],"generated.":[60],"learned":[64],"by":[65],"applying":[66],"supervised":[68],"machine":[69],"learning":[70],"model":[71],"event":[76],"data":[77],"from":[78,126],"2012-2013":[80],"La":[81],"Liga":[82],"season.":[83],"Interestingly,":[84],"though":[85],"metric":[87],"passes,":[92],"rankings":[96],"are":[97,110],"largely":[98],"consistent":[99],"with":[100],"general":[101],"perceptions":[102],"ability,":[105],"e.g.,":[106],"Messi":[107],"Ronaldo":[109],"near":[111],"top.":[113],"Additionally,":[114],"when":[115],"used":[116],"rank":[118],"midfielders,":[119],"it":[120],"separates":[121],"more":[123],"offensively-minded":[124],"others.":[127]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":4}],"updated_date":"2026-04-12T07:58:50.170612","created_date":"2025-10-10T00:00:00"}
