{"id":"https://openalex.org/W3096326666","doi":"https://doi.org/10.1109/bigdata50022.2020.9378154","title":"Valuing Player Actions in Counter-Strike: Global Offensive","display_name":"Valuing Player Actions in Counter-Strike: Global Offensive","publication_year":2020,"publication_date":"2020-12-10","ids":{"openalex":"https://openalex.org/W3096326666","doi":"https://doi.org/10.1109/bigdata50022.2020.9378154","mag":"3096326666"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata50022.2020.9378154","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata50022.2020.9378154","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2011.01324","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5036139759","display_name":"Peter Xenopoulos","orcid":"https://orcid.org/0000-0001-8594-3400"},"institutions":[{"id":"https://openalex.org/I102475099","display_name":"Sup\u00e9lec","ror":"https://ror.org/00n7gwn90","country_code":"FR","type":"education","lineage":["https://openalex.org/I102475099"]},{"id":"https://openalex.org/I4210102264","display_name":"Shandong University of Political Science and Law","ror":"https://ror.org/01b2j5886","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210102264"]},{"id":"https://openalex.org/I15196421","display_name":"University of Applied Sciences and Arts of Southern Switzerland","ror":"https://ror.org/05ep8g269","country_code":"CH","type":"education","lineage":["https://openalex.org/I15196421"]},{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["CH","CN","FR","US"],"is_corresponding":true,"raw_author_name":"Peter Xenopoulos","raw_affiliation_strings":["New York University, New York, NY","New York University<sup>**</sup>"],"affiliations":[{"raw_affiliation_string":"New York University, New York, NY","institution_ids":["https://openalex.org/I57206974"]},{"raw_affiliation_string":"New York University<sup>**</sup>","institution_ids":["https://openalex.org/I15196421","https://openalex.org/I4210102264","https://openalex.org/I102475099"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033801646","display_name":"Harish Doraiswamy","orcid":"https://orcid.org/0000-0003-2995-250X"},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]},{"id":"https://openalex.org/I15196421","display_name":"University of Applied Sciences and Arts of Southern Switzerland","ror":"https://ror.org/05ep8g269","country_code":"CH","type":"education","lineage":["https://openalex.org/I15196421"]},{"id":"https://openalex.org/I4210102264","display_name":"Shandong University of Political Science and Law","ror":"https://ror.org/01b2j5886","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210102264"]},{"id":"https://openalex.org/I102475099","display_name":"Sup\u00e9lec","ror":"https://ror.org/00n7gwn90","country_code":"FR","type":"education","lineage":["https://openalex.org/I102475099"]}],"countries":["CH","CN","FR","US"],"is_corresponding":false,"raw_author_name":"Harish Doraiswamy","raw_affiliation_strings":["New York University, New York, NY","New York University<sup>**</sup>"],"affiliations":[{"raw_affiliation_string":"New York University, New York, NY","institution_ids":["https://openalex.org/I57206974"]},{"raw_affiliation_string":"New York University<sup>**</sup>","institution_ids":["https://openalex.org/I15196421","https://openalex.org/I4210102264","https://openalex.org/I102475099"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003584200","display_name":"Claudio Silva","orcid":"https://orcid.org/0000-0003-2452-2295"},"institutions":[{"id":"https://openalex.org/I4210102264","display_name":"Shandong University of Political Science and Law","ror":"https://ror.org/01b2j5886","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210102264"]},{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]},{"id":"https://openalex.org/I15196421","display_name":"University of Applied Sciences and Arts of Southern Switzerland","ror":"https://ror.org/05ep8g269","country_code":"CH","type":"education","lineage":["https://openalex.org/I15196421"]},{"id":"https://openalex.org/I102475099","display_name":"Sup\u00e9lec","ror":"https://ror.org/00n7gwn90","country_code":"FR","type":"education","lineage":["https://openalex.org/I102475099"]}],"countries":["CH","CN","FR","US"],"is_corresponding":false,"raw_author_name":"Claudio Silva","raw_affiliation_strings":["New York University, New York, NY","New York University<sup>**</sup>"],"affiliations":[{"raw_affiliation_string":"New York University, New York, NY","institution_ids":["https://openalex.org/I57206974"]},{"raw_affiliation_string":"New York University<sup>**</sup>","institution_ids":["https://openalex.org/I15196421","https://openalex.org/I4210102264","https://openalex.org/I102475099"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5036139759"],"corresponding_institution_ids":["https://openalex.org/I102475099","https://openalex.org/I15196421","https://openalex.org/I4210102264","https://openalex.org/I57206974"],"apc_list":null,"apc_paid":null,"fwci":0.73991649,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.83589186,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1283","last_page":"1292"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11674","display_name":"Sports Analytics and Performance","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9800999760627747,"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/T11197","display_name":"Digital Games and Media","score":0.9758999943733215,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/offensive","display_name":"Offensive","score":0.7849480509757996},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6417241096496582},{"id":"https://openalex.org/keywords/valuation","display_name":"Valuation (finance)","score":0.5834859013557434},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.5045522451400757},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4634297788143158},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.45314037799835205},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.4412974715232849},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.26227349042892456},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.18554693460464478},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.12780031561851501},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.12475672364234924},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12408140301704407}],"concepts":[{"id":"https://openalex.org/C176856949","wikidata":"https://www.wikidata.org/wiki/Q2001676","display_name":"Offensive","level":2,"score":0.7849480509757996},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6417241096496582},{"id":"https://openalex.org/C186027771","wikidata":"https://www.wikidata.org/wiki/Q4008379","display_name":"Valuation (finance)","level":2,"score":0.5834859013557434},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.5045522451400757},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4634297788143158},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.45314037799835205},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.4412974715232849},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.26227349042892456},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18554693460464478},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.12780031561851501},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.12475672364234924},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12408140301704407},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/bigdata50022.2020.9378154","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata50022.2020.9378154","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2011.01324","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2011.01324","pdf_url":"https://arxiv.org/pdf/2011.01324","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"mag:3096326666","is_oa":true,"landing_page_url":"http://export.arxiv.org/pdf/2011.01324","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.2011.01324","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2011.01324","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2011.01324","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2011.01324","pdf_url":"https://arxiv.org/pdf/2011.01324","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.4399999976158142,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W630883101","https://openalex.org/W1804893810","https://openalex.org/W1841840321","https://openalex.org/W2098824882","https://openalex.org/W2122686681","https://openalex.org/W2157731580","https://openalex.org/W2287065228","https://openalex.org/W2295598076","https://openalex.org/W2343018738","https://openalex.org/W2529824951","https://openalex.org/W2584690946","https://openalex.org/W2605616600","https://openalex.org/W2733404830","https://openalex.org/W2741442564","https://openalex.org/W2806905225","https://openalex.org/W2810561791","https://openalex.org/W2903919560","https://openalex.org/W2948758375","https://openalex.org/W2951954179","https://openalex.org/W2963255684","https://openalex.org/W2963452116","https://openalex.org/W2964022491","https://openalex.org/W2964250377","https://openalex.org/W2989565911","https://openalex.org/W3098369568","https://openalex.org/W3102476541","https://openalex.org/W3103996020","https://openalex.org/W3104053321","https://openalex.org/W3123979837","https://openalex.org/W4247236552","https://openalex.org/W4288278931","https://openalex.org/W6704683966","https://openalex.org/W6732858555","https://openalex.org/W6750729320","https://openalex.org/W6763345125"],"related_works":["https://openalex.org/W3137572436","https://openalex.org/W2788890977","https://openalex.org/W2944531959","https://openalex.org/W2583899893","https://openalex.org/W3165815401","https://openalex.org/W2302145519","https://openalex.org/W2066873286","https://openalex.org/W3209585639","https://openalex.org/W3004055991","https://openalex.org/W2622746819","https://openalex.org/W3112782837","https://openalex.org/W2039376073","https://openalex.org/W2808048467","https://openalex.org/W2889543512","https://openalex.org/W2327408206","https://openalex.org/W3088448965","https://openalex.org/W1790465897","https://openalex.org/W1953674492","https://openalex.org/W2957797267","https://openalex.org/W2299528423"],"abstract_inverted_index":{"Esports,":[0],"despite":[1],"its":[2],"expanding":[3],"interest,":[4],"lacks":[5],"fundamental":[6],"sports":[7],"analytics":[8],"resources":[9],"such":[10],"as":[11],"accessible":[12],"data":[13,58],"or":[14],"proven":[15],"and":[16,47,76,106,122],"reproducible":[17],"analytical":[18],"frameworks.":[19,112],"Even":[20],"Counter-Strike:":[21],"Global":[22],"Offensive":[23],"(CSGO),":[24],"the":[25],"second":[26],"most":[27],"popular":[28],"esport,":[29],"suffers":[30],"from":[31],"these":[32],"problems.":[33],"Thus,":[34],"quantitative":[35],"evaluation":[36],"of":[37,92],"CSGO":[38,61,99],"players,":[39],"a":[40,57,67,78],"task":[41],"important":[42],"to":[43,81,109],"teams,":[44],"media,":[45],"bettors":[46],"fans,":[48],"is":[49],"difficult.":[50],"To":[51],"address":[52],"this,":[53],"we":[54,101],"introduce":[55],"(1)":[56],"model":[59],"for":[60,71],"with":[62],"an":[63],"open-source":[64],"implementation;":[65],"(2)":[66],"graph":[68],"distance":[69],"measure":[70],"defining":[72],"distances":[73],"in":[74,88],"CSGO;":[75],"(3)":[77],"context-aware":[79],"framework":[80],"value":[82],"players'":[83],"actions":[84],"based":[85],"on":[86],"changes":[87],"their":[89],"team's":[90],"chances":[91],"winning.":[93],"Using":[94],"over":[95],"70":[96],"million":[97],"in-game":[98],"events,":[100],"demonstrate":[102],"our":[103],"framework's":[104],"consistency":[105],"independence":[107],"compared":[108],"existing":[110],"valuation":[111],"We":[113],"also":[114],"provide":[115],"use":[116],"cases":[117],"demonstrating":[118],"high-impact":[119],"play":[120],"identification":[121],"uncertainty":[123],"estimation.":[124]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2026-02-09T09:26:11.010843","created_date":"2025-10-10T00:00:00"}
