{"id":"https://openalex.org/W4391093824","doi":"https://doi.org/10.1109/bigdata59044.2023.10386444","title":"Novel NBA Fantasy League driven by Engineered Team Chemistry and Scaled Position Statistics","display_name":"Novel NBA Fantasy League driven by Engineered Team Chemistry and Scaled Position Statistics","publication_year":2023,"publication_date":"2023-12-15","ids":{"openalex":"https://openalex.org/W4391093824","doi":"https://doi.org/10.1109/bigdata59044.2023.10386444"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata59044.2023.10386444","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/bigdata59044.2023.10386444","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Big Data (BigData)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5093760148","display_name":"Ganesh Arkanath","orcid":null},"institutions":[{"id":"https://openalex.org/I4210119109","display_name":"Indiana University Bloomington","ror":"https://ror.org/02k40bc56","country_code":"US","type":"education","lineage":["https://openalex.org/I4210119109","https://openalex.org/I592451"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ganesh Arkanath","raw_affiliation_strings":["Indiana University,Computer Science Department,Bloomington,IN,US","Computer Science Department, Indiana University, Bloomington, IN, US"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indiana University,Computer Science Department,Bloomington,IN,US","institution_ids":["https://openalex.org/I4210119109"]},{"raw_affiliation_string":"Computer Science Department, Indiana University, Bloomington, IN, US","institution_ids":["https://openalex.org/I4210119109"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101294919","display_name":"Nishad Gupta","orcid":null},"institutions":[{"id":"https://openalex.org/I4210119109","display_name":"Indiana University Bloomington","ror":"https://ror.org/02k40bc56","country_code":"US","type":"education","lineage":["https://openalex.org/I4210119109","https://openalex.org/I592451"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nishad Gupta","raw_affiliation_strings":["Indiana University,Computer Science Department,Bloomington,IN,US","Computer Science Department, Indiana University, Bloomington, IN, US"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indiana University,Computer Science Department,Bloomington,IN,US","institution_ids":["https://openalex.org/I4210119109"]},{"raw_affiliation_string":"Computer Science Department, Indiana University, Bloomington, IN, US","institution_ids":["https://openalex.org/I4210119109"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070970331","display_name":"Hasan Kurban","orcid":"https://orcid.org/0000-0003-3142-2866"},"institutions":[{"id":"https://openalex.org/I4210119109","display_name":"Indiana University Bloomington","ror":"https://ror.org/02k40bc56","country_code":"US","type":"education","lineage":["https://openalex.org/I4210119109","https://openalex.org/I592451"]},{"id":"https://openalex.org/I58152225","display_name":"Texas A&M University at Qatar","ror":"https://ror.org/03vb4dm14","country_code":"QA","type":"education","lineage":["https://openalex.org/I58152225","https://openalex.org/I91045830"]}],"countries":["QA","US"],"is_corresponding":false,"raw_author_name":"Hasan Kurban","raw_affiliation_strings":["Texas A&#x0026;M University at Qatar,Electrical and Computer Engineering,Doha,Qatar","Computer Science Department, Indiana University, Bloomington, IN, US","Data Science Program, Indiana University, Bloomington, IN, US"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Texas A&#x0026;M University at Qatar,Electrical and Computer Engineering,Doha,Qatar","institution_ids":["https://openalex.org/I58152225"]},{"raw_affiliation_string":"Computer Science Department, Indiana University, Bloomington, IN, US","institution_ids":["https://openalex.org/I4210119109"]},{"raw_affiliation_string":"Data Science Program, Indiana University, Bloomington, IN, US","institution_ids":["https://openalex.org/I4210119109"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040672401","display_name":"Parichit Sharma","orcid":"https://orcid.org/0000-0003-0822-1089"},"institutions":[{"id":"https://openalex.org/I4210119109","display_name":"Indiana University Bloomington","ror":"https://ror.org/02k40bc56","country_code":"US","type":"education","lineage":["https://openalex.org/I4210119109","https://openalex.org/I592451"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Parichit Sharma","raw_affiliation_strings":["Indiana University,Computer Science Department,Bloomington,IN,US","Computer Science Department, Indiana University, Bloomington, IN, US"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indiana University,Computer Science Department,Bloomington,IN,US","institution_ids":["https://openalex.org/I4210119109"]},{"raw_affiliation_string":"Computer Science Department, Indiana University, Bloomington, IN, US","institution_ids":["https://openalex.org/I4210119109"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032042504","display_name":"Krishna Madhavan","orcid":"https://orcid.org/0000-0002-1234-413X"},"institutions":[{"id":"https://openalex.org/I4210119109","display_name":"Indiana University Bloomington","ror":"https://ror.org/02k40bc56","country_code":"US","type":"education","lineage":["https://openalex.org/I4210119109","https://openalex.org/I592451"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"K R Madhavan","raw_affiliation_strings":["Indiana University,Computer Science Department,Bloomington,IN,US","Computer Science Department, Indiana University, Bloomington, IN, US"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indiana University,Computer Science Department,Bloomington,IN,US","institution_ids":["https://openalex.org/I4210119109"]},{"raw_affiliation_string":"Computer Science Department, Indiana University, Bloomington, IN, US","institution_ids":["https://openalex.org/I4210119109"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037076068","display_name":"Elham Khorasani Buxton","orcid":null},"institutions":[{"id":"https://openalex.org/I79884896","display_name":"University of Illinois at Springfield","ror":"https://ror.org/0126qma51","country_code":"US","type":"education","lineage":["https://openalex.org/I79884896"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Elham Khorasani Buxton","raw_affiliation_strings":["University of Illinois,Computer Science Department,Springfield,IL,US","Computer Science Department, University of Illinois, Springfield, IL, US"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois,Computer Science Department,Springfield,IL,US","institution_ids":["https://openalex.org/I79884896"]},{"raw_affiliation_string":"Computer Science Department, University of Illinois, Springfield, IL, US","institution_ids":["https://openalex.org/I79884896"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081672389","display_name":"Mehmet Dalk\u0131l\u0131\u00e7","orcid":"https://orcid.org/0000-0002-0776-7365"},"institutions":[{"id":"https://openalex.org/I4210119109","display_name":"Indiana University Bloomington","ror":"https://ror.org/02k40bc56","country_code":"US","type":"education","lineage":["https://openalex.org/I4210119109","https://openalex.org/I592451"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mehmet M. Dalkilic","raw_affiliation_strings":["Indiana University,Computer Science Department,Bloomington,IN,US","Data Science Program, Indiana University, Bloomington, IN, US","Computer Science Department, Indiana University, Bloomington, IN, US"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indiana University,Computer Science Department,Bloomington,IN,US","institution_ids":["https://openalex.org/I4210119109"]},{"raw_affiliation_string":"Data Science Program, Indiana University, Bloomington, IN, US","institution_ids":["https://openalex.org/I4210119109"]},{"raw_affiliation_string":"Computer Science Department, Indiana University, Bloomington, IN, US","institution_ids":["https://openalex.org/I4210119109"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"43","issue":null,"first_page":"4268","last_page":"4275"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12327","display_name":"Various Chemistry Research Topics","score":0.8906000256538391,"subfield":{"id":"https://openalex.org/subfields/1606","display_name":"Physical and Theoretical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12327","display_name":"Various Chemistry Research Topics","score":0.8906000256538391,"subfield":{"id":"https://openalex.org/subfields/1606","display_name":"Physical and Theoretical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13297","display_name":"History and advancements in chemistry","score":0.8805999755859375,"subfield":{"id":"https://openalex.org/subfields/1606","display_name":"Physical and Theoretical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12527","display_name":"Chemistry and Stereochemistry Studies","score":0.8684999942779541,"subfield":{"id":"https://openalex.org/subfields/1605","display_name":"Organic Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/league","display_name":"League","score":0.8051757216453552},{"id":"https://openalex.org/keywords/fantasy","display_name":"Fantasy","score":0.643848180770874},{"id":"https://openalex.org/keywords/position","display_name":"Position (finance)","score":0.6229327321052551},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.44406867027282715},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3355626165866852},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.12596791982650757},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.07823973894119263}],"concepts":[{"id":"https://openalex.org/C207456731","wikidata":"https://www.wikidata.org/wiki/Q660818","display_name":"League","level":2,"score":0.8051757216453552},{"id":"https://openalex.org/C534859617","wikidata":"https://www.wikidata.org/wiki/Q5434357","display_name":"Fantasy","level":2,"score":0.643848180770874},{"id":"https://openalex.org/C198082294","wikidata":"https://www.wikidata.org/wiki/Q3399648","display_name":"Position (finance)","level":2,"score":0.6229327321052551},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44406867027282715},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3355626165866852},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.12596791982650757},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.07823973894119263},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata59044.2023.10386444","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/bigdata59044.2023.10386444","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Big Data (BigData)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1970122754","https://openalex.org/W2018756516","https://openalex.org/W2088720371","https://openalex.org/W2093387177","https://openalex.org/W2101234009","https://openalex.org/W2114312952","https://openalex.org/W2158009168","https://openalex.org/W2339029440","https://openalex.org/W2344046143","https://openalex.org/W2768348081","https://openalex.org/W2908448204","https://openalex.org/W2913668833","https://openalex.org/W2944737247","https://openalex.org/W2991363757","https://openalex.org/W3009805122","https://openalex.org/W3018701121","https://openalex.org/W3046787452","https://openalex.org/W3092789551","https://openalex.org/W3103864380","https://openalex.org/W3134657465","https://openalex.org/W3134998352","https://openalex.org/W4211240438","https://openalex.org/W4380353856","https://openalex.org/W6675354045","https://openalex.org/W6683036718","https://openalex.org/W6745609711","https://openalex.org/W6784537011"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4389016272","https://openalex.org/W2285591800","https://openalex.org/W4321354283","https://openalex.org/W1605020331","https://openalex.org/W2381490189","https://openalex.org/W587904446","https://openalex.org/W4295555270"],"abstract_inverted_index":{"Fantasy":[0],"Sports":[1],"has":[2],"a":[3,20,42,66,93,105,113,125,131,163],"current":[4],"market":[5],"size":[6],"of":[7,71,108,116],"${\\$}$27B":[8],"and":[9,47,112,153,173,187,206],"is":[10,24,157],"expected":[11],"to":[12,25,54,78,85,92,128,159,191],"grow":[13],"more":[14,67],"than":[15,19],"${\\$}$84B":[16],"in":[17,41],"less":[18],"decade.":[21],"The":[22],"intent":[23],"create":[26],"virtual":[27],"teams":[28,75,172,186],"that":[29],"somehow":[30],"reflect":[31,86],"what":[32,72],"would":[33],"happen":[34],"if":[35],"the":[36,120,135,154,160,207],"constituent":[37],"players":[38],"actually":[39],"played":[40],"team.":[43],"Using":[44],"individual":[45],"player":[46,83,94],"team":[48,97,133,195],"statistics,":[49],"models":[50,147],"can":[51,167,177,201,210],"be":[52,79,202,211],"trained":[53,149],"predict":[55],"an":[56],"outcome.":[57],"But":[58],"fans":[59],"are":[60,148],"left":[61],"wanting":[62],"more.":[63],"To":[64],"achieve":[65],"realistic":[68],"outcome,":[69],"aspects":[70],"makes":[73,134],"live":[74],"win":[76],"need":[77],"included:":[80],"(1)":[81],"transforming":[82],"statistics":[84,111],"their":[87,174,180,194],"relative":[88,109],"importance":[89],"with":[90,182],"respect":[91],"position;":[95],"(2)":[96],"chemistry":[98],"(TC).":[99],"In":[100],"this":[101,151],"work,":[102],"we":[103,123],"show":[104],"novel":[106],"characterization":[107],"position":[110],"new":[114],"description":[115],"TC.":[117,143],"Drawn":[118],"from":[119],"NBA\u2019s":[121],"API,":[122],"form":[124],"data":[126,152],"set":[127],"determine":[129],"whether":[130],"fantasy":[132,171],"playoffs":[136],"using":[137],"almost":[138],"two":[139],"dozen":[140],"features,":[141],"including":[142],"Various":[144],"Machine":[145],"Learning":[146],"on":[150],"best-performing":[155],"model":[156],"offered":[158],"users":[161],"through":[162],"web":[164,199],"service.":[165],"Users":[166],"not":[168],"only":[169],"inspect":[170],"TC":[175],"but":[176],"also":[178],"simulate":[179],"match-ups":[181],"existing":[183],"2023":[184],"NBA":[185],"utilize":[188],"performance":[189],"visualizations":[190],"help":[192],"improve":[193],"creation":[196],"process.":[197],"Our":[198],"service":[200],"accessed":[203],"at":[204,213],"https://dalkilic.luddy.indiana.edu/fantasyleague/,":[205],"source":[208],"code":[209],"found":[212],"https://github.com/gany-15/nbafan.":[214]},"counts_by_year":[],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
