{"id":"https://openalex.org/W4406460633","doi":"https://doi.org/10.1109/bigdata62323.2024.10825692","title":"FPSRec: Football Players Scouting Recommendation System based on Generative AI","display_name":"FPSRec: Football Players Scouting Recommendation System based on Generative AI","publication_year":2024,"publication_date":"2024-12-15","ids":{"openalex":"https://openalex.org/W4406460633","doi":"https://doi.org/10.1109/bigdata62323.2024.10825692"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata62323.2024.10825692","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata62323.2024.10825692","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Big Data (BigData)","raw_type":"proceedings-article"},"type":"article","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/A5052542784","display_name":"Antonio M. Rinaldi","orcid":"https://orcid.org/0000-0001-7003-4781"},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Antonio Maria Rinaldi","raw_affiliation_strings":["University of Naples Federico II,Department of Electrical Engineering and Information Technologies,Naples,Italy"],"affiliations":[{"raw_affiliation_string":"University of Naples Federico II,Department of Electrical Engineering and Information Technologies,Naples,Italy","institution_ids":["https://openalex.org/I71267560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015945494","display_name":"Ant\u00f3nio Romano","orcid":"https://orcid.org/0000-0002-3783-1233"},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Antonio Romano","raw_affiliation_strings":["University of Naples Federico II,Department of Electrical Engineering and Information Technologies,Naples,Italy"],"affiliations":[{"raw_affiliation_string":"University of Naples Federico II,Department of Electrical Engineering and Information Technologies,Naples,Italy","institution_ids":["https://openalex.org/I71267560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035167174","display_name":"Cristiano Russo","orcid":"https://orcid.org/0000-0002-8732-1733"},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Cristiano Russo","raw_affiliation_strings":["University of Naples Federico II,Department of Electrical Engineering and Information Technologies,Naples,Italy"],"affiliations":[{"raw_affiliation_string":"University of Naples Federico II,Department of Electrical Engineering and Information Technologies,Naples,Italy","institution_ids":["https://openalex.org/I71267560"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035723769","display_name":"Cristian Tommasino","orcid":"https://orcid.org/0000-0001-9763-8745"},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Cristian Tommasino","raw_affiliation_strings":["University of Naples Federico II,Department of Electrical Engineering and Information Technologies,Naples,Italy"],"affiliations":[{"raw_affiliation_string":"University of Naples Federico II,Department of Electrical Engineering and Information Technologies,Naples,Italy","institution_ids":["https://openalex.org/I71267560"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5052542784"],"corresponding_institution_ids":["https://openalex.org/I71267560"],"apc_list":null,"apc_paid":null,"fwci":2.0696,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.91933007,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"7141","last_page":"7150"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11674","display_name":"Sports Analytics and Performance","score":0.9984999895095825,"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":0.9984999895095825,"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/T11439","display_name":"Video Analysis and Summarization","score":0.9714999794960022,"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/T10731","display_name":"Educational Games and Gamification","score":0.9230999946594238,"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/football","display_name":"Football","score":0.757229208946228},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6745011806488037},{"id":"https://openalex.org/keywords/football-players","display_name":"Football players","score":0.5697839260101318},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.5438074469566345},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.5138304829597473},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39560794830322266},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.32055723667144775},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.30930033326148987},{"id":"https://openalex.org/keywords/history","display_name":"History","score":0.0664326548576355}],"concepts":[{"id":"https://openalex.org/C2778444522","wikidata":"https://www.wikidata.org/wiki/Q1081491","display_name":"Football","level":2,"score":0.757229208946228},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6745011806488037},{"id":"https://openalex.org/C3017797855","wikidata":"https://www.wikidata.org/wiki/Q937857","display_name":"Football players","level":3,"score":0.5697839260101318},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.5438074469566345},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.5138304829597473},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39560794830322266},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.32055723667144775},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.30930033326148987},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0664326548576355},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata62323.2024.10825692","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata62323.2024.10825692","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 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":29,"referenced_works":["https://openalex.org/W2025605741","https://openalex.org/W2097011075","https://openalex.org/W2154652894","https://openalex.org/W2606912288","https://openalex.org/W2763658191","https://openalex.org/W2936695845","https://openalex.org/W2945185040","https://openalex.org/W2950289351","https://openalex.org/W2998759805","https://openalex.org/W3013008282","https://openalex.org/W3015652569","https://openalex.org/W3094352126","https://openalex.org/W3135437693","https://openalex.org/W3152927413","https://openalex.org/W3167906655","https://openalex.org/W4206378287","https://openalex.org/W4286987939","https://openalex.org/W4292779060","https://openalex.org/W4367179774","https://openalex.org/W4386928691","https://openalex.org/W4391249658","https://openalex.org/W4394589830","https://openalex.org/W4394929238","https://openalex.org/W4399547977","https://openalex.org/W6682631176","https://openalex.org/W6761205521","https://openalex.org/W6778883912","https://openalex.org/W6784958813","https://openalex.org/W6800875267"],"related_works":["https://openalex.org/W1971660097","https://openalex.org/W2365990048","https://openalex.org/W2015477300","https://openalex.org/W2237606652","https://openalex.org/W4390273403","https://openalex.org/W4386781444","https://openalex.org/W2370570388","https://openalex.org/W2150182025","https://openalex.org/W2364215313","https://openalex.org/W2352044061"],"abstract_inverted_index":{"Player":[0],"scouting":[1,15,133],"in":[2,24,78,116,153],"soccer":[3],"is":[4],"witnessing":[5],"a":[6,46,67,113,126],"surge":[7],"of":[8,29,37,74,81,102,119,142,150],"interest":[9],"from":[10],"the":[11,27,35,38,100,117,140,143,147],"research":[12],"community.":[13],"Traditional":[14],"methods":[16],"are":[17],"often":[18,106],"limited":[19],"by":[20,65,95],"subjectivity":[21],"and":[22,32,55,69,85,93,122,129,134],"biases":[23,104],"evaluation.":[25],"Moreover,":[26],"lack":[28],"structured":[30],"data":[31],"models":[33],"hinders":[34],"progress":[36],"field.":[39],"To":[40],"overcome":[41],"these":[42],"limitations,":[43],"we":[44],"introduce":[45],"novel":[47],"player":[48,63,91],"recommendation":[49],"system":[50],"which":[51],"integrates":[52],"similarity":[53,96],"techniques":[54],"generative":[56],"artificial":[57,86,151],"intelligence.":[58],"It":[59],"aims":[60],"to":[61,88,132],"support":[62],"recruitment":[64],"providing":[66],"data-driven":[68],"inclusive":[70],"approach.":[71],"The":[72,136],"novelty":[73],"our":[75],"work":[76],"lies":[77],"its":[79],"use":[80],"advanced":[82],"machine":[83],"learning":[84],"intelligence":[87,152],"accurately":[89],"predict":[90],"potential":[92,149],"performance":[94],"measures,":[97],"thereby":[98],"mitigating":[99],"influence":[101],"subjective":[103],"that":[105],"affect":[107],"talent":[108,123,155],"identification.":[109],"Our":[110],"contributions":[111],"represent":[112],"significant":[114],"advancement":[115],"field":[118],"sports":[120],"analytics":[121],"identification,":[124],"offering":[125],"more":[127],"equitable":[128],"efficient":[130],"approach":[131],"recruitment.":[135],"results":[137],"obtained":[138],"underscore":[139],"effectiveness":[141],"proposed":[144],"system,":[145],"demonstrating":[146],"transformative":[148],"revolutionizing":[154],"scouting.":[156]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}