{"id":"https://openalex.org/W980507940","doi":"https://doi.org/10.1007/978-3-319-07142-8_5","title":"Predicting MMO Player Gender from In-Game Attributes Using Machine Learning Models","display_name":"Predicting MMO Player Gender from In-Game Attributes Using Machine Learning Models","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W980507940","doi":"https://doi.org/10.1007/978-3-319-07142-8_5","mag":"980507940"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-07142-8_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-07142-8_5","pdf_url":null,"source":{"id":"https://openalex.org/S4210188945","display_name":"Springer proceedings in complexity","issn_l":"2213-8684","issn":["2213-8684","2213-8692"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Springer Proceedings in Complexity","raw_type":"book-chapter"},"type":"book-chapter","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/A5002528109","display_name":"Tracy Kennedy","orcid":"https://orcid.org/0000-0002-5263-7607"},"institutions":[{"id":"https://openalex.org/I186803428","display_name":"Brock University","ror":"https://ror.org/056am2717","country_code":"CA","type":"education","lineage":["https://openalex.org/I186803428"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Tracy Kennedy","raw_affiliation_strings":["Department of Communication, Popular Culture and Film, Brock University, 500 Glenridge Ave., St. Catharines, L2 S 3A1, St. Catharines, ON, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Communication, Popular Culture and Film, Brock University, 500 Glenridge Ave., St. Catharines, L2 S 3A1, St. Catharines, ON, Canada","institution_ids":["https://openalex.org/I186803428"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031709228","display_name":"Rabindra Ratan","orcid":"https://orcid.org/0000-0001-7611-8046"},"institutions":[{"id":"https://openalex.org/I87216513","display_name":"Michigan State University","ror":"https://ror.org/05hs6h993","country_code":"US","type":"education","lineage":["https://openalex.org/I87216513"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rabindra Ratan","raw_affiliation_strings":["Michigan State University"],"affiliations":[{"raw_affiliation_string":"Michigan State University","institution_ids":["https://openalex.org/I87216513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032357220","display_name":"Komal Kapoor","orcid":"https://orcid.org/0000-0003-2013-2636"},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Komal Kapoor","raw_affiliation_strings":["Department of Computer Science and Engineering, University of Minnesota, 117 Pleasant Street S.E., Minneapolis, MN, 55455, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Minnesota, 117 Pleasant Street S.E., Minneapolis, MN, 55455, USA","institution_ids":["https://openalex.org/I130238516"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103148486","display_name":"Nishith Pathak","orcid":"https://orcid.org/0000-0002-9873-5157"},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nishith Pathak","raw_affiliation_strings":["Department of Computer Science and Engineering, University of Minnesota, 117 Pleasant Street S.E., Minneapolis, MN, 55455, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Minnesota, 117 Pleasant Street S.E., Minneapolis, MN, 55455, USA","institution_ids":["https://openalex.org/I130238516"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054831137","display_name":"Dmitri Williams","orcid":"https://orcid.org/0000-0001-7995-4429"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dmitri Williams","raw_affiliation_strings":["Annenberg School for Communication and Journalism, University of Southern California, North University Park, KER 312, M/C 0281, Los Angeles, CA, 90089-0281, USA"],"affiliations":[{"raw_affiliation_string":"Annenberg School for Communication and Journalism, University of Southern California, North University Park, KER 312, M/C 0281, Los Angeles, CA, 90089-0281, USA","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002187701","display_name":"Jaideep Srivastava","orcid":"https://orcid.org/0000-0001-9385-7545"},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jaideep Srivastava","raw_affiliation_strings":["Department of Computer Science and Engineering, University of Minnesota, 117 Pleasant Street S.E., Minneapolis, MN, 55455, USA","Department of Computer Science, University of Minnesota, Minneapolis, Minnesota, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Minnesota, 117 Pleasant Street S.E., Minneapolis, MN, 55455, USA","institution_ids":["https://openalex.org/I130238516"]},{"raw_affiliation_string":"Department of Computer Science, University of Minnesota, Minneapolis, Minnesota, USA","institution_ids":["https://openalex.org/I130238516"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5002528109"],"corresponding_institution_ids":["https://openalex.org/I186803428"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.06086788,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"69","last_page":"84"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11197","display_name":"Digital Games and Media","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11197","display_name":"Digital Games and Media","score":1.0,"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"}},{"id":"https://openalex.org/T10731","display_name":"Educational Games and Gamification","score":0.995199978351593,"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"}},{"id":"https://openalex.org/T11574","display_name":"Artificial Intelligence in Games","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/c4.5-algorithm","display_name":"C4.5 algorithm","score":0.6379464864730835},{"id":"https://openalex.org/keywords/avatar","display_name":"Avatar","score":0.5912780165672302},{"id":"https://openalex.org/keywords/character","display_name":"Character (mathematics)","score":0.5885575413703918},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.49212807416915894},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.42177578806877136},{"id":"https://openalex.org/keywords/craft","display_name":"Craft","score":0.4117533564567566},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3986743688583374},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3971768915653229},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35956287384033203},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.2829364538192749},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.16763195395469666},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15390411019325256},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.12047064304351807},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.11033305525779724}],"concepts":[{"id":"https://openalex.org/C52003472","wikidata":"https://www.wikidata.org/wiki/Q1022655","display_name":"C4.5 algorithm","level":4,"score":0.6379464864730835},{"id":"https://openalex.org/C2777365542","wikidata":"https://www.wikidata.org/wiki/Q83090","display_name":"Avatar","level":2,"score":0.5912780165672302},{"id":"https://openalex.org/C2780861071","wikidata":"https://www.wikidata.org/wiki/Q1062934","display_name":"Character (mathematics)","level":2,"score":0.5885575413703918},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49212807416915894},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.42177578806877136},{"id":"https://openalex.org/C2779732396","wikidata":"https://www.wikidata.org/wiki/Q2207288","display_name":"Craft","level":2,"score":0.4117533564567566},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3986743688583374},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3971768915653229},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35956287384033203},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.2829364538192749},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.16763195395469666},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15390411019325256},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.12047064304351807},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.11033305525779724},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-07142-8_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-07142-8_5","pdf_url":null,"source":{"id":"https://openalex.org/S4210188945","display_name":"Springer proceedings in complexity","issn_l":"2213-8684","issn":["2213-8684","2213-8692"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Springer Proceedings in Complexity","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.6100000143051147}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1481041318","https://openalex.org/W1515891547","https://openalex.org/W1535174579","https://openalex.org/W1565377632","https://openalex.org/W1634428317","https://openalex.org/W2048154471","https://openalex.org/W2061415652","https://openalex.org/W2075229749","https://openalex.org/W2122410182","https://openalex.org/W2131973091","https://openalex.org/W2133990480","https://openalex.org/W2169331210","https://openalex.org/W2482589566","https://openalex.org/W2623293810","https://openalex.org/W3022307797","https://openalex.org/W4242816731"],"related_works":["https://openalex.org/W2912168137","https://openalex.org/W2771752657","https://openalex.org/W2936836059","https://openalex.org/W2920882006","https://openalex.org/W125190552","https://openalex.org/W1567987063","https://openalex.org/W2030429945","https://openalex.org/W2391860589","https://openalex.org/W3138471234","https://openalex.org/W3116127582"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
