{"id":"https://openalex.org/W1989173196","doi":"https://doi.org/10.1109/tciaig.2014.2341665","title":"Integrated Approach to Personalized Procedural Map Generation Using Evolutionary Algorithms","display_name":"Integrated Approach to Personalized Procedural Map Generation Using Evolutionary Algorithms","publication_year":2014,"publication_date":"2014-07-22","ids":{"openalex":"https://openalex.org/W1989173196","doi":"https://doi.org/10.1109/tciaig.2014.2341665","mag":"1989173196"},"language":"en","primary_location":{"id":"doi:10.1109/tciaig.2014.2341665","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tciaig.2014.2341665","pdf_url":null,"source":{"id":"https://openalex.org/S4210179349","display_name":"IEEE Transactions on Computational Intelligence and AI in Games","issn_l":"1943-068X","issn":["1943-068X","1943-0698"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Computational Intelligence and AI in Games","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://stars.library.ucf.edu/scopus2015/324","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5075906421","display_name":"William Raffe","orcid":"https://orcid.org/0000-0001-5310-0943"},"institutions":[{"id":"https://openalex.org/I4210095297","display_name":"MIT University","ror":"https://ror.org/00v140q16","country_code":"MK","type":"education","lineage":["https://openalex.org/I4210095297"]},{"id":"https://openalex.org/I82951845","display_name":"RMIT University","ror":"https://ror.org/04ttjf776","country_code":"AU","type":"education","lineage":["https://openalex.org/I82951845"]}],"countries":["AU","MK"],"is_corresponding":true,"raw_author_name":"William L. Raffe","raw_affiliation_strings":["RMIT University, School of Computer Science and IT, Melbourne, Vic, Australia","School of Computer Science and IT, RMIT University, Melbourne - Australia"],"affiliations":[{"raw_affiliation_string":"RMIT University, School of Computer Science and IT, Melbourne, Vic, Australia","institution_ids":["https://openalex.org/I82951845","https://openalex.org/I4210095297"]},{"raw_affiliation_string":"School of Computer Science and IT, RMIT University, Melbourne - Australia","institution_ids":["https://openalex.org/I82951845"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061528333","display_name":"Fabio Zambetta","orcid":"https://orcid.org/0000-0003-4133-7913"},"institutions":[{"id":"https://openalex.org/I4210095297","display_name":"MIT University","ror":"https://ror.org/00v140q16","country_code":"MK","type":"education","lineage":["https://openalex.org/I4210095297"]},{"id":"https://openalex.org/I82951845","display_name":"RMIT University","ror":"https://ror.org/04ttjf776","country_code":"AU","type":"education","lineage":["https://openalex.org/I82951845"]}],"countries":["AU","MK"],"is_corresponding":false,"raw_author_name":"Fabio Zambetta","raw_affiliation_strings":["RMIT University, School of Computer Science and IT, Melbourne, Vic, Australia","School of Computer Science and IT, RMIT University, Melbourne - Australia"],"affiliations":[{"raw_affiliation_string":"RMIT University, School of Computer Science and IT, Melbourne, Vic, Australia","institution_ids":["https://openalex.org/I82951845","https://openalex.org/I4210095297"]},{"raw_affiliation_string":"School of Computer Science and IT, RMIT University, Melbourne - Australia","institution_ids":["https://openalex.org/I82951845"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100369719","display_name":"Xiaodong Li","orcid":"https://orcid.org/0000-0003-0346-1526"},"institutions":[{"id":"https://openalex.org/I4210095297","display_name":"MIT University","ror":"https://ror.org/00v140q16","country_code":"MK","type":"education","lineage":["https://openalex.org/I4210095297"]},{"id":"https://openalex.org/I82951845","display_name":"RMIT University","ror":"https://ror.org/04ttjf776","country_code":"AU","type":"education","lineage":["https://openalex.org/I82951845"]}],"countries":["AU","MK"],"is_corresponding":false,"raw_author_name":"Xiaodong Li","raw_affiliation_strings":["RMIT University, School of Computer Science and IT, Melbourne, Vic, Australia","School of Computer Science and IT, RMIT University, Melbourne - Australia"],"affiliations":[{"raw_affiliation_string":"RMIT University, School of Computer Science and IT, Melbourne, Vic, Australia","institution_ids":["https://openalex.org/I82951845","https://openalex.org/I4210095297"]},{"raw_affiliation_string":"School of Computer Science and IT, RMIT University, Melbourne - Australia","institution_ids":["https://openalex.org/I82951845"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029264794","display_name":"Kenneth O. Stanley","orcid":"https://orcid.org/0000-0003-4503-0839"},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kenneth O. Stanley","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, University of Central Florida, Orlando, FL, USA","[Department of Electrical Engineering and Computer Science, University of Central florida, Orlando, FL, USA]"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, University of Central Florida, Orlando, FL, USA","institution_ids":["https://openalex.org/I106165777"]},{"raw_affiliation_string":"[Department of Electrical Engineering and Computer Science, University of Central florida, Orlando, FL, USA]","institution_ids":["https://openalex.org/I106165777"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5075906421"],"corresponding_institution_ids":["https://openalex.org/I4210095297","https://openalex.org/I82951845"],"apc_list":null,"apc_paid":null,"fwci":1.6914,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.8715848,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"7","issue":"2","first_page":"139","last_page":"155"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11574","display_name":"Artificial Intelligence in Games","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T11574","display_name":"Artificial Intelligence in Games","score":0.9997000098228455,"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"}},{"id":"https://openalex.org/T11197","display_name":"Digital Games and Media","score":0.9937999844551086,"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/T11439","display_name":"Video Analysis and Summarization","score":0.9923999905586243,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7748585343360901},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.6245250105857849},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.5883312225341797},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.5215408802032471},{"id":"https://openalex.org/keywords/video-game","display_name":"Video game","score":0.5108467936515808},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48683255910873413},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.48295992612838745},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.4738379418849945},{"id":"https://openalex.org/keywords/strategy","display_name":"Strategy","score":0.4106494188308716},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.40186432003974915},{"id":"https://openalex.org/keywords/game-theory","display_name":"Game theory","score":0.26979368925094604},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13894051313400269},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.12328571081161499}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7748585343360901},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.6245250105857849},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.5883312225341797},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.5215408802032471},{"id":"https://openalex.org/C3018412434","wikidata":"https://www.wikidata.org/wiki/Q7889","display_name":"Video game","level":2,"score":0.5108467936515808},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48683255910873413},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.48295992612838745},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.4738379418849945},{"id":"https://openalex.org/C88959737","wikidata":"https://www.wikidata.org/wiki/Q1546627","display_name":"Strategy","level":3,"score":0.4106494188308716},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.40186432003974915},{"id":"https://openalex.org/C177142836","wikidata":"https://www.wikidata.org/wiki/Q44455","display_name":"Game theory","level":2,"score":0.26979368925094604},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13894051313400269},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.12328571081161499},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0}],"mesh":[],"locations_count":7,"locations":[{"id":"doi:10.1109/tciaig.2014.2341665","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tciaig.2014.2341665","pdf_url":null,"source":{"id":"https://openalex.org/S4210179349","display_name":"IEEE Transactions on Computational Intelligence and AI in Games","issn_l":"1943-068X","issn":["1943-068X","1943-0698"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Computational Intelligence and AI in Games","raw_type":"journal-article"},{"id":"pmh:oai:stars.library.ucf.edu:scopus2015-1323","is_oa":true,"landing_page_url":"https://stars.library.ucf.edu/scopus2015/324","pdf_url":null,"source":{"id":"https://openalex.org/S4210172555","display_name":"Journal of International Crisis and Risk Communication Research","issn_l":"2576-0017","issn":["2576-0017","2576-0025"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scopus Export 2015-2019","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.453.3451","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.453.3451","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://goanna.cs.rmit.edu.au/~xiaodong/publications/pcg-tciaig14.pdf","raw_type":"text"},{"id":"pmh:oai:alma.61RMIT_INST:11246985450001341","is_oa":false,"landing_page_url":"http://doi.org/10.1109/TCIAIG.2014.2341665","pdf_url":null,"source":{"id":"https://openalex.org/S4306402074","display_name":"RMIT Research Repository (RMIT University Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I82951845","host_organization_name":"RMIT University","host_organization_lineage":["https://openalex.org/I82951845"],"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":"pmh:oai:figshare.com:article/24481396","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Integrated_Approach_to_Personalized_Procedural_Map_Generation_Using_Evolutionary_Algorithms/24481396","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:figshare.com:article/27464577","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"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":"pmh:oai:opus.lib.uts.edu.au:10453/119320","is_oa":false,"landing_page_url":"http://hdl.handle.net/10453/119320","pdf_url":null,"source":{"id":"https://openalex.org/S4306401357","display_name":"UTS ePRESS (University of Technology Sydney)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114017466","host_organization_name":"University of Technology Sydney","host_organization_lineage":["https://openalex.org/I114017466"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"}],"best_oa_location":{"id":"pmh:oai:stars.library.ucf.edu:scopus2015-1323","is_oa":true,"landing_page_url":"https://stars.library.ucf.edu/scopus2015/324","pdf_url":null,"source":{"id":"https://openalex.org/S4210172555","display_name":"Journal of International Crisis and Risk Communication Research","issn_l":"2576-0017","issn":["2576-0017","2576-0025"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scopus Export 2015-2019","raw_type":"text"},"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.7200000286102295}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W118182368","https://openalex.org/W133537955","https://openalex.org/W578879968","https://openalex.org/W1504694836","https://openalex.org/W1507029541","https://openalex.org/W1530276735","https://openalex.org/W1555295778","https://openalex.org/W1646987250","https://openalex.org/W1808177785","https://openalex.org/W1972978214","https://openalex.org/W1983316266","https://openalex.org/W1997107172","https://openalex.org/W2006865864","https://openalex.org/W2017643809","https://openalex.org/W2020399841","https://openalex.org/W2023532087","https://openalex.org/W2033891568","https://openalex.org/W2036158238","https://openalex.org/W2037557484","https://openalex.org/W2039910796","https://openalex.org/W2061405844","https://openalex.org/W2064540711","https://openalex.org/W2098033180","https://openalex.org/W2098541827","https://openalex.org/W2100170872","https://openalex.org/W2102167895","https://openalex.org/W2108630796","https://openalex.org/W2111149155","https://openalex.org/W2111935653","https://openalex.org/W2113410615","https://openalex.org/W2125055259","https://openalex.org/W2128888606","https://openalex.org/W2146772569","https://openalex.org/W2147169507","https://openalex.org/W2147654806","https://openalex.org/W2152468133","https://openalex.org/W2154022540","https://openalex.org/W2157228037","https://openalex.org/W2168115594","https://openalex.org/W2170567160","https://openalex.org/W2171960770","https://openalex.org/W2190479596","https://openalex.org/W2224682476","https://openalex.org/W2524449277","https://openalex.org/W2892211387","https://openalex.org/W2911964244","https://openalex.org/W4244238212","https://openalex.org/W4252684946","https://openalex.org/W6636826180","https://openalex.org/W6638382830","https://openalex.org/W6682701150","https://openalex.org/W6687562472","https://openalex.org/W6688920267"],"related_works":["https://openalex.org/W2968745142","https://openalex.org/W2809363009","https://openalex.org/W2129785984","https://openalex.org/W3177788952","https://openalex.org/W2900709917","https://openalex.org/W1997876736","https://openalex.org/W2087690537","https://openalex.org/W3197886029","https://openalex.org/W4363672010","https://openalex.org/W1989173196"],"abstract_inverted_index":{"In":[0,18,72],"this":[1,19],"paper,":[2],"we":[3,21,210],"propose":[4],"the":[5,50,73,77,80,83,99,166,176,186,191,196,215],"strategy":[6],"of":[7,68,79,85,109,185,195,204,214],"integrating":[8],"multiple":[9],"evolutionary":[10,96,180],"processes":[11,181],"for":[12,43],"personalized":[13,44],"procedural":[14],"content":[15,86,179,226],"generation":[16],"(PCG).":[17],"vein,":[20],"provide":[22],"a":[23,31,60,65,107,113,118,127,144,169],"concrete":[24],"solution":[25,74,140,187],"that":[26,62,88,148,155,165,175,190,203],"personalizes":[27],"game":[28,34,61,130,161,223],"maps":[29],"in":[30,94],"top-down":[32],"action-shooter":[33],"to":[35,58,151,202],"suit":[36],"an":[37,135],"individual":[38,216],"player's":[39,100],"preferences.":[40],"The":[41,139],"need":[42],"PCG":[45],"is":[46,141,149,171,200],"steadily":[47],"growing":[48],"as":[49,117,168],"player":[51,114,197],"market":[52],"diversifies,":[53],"making":[54],"it":[55],"more":[56,184],"difficult":[57],"design":[59],"will":[63],"accommodate":[64],"broad":[66],"range":[67],"preferences":[69,101],"and":[70,82,92,104,112,131,178,189,225],"skills.":[71],"presented":[75],"here,":[76],"geometry":[78,89,177],"map":[81,153],"density":[84],"within":[87],"are":[90,182],"represented":[91],"generated":[93],"distinct":[95],"processes,":[97],"with":[98,221],"being":[102],"captured":[103],"utilized":[105],"through":[106,134],"combination":[108],"interactive":[110],"evolution":[111],"model":[115],"formulated":[116],"recommender":[119,206],"system.":[120],"All":[121],"these":[122],"components":[123],"were":[124],"implemented":[125,158],"into":[126],"test":[128],"bed":[129],"experimented":[132],"on":[133],"unsupervised":[136],"public":[137],"experiment.":[138],"examined":[142],"against":[143],"plausible":[145],"random":[146,152],"baseline":[147],"comparable":[150],"generators":[154],"have":[156],"been":[157],"by":[159],"independent":[160],"developers.":[162],"Results":[163],"indicate":[164],"system":[167,207],"whole":[170],"receiving":[172],"better":[173],"ratings,":[174],"exploring":[183],"space,":[188],"mean":[192],"prediction":[193],"accuracy":[194],"preference":[198],"models":[199],"equivalent":[201],"existing":[205],"literature.":[208],"Furthermore,":[209],"discuss":[211],"how":[212],"each":[213],"solutions":[217],"can":[218],"be":[219],"used":[220],"other":[222],"genres":[224],"types.":[227]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}