{"id":"https://openalex.org/W4389315343","doi":"https://doi.org/10.1109/cog57401.2023.10333224","title":"Mining Player Behavior Patterns from Domain-Based Spatial Abstraction in Games","display_name":"Mining Player Behavior Patterns from Domain-Based Spatial Abstraction in Games","publication_year":2023,"publication_date":"2023-08-21","ids":{"openalex":"https://openalex.org/W4389315343","doi":"https://doi.org/10.1109/cog57401.2023.10333224"},"language":"en","primary_location":{"id":"doi:10.1109/cog57401.2023.10333224","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cog57401.2023.10333224","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Conference on Games (CoG)","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/A5072279667","display_name":"Sai Siddartha Maram","orcid":"https://orcid.org/0000-0002-0415-3341"},"institutions":[{"id":"https://openalex.org/I185103710","display_name":"University of California, Santa Cruz","ror":"https://ror.org/03s65by71","country_code":"US","type":"education","lineage":["https://openalex.org/I185103710"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sai Siddartha Maram","raw_affiliation_strings":["University of California Santa Cruz,Santa Cruz,USA","University of California Santa Cruz, Santa Cruz, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California Santa Cruz,Santa Cruz,USA","institution_ids":["https://openalex.org/I185103710"]},{"raw_affiliation_string":"University of California Santa Cruz, Santa Cruz, USA","institution_ids":["https://openalex.org/I185103710"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087933735","display_name":"Johannes Pfau","orcid":"https://orcid.org/0000-0002-8760-5023"},"institutions":[{"id":"https://openalex.org/I185103710","display_name":"University of California, Santa Cruz","ror":"https://ror.org/03s65by71","country_code":"US","type":"education","lineage":["https://openalex.org/I185103710"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Johannes Pfau","raw_affiliation_strings":["University of California Santa Cruz,Santa Cruz,USA","University of California Santa Cruz, Santa Cruz, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California Santa Cruz,Santa Cruz,USA","institution_ids":["https://openalex.org/I185103710"]},{"raw_affiliation_string":"University of California Santa Cruz, Santa Cruz, USA","institution_ids":["https://openalex.org/I185103710"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059209345","display_name":"Jennifer Villareale","orcid":"https://orcid.org/0000-0002-7315-3601"},"institutions":[{"id":"https://openalex.org/I72816309","display_name":"Drexel University","ror":"https://ror.org/04bdffz58","country_code":"US","type":"education","lineage":["https://openalex.org/I72816309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jennifer Villareale","raw_affiliation_strings":["Drexel University,Philadelphia,USA","Drexel University, Philadelphia, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Drexel University,Philadelphia,USA","institution_ids":["https://openalex.org/I72816309"]},{"raw_affiliation_string":"Drexel University, Philadelphia, USA","institution_ids":["https://openalex.org/I72816309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066521198","display_name":"Zhaoqing Teng","orcid":"https://orcid.org/0000-0001-8819-5807"},"institutions":[{"id":"https://openalex.org/I185103710","display_name":"University of California, Santa Cruz","ror":"https://ror.org/03s65by71","country_code":"US","type":"education","lineage":["https://openalex.org/I185103710"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhaoqing Teng","raw_affiliation_strings":["University of California Santa Cruz,Santa Cruz,USA","University of California Santa Cruz, Santa Cruz, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California Santa Cruz,Santa Cruz,USA","institution_ids":["https://openalex.org/I185103710"]},{"raw_affiliation_string":"University of California Santa Cruz, Santa Cruz, USA","institution_ids":["https://openalex.org/I185103710"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086741338","display_name":"Jichen Zhu","orcid":"https://orcid.org/0000-0001-6740-4550"},"institutions":[{"id":"https://openalex.org/I83467386","display_name":"IT University of Copenhagen","ror":"https://ror.org/02309jg23","country_code":"DK","type":"education","lineage":["https://openalex.org/I83467386"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Jichen Zhu","raw_affiliation_strings":["IT University of Copenhagen,Copenhagen,Denmark","IT University of Copenhagen, Copenhagen, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IT University of Copenhagen,Copenhagen,Denmark","institution_ids":["https://openalex.org/I83467386"]},{"raw_affiliation_string":"IT University of Copenhagen, Copenhagen, Denmark","institution_ids":["https://openalex.org/I83467386"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087676774","display_name":"Magy Seif El\u2010Nasr","orcid":"https://orcid.org/0000-0002-7808-1686"},"institutions":[{"id":"https://openalex.org/I185103710","display_name":"University of California, Santa Cruz","ror":"https://ror.org/03s65by71","country_code":"US","type":"education","lineage":["https://openalex.org/I185103710"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Magy Seif El-Nasr","raw_affiliation_strings":["University of California Santa Cruz,Santa Cruz,USA","University of California Santa Cruz, Santa Cruz, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California Santa Cruz,Santa Cruz,USA","institution_ids":["https://openalex.org/I185103710"]},{"raw_affiliation_string":"University of California Santa Cruz, Santa Cruz, USA","institution_ids":["https://openalex.org/I185103710"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.2208,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.96683506,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11574","display_name":"Artificial Intelligence in Games","score":0.9994999766349792,"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":0.9994999766349792,"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":0.9973999857902527,"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/T11674","display_name":"Sports Analytics and Performance","score":0.9907000064849854,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7825000286102295},{"id":"https://openalex.org/keywords/affordance","display_name":"Affordance","score":0.7225098013877869},{"id":"https://openalex.org/keywords/abstraction","display_name":"Abstraction","score":0.7049627304077148},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.6887878179550171},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5191634893417358},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5154669880867004},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.5152578353881836},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5050581097602844},{"id":"https://openalex.org/keywords/generalizability-theory","display_name":"Generalizability theory","score":0.5007622241973877},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.4678395986557007},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.43803805112838745},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3482220768928528}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7825000286102295},{"id":"https://openalex.org/C194995250","wikidata":"https://www.wikidata.org/wiki/Q531136","display_name":"Affordance","level":2,"score":0.7225098013877869},{"id":"https://openalex.org/C124304363","wikidata":"https://www.wikidata.org/wiki/Q673661","display_name":"Abstraction","level":2,"score":0.7049627304077148},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.6887878179550171},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5191634893417358},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5154669880867004},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5152578353881836},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5050581097602844},{"id":"https://openalex.org/C27158222","wikidata":"https://www.wikidata.org/wiki/Q5532422","display_name":"Generalizability theory","level":2,"score":0.5007622241973877},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.4678395986557007},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.43803805112838745},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3482220768928528},{"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/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cog57401.2023.10333224","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cog57401.2023.10333224","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Conference on Games (CoG)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W125031099","https://openalex.org/W171465364","https://openalex.org/W589586069","https://openalex.org/W749276374","https://openalex.org/W1507321583","https://openalex.org/W1540218530","https://openalex.org/W1565097357","https://openalex.org/W1570649589","https://openalex.org/W1607703631","https://openalex.org/W1742823642","https://openalex.org/W1749595086","https://openalex.org/W1854174517","https://openalex.org/W1892741953","https://openalex.org/W1994414501","https://openalex.org/W2012603127","https://openalex.org/W2059977371","https://openalex.org/W2104839068","https://openalex.org/W2130373340","https://openalex.org/W2142777385","https://openalex.org/W2154684496","https://openalex.org/W2548720577","https://openalex.org/W2576966046","https://openalex.org/W2588557581","https://openalex.org/W2727436414","https://openalex.org/W2730060703","https://openalex.org/W2751532182","https://openalex.org/W2886362482","https://openalex.org/W2898502855","https://openalex.org/W2902636578","https://openalex.org/W2971745749","https://openalex.org/W2981837779","https://openalex.org/W3021137173","https://openalex.org/W3093621925","https://openalex.org/W3144170461","https://openalex.org/W3174784913","https://openalex.org/W3207533647","https://openalex.org/W4226030302","https://openalex.org/W4281784970","https://openalex.org/W4282008324","https://openalex.org/W4308426654","https://openalex.org/W4312841718","https://openalex.org/W4312882422","https://openalex.org/W4366549634","https://openalex.org/W6600403798","https://openalex.org/W6607842652","https://openalex.org/W6629993715","https://openalex.org/W6634053852","https://openalex.org/W6639557542","https://openalex.org/W6675743913","https://openalex.org/W6713124516","https://openalex.org/W6732146799","https://openalex.org/W6732322251","https://openalex.org/W6777085159","https://openalex.org/W6803090551"],"related_works":["https://openalex.org/W1972718289","https://openalex.org/W1791514435","https://openalex.org/W2118717649","https://openalex.org/W410723623","https://openalex.org/W2413243053","https://openalex.org/W2346831895","https://openalex.org/W2248634132","https://openalex.org/W2015341305","https://openalex.org/W4225593417","https://openalex.org/W2035068594"],"abstract_inverted_index":{"Identifying":[0],"explainable":[1],"player":[2,11,35,120,194],"strategies":[3,84,121,157,191],"and":[4,37,45,122,138,156,180],"decision":[5],"patterns":[6,155],"that":[7],"give":[8],"insights":[9],"into":[10,150],"behavior":[12],"is":[13],"one":[14],"of":[15,62,72,77,82,90,114,126,130,164,176,196,205],"the":[16,75,80,88,111,124,127,148,162,173,202],"most":[17],"difficult":[18],"tasks":[19],"for":[20,28,172],"game":[21,46,116],"analytics,":[22],"yet":[23],"yields":[24],"great":[25],"informative":[26],"potential":[27,98],"various":[29],"purposes.":[30],"Industrial":[31],"stakeholders":[32],"can":[33,153],"capture":[34,133],"experience":[36],"infer":[38],"issues":[39],"or":[40],"feedback":[41],"on":[42],"design,":[43],"content,":[44],"balancing":[47],"-":[48],"while":[49],"players":[50],"themselves":[51],"might":[52],"want":[53],"to":[54,58,64,99,118,132],"leverage":[55],"this":[56,106],"technique":[57],"contrast":[59],"their":[60,97],"style":[61],"play":[63],"other":[65],"players,":[66],"fostering":[67],"self-regulated":[68],"learning.":[69],"On":[70],"top":[71],"that,":[73],"in":[74,158],"case":[76,170,187],"educational":[78,102,177],"games,":[79],"identification":[81],"learning":[83],"(as":[85],"well":[86],"as":[87],"discovery":[89],"popular":[91],"erroneous":[92],"strategies)":[93],"could":[94],"even":[95],"elevate":[96],"successfully":[100],"communicate":[101],"concepts.":[103],"To":[104,160],"advance":[105],"field,":[107],"we":[108,145,167],"investigate":[109,168],"how":[110,147],"spatial":[112,143,206],"map":[113],"a":[115],"contributes":[117],"identifying":[119],"emphasize":[123],"importance":[125],"appropriate":[128],"level":[129,204],"abstraction":[131],"strategical":[134],"decisions.":[135],"Using":[136],"visualizations":[137],"expert":[139],"domain":[140],"knowledge":[141],"about":[142],"abstraction,":[144],"illustrate":[146],"partitioning":[149],"affordance":[151],"zones":[152],"reveal":[154],"gameplay.":[159],"showcase":[161],"generalizability":[163],"our":[165],"methodology,":[166],"two":[169,186],"studies":[171,188],"distinct":[174],"genres":[175],"games":[178],"(Parallel)":[179],"MMORPGs":[181],"(Guild":[182],"Wars":[183],"2).":[184],"The":[185],"unveil":[189],"insightful":[190],"between":[192],"different":[193],"sets":[195],"interest":[197],"\u2013":[198],"only":[199],"possible":[200],"by":[201],"apt":[203],"abstraction.":[207]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":3}],"updated_date":"2026-07-30T17:31:21.811387","created_date":"2025-10-10T00:00:00"}