{"id":"https://openalex.org/W7153942498","doi":"https://doi.org/10.1145/3772318.3790760","title":"Mining Player Experience Trends From Game Reviews Using Large Language Models","display_name":"Mining Player Experience Trends From Game Reviews Using Large Language Models","publication_year":2026,"publication_date":"2026-04-13","ids":{"openalex":"https://openalex.org/W7153942498","doi":"https://doi.org/10.1145/3772318.3790760"},"language":"en","primary_location":{"id":"doi:10.1145/3772318.3790760","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3772318.3790760","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3772318.3790760","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5111361161","display_name":"Supriya Dutta","orcid":null},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Supriya Dutta","raw_affiliation_strings":["Aalto University, Espoo, Finland"],"raw_orcid":"https://orcid.org/0009-0004-0152-5981","affiliations":[{"raw_affiliation_string":"Aalto University, Espoo, Finland","institution_ids":["https://openalex.org/I9927081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045917503","display_name":"J. Oksanen","orcid":"https://orcid.org/0009-0009-1991-966X"},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Joel Oksanen","raw_affiliation_strings":["Aalto University, Espoo, Finland"],"raw_orcid":"https://orcid.org/0009-0009-1991-966X","affiliations":[{"raw_affiliation_string":"Aalto University, Espoo, Finland","institution_ids":["https://openalex.org/I9927081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5097633136","display_name":"Jaakko V\u00e4kev\u00e4","orcid":"https://orcid.org/0000-0001-5854-7189"},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Jaakko V\u00e4kev\u00e4","raw_affiliation_strings":["Aalto University, Espoo, Finland"],"raw_orcid":"https://orcid.org/0000-0001-5854-7189","affiliations":[{"raw_affiliation_string":"Aalto University, Espoo, Finland","institution_ids":["https://openalex.org/I9927081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104085452","display_name":"S A Ahmed","orcid":null},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Shamit Ahmed","raw_affiliation_strings":["Aalto University, Espoo, Finland"],"raw_orcid":"https://orcid.org/0009-0002-7462-9760","affiliations":[{"raw_affiliation_string":"Aalto University, Espoo, Finland","institution_ids":["https://openalex.org/I9927081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078594214","display_name":"Markus Kirjonen","orcid":"https://orcid.org/0000-0002-4382-2165"},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Markus Kirjonen","raw_affiliation_strings":["Aalto University, Espoo, Finland"],"raw_orcid":"https://orcid.org/0000-0002-4382-2165","affiliations":[{"raw_affiliation_string":"Aalto University, Espoo, Finland","institution_ids":["https://openalex.org/I9927081"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060951467","display_name":"Perttu H\u00e4m\u00e4l\u00e4inen","orcid":"https://orcid.org/0000-0001-7764-3459"},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Perttu H\u00e4m\u00e4l\u00e4inen","raw_affiliation_strings":["Aalto University, Espoo, Finland"],"raw_orcid":"https://orcid.org/0000-0001-7764-3459","affiliations":[{"raw_affiliation_string":"Aalto University, Espoo, Finland","institution_ids":["https://openalex.org/I9927081"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I9927081"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.48263209,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"29"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11574","display_name":"Artificial Intelligence in Games","score":0.5740000009536743,"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":0.5740000009536743,"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":0.04989999905228615,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.04569999873638153,"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/field","display_name":"Field (mathematics)","score":0.28850001096725464},{"id":"https://openalex.org/keywords/language-model","display_name":"Language model","score":0.2856999933719635},{"id":"https://openalex.org/keywords/natural-language","display_name":"Natural language","score":0.2849999964237213},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.26899999380111694}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6043000221252441},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.36970001459121704},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31949999928474426},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.30730000138282776},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.28850001096725464},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.28839999437332153},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.2856999933719635},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.2849999964237213},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.26899999380111694},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.259799987077713}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3772318.3790760","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3772318.3790760","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:aaltodoc.aalto.fi:123456789/144960","is_oa":true,"landing_page_url":"https://research.aalto.fi/en/publications/e3df73c9-f27f-4ecd-9f39-463696c5923b","pdf_url":"https://research.aalto.fi/files/213613383/Mining_Player_Experience_Trends_From_Game_Reviews_Using_Large_Language_Models.pdf","source":{"id":"https://openalex.org/S4306401662","display_name":"Aaltodoc (Aalto University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I9927081","host_organization_name":"Aalto University","host_organization_lineage":["https://openalex.org/I9927081"],"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":null,"raw_type":"publishedVersion"}],"best_oa_location":{"id":"doi:10.1145/3772318.3790760","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3772318.3790760","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","score":0.4299505054950714,"display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":67,"referenced_works":["https://openalex.org/W55904690","https://openalex.org/W1477438897","https://openalex.org/W2016930603","https://openalex.org/W2040820483","https://openalex.org/W2063821783","https://openalex.org/W2075869666","https://openalex.org/W2082204671","https://openalex.org/W2096976340","https://openalex.org/W2169940701","https://openalex.org/W2351491323","https://openalex.org/W2396335213","https://openalex.org/W2402661097","https://openalex.org/W2581051810","https://openalex.org/W2621519993","https://openalex.org/W2795472441","https://openalex.org/W2795733309","https://openalex.org/W2802721014","https://openalex.org/W2810451479","https://openalex.org/W2898253719","https://openalex.org/W2898551176","https://openalex.org/W2970641574","https://openalex.org/W2979448137","https://openalex.org/W2980615522","https://openalex.org/W2982198273","https://openalex.org/W2988462106","https://openalex.org/W2996368260","https://openalex.org/W2998660577","https://openalex.org/W3031421239","https://openalex.org/W3036066454","https://openalex.org/W3156088523","https://openalex.org/W3184663776","https://openalex.org/W3202266009","https://openalex.org/W3204323528","https://openalex.org/W4220685986","https://openalex.org/W4220903755","https://openalex.org/W4225006075","https://openalex.org/W4235062969","https://openalex.org/W4236047612","https://openalex.org/W4311906073","https://openalex.org/W4322008875","https://openalex.org/W4366547671","https://openalex.org/W4366549000","https://openalex.org/W4368363681","https://openalex.org/W4379053733","https://openalex.org/W4382024576","https://openalex.org/W4386510071","https://openalex.org/W4386960153","https://openalex.org/W4387294172","https://openalex.org/W4387343801","https://openalex.org/W4389315378","https://openalex.org/W4389514989","https://openalex.org/W4389520295","https://openalex.org/W4389520377","https://openalex.org/W4389636360","https://openalex.org/W4390052404","https://openalex.org/W4391417238","https://openalex.org/W4394619428","https://openalex.org/W4396661217","https://openalex.org/W4396832288","https://openalex.org/W4396833703","https://openalex.org/W4399640955","https://openalex.org/W4399872996","https://openalex.org/W4402585440","https://openalex.org/W4403636022","https://openalex.org/W4404782517","https://openalex.org/W4408565422","https://openalex.org/W4414836583"],"related_works":[],"abstract_inverted_index":{"How":[0],"have":[1,10,133],"player":[2,59,119,131],"experiences":[3,132],"changed":[4],"over":[5],"the":[6,43,92,100,109],"years?":[7],"For":[8],"instance,":[9],"there":[11],"been":[12],"general":[13],"shifts":[14],"in":[15,34,41,102],"what":[16],"kinds":[17],"of":[18,30,81,94],"emotions":[19],"players":[20],"experience":[21,60,120],"and":[22,36,65,87,97,111,117,138,142],"express?":[23],"We":[24,89],"probe":[25],"these":[26],"questions":[27],"with":[28],"help":[29],"recent":[31],"methodological":[32],"advances":[33],"psychology":[35],"Large":[37],"Language":[38],"Models":[39],"(LLMs),":[40],"particular":[42],"possibility":[44],"to":[45,57,99,104],"predict":[46],"Likert-scale":[47],"responses":[48],"based":[49],"on":[50],"free-form":[51],"text.":[52],"Applying":[53],"this":[54],"at":[55],"scale":[56],"three":[58],"questionnaires":[61],"(PXI,":[62],"CORGIS,":[63],"AESTHEMOS)":[64],"152143":[66],"Metacritic":[67],"user":[68],"reviews":[69,82],"from":[70],"years":[71],"2010-2024,":[72],"we":[73,136],"reveal":[74],"trends":[75],"such":[76],"as":[77],"an":[78],"increasing":[79],"portion":[80],"expressing":[83],"emotional":[84],"challenge,":[85],"meaning,":[86],"nostalgia.":[88],"then":[90],"analyze":[91],"contributions":[93],"different":[95,118],"genres":[96],"games":[98],"trends,":[101],"addition":[103],"reasons":[105],"explicitly":[106],"indicated":[107],"by":[108],"reviews,":[110],"establish":[112],"correlations":[113],"between":[114],"review":[115],"scores":[116],"constructs.":[121],"Taken":[122],"together,":[123],"our":[124],"results":[125],"provide":[126],"novel":[127,141],"insights":[128],"into":[129],"how":[130],"evolved.":[134],"Methodologically,":[135],"propose":[137],"demonstrate":[139],"a":[140],"scalable":[143],"method":[144],"for":[145],"analyzing":[146],"game":[147],"reviews.":[148]},"counts_by_year":[],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2026-04-13T00:00:00"}
