{"id":"https://openalex.org/W1995331732","doi":"https://doi.org/10.1109/cig.2014.6932883","title":"Learning to recommend game contents for real-time strategy gamers","display_name":"Learning to recommend game contents for real-time strategy gamers","publication_year":2014,"publication_date":"2014-08-01","ids":{"openalex":"https://openalex.org/W1995331732","doi":"https://doi.org/10.1109/cig.2014.6932883","mag":"1995331732"},"language":"en","primary_location":{"id":"doi:10.1109/cig.2014.6932883","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cig.2014.6932883","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE Conference on Computational Intelligence and Games","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/A5100737781","display_name":"Hyun-Tae Kim","orcid":"https://orcid.org/0009-0005-2247-9571"},"institutions":[{"id":"https://openalex.org/I28777354","display_name":"Sejong University","ror":"https://ror.org/00aft1q37","country_code":"KR","type":"education","lineage":["https://openalex.org/I28777354"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Hyun-Tae Kim","raw_affiliation_strings":["Dept. of Computer Science and Engineering, Sejong University, Seoul, South Korea","[Department of Computer Science and Engineering, Sejong University, Seoul, South Korea]"],"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science and Engineering, Sejong University, Seoul, South Korea","institution_ids":["https://openalex.org/I28777354"]},{"raw_affiliation_string":"[Department of Computer Science and Engineering, Sejong University, Seoul, South Korea]","institution_ids":["https://openalex.org/I28777354"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076055880","display_name":"Kyung-Joong Kim","orcid":"https://orcid.org/0000-0002-7732-0817"},"institutions":[{"id":"https://openalex.org/I28777354","display_name":"Sejong University","ror":"https://ror.org/00aft1q37","country_code":"KR","type":"education","lineage":["https://openalex.org/I28777354"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Kyung-Joong Kim","raw_affiliation_strings":["Dept. of Computer Science and Engineering, Sejong University, Seoul, South Korea","[Department of Computer Science and Engineering, Sejong University, Seoul, South Korea]"],"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science and Engineering, Sejong University, Seoul, South Korea","institution_ids":["https://openalex.org/I28777354"]},{"raw_affiliation_string":"[Department of Computer Science and Engineering, Sejong University, Seoul, South Korea]","institution_ids":["https://openalex.org/I28777354"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100737781"],"corresponding_institution_ids":["https://openalex.org/I28777354"],"apc_list":null,"apc_paid":null,"fwci":3.9835,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.93813123,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"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/T11197","display_name":"Digital Games and Media","score":0.9997000098228455,"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":0.9997000098228455,"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/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/T11439","display_name":"Video Analysis and Summarization","score":0.9986000061035156,"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":0.8308383226394653},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.7246865034103394},{"id":"https://openalex.org/keywords/personalization","display_name":"Personalization","score":0.7092614769935608},{"id":"https://openalex.org/keywords/preference-learning","display_name":"Preference learning","score":0.5807621479034424},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5651651620864868},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5593501925468445},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.519568920135498},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5165921449661255},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.4829646646976471},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.45500633120536804},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3695197105407715},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2516712248325348}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8308383226394653},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.7246865034103394},{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.7092614769935608},{"id":"https://openalex.org/C181204326","wikidata":"https://www.wikidata.org/wiki/Q7239820","display_name":"Preference learning","level":3,"score":0.5807621479034424},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5651651620864868},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5593501925468445},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.519568920135498},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5165921449661255},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.4829646646976471},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.45500633120536804},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3695197105407715},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2516712248325348},{"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","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},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cig.2014.6932883","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cig.2014.6932883","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE Conference on Computational Intelligence and Games","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":25,"referenced_works":["https://openalex.org/W423854996","https://openalex.org/W1558653343","https://openalex.org/W1965518800","https://openalex.org/W1967095118","https://openalex.org/W2018917012","https://openalex.org/W2038439745","https://openalex.org/W2053072883","https://openalex.org/W2083705347","https://openalex.org/W2092735940","https://openalex.org/W2113410615","https://openalex.org/W2125055259","https://openalex.org/W2144445939","https://openalex.org/W2150757437","https://openalex.org/W2159094788","https://openalex.org/W2160765669","https://openalex.org/W2190479596","https://openalex.org/W2911964244","https://openalex.org/W2912934387","https://openalex.org/W2951486153","https://openalex.org/W2966207845","https://openalex.org/W4212883601","https://openalex.org/W4250921324","https://openalex.org/W4299335686","https://openalex.org/W6659986377","https://openalex.org/W6687562472"],"related_works":["https://openalex.org/W1657011257","https://openalex.org/W2937325523","https://openalex.org/W4205377104","https://openalex.org/W149611507","https://openalex.org/W257970033","https://openalex.org/W1994181006","https://openalex.org/W2911102221","https://openalex.org/W4285602503","https://openalex.org/W4281387587","https://openalex.org/W2943672508"],"abstract_inverted_index":{"It":[0],"is":[1,117],"not":[2],"surprising":[3],"that":[4,177],"there":[5,36,43,102],"are":[6,44,103],"currently":[7],"many":[8,39,104],"game":[9,52,67,79,105],"videos,":[10],"increasingly":[11],"prevalent":[12],"on":[13,47,66,82,140,155],"the":[14,31,48,83,127,156,159,165,168,178,184],"web,":[15],"to":[16,29,59,61,119,137],"watch":[17],"professional":[18,109],"player's":[19],"matches.":[20],"Therefore,":[21],"we":[22,57,77,93,146,193],"need":[23],"a":[24,90,95,133],"kind":[25],"of":[26,50,85,135,158,167,171,190],"recommendation":[27,49,180],"system":[28,181],"select":[30,94,194],"most":[32],"preferable":[33],"contents.":[34,53],"Although":[35],"have":[37],"been":[38],"personalization":[40],"techniques":[41],"proposed,":[42],"few":[45],"works":[46],"personal":[51],"In":[54],"this":[55],"paper,":[56],"attempt":[58],"propose":[60],"use":[62],"machine":[63,129],"learning":[64,130],"based":[65],"contents":[68],"with":[69,187],"user's":[70],"explicit":[71],"preference":[72,139,186],"(like":[73],"or":[74],"dislike).":[75],"Especially,":[76],"incorporate":[78],"domain":[80],"knowledge":[81],"design":[84],"features":[86,160],"for":[87],"learning.":[88],"As":[89],"test":[91],"bed,":[92],"famous":[96],"real-time":[97],"strategy":[98],"game,":[99],"StarCraft,":[100],"because":[101],"replays":[106,121],"played":[107],"by":[108],"players.":[110],"To":[111],"generate":[112],"training":[113],"samples,":[114],"each":[115],"participant":[116],"invited":[118],"review":[120],"and":[122,161,197],"express":[123],"his/her":[124],"preference.":[125],"Using":[126],"data,":[128],"algorithms":[131,163],"build":[132],"set":[134],"models":[136,196],"predict":[138,183],"new":[141],"replays.":[142,151],"For":[143],"five":[144],"participants,":[145],"labeled":[147],"two":[148],"hundred":[149],"StarCraft":[150],"The":[152,173],"exploratory":[153],"study":[154],"selection":[157,170],"classification":[162],"show":[164,176],"importance":[166],"careful":[169],"them.":[172],"experimental":[174],"results":[175],"proposed":[179],"can":[182],"users'":[185],"an":[188],"accuracy":[189],"79%":[191],"when":[192],"appropriate":[195],"features.":[198]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}