{"id":"https://openalex.org/W2963395499","doi":"https://doi.org/10.1109/cig.2018.8490446","title":"Q-DeckRec: A Fast Deck Recommendation System for Collectible Card Games","display_name":"Q-DeckRec: A Fast Deck Recommendation System for Collectible Card Games","publication_year":2018,"publication_date":"2018-08-01","ids":{"openalex":"https://openalex.org/W2963395499","doi":"https://doi.org/10.1109/cig.2018.8490446","mag":"2963395499"},"language":"en","primary_location":{"id":"doi:10.1109/cig.2018.8490446","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cig.2018.8490446","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE Conference on Computational Intelligence and Games (CIG)","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/A5010176677","display_name":"Zhengxing Chen","orcid":"https://orcid.org/0000-0003-0252-6754"},"institutions":[{"id":"https://openalex.org/I111088046","display_name":"Boston University","ror":"https://ror.org/05qwgg493","country_code":"US","type":"education","lineage":["https://openalex.org/I111088046"]},{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Zhengxing Chen","raw_affiliation_strings":["College of Comp. and Info. Sci., Northeastern University, Boston, USA"],"affiliations":[{"raw_affiliation_string":"College of Comp. and Info. Sci., Northeastern University, Boston, USA","institution_ids":["https://openalex.org/I12912129","https://openalex.org/I111088046"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033129735","display_name":"Christopher Amato","orcid":"https://orcid.org/0000-0002-6786-7384"},"institutions":[{"id":"https://openalex.org/I111088046","display_name":"Boston University","ror":"https://ror.org/05qwgg493","country_code":"US","type":"education","lineage":["https://openalex.org/I111088046"]},{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christopher Amato","raw_affiliation_strings":["College of Comp. and Info. Sci., Northeastern University, Boston, USA"],"affiliations":[{"raw_affiliation_string":"College of Comp. and Info. Sci., Northeastern University, Boston, USA","institution_ids":["https://openalex.org/I12912129","https://openalex.org/I111088046"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103210268","display_name":"Truong-Huy D. Nguyen","orcid":"https://orcid.org/0000-0001-6995-0176"},"institutions":[{"id":"https://openalex.org/I164389053","display_name":"Fordham University","ror":"https://ror.org/03qnxaf80","country_code":"US","type":"education","lineage":["https://openalex.org/I164389053"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Truong-Huy D. Nguyen","raw_affiliation_strings":["Dept. of Comp. and Info. Sci., Fordham University, Bronx, USA"],"affiliations":[{"raw_affiliation_string":"Dept. of Comp. and Info. Sci., Fordham University, Bronx, USA","institution_ids":["https://openalex.org/I164389053"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083670815","display_name":"Seth Cooper","orcid":"https://orcid.org/0000-0003-4504-0877"},"institutions":[{"id":"https://openalex.org/I111088046","display_name":"Boston University","ror":"https://ror.org/05qwgg493","country_code":"US","type":"education","lineage":["https://openalex.org/I111088046"]},{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Seth Cooper","raw_affiliation_strings":["College of Comp. and Info. Sci., Northeastern University, Boston, USA"],"affiliations":[{"raw_affiliation_string":"College of Comp. and Info. Sci., Northeastern University, Boston, USA","institution_ids":["https://openalex.org/I12912129","https://openalex.org/I111088046"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025213473","display_name":"Yizhou Sun","orcid":"https://orcid.org/0000-0003-1812-6843"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yizhou Sun","raw_affiliation_strings":["Dept. of Comp. Sci., University of California, Los Angeles, Los Angeles, USA"],"affiliations":[{"raw_affiliation_string":"Dept. of Comp. Sci., University of California, Los Angeles, Los Angeles, USA","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"last","author":{"id":null,"display_name":"Magy Seif El-Nasr","orcid":null},"institutions":[{"id":"https://openalex.org/I111088046","display_name":"Boston University","ror":"https://ror.org/05qwgg493","country_code":"US","type":"education","lineage":["https://openalex.org/I111088046"]},{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Magy Seif El-Nasr","raw_affiliation_strings":["College of Comp. and Info. Sci., Northeastern University, Boston, USA"],"affiliations":[{"raw_affiliation_string":"College of Comp. and Info. Sci., Northeastern University, Boston, USA","institution_ids":["https://openalex.org/I12912129","https://openalex.org/I111088046"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5010176677"],"corresponding_institution_ids":["https://openalex.org/I111088046","https://openalex.org/I12912129"],"apc_list":null,"apc_paid":null,"fwci":3.0464,"has_fulltext":false,"cited_by_count":33,"citation_normalized_percentile":{"value":0.93347687,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"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":0.9998000264167786,"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":0.9998000264167786,"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/T11705","display_name":"Gambling Behavior and Treatments","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/3203","display_name":"Clinical 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/T11674","display_name":"Sports Analytics and Performance","score":0.9909999966621399,"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/deck","display_name":"Deck","score":0.8572845458984375},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7341476082801819},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.6879559755325317},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.46850186586380005},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3223547339439392},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.16193369030952454},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11859956383705139},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09255951642990112}],"concepts":[{"id":"https://openalex.org/C2778966251","wikidata":"https://www.wikidata.org/wiki/Q208123","display_name":"Deck","level":2,"score":0.8572845458984375},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7341476082801819},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.6879559755325317},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.46850186586380005},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3223547339439392},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.16193369030952454},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11859956383705139},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09255951642990112},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cig.2018.8490446","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cig.2018.8490446","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE Conference on Computational Intelligence and Games (CIG)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W32403112","https://openalex.org/W99485931","https://openalex.org/W116375701","https://openalex.org/W170314049","https://openalex.org/W1515891729","https://openalex.org/W1577352482","https://openalex.org/W1603765807","https://openalex.org/W1659842140","https://openalex.org/W2058552503","https://openalex.org/W2076337359","https://openalex.org/W2091118421","https://openalex.org/W2097381042","https://openalex.org/W2101826491","https://openalex.org/W2121863487","https://openalex.org/W2145680191","https://openalex.org/W2153579005","https://openalex.org/W2201581102","https://openalex.org/W2395632884","https://openalex.org/W2507756961","https://openalex.org/W2553303224","https://openalex.org/W2590233375","https://openalex.org/W2593406941","https://openalex.org/W2593649546","https://openalex.org/W2610331246","https://openalex.org/W2624086852","https://openalex.org/W2769229213","https://openalex.org/W2950925480","https://openalex.org/W2963477884","https://openalex.org/W2963775850","https://openalex.org/W4214717370","https://openalex.org/W4251464645","https://openalex.org/W4294170691","https://openalex.org/W6631000544","https://openalex.org/W6674600207","https://openalex.org/W6675201423","https://openalex.org/W6682691769","https://openalex.org/W6687681856","https://openalex.org/W6712163345","https://openalex.org/W6717367658","https://openalex.org/W6725207838","https://openalex.org/W6729956949","https://openalex.org/W6734652334","https://openalex.org/W6739653404"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2360284406","https://openalex.org/W2403075121","https://openalex.org/W2320461077","https://openalex.org/W2090627601","https://openalex.org/W2390279801","https://openalex.org/W4235740172","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890"],"abstract_inverted_index":{"Deck":[0],"building":[1,18,92],"is":[2,19],"a":[3,22,28,69,78,83,109],"crucial":[4],"component":[5],"in":[6],"playing":[7],"<i":[8],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[9],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">Collectible":[10],"Card":[11],"Games</i>":[12],"(CCGs).":[13],"The":[14],"goal":[15],"of":[16,25],"deck":[17,71,79,91],"to":[20,47,49,89,104,113],"choose":[21],"fixed-sized":[23],"subset":[24],"cards":[26],"from":[27],"large":[29,54],"card":[30],"pool,":[31],"so":[32],"that":[33],"they":[34],"work":[35],"well":[36],"together":[37],"in-game":[38],"against":[39],"specific":[40],"opponents.":[41],"Existing":[42],"methods":[43],"either":[44],"lack":[45],"flexibility":[46],"adapt":[48],"different":[50],"opponents":[51],"or":[52,64],"require":[53],"computational":[55,102],"resources,":[56],"still":[57],"making":[58],"them":[59],"unsuitable":[60],"for":[61],"any":[62],"real-time":[63],"large-scale":[65],"application.":[66],"We":[67],"propose":[68],"new":[70],"recommendation":[72],"system,":[73],"named":[74],"Q-DeckRec,":[75],"which":[76],"learns":[77],"search":[80],"policy":[81],"during":[82],"training":[84,110],"phase":[85,111],"and":[86],"uses":[87],"it":[88],"solve":[90],"problem":[93],"instances.":[94],"Our":[95],"experimental":[96],"results":[97],"demonstrate":[98],"Q-DeckRec":[99],"requires":[100],"less":[101],"resources":[103],"build":[105],"winning-effective":[106],"decks":[107],"after":[108],"compared":[112],"several":[114],"baseline":[115],"methods.":[116]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":1}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}
