{"id":"https://openalex.org/W2098541827","doi":"https://doi.org/10.1145/1864708.1864742","title":"Recommender algorithms in activity motivating games","display_name":"Recommender algorithms in activity motivating games","publication_year":2010,"publication_date":"2010-09-26","ids":{"openalex":"https://openalex.org/W2098541827","doi":"https://doi.org/10.1145/1864708.1864742","mag":"2098541827"},"language":"en","primary_location":{"id":"doi:10.1145/1864708.1864742","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1864708.1864742","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the fourth ACM conference on Recommender systems","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/A5047191996","display_name":"Shlomo Berkovsky","orcid":"https://orcid.org/0000-0003-2638-4121"},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"funder","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Shlomo Berkovsky","raw_affiliation_strings":["CSIRO, Hobart, Australia"],"affiliations":[{"raw_affiliation_string":"CSIRO, Hobart, Australia","institution_ids":["https://openalex.org/I1292875679"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044245950","display_name":"Jill Freyne","orcid":null},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"funder","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jill Freyne","raw_affiliation_strings":["CSIRO, Hobart, Australia"],"affiliations":[{"raw_affiliation_string":"CSIRO, Hobart, Australia","institution_ids":["https://openalex.org/I1292875679"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013387360","display_name":"Mac Coombe","orcid":"https://orcid.org/0000-0002-2685-8051"},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"funder","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Mac Coombe","raw_affiliation_strings":["CSIRO, Hobart, Australia"],"affiliations":[{"raw_affiliation_string":"CSIRO, Hobart, Australia","institution_ids":["https://openalex.org/I1292875679"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069814350","display_name":"Dipak Bhandari","orcid":null},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"funder","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Dipak Bhandari","raw_affiliation_strings":["CSIRO, Hobart, Australia"],"affiliations":[{"raw_affiliation_string":"CSIRO, Hobart, Australia","institution_ids":["https://openalex.org/I1292875679"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5047191996"],"corresponding_institution_ids":["https://openalex.org/I1292875679"],"apc_list":null,"apc_paid":null,"fwci":1.9969,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.86005534,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"175","last_page":"182"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10731","display_name":"Educational Games and Gamification","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10731","display_name":"Educational Games and Gamification","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational 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/T10803","display_name":"Innovative Human-Technology Interaction","score":0.9959999918937683,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T13353","display_name":"Flow Experience in Various Fields","score":0.9853000044822693,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.6433157324790955},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6337432861328125},{"id":"https://openalex.org/keywords/physical-activity","display_name":"Physical activity","score":0.5133885145187378},{"id":"https://openalex.org/keywords/balance","display_name":"Balance (ability)","score":0.4978182315826416},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.46163249015808105},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.46112483739852905},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.4201415777206421},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2315565049648285}],"concepts":[{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6433157324790955},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6337432861328125},{"id":"https://openalex.org/C3020255362","wikidata":"https://www.wikidata.org/wiki/Q747883","display_name":"Physical activity","level":2,"score":0.5133885145187378},{"id":"https://openalex.org/C168031717","wikidata":"https://www.wikidata.org/wiki/Q1530280","display_name":"Balance (ability)","level":2,"score":0.4978182315826416},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.46163249015808105},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.46112483739852905},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.4201415777206421},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2315565049648285},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1864708.1864742","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1864708.1864742","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the fourth ACM conference on Recommender systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.47999998927116394,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320315885","display_name":"Australian Government","ror":"https://ror.org/0314h5y94"},{"id":"https://openalex.org/F4320320386","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W2518462","https://openalex.org/W171812589","https://openalex.org/W1514684751","https://openalex.org/W1524652962","https://openalex.org/W1565488040","https://openalex.org/W1757644187","https://openalex.org/W1979012099","https://openalex.org/W2014367754","https://openalex.org/W2033706938","https://openalex.org/W2047393263","https://openalex.org/W2061319836","https://openalex.org/W2063772498","https://openalex.org/W2077701726","https://openalex.org/W2085937320","https://openalex.org/W2088338774","https://openalex.org/W2108682032","https://openalex.org/W2151723656","https://openalex.org/W2170630438","https://openalex.org/W2901974503","https://openalex.org/W4232980324","https://openalex.org/W4233758973"],"related_works":["https://openalex.org/W2386367800","https://openalex.org/W2353574976","https://openalex.org/W1824021510","https://openalex.org/W4384702906","https://openalex.org/W2360150702","https://openalex.org/W2360176913","https://openalex.org/W2023046755","https://openalex.org/W2358150182","https://openalex.org/W2387210076","https://openalex.org/W2804557348"],"abstract_inverted_index":{"Physical":[0],"activity":[1,11,22,58,85,113,127],"motivating":[2,23,51],"game":[3,17,138],"design":[4],"encourages":[5],"players":[6,33,61,88,130],"to":[7,14,31,34,79,95,140],"perform":[8,35],"real":[9],"physical":[10,36,84],"in":[12,54,143],"order":[13],"gain":[15],"virtual":[16],"rewards.":[18],"Previous":[19],"research":[20],"into":[21],"games":[24],"showed":[25,102],"that":[26,48,103],"they":[27],"have":[28],"the":[29,40,81,91,104,110,117,124],"potential":[30],"motivate":[32],"activity,":[37],"while":[38],"retaining":[39],"enjoyment":[41,118],"of":[42,57,62,83,93,112,119,126,131],"playing.":[43],"However,":[44],"it":[45],"was":[46],"discovered":[47],"a":[49,144],"uniform":[50],"approach":[52],"resulted":[53],"different":[55],"levels":[56],"performed":[59,86,114,128],"by":[60,87,89,129],"varying":[63,132],"gaming":[64,98,133],"skills.":[65,99],"In":[66],"this":[67],"work":[68],"we":[69],"present":[70],"and":[71,115,135],"evaluate":[72],"two":[73],"adaptive":[74,105],"recommendation-based":[75],"techniques,":[76],"which":[77],"aim":[78],"balance":[80,123],"amount":[82,111,125],"adapting":[90],"level":[92],"motivation":[94],"their":[96],"observed":[97],"Experimental":[100],"evaluation":[101],"techniques":[106],"not":[107],"only":[108],"increase":[109],"retain":[116],"playing,":[120],"but":[121],"also":[122],"skills":[134],"allow":[136],"for":[137],"difficulty":[139],"be":[141],"set":[142],"player-dependent":[145],"manner.":[146]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}