{"id":"https://openalex.org/W2474150557","doi":"https://doi.org/10.1145/2930238.2930246","title":"Relating Newcomer Personality to Survival and Activity in Recommender Systems","display_name":"Relating Newcomer Personality to Survival and Activity in Recommender Systems","publication_year":2016,"publication_date":"2016-07-12","ids":{"openalex":"https://openalex.org/W2474150557","doi":"https://doi.org/10.1145/2930238.2930246","mag":"2474150557"},"language":"en","primary_location":{"id":"doi:10.1145/2930238.2930246","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2930238.2930246","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2016 Conference on User Modeling Adaptation and Personalization","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/A5032495160","display_name":"Raghav Pavan Karumur","orcid":"https://orcid.org/0000-0003-4887-8843"},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]},{"id":"https://openalex.org/I4210101327","display_name":"Twin Cities Orthopedics","ror":"https://ror.org/01en4s460","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210101327"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Raghav Pavan Karumur","raw_affiliation_strings":["University of Minnesota, Twin Cities, Minneapolis, MN, USA"],"affiliations":[{"raw_affiliation_string":"University of Minnesota, Twin Cities, Minneapolis, MN, USA","institution_ids":["https://openalex.org/I4210101327","https://openalex.org/I130238516"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037387341","display_name":"Joseph A. Konstan","orcid":"https://orcid.org/0000-0002-7788-2748"},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]},{"id":"https://openalex.org/I4210101327","display_name":"Twin Cities Orthopedics","ror":"https://ror.org/01en4s460","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210101327"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joseph A. Konstan","raw_affiliation_strings":["University of Minnesota, Twin Cities, Minneapolis, MN, USA"],"affiliations":[{"raw_affiliation_string":"University of Minnesota, Twin Cities, Minneapolis, MN, USA","institution_ids":["https://openalex.org/I4210101327","https://openalex.org/I130238516"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5032495160"],"corresponding_institution_ids":["https://openalex.org/I130238516","https://openalex.org/I4210101327"],"apc_list":null,"apc_paid":null,"fwci":1.1925,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.81731674,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"195","last_page":"205"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11040","display_name":"Personality Traits and Psychology","score":0.9965000152587891,"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"}},"topics":[{"id":"https://openalex.org/T11040","display_name":"Personality Traits and Psychology","score":0.9965000152587891,"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/T11705","display_name":"Gambling Behavior and Treatments","score":0.9921000003814697,"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/T11197","display_name":"Digital Games and Media","score":0.9909999966621399,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/agreeableness","display_name":"Agreeableness","score":0.929423451423645},{"id":"https://openalex.org/keywords/conscientiousness","display_name":"Conscientiousness","score":0.787142276763916},{"id":"https://openalex.org/keywords/openness-to-experience","display_name":"Openness to experience","score":0.7579999566078186},{"id":"https://openalex.org/keywords/movielens","display_name":"MovieLens","score":0.7351309061050415},{"id":"https://openalex.org/keywords/personality","display_name":"Personality","score":0.7192518711090088},{"id":"https://openalex.org/keywords/big-five-personality-traits","display_name":"Big Five personality traits","score":0.6766935586929321},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6306042671203613},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.5758761763572693},{"id":"https://openalex.org/keywords/neuroticism","display_name":"Neuroticism","score":0.46977514028549194},{"id":"https://openalex.org/keywords/extraversion-and-introversion","display_name":"Extraversion and introversion","score":0.42461469769477844},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2754107415676117},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.25520947575569153},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.2355281412601471},{"id":"https://openalex.org/keywords/collaborative-filtering","display_name":"Collaborative filtering","score":0.17200732231140137}],"concepts":[{"id":"https://openalex.org/C170760736","wikidata":"https://www.wikidata.org/wiki/Q380358","display_name":"Agreeableness","level":5,"score":0.929423451423645},{"id":"https://openalex.org/C172141706","wikidata":"https://www.wikidata.org/wiki/Q1307067","display_name":"Conscientiousness","level":5,"score":0.787142276763916},{"id":"https://openalex.org/C84976871","wikidata":"https://www.wikidata.org/wiki/Q2015673","display_name":"Openness to experience","level":2,"score":0.7579999566078186},{"id":"https://openalex.org/C2776156558","wikidata":"https://www.wikidata.org/wiki/Q4353746","display_name":"MovieLens","level":4,"score":0.7351309061050415},{"id":"https://openalex.org/C187288502","wikidata":"https://www.wikidata.org/wiki/Q641118","display_name":"Personality","level":2,"score":0.7192518711090088},{"id":"https://openalex.org/C2865642","wikidata":"https://www.wikidata.org/wiki/Q378132","display_name":"Big Five personality traits","level":3,"score":0.6766935586929321},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6306042671203613},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.5758761763572693},{"id":"https://openalex.org/C94612546","wikidata":"https://www.wikidata.org/wiki/Q1540168","display_name":"Neuroticism","level":3,"score":0.46977514028549194},{"id":"https://openalex.org/C127816348","wikidata":"https://www.wikidata.org/wiki/Q127588","display_name":"Extraversion and introversion","level":4,"score":0.42461469769477844},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2754107415676117},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.25520947575569153},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.2355281412601471},{"id":"https://openalex.org/C21569690","wikidata":"https://www.wikidata.org/wiki/Q94702","display_name":"Collaborative filtering","level":3,"score":0.17200732231140137}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2930238.2930246","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2930238.2930246","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2016 Conference on User Modeling Adaptation and Personalization","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":61,"referenced_works":["https://openalex.org/W44611163","https://openalex.org/W606553535","https://openalex.org/W1165625546","https://openalex.org/W1501161035","https://openalex.org/W1510898630","https://openalex.org/W1856927393","https://openalex.org/W1969762404","https://openalex.org/W1970959975","https://openalex.org/W1973872977","https://openalex.org/W1995971763","https://openalex.org/W2001665051","https://openalex.org/W2003496454","https://openalex.org/W2011554523","https://openalex.org/W2014422444","https://openalex.org/W2014693370","https://openalex.org/W2015416127","https://openalex.org/W2016974644","https://openalex.org/W2017204136","https://openalex.org/W2038054630","https://openalex.org/W2043529010","https://openalex.org/W2053341004","https://openalex.org/W2058818389","https://openalex.org/W2063284279","https://openalex.org/W2064135376","https://openalex.org/W2064303302","https://openalex.org/W2071559616","https://openalex.org/W2076924522","https://openalex.org/W2077465748","https://openalex.org/W2077802345","https://openalex.org/W2080377781","https://openalex.org/W2080431972","https://openalex.org/W2081890055","https://openalex.org/W2082996852","https://openalex.org/W2087130830","https://openalex.org/W2095102869","https://openalex.org/W2098046791","https://openalex.org/W2098874414","https://openalex.org/W2105543408","https://openalex.org/W2111621157","https://openalex.org/W2114589588","https://openalex.org/W2116436339","https://openalex.org/W2121946324","https://openalex.org/W2127939879","https://openalex.org/W2130164714","https://openalex.org/W2136421959","https://openalex.org/W2138036987","https://openalex.org/W2148795955","https://openalex.org/W2151572696","https://openalex.org/W2153175135","https://openalex.org/W2156623783","https://openalex.org/W2158515176","https://openalex.org/W2162090451","https://openalex.org/W2171960770","https://openalex.org/W2180878979","https://openalex.org/W2282738454","https://openalex.org/W2295586621","https://openalex.org/W2408339918","https://openalex.org/W2500540592","https://openalex.org/W2905327414","https://openalex.org/W3123937770","https://openalex.org/W4242191840"],"related_works":["https://openalex.org/W2030868578","https://openalex.org/W2905413927","https://openalex.org/W2967916203","https://openalex.org/W3216037536","https://openalex.org/W2326877552","https://openalex.org/W2744174221","https://openalex.org/W1890366823","https://openalex.org/W1963832455","https://openalex.org/W2342039239","https://openalex.org/W2082905089"],"abstract_inverted_index":{"In":[0],"this":[1],"work,":[2],"we":[3,49],"explore":[4],"the":[5,79,165,179],"degree":[6],"to":[7,14,76,85,101,116,134,143,167,174,189],"which":[8,187],"personality":[9,63,154],"information":[10],"can":[11,37,155],"be":[12,156,175],"used":[13],"model":[15],"newcomer":[16,150],"retention,":[17],"investment,":[18],"intensity":[19],"of":[20,24,57],"engagement,":[21],"and":[22,52,69,81,90,107,124,127,184],"distribution":[23],"activity":[25],"in":[26,40,43],"a":[27,95],"recommender":[28,159],"community.":[29],"Prior":[30],"work":[31],"shows":[32],"that":[33,67,172],"Big-Five":[34],"Personality":[35],"traits":[36],"explain":[38],"variation":[39],"user":[41,153],"behavior":[42,151],"other":[44],"contexts.":[45],"Building":[46],"on":[47,54],"this,":[48],"carry":[50],"out":[51],"report":[53],"an":[55],"analysis":[56],"1008":[58],"MovieLens":[59],"users":[60,72,93,110,130,139,180,188],"with":[61],"identified":[62],"profiles.":[64],"We":[65],"find":[66,182],"Introverts":[68,89],"low":[70,91,128],"Agreeableness":[71,129,138],"are":[73,94,131,140],"more":[74,97,114,132,141],"likely":[75,133,142],"survive":[77],"into":[78],"second":[80],"subsequent":[82],"sessions":[83],"compared":[84,100,115],"their":[86,102,117,120],"respective":[87,103],"counterparts;":[88,104],"Conscientiousness":[92],"significantly":[96,113],"active":[98],"population":[99],"High":[105,108],"Openness":[106],"Neuroticism":[109],"contribute":[111],"(tag)":[112],"counterparts,":[118],"but":[119],"counterparts":[121],"consume":[122],"(browse":[123],"bookmark)":[125],"more;":[126],"rate":[135],"whereas":[136],"high":[137],"tag.":[144],"These":[145],"results":[146],"show":[147],"how":[148],"modeling":[149],"from":[152],"useful":[157],"for":[158],"systems":[160],"designers":[161],"as":[162],"they":[163],"customize":[164],"system":[166],"guide":[168],"people":[169],"towards":[170],"tasks":[171,178],"need":[173],"done":[176],"or":[177],"will":[181],"rewarding":[183],"also":[185],"decide":[186],"invest":[190],"retention":[191],"efforts":[192],"in.":[193]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
