{"id":"https://openalex.org/W2791387749","doi":"https://doi.org/10.1145/3176349.3176357","title":"Diversity-Enhanced Recommendation Interface and Evaluation","display_name":"Diversity-Enhanced Recommendation Interface and Evaluation","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2791387749","doi":"https://doi.org/10.1145/3176349.3176357","mag":"2791387749"},"language":"en","primary_location":{"id":"doi:10.1145/3176349.3176357","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3176349.3176357","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2018 Conference on Human Information Interaction&Retrieval - CHIIR '18","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/A5103171762","display_name":"Chun-Hua Tsai","orcid":"https://orcid.org/0000-0001-9188-0362"},"institutions":[{"id":"https://openalex.org/I170201317","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305","country_code":"US","type":"education","lineage":["https://openalex.org/I170201317"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Chun-Hua Tsai","raw_affiliation_strings":["University of Pittsburgh, Pittsburgh, PA, USA"],"affiliations":[{"raw_affiliation_string":"University of Pittsburgh, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I170201317"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5103171762"],"corresponding_institution_ids":["https://openalex.org/I170201317"],"apc_list":null,"apc_paid":null,"fwci":0.7854,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.79231515,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"360","last_page":"362"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10609","display_name":"Digital Marketing and Social Media","score":0.9979000091552734,"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/T10068","display_name":"Technology Adoption and User Behaviour","score":0.9894999861717224,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7315547466278076},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.703888475894928},{"id":"https://openalex.org/keywords/user-interface","display_name":"User interface","score":0.6790263652801514},{"id":"https://openalex.org/keywords/diversity","display_name":"Diversity (politics)","score":0.6527251601219177},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.6507692337036133},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.6390585899353027},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5985715985298157},{"id":"https://openalex.org/keywords/plan","display_name":"Plan (archaeology)","score":0.5538710355758667},{"id":"https://openalex.org/keywords/user-satisfaction","display_name":"User satisfaction","score":0.5456893444061279},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.47882893681526184},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.46558845043182373},{"id":"https://openalex.org/keywords/user-experience-design","display_name":"User experience design","score":0.4519566595554352},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3177683353424072},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1387191116809845}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7315547466278076},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.703888475894928},{"id":"https://openalex.org/C89505385","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"User interface","level":2,"score":0.6790263652801514},{"id":"https://openalex.org/C2781316041","wikidata":"https://www.wikidata.org/wiki/Q1230584","display_name":"Diversity (politics)","level":2,"score":0.6527251601219177},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.6507692337036133},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.6390585899353027},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5985715985298157},{"id":"https://openalex.org/C2776505523","wikidata":"https://www.wikidata.org/wiki/Q4785468","display_name":"Plan (archaeology)","level":2,"score":0.5538710355758667},{"id":"https://openalex.org/C3017893058","wikidata":"https://www.wikidata.org/wiki/Q999278","display_name":"User satisfaction","level":2,"score":0.5456893444061279},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.47882893681526184},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.46558845043182373},{"id":"https://openalex.org/C201025465","wikidata":"https://www.wikidata.org/wiki/Q11248500","display_name":"User experience design","level":2,"score":0.4519566595554352},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3177683353424072},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1387191116809845},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0},{"id":"https://openalex.org/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"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/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3176349.3176357","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3176349.3176357","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2018 Conference on Human Information Interaction&Retrieval - CHIIR '18","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":22,"referenced_works":["https://openalex.org/W1511558225","https://openalex.org/W1991223915","https://openalex.org/W2017155001","https://openalex.org/W2035953455","https://openalex.org/W2045453095","https://openalex.org/W2049670925","https://openalex.org/W2058990114","https://openalex.org/W2077724862","https://openalex.org/W2123310993","https://openalex.org/W2125330369","https://openalex.org/W2136664839","https://openalex.org/W2143326486","https://openalex.org/W2158934860","https://openalex.org/W2162111811","https://openalex.org/W2214169095","https://openalex.org/W2223495811","https://openalex.org/W2474718143","https://openalex.org/W2515786358","https://openalex.org/W2518116149","https://openalex.org/W2734968541","https://openalex.org/W2888778913","https://openalex.org/W2889482652"],"related_works":["https://openalex.org/W3048212026","https://openalex.org/W4226304833","https://openalex.org/W2893969762","https://openalex.org/W317925544","https://openalex.org/W2751424329","https://openalex.org/W3216880090","https://openalex.org/W3114627777","https://openalex.org/W2914310705","https://openalex.org/W145924344","https://openalex.org/W2562776005"],"abstract_inverted_index":{"The":[0,71,113,161],"beyond":[1],"accuracy":[2],"user":[3,30,43,63,95,142],"experience":[4,44],"of":[5,29,83,133],"using":[6],"recommender":[7],"system":[8,18],"is":[9,34,73],"drawing":[10],"more":[11,13],"and":[12,45,66,88,157],"attention.":[14],"For":[15],"example,":[16],"the":[17,38,42,46,62,68,76,79,104,127,151,155,168],"interface":[19,59,106],"has":[20],"been":[21],"shown":[22],"to":[23,54,64,74,89,102,107,149,166],"associate":[24],"positively":[25],"with":[26,97],"overall":[27,141],"levels":[28],"satisfaction.":[31,143],"However,":[32],"little":[33],"known":[35],"about":[36],"how":[37],"interfaces":[39],"can":[40],"constitute":[41],"social":[47],"interactions.":[48],"In":[49],"this":[50],"paper,":[51],"I":[52,123],"plan":[53],"propose":[55],"a":[56,108,130],"visual":[57,105],"diversity-enhanced":[58],"that":[60,126],"supports":[61],"inspect":[65],"control":[67],"multi-relevance":[69],"recommendations.":[70],"goal":[72],"let":[75],"users":[77,128],"explore":[78],"different":[80],"relevance":[81],"prospects":[82],"recommended":[84,134],"items":[85,135],"in":[86,120,140],"parallel":[87],"stress":[90],"their":[91],"diversity.":[92],"Two":[93],"preliminary":[94],"studies":[96],"real-life":[98],"tasks":[99],"were":[100],"conducted":[101],"compare":[103],"standard":[109],"ranked":[110],"list":[111],"interface.":[112],"users\u00bb":[114],"subjective":[115,156],"evaluations":[116],"show":[117,125],"significant":[118],"improvement":[119],"many":[121],"metrics.":[122],"further":[124],"explored":[129],"diverse":[131],"set":[132],"while":[136],"experiencing":[137],"an":[138],"increase":[139],"A":[144],"user-centered":[145],"evaluation":[146],"was":[147],"used":[148],"reveal":[150],"mediating":[152],"effects":[153],"between":[154],"objective":[158],"conceptual":[159],"components.":[160],"future":[162],"plans":[163],"are":[164],"discussed":[165],"extend":[167],"current":[169],"findings.":[170]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}