{"id":"https://openalex.org/W4283778839","doi":"https://doi.org/10.1145/3503252.3531304","title":"Is More Always Better? The Effects of Personal Characteristics and Level of Detail on the Perception of Explanations in a Recommender System","display_name":"Is More Always Better? The Effects of Personal Characteristics and Level of Detail on the Perception of Explanations in a Recommender System","publication_year":2022,"publication_date":"2022-07-01","ids":{"openalex":"https://openalex.org/W4283778839","doi":"https://doi.org/10.1145/3503252.3531304"},"language":"en","primary_location":{"id":"doi:10.1145/3503252.3531304","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3503252.3531304","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 30th ACM Conference on User Modeling, Adaptation and Personalization","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2304.00969","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073171751","display_name":"Mohamed Amine Chatti","orcid":"https://orcid.org/0000-0002-1311-7852"},"institutions":[{"id":"https://openalex.org/I62318514","display_name":"University of Duisburg-Essen","ror":"https://ror.org/04mz5ra38","country_code":"DE","type":"education","lineage":["https://openalex.org/I62318514"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Mohamed Amine Chatti","raw_affiliation_strings":["University of Duisburg-Essen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Duisburg-Essen, Germany","institution_ids":["https://openalex.org/I62318514"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051593774","display_name":"Mouadh Guesmi","orcid":"https://orcid.org/0000-0002-4105-8896"},"institutions":[{"id":"https://openalex.org/I62318514","display_name":"University of Duisburg-Essen","ror":"https://ror.org/04mz5ra38","country_code":"DE","type":"education","lineage":["https://openalex.org/I62318514"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Mouadh Guesmi","raw_affiliation_strings":["University of Duisburg-Essen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Duisburg-Essen, Germany","institution_ids":["https://openalex.org/I62318514"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025242897","display_name":"Laura Vorgerd","orcid":null},"institutions":[{"id":"https://openalex.org/I62318514","display_name":"University of Duisburg-Essen","ror":"https://ror.org/04mz5ra38","country_code":"DE","type":"education","lineage":["https://openalex.org/I62318514"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Laura Vorgerd","raw_affiliation_strings":["University of Duisburg-Essen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Duisburg-Essen, Germany","institution_ids":["https://openalex.org/I62318514"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013423500","display_name":"Thao Ngo","orcid":"https://orcid.org/0000-0001-5147-8272"},"institutions":[{"id":"https://openalex.org/I62318514","display_name":"University of Duisburg-Essen","ror":"https://ror.org/04mz5ra38","country_code":"DE","type":"education","lineage":["https://openalex.org/I62318514"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Thao Ngo","raw_affiliation_strings":["University of Duisburg-Essen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Duisburg-Essen, Germany","institution_ids":["https://openalex.org/I62318514"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024688562","display_name":"Shoeb Joarder","orcid":"https://orcid.org/0000-0003-4591-9742"},"institutions":[{"id":"https://openalex.org/I62318514","display_name":"University of Duisburg-Essen","ror":"https://ror.org/04mz5ra38","country_code":"DE","type":"education","lineage":["https://openalex.org/I62318514"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Shoeb Joarder","raw_affiliation_strings":["University of Duisburg-Essen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Duisburg-Essen, Germany","institution_ids":["https://openalex.org/I62318514"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051736487","display_name":"Qurat Ul Ain","orcid":"https://orcid.org/0000-0003-2691-0267"},"institutions":[{"id":"https://openalex.org/I62318514","display_name":"University of Duisburg-Essen","ror":"https://ror.org/04mz5ra38","country_code":"DE","type":"education","lineage":["https://openalex.org/I62318514"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Qurat Ul Ain","raw_affiliation_strings":["University of Duisburg-Essen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Duisburg-Essen, Germany","institution_ids":["https://openalex.org/I62318514"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079649140","display_name":"Arham Muslim","orcid":"https://orcid.org/0000-0001-8204-5082"},"institutions":[{"id":"https://openalex.org/I929597975","display_name":"National University of Sciences and Technology","ror":"https://ror.org/03w2j5y17","country_code":"PK","type":"education","lineage":["https://openalex.org/I929597975"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Arham Muslim","raw_affiliation_strings":["National University of Sciences and Technology, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University of Sciences and Technology, Pakistan","institution_ids":["https://openalex.org/I929597975"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.7106,"has_fulltext":true,"cited_by_count":35,"citation_normalized_percentile":{"value":0.94490502,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"254","last_page":"264"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9990000128746033,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9990000128746033,"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/T10315","display_name":"Decision-Making and Behavioral Economics","score":0.9959999918937683,"subfield":{"id":"https://openalex.org/subfields/1800","display_name":"General Decision Sciences"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10206","display_name":"Meta-analysis and systematic reviews","score":0.9793000221252441,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"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/recommender-system","display_name":"Recommender system","score":0.8562507033348083},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.7179351449012756},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6945930123329163},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.394027441740036},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3395683765411377},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.20989400148391724},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.0647113025188446}],"concepts":[{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.8562507033348083},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.7179351449012756},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6945930123329163},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.394027441740036},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3395683765411377},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.20989400148391724},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0647113025188446}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3503252.3531304","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3503252.3531304","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 30th ACM Conference on User Modeling, Adaptation and Personalization","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2304.00969","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2304.00969","pdf_url":"https://arxiv.org/pdf/2304.00969","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2304.00969","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2304.00969","pdf_url":"https://arxiv.org/pdf/2304.00969","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4283778839.pdf","grobid_xml":"https://content.openalex.org/works/W4283778839.grobid-xml"},"referenced_works_count":40,"referenced_works":["https://openalex.org/W1486539137","https://openalex.org/W1500664688","https://openalex.org/W1579090648","https://openalex.org/W1690919088","https://openalex.org/W1979290264","https://openalex.org/W1994606570","https://openalex.org/W2001468398","https://openalex.org/W2053075547","https://openalex.org/W2054788835","https://openalex.org/W2077384400","https://openalex.org/W2100171245","https://openalex.org/W2110078189","https://openalex.org/W2131251708","https://openalex.org/W2131896026","https://openalex.org/W2162061662","https://openalex.org/W2223821166","https://openalex.org/W2296965711","https://openalex.org/W2403343111","https://openalex.org/W2587468166","https://openalex.org/W2763172566","https://openalex.org/W2886960137","https://openalex.org/W2915495256","https://openalex.org/W2917259853","https://openalex.org/W2928977192","https://openalex.org/W2950299576","https://openalex.org/W2963095307","https://openalex.org/W3009578469","https://openalex.org/W3034491755","https://openalex.org/W3122821379","https://openalex.org/W3155920732","https://openalex.org/W3174296506","https://openalex.org/W3175713981","https://openalex.org/W3186751953","https://openalex.org/W3196161499","https://openalex.org/W3197347140","https://openalex.org/W3204219910","https://openalex.org/W4205334834","https://openalex.org/W4232529295","https://openalex.org/W4300870773","https://openalex.org/W4393971228"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W4390273403","https://openalex.org/W4386781444","https://openalex.org/W2150182025","https://openalex.org/W3092950680","https://openalex.org/W3197542405","https://openalex.org/W2056712470","https://openalex.org/W3125580266","https://openalex.org/W4317039510"],"abstract_inverted_index":{"Despite":[0],"the":[1,4,24,99,111,126,133,139,146,149,162,178,194,204],"acknowledgment":[2],"that":[3,93,161],"perception":[5,147,163],"of":[6,28,98,104,113,116,136,141,148,164,170,197],"explanations":[7,97],"may":[8],"vary":[9],"considerably":[10],"between":[11,128],"end-users,":[12],"explainable":[13,68,150,165],"recommender":[14],"systems":[15],"(RS)":[16],"have":[17],"traditionally":[18],"followed":[19],"a":[20,58,61,64,85,120],"one-size-fits-all":[21,62],"model,":[22],"whereby":[23],"same":[25],"explanation":[26,77,134,156,179],"level":[27,135],"detail":[29,105,171],"is":[30,172],"provided":[31],"to":[32,63,67,81,109,124,154,174,192,203],"each":[33],"user,":[34],"without":[35],"taking":[36],"into":[37],"consideration":[38],"individual":[39],"user\u2019s":[40,129,205],"context,":[41],"i.e.,":[42],"goals":[43],"and":[44,88,132,138,181,189],"personal":[45,130],"characteristics.":[46],"To":[47],"fill":[48],"this":[49,55],"research":[50],"gap,":[51],"we":[52,185],"aim":[53],"in":[54,74,200],"paper":[56],"at":[57],"shift":[59],"from":[60],"personalized":[65,96],"approach":[66],"recommendation":[69],"by":[70,177],"giving":[71],"users":[72],"agency":[73],"deciding":[75],"which":[76],"they":[78],"would":[79],"like":[80],"see.":[82],"We":[83,118],"developed":[84],"transparent":[86],"Recommendation":[87],"Interest":[89],"Modeling":[90],"Application":[91],"(RIMA)":[92],"provides":[94],"on-demand":[95],"recommendations,":[100],"with":[101,152,167],"three":[102],"levels":[103,169],"(basic,":[106],"intermediate,":[107],"advanced)":[108],"meet":[110],"demands":[112],"different":[114,155,168,175],"types":[115],"end-users.":[117],"conducted":[119],"within-subject":[121],"study":[122],"(N=31)":[123],"investigate":[125],"relationship":[127],"characteristics":[131],"detail,":[137],"effects":[140],"these":[142],"two":[143],"variables":[144],"on":[145],"RS":[151,166,201],"regard":[153],"goals.":[157],"Our":[158],"results":[159],"show":[160],"affected":[173],"degrees":[176],"goal":[180],"user":[182],"type.":[183],"Consequently,":[184],"suggested":[186],"some":[187],"theoretical":[188],"design":[190,196],"guidelines":[191],"support":[193],"systematic":[195],"explanatory":[198],"interfaces":[199],"tailored":[202],"context.":[206]},"counts_by_year":[{"year":2026,"cited_by_count":13},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":8}],"updated_date":"2026-07-30T17:31:21.811387","created_date":"2025-10-10T00:00:00"}
