{"id":"https://openalex.org/W4322827064","doi":"https://doi.org/10.1145/3581641.3584046","title":"Steering Recommendations and Visualising Its Impact: Effects on Adolescents\u2019 Trust in E-Learning Platforms","display_name":"Steering Recommendations and Visualising Its Impact: Effects on Adolescents\u2019 Trust in E-Learning Platforms","publication_year":2023,"publication_date":"2023-03-27","ids":{"openalex":"https://openalex.org/W4322827064","doi":"https://doi.org/10.1145/3581641.3584046"},"language":"en","primary_location":{"id":"doi:10.1145/3581641.3584046","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3581641.3584046","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 28th International Conference on Intelligent User Interfaces","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2303.00098","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5060962077","display_name":"Jeroen Ooge","orcid":"https://orcid.org/0000-0001-9820-7656"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Jeroen Ooge","raw_affiliation_strings":["Computer Science, KU Leuven, Belgium"],"affiliations":[{"raw_affiliation_string":"Computer Science, KU Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067131288","display_name":"Leen Dereu","orcid":"https://orcid.org/0000-0002-8330-0935"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Leen Dereu","raw_affiliation_strings":["Computer Science, KU Leuven, Belgium"],"affiliations":[{"raw_affiliation_string":"Computer Science, KU Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076331387","display_name":"Katrien Verbert","orcid":"https://orcid.org/0000-0001-6699-7710"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Katrien Verbert","raw_affiliation_strings":["Computer Science, KU Leuven, Belgium"],"affiliations":[{"raw_affiliation_string":"Computer Science, KU Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5060962077"],"corresponding_institution_ids":["https://openalex.org/I99464096"],"apc_list":null,"apc_paid":null,"fwci":3.2695,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.93236782,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"156","last_page":"170"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T11122","display_name":"Online Learning and Analytics","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9961000084877014,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9886000156402588,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/transparency","display_name":"Transparency (behavior)","score":0.7545896768569946},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.673842191696167},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.6545982956886292},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6198634505271912},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5816836953163147},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5621572732925415},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.44766637682914734},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3852382302284241},{"id":"https://openalex.org/keywords/applied-psychology","display_name":"Applied psychology","score":0.3232063353061676},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3058754801750183},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23312720656394958},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.07661369442939758}],"concepts":[{"id":"https://openalex.org/C2780233690","wikidata":"https://www.wikidata.org/wiki/Q535347","display_name":"Transparency (behavior)","level":2,"score":0.7545896768569946},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.673842191696167},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.6545982956886292},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6198634505271912},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5816836953163147},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5621572732925415},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.44766637682914734},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3852382302284241},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.3232063353061676},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3058754801750183},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23312720656394958},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.07661369442939758},{"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/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3581641.3584046","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3581641.3584046","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 28th International Conference on Intelligent User Interfaces","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2303.00098","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2303.00098","pdf_url":"https://arxiv.org/pdf/2303.00098","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:lirias2repo.kuleuven.be:20.500.12942/714998","is_oa":false,"landing_page_url":"https://lirias.kuleuven.be/handle/20.500.12942/714998","pdf_url":null,"source":{"id":"https://openalex.org/S4306401954","display_name":"Lirias (KU Leuven)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99464096","host_organization_name":"KU Leuven","host_organization_lineage":["https://openalex.org/I99464096"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Intelligent User Interfaces, Sydney, Australia, 27-31 March 2023","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2303.00098","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2303.00098","pdf_url":"https://arxiv.org/pdf/2303.00098","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"score":0.7300000190734863,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G3992788240","display_name":null,"funder_award_id":"G0A3319N","funder_id":"https://openalex.org/F4320321730","funder_display_name":"Fonds Wetenschappelijk Onderzoek"},{"id":"https://openalex.org/G6154695499","display_name":null,"funder_award_id":"HB.2020.2373","funder_id":"https://openalex.org/F4320313460","funder_display_name":"Agentschap Innoveren en Ondernemen"},{"id":"https://openalex.org/G7235876266","display_name":null,"funder_award_id":"C14/21/072","funder_id":"https://openalex.org/F4320322308","funder_display_name":"KU Leuven"}],"funders":[{"id":"https://openalex.org/F4320313460","display_name":"Agentschap Innoveren en Ondernemen","ror":"https://ror.org/032xdry56"},{"id":"https://openalex.org/F4320321730","display_name":"Fonds Wetenschappelijk Onderzoek","ror":"https://ror.org/03qtxy027"},{"id":"https://openalex.org/F4320322308","display_name":"KU Leuven","ror":"https://ror.org/05f950310"},{"id":"https://openalex.org/F4320327336","display_name":"Vlaamse regering","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4322827064.pdf","grobid_xml":"https://content.openalex.org/works/W4322827064.grobid-xml"},"referenced_works_count":79,"referenced_works":["https://openalex.org/W58813315","https://openalex.org/W204292300","https://openalex.org/W1495835184","https://openalex.org/W1511558225","https://openalex.org/W1533849852","https://openalex.org/W1539706247","https://openalex.org/W1597864774","https://openalex.org/W1762789331","https://openalex.org/W1967812664","https://openalex.org/W1968050633","https://openalex.org/W1980202081","https://openalex.org/W1992391624","https://openalex.org/W1997050658","https://openalex.org/W1999615153","https://openalex.org/W2035953455","https://openalex.org/W2042294224","https://openalex.org/W2044277341","https://openalex.org/W2045559714","https://openalex.org/W2053110685","https://openalex.org/W2058990114","https://openalex.org/W2064754950","https://openalex.org/W2076758805","https://openalex.org/W2085458685","https://openalex.org/W2094610220","https://openalex.org/W2096434649","https://openalex.org/W2102384900","https://openalex.org/W2110078189","https://openalex.org/W2110171129","https://openalex.org/W2112354254","https://openalex.org/W2112856797","https://openalex.org/W2116272114","https://openalex.org/W2125330369","https://openalex.org/W2128351576","https://openalex.org/W2143074722","https://openalex.org/W2148943147","https://openalex.org/W2149450064","https://openalex.org/W2158934860","https://openalex.org/W2160116727","https://openalex.org/W2162111811","https://openalex.org/W2162821268","https://openalex.org/W2168747479","https://openalex.org/W2199058847","https://openalex.org/W2295680652","https://openalex.org/W2335612402","https://openalex.org/W2344015651","https://openalex.org/W2467068840","https://openalex.org/W2588638859","https://openalex.org/W2593883017","https://openalex.org/W2746400042","https://openalex.org/W2795530988","https://openalex.org/W2834192818","https://openalex.org/W2899160907","https://openalex.org/W2916705265","https://openalex.org/W2938423807","https://openalex.org/W2954503794","https://openalex.org/W2962772482","https://openalex.org/W2972445093","https://openalex.org/W2972450445","https://openalex.org/W2973690551","https://openalex.org/W2981473719","https://openalex.org/W2981709466","https://openalex.org/W2981731882","https://openalex.org/W2982623704","https://openalex.org/W2996103499","https://openalex.org/W3012234344","https://openalex.org/W3014303321","https://openalex.org/W3034522014","https://openalex.org/W3092479831","https://openalex.org/W3093388512","https://openalex.org/W3116889984","https://openalex.org/W3156614709","https://openalex.org/W3199183873","https://openalex.org/W3205662613","https://openalex.org/W3207598588","https://openalex.org/W4220699816","https://openalex.org/W4221119663","https://openalex.org/W4232488826","https://openalex.org/W4280651558","https://openalex.org/W4295128091"],"related_works":["https://openalex.org/W4382930947","https://openalex.org/W3081288631","https://openalex.org/W3152382318","https://openalex.org/W3004686567","https://openalex.org/W2738656338","https://openalex.org/W2603787370","https://openalex.org/W2555400967","https://openalex.org/W3214759741","https://openalex.org/W3174876210","https://openalex.org/W3126697728"],"abstract_inverted_index":{"Researchers":[0],"have":[1],"widely":[2],"acknowledged":[3],"the":[4,57,101,127,156],"potential":[5],"of":[6,12,56,103,159],"control":[7,51,105,111],"mechanisms":[8],"with":[9,37,65,90],"which":[10,150],"end-users":[11],"recommender":[13],"systems":[14],"can":[15,143],"better":[16],"tailor":[17],"recommendations.":[18],"However,":[19],"few":[20],"e-learning":[21,80],"environments":[22],"so":[23],"far":[24],"incorporate":[25],"such":[26],"mechanisms,":[27],"for":[28,30,155],"example":[29],"steering":[31,141],"recommended":[32],"exercises.":[33,85],"In":[34],"addition,":[35],"studies":[36],"adolescents":[38,66,97,119],"in":[39,78,135],"this":[40],"context":[41],"are":[42,148],"rare.":[43],"To":[44],"address":[45],"these":[46,73],"limitations,":[47],"we":[48,70],"designed":[49],"a":[50,54,132],"mechanism":[52],"and":[53,67,94,124],"visualisation":[55],"control\u2019s":[58],"impact":[59,102],"through":[60],"an":[61,79],"iterative":[62],"design":[63],"process":[64],"teachers.":[68],"Then,":[69],"investigated":[71],"how":[72],"functionalities":[74],"affect":[75],"adolescents\u2019":[76],"trust":[77],"platform":[81],"that":[82,99,139],"recommends":[83],"maths":[84],"A":[86],"randomised":[87],"controlled":[88],"experiment":[89],"76":[91],"middle":[92],"school":[93,96],"high":[95],"showed":[98],"visualising":[100,140],"exercised":[104],"significantly":[106],"increases":[107],"trust.":[108],"Furthermore,":[109],"having":[110],"over":[112],"their":[113],"mastery":[114],"level":[115],"seemed":[116],"to":[117,120],"inspire":[118],"reasonably":[121],"challenge":[122],"themselves":[123],"reflect":[125],"upon":[126],"underlying":[128],"recommendation":[129],"algorithm.":[130],"Finally,":[131],"significant":[133],"increase":[134],"perceived":[136],"transparency":[137],"suggested":[138],"actions":[142],"indirectly":[144],"explain":[145],"why":[146],"recommendations":[147],"suitable,":[149],"opens":[151],"interesting":[152],"research":[153],"tracks":[154],"broader":[157],"field":[158],"explainable":[160],"AI.":[161]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3}],"updated_date":"2026-04-14T08:04:32.555800","created_date":"2023-03-03T00:00:00"}
