{"id":"https://openalex.org/W4308764957","doi":"https://doi.org/10.1145/3555757","title":"Towards Tangible Algorithms: Exploring the Experiences of Tangible Interactions with Movie Recommender Algorithms","display_name":"Towards Tangible Algorithms: Exploring the Experiences of Tangible Interactions with Movie Recommender Algorithms","publication_year":2022,"publication_date":"2022-11-07","ids":{"openalex":"https://openalex.org/W4308764957","doi":"https://doi.org/10.1145/3555757"},"language":"en","primary_location":{"id":"doi:10.1145/3555757","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3555757","pdf_url":null,"source":{"id":"https://openalex.org/S4210183893","display_name":"Proceedings of the ACM on Human-Computer Interaction","issn_l":"2573-0142","issn":["2573-0142"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Human-Computer Interaction","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://lirias.kuleuven.be/handle/20.500.12942/687510","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5052068370","display_name":"Oscar Alvarado","orcid":"https://orcid.org/0000-0001-5130-8636"},"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":"Oscar Alvarado","raw_affiliation_strings":["KU Leuven, Leuven, Belgium"],"affiliations":[{"raw_affiliation_string":"KU Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003045863","display_name":"Vero Vanden Abeele","orcid":"https://orcid.org/0000-0002-3031-9579"},"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":"Vero Vanden Abeele","raw_affiliation_strings":["KU Leuven, Leuven, Belgium"],"affiliations":[{"raw_affiliation_string":"KU Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076175881","display_name":"David Geerts","orcid":"https://orcid.org/0000-0003-3933-9266"},"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":"David Geerts","raw_affiliation_strings":["KU Leuven, Leuven, Belgium"],"affiliations":[{"raw_affiliation_string":"KU Leuven, 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":["KU Leuven, Leuven, Belgium"],"affiliations":[{"raw_affiliation_string":"KU Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5052068370"],"corresponding_institution_ids":["https://openalex.org/I99464096"],"apc_list":null,"apc_paid":null,"fwci":0.4482,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.66255778,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"6","issue":"CSCW2","first_page":"1","last_page":"30"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10803","display_name":"Innovative Human-Technology Interaction","score":0.9976000189781189,"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"}},"topics":[{"id":"https://openalex.org/T10803","display_name":"Innovative Human-Technology Interaction","score":0.9976000189781189,"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/T10789","display_name":"Interactive and Immersive Displays","score":0.9925000071525574,"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/T10648","display_name":"Virtual Reality Applications and Impacts","score":0.9907000064849854,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7731233835220337},{"id":"https://openalex.org/keywords/transparency","display_name":"Transparency (behavior)","score":0.6820443272590637},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.6316512823104858},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.6035891175270081},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.49936771392822266},{"id":"https://openalex.org/keywords/ubiquitous-computing","display_name":"Ubiquitous computing","score":0.46627214550971985},{"id":"https://openalex.org/keywords/user-interface","display_name":"User interface","score":0.45577147603034973},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3905057907104492},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3637753427028656},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.28628963232040405}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7731233835220337},{"id":"https://openalex.org/C2780233690","wikidata":"https://www.wikidata.org/wiki/Q535347","display_name":"Transparency (behavior)","level":2,"score":0.6820443272590637},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.6316512823104858},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.6035891175270081},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.49936771392822266},{"id":"https://openalex.org/C172195944","wikidata":"https://www.wikidata.org/wiki/Q541265","display_name":"Ubiquitous computing","level":2,"score":0.46627214550971985},{"id":"https://openalex.org/C89505385","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"User interface","level":2,"score":0.45577147603034973},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3905057907104492},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3637753427028656},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.28628963232040405},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3555757","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3555757","pdf_url":null,"source":{"id":"https://openalex.org/S4210183893","display_name":"Proceedings of the ACM on Human-Computer Interaction","issn_l":"2573-0142","issn":["2573-0142"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Human-Computer Interaction","raw_type":"journal-article"},{"id":"pmh:oai:lirias2repo.kuleuven.be:20.500.12942/687510","is_oa":true,"landing_page_url":"https://lirias.kuleuven.be/handle/20.500.12942/687510","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Proceedings of the ACM on Human-Computer Interaction, vol. 6 (CSCW2), Art.No. 337","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"pmh:oai:lirias2repo.kuleuven.be:20.500.12942/687510","is_oa":true,"landing_page_url":"https://lirias.kuleuven.be/handle/20.500.12942/687510","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Proceedings of the ACM on Human-Computer Interaction, vol. 6 (CSCW2), Art.No. 337","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1512383917","display_name":null,"funder_award_id":"C24/16/017","funder_id":"https://openalex.org/F4320322308","funder_display_name":"KU Leuven"}],"funders":[{"id":"https://openalex.org/F4320322308","display_name":"KU Leuven","ror":"https://ror.org/05f950310"},{"id":"https://openalex.org/F4320323217","display_name":"Universidad de Costa Rica","ror":"https://ror.org/02yzgww51"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1579090648","https://openalex.org/W1979290264","https://openalex.org/W1994332615","https://openalex.org/W2009365279","https://openalex.org/W2037451280","https://openalex.org/W2042141825","https://openalex.org/W2100171245","https://openalex.org/W2101626445","https://openalex.org/W2102848110","https://openalex.org/W2103165527","https://openalex.org/W2110378855","https://openalex.org/W2121953778","https://openalex.org/W2126159342","https://openalex.org/W2137045791","https://openalex.org/W2149891956","https://openalex.org/W2167686873","https://openalex.org/W2210543184","https://openalex.org/W2344015651","https://openalex.org/W2464017393","https://openalex.org/W2557671501","https://openalex.org/W2611652454","https://openalex.org/W2735526541","https://openalex.org/W2743785704","https://openalex.org/W2754576213","https://openalex.org/W2774310041","https://openalex.org/W2784259015","https://openalex.org/W2793386613","https://openalex.org/W2795636034","https://openalex.org/W2892396205","https://openalex.org/W2907130618","https://openalex.org/W2915495256","https://openalex.org/W2917166626","https://openalex.org/W2988385865","https://openalex.org/W3023481589","https://openalex.org/W3042428857","https://openalex.org/W3094956525","https://openalex.org/W3122548859","https://openalex.org/W3131646946","https://openalex.org/W4253418612","https://openalex.org/W4253473326"],"related_works":["https://openalex.org/W4390273403","https://openalex.org/W4386781444","https://openalex.org/W4246980185","https://openalex.org/W2150182025","https://openalex.org/W3092950680","https://openalex.org/W3197542405","https://openalex.org/W4238861846","https://openalex.org/W3125580266","https://openalex.org/W44246808","https://openalex.org/W4317039510"],"abstract_inverted_index":{"Artificial":[0],"Intelligence":[1],"(AI)":[2],"supports":[3],"many":[4],"of":[5,23,42,62,76,128,137,148,156,190,199,217],"our":[6],"everyday":[7],"activities":[8],"and":[9,69,88,113,141,145,154,161,176,202,220,235,253],"decisions.":[10],"However,":[11],"personalized":[12,179],"algorithmic":[13,105,142,200,248],"recommendations":[14],"often":[15],"produce":[16],"adverse":[17],"experiences":[18],"due":[19],"to":[20,47,102,173,195,223,238,243],"a":[21,209],"lack":[22],"awareness,":[24],"control,":[25,70],"or":[26,206],"transparency.":[27],"While":[28],"research":[29],"has":[30],"directed":[31],"solutions":[32],"on":[33,67,183],"graphical":[34],"user":[35],"interfaces":[36],"(GUIs),":[37],"there":[38],"are":[39],"no":[40],"explorations":[41],"Tangible":[43,191],"User":[44],"Interfaces":[45],"(TUIs)":[46],"improve":[48],"the":[49,55,168,188,197,215,233,245,251],"experience":[50],"with":[51,104,247],"such":[52],"systems,":[53,249],"despite":[54],"valid":[56],"existing":[57],"academic":[58],"arguments":[59],"in":[60,178,208,226,260],"favor":[61],"this":[63,184],"exploration.":[64],"Therefore,":[65],"centering":[66],"transparency":[68,135],"we":[71,94,186,213,231],"analyzed":[72],"how":[73],"18":[74],"users":[75],"movie":[77,106,180],"recommender":[78,107],"systems":[79,201],"perceived":[80],"four":[81],"different":[82],"TUIs":[83,101,112,116,140,193],"using":[84],"individual":[85],"co-design":[86],"sessions":[87],"post-interview":[89],"questionnaires.":[90],"Through":[91],"thematic":[92],"analysis,":[93],"identified":[95],"seven":[96],"design":[97,150,221],"considerations":[98],"while":[99],"designing":[100],"interact":[103],"systems:":[108],"(1)":[109],"Distinctions":[110],"between":[111],"GUIs;":[114],"(2)":[115],"replacing":[117],"predominant":[118],"interfaces;":[119],"(3)":[120],"Preference":[121],"for":[122,131],"single-device":[123],"TUIs;":[124,132,138],"(4)":[125],"The":[126],"relevance":[127,216],"granular":[129],"control":[130,177],"(5)":[133],"Apparent":[134],"limitations":[136],"(6)":[139],"social":[143,254],"computing;":[144],"(7)":[146],"Overview":[147],"specific":[149,210],"choices,":[151],"including":[152,250],"advantages":[153],"disadvantages":[155],"soft,":[157],"hard,":[158],"rounded,":[159],"cubic,":[160],"humanoid":[162],"interfaces.":[163],"These":[164],"findings":[165],"inspired":[166],"Recffy:":[167],"first":[169],"functional":[170],"TUI":[171],"designed":[172],"enhance":[174],"awareness":[175],"recommendations.":[181],"Based":[182],"study,":[185],"propose":[187],"concept":[189],"Algorithms:":[192],"dedicated":[194],"enhancing":[196],"interaction":[198,246],"their":[203],"profiling":[204],"processes":[205],"decisions":[207],"context.":[211],"Furthermore,":[212],"describe":[214],"tangible":[218,241],"algorithms":[219,242],"guidelines":[222],"promote":[224,259],"them":[225],"diverse":[227,261],"AI":[228,262],"contexts.":[229,263],"Finally,":[230],"invite":[232],"HCI":[234],"CSCW":[236],"community":[237],"continue":[239],"exploring":[240],"address":[244],"collaborative":[252],"computing":[255],"dynamics":[256],"they":[257],"can":[258]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2022-11-15T00:00:00"}
