{"id":"https://openalex.org/W2945478551","doi":"https://doi.org/10.1145/3331161","title":"Context- and Data-driven Satisfaction Analysis of User Interface Adaptations Based on Instant User Feedback","display_name":"Context- and Data-driven Satisfaction Analysis of User Interface Adaptations Based on Instant User Feedback","publication_year":2019,"publication_date":"2019-06-13","ids":{"openalex":"https://openalex.org/W2945478551","doi":"https://doi.org/10.1145/3331161","mag":"2945478551"},"language":"en","primary_location":{"id":"doi:10.1145/3331161","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3331161","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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5016398634","display_name":"Enes Yigitbas","orcid":"https://orcid.org/0000-0002-5967-833X"},"institutions":[{"id":"https://openalex.org/I206945453","display_name":"Paderborn University","ror":"https://ror.org/058kzsd48","country_code":"DE","type":"education","lineage":["https://openalex.org/I206945453"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Enes Yigitbas","raw_affiliation_strings":["Paderborn University, Paderborn, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Paderborn University, Paderborn, Germany","institution_ids":["https://openalex.org/I206945453"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005733219","display_name":"Andr\u00e9 Hottung","orcid":"https://orcid.org/0000-0002-7251-9093"},"institutions":[{"id":"https://openalex.org/I20121455","display_name":"Bielefeld University","ror":"https://ror.org/02hpadn98","country_code":"DE","type":"education","lineage":["https://openalex.org/I20121455"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Andr\u00e9 Hottung","raw_affiliation_strings":["Bielefeld University, Bielefeld, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bielefeld University, Bielefeld, Germany","institution_ids":["https://openalex.org/I20121455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020318472","display_name":"Sebastian Mansfield Rojas","orcid":null},"institutions":[{"id":"https://openalex.org/I206945453","display_name":"Paderborn University","ror":"https://ror.org/058kzsd48","country_code":"DE","type":"education","lineage":["https://openalex.org/I206945453"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sebastian Mansfield Rojas","raw_affiliation_strings":["Paderborn University, Paderborn, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Paderborn University, Paderborn, Germany","institution_ids":["https://openalex.org/I206945453"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013008708","display_name":"Anthony Anjorin","orcid":"https://orcid.org/0000-0001-6213-6243"},"institutions":[{"id":"https://openalex.org/I206945453","display_name":"Paderborn University","ror":"https://ror.org/058kzsd48","country_code":"DE","type":"education","lineage":["https://openalex.org/I206945453"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Anthony Anjorin","raw_affiliation_strings":["Paderborn University, Paderborn, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Paderborn University, Paderborn, Germany","institution_ids":["https://openalex.org/I206945453"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047726716","display_name":"Stefan Sauer","orcid":"https://orcid.org/0000-0003-3084-0409"},"institutions":[{"id":"https://openalex.org/I206945453","display_name":"Paderborn University","ror":"https://ror.org/058kzsd48","country_code":"DE","type":"education","lineage":["https://openalex.org/I206945453"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Stefan Sauer","raw_affiliation_strings":["Paderborn University, Paderborn, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Paderborn University, Paderborn, Germany","institution_ids":["https://openalex.org/I206945453"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022823882","display_name":"Gregor Engels","orcid":"https://orcid.org/0000-0001-5397-9548"},"institutions":[{"id":"https://openalex.org/I206945453","display_name":"Paderborn University","ror":"https://ror.org/058kzsd48","country_code":"DE","type":"education","lineage":["https://openalex.org/I206945453"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Gregor Engels","raw_affiliation_strings":["Paderborn University, Paderborn, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Paderborn University, Paderborn, Germany","institution_ids":["https://openalex.org/I206945453"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9917,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.76156293,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"3","issue":"EICS","first_page":"1","last_page":"20"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10470","display_name":"Usability and User Interface Design","score":0.9979000091552734,"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/T10470","display_name":"Usability and User Interface Design","score":0.9979000091552734,"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/T12238","display_name":"Green IT and Sustainability","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10803","display_name":"Innovative Human-Technology Interaction","score":0.9948999881744385,"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/usability","display_name":"Usability","score":0.876389741897583},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7987671494483948},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.7789368629455566},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.5886328220367432},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.5605493783950806},{"id":"https://openalex.org/keywords/user-interface","display_name":"User interface","score":0.523521900177002},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.498157262802124},{"id":"https://openalex.org/keywords/computer-user-satisfaction","display_name":"Computer user satisfaction","score":0.4356522560119629},{"id":"https://openalex.org/keywords/user-interface-design","display_name":"User interface design","score":0.4296824634075165},{"id":"https://openalex.org/keywords/user-experience-design","display_name":"User experience design","score":0.4176650643348694},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.07186320424079895}],"concepts":[{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.876389741897583},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7987671494483948},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.7789368629455566},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.5886328220367432},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.5605493783950806},{"id":"https://openalex.org/C89505385","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"User interface","level":2,"score":0.523521900177002},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.498157262802124},{"id":"https://openalex.org/C63880386","wikidata":"https://www.wikidata.org/wiki/Q5157592","display_name":"Computer user satisfaction","level":4,"score":0.4356522560119629},{"id":"https://openalex.org/C149229913","wikidata":"https://www.wikidata.org/wiki/Q135707","display_name":"User interface design","level":3,"score":0.4296824634075165},{"id":"https://openalex.org/C201025465","wikidata":"https://www.wikidata.org/wiki/Q11248500","display_name":"User experience design","level":2,"score":0.4176650643348694},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.07186320424079895},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3331161","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3331161","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W207970655","https://openalex.org/W1011032063","https://openalex.org/W1569667824","https://openalex.org/W1574774084","https://openalex.org/W1899590248","https://openalex.org/W1946604082","https://openalex.org/W1999050039","https://openalex.org/W1999091718","https://openalex.org/W2017912703","https://openalex.org/W2019887239","https://openalex.org/W2032872861","https://openalex.org/W2045019452","https://openalex.org/W2066393288","https://openalex.org/W2079258019","https://openalex.org/W2118262065","https://openalex.org/W2121283433","https://openalex.org/W2129170426","https://openalex.org/W2136920231","https://openalex.org/W2165137924","https://openalex.org/W2179244259","https://openalex.org/W2517323785","https://openalex.org/W2742747389","https://openalex.org/W2786397983","https://openalex.org/W4213340511"],"related_works":["https://openalex.org/W3048212026","https://openalex.org/W3216880090","https://openalex.org/W4375935421","https://openalex.org/W317925544","https://openalex.org/W145924344","https://openalex.org/W2893969762","https://openalex.org/W2093156167","https://openalex.org/W2587807604","https://openalex.org/W2562776005","https://openalex.org/W2751424329"],"abstract_inverted_index":{"Modern":[0],"User":[1],"Interfaces":[2],"(UIs)":[3],"are":[4,73,91],"increasingly":[5],"expected":[6],"to":[7,24,45,48,51,146,158],"be":[8],"plastic,":[9],"in":[10],"the":[11,52,68,71,87,112,182,198],"sense":[12],"that":[13,134,195],"they":[14],"retain":[15],"a":[16,39,64,103,159,169],"constant":[17],"level":[18],"of":[19,60,81,114,142,150,197],"usability,":[20],"even":[21],"when":[22,89],"subjected":[23],"context":[25,42,137,184],"(platform,":[26],"user,":[27],"and":[28,70,107,117,186],"environment)":[29],"changes":[30],"at":[31,54,121],"runtime.":[32,55,122],"Adaptive":[33],"UIs":[34,62],"have":[35],"been":[36],"promoted":[37],"as":[38,166],"solution":[40,133,155],"for":[41,168],"variability":[43],"due":[44],"their":[46],"ability":[47],"automatically":[49],"adapt":[50],"context-of-use":[53,72,88],"However,":[56],"evaluating":[57],"end-user":[58,148,177],"satisfaction":[59,149,178],"adaptive":[61],"is":[63],"challenging":[65],"task,":[66],"because":[67],"UI":[69,82,151,200],"both":[74],"constantly":[75],"changing.":[76],"Thus,":[77],"an":[78,129],"acceptance":[79],"analysis":[80,105,179],"adaptation":[83,152,201],"features":[84,202],"should":[85],"consider":[86],"adaptations":[90],"triggered.":[92],"Classical":[93],"usability":[94,98,131,170],"evaluation":[95],"methods":[96],"like":[97],"tests":[99],"mostly":[100],"focus":[101],"on":[102,181],"posteriori":[104],"techniques":[106],"do":[108],"not":[109],"fully":[110],"exploit":[111],"potential":[113],"collecting":[115],"implicit":[116],"explicit":[118],"user":[119,144,187],"feedback":[120,145,188],"To":[123],"address":[124],"this":[125],"challenge,":[126],"we":[127],"present":[128],"on-the-fly":[130],"testing":[132],"combines":[135],"continuous":[136],"monitoring":[138],"together":[139],"with":[140,172],"collection":[141],"instant":[143],"assess":[147],"features.":[153],"The":[154,191],"was":[156,189],"applied":[157],"mobile":[160],"Android":[161],"mail":[162],"application,":[163],"which":[164],"served":[165],"basis":[167],"study":[171],"23":[173],"participants.":[174],"A":[175],"data-driven":[176],"based":[180],"collected":[183],"information":[185],"conducted.":[190],"main":[192],"results":[193],"show":[194],"most":[196],"triggered":[199],"were":[203],"positively":[204],"rated.":[205]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":5},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}