{"id":"https://openalex.org/W4210538512","doi":"https://doi.org/10.1007/s12652-021-03693-w","title":"Towards automatic evaluation of the Quality-in-Use in context-aware software systems","display_name":"Towards automatic evaluation of the Quality-in-Use in context-aware software systems","publication_year":2022,"publication_date":"2022-02-05","ids":{"openalex":"https://openalex.org/W4210538512","doi":"https://doi.org/10.1007/s12652-021-03693-w"},"language":"en","primary_location":{"id":"doi:10.1007/s12652-021-03693-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s12652-021-03693-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s12652-021-03693-w.pdf","source":{"id":"https://openalex.org/S48031226","display_name":"Journal of Ambient Intelligence and Humanized Computing","issn_l":"1868-5137","issn":["1868-5137","1868-5145"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Ambient Intelligence and Humanized Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s12652-021-03693-w.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047470179","display_name":"Sergio Salom\u00f3n","orcid":"https://orcid.org/0000-0003-4052-0556"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Sergio Salom\u00f3n","raw_affiliation_strings":["Axpe Consulting Cantabria SL, 39600, Camargo, Spain","Axpe Consulting Cantabria SL, Camargo, Spain"],"raw_orcid":"https://orcid.org/0000-0003-4052-0556","affiliations":[{"raw_affiliation_string":"Axpe Consulting Cantabria SL, 39600, Camargo, Spain","institution_ids":[]},{"raw_affiliation_string":"Axpe Consulting Cantabria SL, Camargo, Spain","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061509063","display_name":"Rafael Duque","orcid":"https://orcid.org/0000-0001-8636-3213"},"institutions":[{"id":"https://openalex.org/I13134134","display_name":"Universidad de Cantabria","ror":"https://ror.org/046ffzj20","country_code":"ES","type":"education","lineage":["https://openalex.org/I13134134"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Rafael Duque","raw_affiliation_strings":["Department of Mathematics, Statistics and Computer Science, Universidad de Cantabria, 39005, Santander, Spain","Department of Mathematics, Statistics and Computer Science, Universidad de Cantabria, Santander, Spain"],"raw_orcid":"https://orcid.org/0000-0001-8636-3213","affiliations":[{"raw_affiliation_string":"Department of Mathematics, Statistics and Computer Science, Universidad de Cantabria, 39005, Santander, Spain","institution_ids":["https://openalex.org/I13134134"]},{"raw_affiliation_string":"Department of Mathematics, Statistics and Computer Science, Universidad de Cantabria, Santander, Spain","institution_ids":["https://openalex.org/I13134134"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025023315","display_name":"Jos\u00e9 Luis Monta\u00f1a","orcid":"https://orcid.org/0000-0001-9338-6085"},"institutions":[{"id":"https://openalex.org/I13134134","display_name":"Universidad de Cantabria","ror":"https://ror.org/046ffzj20","country_code":"ES","type":"education","lineage":["https://openalex.org/I13134134"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Luis Monta\u00f1a","raw_affiliation_strings":["Department of Mathematics, Statistics and Computer Science, Universidad de Cantabria, 39005, Santander, Spain","Department of Mathematics, Statistics and Computer Science, Universidad de Cantabria, Santander, Spain"],"raw_orcid":"https://orcid.org/0000-0001-9338-6085","affiliations":[{"raw_affiliation_string":"Department of Mathematics, Statistics and Computer Science, Universidad de Cantabria, 39005, Santander, Spain","institution_ids":["https://openalex.org/I13134134"]},{"raw_affiliation_string":"Department of Mathematics, Statistics and Computer Science, Universidad de Cantabria, Santander, Spain","institution_ids":["https://openalex.org/I13134134"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019408781","display_name":"Luis Ten\u00e9s","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Luis Ten\u00e9s","raw_affiliation_strings":["Axpe Consulting Cantabria SL, 39600, Camargo, Spain","Axpe Consulting Cantabria SL, Camargo, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Axpe Consulting Cantabria SL, 39600, Camargo, Spain","institution_ids":[]},{"raw_affiliation_string":"Axpe Consulting Cantabria SL, Camargo, Spain","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5047470179"],"corresponding_institution_ids":[],"apc_list":{"value":2690,"currency":"EUR","value_usd":3390},"apc_paid":{"value":2690,"currency":"EUR","value_usd":3390},"fwci":1.1169,"has_fulltext":true,"cited_by_count":13,"citation_normalized_percentile":{"value":0.77903311,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"14","issue":"8","first_page":"10321","last_page":"10346"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9884999990463257,"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/T11719","display_name":"Data Quality and Management","score":0.9789000153541565,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"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":0.8639541864395142},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6012545228004456},{"id":"https://openalex.org/keywords/software-quality","display_name":"Software quality","score":0.5565447807312012},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4986538887023926},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.493962824344635},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4710618853569031},{"id":"https://openalex.org/keywords/software-system","display_name":"Software system","score":0.45862123370170593},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.45339515805244446},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.44207850098609924},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.41463518142700195},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.39293724298477173},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.29669106006622314},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.2833355963230133}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8639541864395142},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6012545228004456},{"id":"https://openalex.org/C117447612","wikidata":"https://www.wikidata.org/wiki/Q1412670","display_name":"Software quality","level":4,"score":0.5565447807312012},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4986538887023926},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.493962824344635},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4710618853569031},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.45862123370170593},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.45339515805244446},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.44207850098609924},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.41463518142700195},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.39293724298477173},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.29669106006622314},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.2833355963230133},{"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s12652-021-03693-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s12652-021-03693-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s12652-021-03693-w.pdf","source":{"id":"https://openalex.org/S48031226","display_name":"Journal of Ambient Intelligence and Humanized Computing","issn_l":"1868-5137","issn":["1868-5137","1868-5145"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Ambient Intelligence and Humanized Computing","raw_type":"journal-article"},{"id":"pmh:oai:repositorio.unican.es:10902/31682","is_oa":true,"landing_page_url":"https://hdl.handle.net/10902/31682","pdf_url":"https://repositorio.unican.es/xmlui/bitstream/10902/31682/3/TowardsAutomaticEvaluation.pdf","source":{"id":"https://openalex.org/S4306400398","display_name":"UCrea (University of Cantabria)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I13134134","host_organization_name":"Universidad de Cantabria","host_organization_lineage":["https://openalex.org/I13134134"],"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":"Journal of Ambient Intelligence and Humanized Computing, 2023, 14(8), 10321-10346","raw_type":"publishedVersion"}],"best_oa_location":{"id":"doi:10.1007/s12652-021-03693-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s12652-021-03693-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s12652-021-03693-w.pdf","source":{"id":"https://openalex.org/S48031226","display_name":"Journal of Ambient Intelligence and Humanized Computing","issn_l":"1868-5137","issn":["1868-5137","1868-5145"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Ambient Intelligence and Humanized Computing","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6000000238418579,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320323808","display_name":"Universidad de Cantabria","ror":"https://ror.org/046ffzj20"},{"id":"https://openalex.org/F4320329261","display_name":"Sociedad para el Desarrollo de Cantabria","ror":null},{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4210538512.pdf","grobid_xml":"https://content.openalex.org/works/W4210538512.grobid-xml"},"referenced_works_count":51,"referenced_works":["https://openalex.org/W1594197141","https://openalex.org/W1598385458","https://openalex.org/W1643571618","https://openalex.org/W1893997628","https://openalex.org/W1968904436","https://openalex.org/W1975495902","https://openalex.org/W1980065435","https://openalex.org/W2003235854","https://openalex.org/W2003554883","https://openalex.org/W2017310186","https://openalex.org/W2021899442","https://openalex.org/W2023303069","https://openalex.org/W2024486844","https://openalex.org/W2034628356","https://openalex.org/W2058703817","https://openalex.org/W2089655116","https://openalex.org/W2098250644","https://openalex.org/W2107998578","https://openalex.org/W2110953516","https://openalex.org/W2113586398","https://openalex.org/W2128410654","https://openalex.org/W2146152432","https://openalex.org/W2146577751","https://openalex.org/W2153186534","https://openalex.org/W2155862563","https://openalex.org/W2159904898","https://openalex.org/W2165250079","https://openalex.org/W2172408844","https://openalex.org/W2179479342","https://openalex.org/W2460752773","https://openalex.org/W2496174587","https://openalex.org/W2582957001","https://openalex.org/W2587092076","https://openalex.org/W2601858736","https://openalex.org/W2644505548","https://openalex.org/W2774823211","https://openalex.org/W2793459984","https://openalex.org/W2795107817","https://openalex.org/W2799513377","https://openalex.org/W2883915171","https://openalex.org/W2888430711","https://openalex.org/W2909230076","https://openalex.org/W2944248345","https://openalex.org/W2953044655","https://openalex.org/W2988912079","https://openalex.org/W3009274469","https://openalex.org/W3146342204","https://openalex.org/W3163196727","https://openalex.org/W3193332737","https://openalex.org/W4233152543","https://openalex.org/W4234816175"],"related_works":["https://openalex.org/W4298130764","https://openalex.org/W19337650","https://openalex.org/W71376590","https://openalex.org/W2965077017","https://openalex.org/W2095803818","https://openalex.org/W2966450834","https://openalex.org/W2367207301","https://openalex.org/W2164098295","https://openalex.org/W2183429912","https://openalex.org/W4294754599"],"abstract_inverted_index":{"Abstract":[0],"Context-aware":[1],"systems":[2,25,53,136],"adapt":[3],"their":[4,114],"services":[5],"to":[6,12,19,45,55,69,97,108,113,119,151,159,164,174,182,204,239,261,304],"the":[7,14,21,47,56,131,161,178,184,191,206,214,218,224,227,231,234,263,267,272,283,287,292],"user\u2019s":[8],"intentions":[9],"and":[10,31,60,75,83,116,167,172,176,186,230,251,271,298],"environment":[11],"improve":[13],"user":[15,29,99,110,275,288],"experience.":[16],"However,":[17],"how":[18],"evaluate":[20,46],"quality":[22,81,162,293],"of":[23,28,85,123,142,149,155,170,188,226,233,274],"these":[24,296],"in":[26,41,61,133,190,199,208,221,236,277,286,295],"terms":[27],"perception":[30],"context":[32,284],"recognition":[33],"is":[34,44,67],"still":[35],"an":[36,62],"open":[37],"problem.":[38],"Our":[39],"goal":[40],"this":[42,91,194],"work":[43],"Quality-in-Use":[48],"(QinU)":[49],"for":[50,129,139,193],"context-aware":[51,134,222],"software":[52,135,309],"according":[54,112],"ISO/IEC":[57],"25010":[58,269],"standard":[59,270],"automated":[63],"manner.":[64],"This":[65,280],"evaluation":[66,220],"oriented":[68],"be":[70,256,305],"model-based,":[71],"with":[72,249],"domain":[73],"specification":[74],"log":[76],"data":[77],"as":[78,88,103,258],"input,":[79],"while":[80],"metrics":[82,102,173],"representations":[84],"users\u2019":[86],"behavior":[87],"output.":[89],"In":[90],"process,":[92],"we":[93],"use":[94],"probabilistic":[95],"models":[96,150,273],"discover":[98],"patterns,":[100],"heuristic":[101],"QinU":[104,132,219,228,264],"estimation,":[105],"clustering":[106],"techniques":[107],"obtain":[109],"profiles":[111],"QinU,":[115],"feature":[117],"selection":[118],"identify":[120],"relevant":[121],"factors":[122],"context.":[124],"We":[125,180,212],"propose":[126],"a":[127,147,157,168,200,209,245,259,308],"framework":[128],"assessing":[130],"called":[137],"Framework":[138],"Assessing":[140],"Quality-in-use":[141],"Software":[143],"(FAQuiS).":[144],"FAQuiS":[145,254],"includes":[146],"set":[148,169],"represent":[152],"all":[153],"dimensions":[154],"context,":[156],"methodology":[158],"apply":[160],"analysis":[163],"any":[165],"system,":[166],"tools":[171],"support":[175,217],"automate":[177],"process.":[179,311],"seek":[181],"test":[183],"impact":[185],"ease":[187],"integration":[189,235],"industry":[192],"framework.":[195],"A":[196],"case":[197],"study":[198],"company":[201],"allows":[202],"us":[203],"validate":[205],"applicability":[207],"real":[210],"environment.":[211],"analyze":[213],"mechanisms":[215],"that":[216],"systems,":[223],"feasibility":[225],"quantification,":[229],"suitability":[232],"companies.":[237],"Compared":[238],"previous":[240],"works,":[241],"our":[242],"proposal":[243],"offers":[244],"novel":[246],"data-driven":[247],"approach":[248],"general-purpose":[250],"industrial":[252],"viability.":[253],"can":[255,290],"used":[257],"solution":[260,281],"assess":[262],"based":[265],"on":[266],"ISO":[268],"behaviors":[276],"different":[278],"contexts.":[279],"analyzes":[282],"changes":[285],"interaction,":[289],"quantify":[291],"loss":[294],"contexts,":[297],"does":[299],"not":[300],"require":[301],"big":[302],"efforts":[303],"integrated":[306],"into":[307],"development":[310]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4}],"updated_date":"2026-06-19T15:47:20.252518","created_date":"2022-02-08T00:00:00"}