{"id":"https://openalex.org/W3042933936","doi":"https://doi.org/10.1145/3386392.3399291","title":"Simulation Environment for Guiding the Design of Contextual Personalization Systems in the Context of Hearing Aids","display_name":"Simulation Environment for Guiding the Design of Contextual Personalization Systems in the Context of Hearing Aids","publication_year":2020,"publication_date":"2020-07-13","ids":{"openalex":"https://openalex.org/W3042933936","doi":"https://doi.org/10.1145/3386392.3399291","mag":"3042933936"},"language":"en","primary_location":{"id":"doi:10.1145/3386392.3399291","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3386392.3399291","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3386392.3399291","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Adjunct Publication of the 28th ACM Conference on User Modeling, Adaptation and Personalization","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3386392.3399291","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5016894844","display_name":"Maciej Jan Korzepa","orcid":null},"institutions":[{"id":"https://openalex.org/I96673099","display_name":"Technical University of Denmark","ror":"https://ror.org/04qtj9h94","country_code":"DK","type":"education","lineage":["https://openalex.org/I96673099"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Maciej Korzepa","raw_affiliation_strings":["Technical University of Denmark, Kongens Lyngby, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Denmark, Kongens Lyngby, Denmark","institution_ids":["https://openalex.org/I96673099"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041209293","display_name":"Michael Kai Petersen","orcid":"https://orcid.org/0000-0002-2156-9226"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Michael Kai Petersen","raw_affiliation_strings":["Demant, Snekkersten, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Demant, Snekkersten, Denmark","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089509071","display_name":"Jakob Eg Larsen","orcid":"https://orcid.org/0000-0002-7461-9901"},"institutions":[{"id":"https://openalex.org/I96673099","display_name":"Technical University of Denmark","ror":"https://ror.org/04qtj9h94","country_code":"DK","type":"education","lineage":["https://openalex.org/I96673099"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Jakob Eg Larsen","raw_affiliation_strings":["Technical University of Denmark, Kongens Lyngby, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Denmark, Kongens Lyngby, Denmark","institution_ids":["https://openalex.org/I96673099"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059840085","display_name":"Morten M\u00f8rup","orcid":"https://orcid.org/0000-0003-4985-4368"},"institutions":[{"id":"https://openalex.org/I96673099","display_name":"Technical University of Denmark","ror":"https://ror.org/04qtj9h94","country_code":"DK","type":"education","lineage":["https://openalex.org/I96673099"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Morten M\u00f8rup","raw_affiliation_strings":["Technical University of Denmark, Kongens Lyngby, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Denmark, Kongens Lyngby, Denmark","institution_ids":["https://openalex.org/I96673099"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8125,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.79049748,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"293","last_page":"298"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12814","display_name":"Gaussian Processes and Bayesian Inference","score":0.9988999962806702,"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/T12814","display_name":"Gaussian Processes and Bayesian Inference","score":0.9988999962806702,"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/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9699000120162964,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9394999742507935,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/personalization","display_name":"Personalization","score":0.8406805992126465},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8090294599533081},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6833598613739014},{"id":"https://openalex.org/keywords/observability","display_name":"Observability","score":0.6619211435317993},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.645543098449707},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.6173103451728821},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5308701992034912},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.4996647834777832},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.4796591103076935},{"id":"https://openalex.org/keywords/context-model","display_name":"Context model","score":0.4155694842338562},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3201691508293152},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.31536710262298584},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.12229707837104797},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.10847404599189758}],"concepts":[{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.8406805992126465},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8090294599533081},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6833598613739014},{"id":"https://openalex.org/C36299963","wikidata":"https://www.wikidata.org/wiki/Q1369844","display_name":"Observability","level":2,"score":0.6619211435317993},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.645543098449707},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.6173103451728821},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5308701992034912},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.4996647834777832},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.4796591103076935},{"id":"https://openalex.org/C183322885","wikidata":"https://www.wikidata.org/wiki/Q17007702","display_name":"Context model","level":3,"score":0.4155694842338562},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3201691508293152},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31536710262298584},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.12229707837104797},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.10847404599189758},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.0},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","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/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3386392.3399291","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3386392.3399291","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3386392.3399291","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Adjunct Publication of the 28th ACM Conference on User Modeling, Adaptation and Personalization","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.atira.dk:publications/ca34ebb9-5358-4353-b932-c38095a9001a","is_oa":true,"landing_page_url":"https://orbit.dtu.dk/en/publications/ca34ebb9-5358-4353-b932-c38095a9001a","pdf_url":null,"source":{"id":"https://openalex.org/S4306400705","display_name":"Technical University of Denmark, DTU Orbit (Technical University of Denmark, DTU)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I96673099","host_organization_name":"Technical University of Denmark","host_organization_lineage":["https://openalex.org/I96673099"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Korzepa , M , Petersen , M K , Larsen , J E &amp; M\u00f8rup , M 2020 , Simulation Environment for Guiding the Design of Contextual Personalization Systems in the Context of Hearing Aids . in Adjunct Publication of the 28 th ACM Conference on User Modeling, Adaptation and Personalization . Association for Computing Machinery , pp. 293-298 , 28th ACM International Conference on User Modeling, Adaptation, and Personalization , Genoa , Italy , 14/07/2020 . https://doi.org/10.1145/3386392.3399291","raw_type":"contributionToPeriodical"}],"best_oa_location":{"id":"doi:10.1145/3386392.3399291","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3386392.3399291","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3386392.3399291","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Adjunct Publication of the 28th ACM Conference on User Modeling, Adaptation and Personalization","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3042933936.pdf","grobid_xml":"https://content.openalex.org/works/W3042933936.grobid-xml"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W1746819321","https://openalex.org/W1981725666","https://openalex.org/W2042887543","https://openalex.org/W2135382611","https://openalex.org/W2150775571","https://openalex.org/W2253887218","https://openalex.org/W2528997595","https://openalex.org/W2769936162","https://openalex.org/W2787324996","https://openalex.org/W2794905214","https://openalex.org/W2850664161","https://openalex.org/W2898933270","https://openalex.org/W2965548755","https://openalex.org/W2972561734","https://openalex.org/W2982511894","https://openalex.org/W2992252352","https://openalex.org/W4211049957"],"related_works":["https://openalex.org/W2046459260","https://openalex.org/W2967463586","https://openalex.org/W2074679142","https://openalex.org/W2765830098","https://openalex.org/W1971989957","https://openalex.org/W2517338020","https://openalex.org/W3157641275","https://openalex.org/W4312300846","https://openalex.org/W1657011257","https://openalex.org/W3217245098"],"abstract_inverted_index":{"Adjusting":[0],"the":[1,12,26,46,75,84,116,141],"settings":[2],"of":[3,15,22,48,78,86,155],"hearing":[4,87,94],"aids":[5],"in":[6,29,57,83,118],"a":[7,39,54,68,119,124],"clinic":[8],"is":[9],"challenging":[10],"as":[11],"measured":[13],"thresholds":[14],"audibility":[16],"do":[17],"not":[18],"reflect":[19],"many":[20],"aspects":[21],"cognitive":[23],"perception":[24],"or":[25],"resulting":[27],"differences":[28],"auditory":[30],"preferences":[31],"across":[32],"different":[33],"contexts.":[34],"Online":[35],"personalization":[36,81],"systems":[37,82],"have":[38],"potential":[40],"to":[41,71,92,105],"solve":[42],"this":[43,64],"problem,":[44],"yet":[45],"lack":[47],"contextual":[49,80],"user":[50,138],"preference":[51,108],"data":[52],"constitutes":[53],"major":[55],"obstacle":[56],"designing":[58],"and":[59,73,97,102],"implementing":[60],"them.":[61],"To":[62],"address":[63],"challenge,":[65],"we":[66,127],"propose":[67,103],"simulation-based":[69],"framework":[70],"inform":[72],"accelerate":[74],"development":[76,154],"process":[77],"online":[79,158],"context":[85,98],"aids.":[88],"We":[89,144],"discuss":[90],"how":[91,104,129],"model":[93],"aid":[95],"users":[96],"allowing":[99],"partial":[100],"observability,":[101],"generate":[106],"plausible":[107],"models":[109],"using":[110],"Gaussian":[111],"Processes":[112],"incorporating":[113],"assumptions":[114],"about":[115],"environment":[117],"controlled":[120],"way.":[121],"Finally,":[122],"on":[123],"simple":[125],"example":[126],"demonstrate":[128],"an":[130],"uncertainty-driven":[131],"agent":[132],"can":[133],"efficiently":[134],"learn":[135],"from":[136],"noisy":[137],"responses":[139],"within":[140],"proposed":[142],"framework.":[143],"believe":[145],"that":[146],"such":[147],"simulated":[148],"environments":[149],"are":[150],"vital":[151],"for":[152],"successful":[153],"complex":[156],"context-aware":[157],"recommender":[159],"systems.":[160]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
