{"id":"https://openalex.org/W4402721818","doi":"https://doi.org/10.1145/3675094.3678427","title":"Counterfactual Explanations in Personal Informatics for Personalized Mental Health Management","display_name":"Counterfactual Explanations in Personal Informatics for Personalized Mental Health Management","publication_year":2024,"publication_date":"2024-09-22","ids":{"openalex":"https://openalex.org/W4402721818","doi":"https://doi.org/10.1145/3675094.3678427"},"language":"en","primary_location":{"id":"doi:10.1145/3675094.3678427","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3675094.3678427","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion of the 2024 on ACM International Joint Conference on Pervasive and Ubiquitous Computing","raw_type":"proceedings-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/A5068424810","display_name":"Gyuwon Jung","orcid":"https://orcid.org/0000-0001-5367-2386"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Gyuwon Jung","raw_affiliation_strings":["School of Computing, KAIST, Daejeon, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0001-5367-2386","affiliations":[{"raw_affiliation_string":"School of Computing, KAIST, Daejeon, Republic of Korea","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058987035","display_name":"Uichin Lee","orcid":"https://orcid.org/0000-0002-1888-1569"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Uichin Lee","raw_affiliation_strings":["School of Computing, KAIST, Daejeon, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0002-1888-1569","affiliations":[{"raw_affiliation_string":"School of Computing, KAIST, Daejeon, Republic of Korea","institution_ids":["https://openalex.org/I157485424"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5068424810"],"corresponding_institution_ids":["https://openalex.org/I157485424"],"apc_list":null,"apc_paid":null,"fwci":0.6865,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.70421836,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"756","last_page":"760"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10803","display_name":"Innovative Human-Technology Interaction","score":0.9973000288009644,"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":0.9973000288009644,"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/T11977","display_name":"Technology Use by Older Adults","score":0.9945999979972839,"subfield":{"id":"https://openalex.org/subfields/3317","display_name":"Demography"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12607","display_name":"Personal Information Management and User Behavior","score":0.9944999814033508,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"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/counterfactual-thinking","display_name":"Counterfactual thinking","score":0.8525781631469727},{"id":"https://openalex.org/keywords/informatics","display_name":"Informatics","score":0.7009867429733276},{"id":"https://openalex.org/keywords/mental-health","display_name":"Mental health","score":0.578586995601654},{"id":"https://openalex.org/keywords/health-informatics","display_name":"Health informatics","score":0.5455690026283264},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5385301113128662},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.33426952362060547},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3303110599517822},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.21613189578056335},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.16902831196784973},{"id":"https://openalex.org/keywords/nursing","display_name":"Nursing","score":0.13885292410850525},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.10036087036132812},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09547895193099976}],"concepts":[{"id":"https://openalex.org/C108650721","wikidata":"https://www.wikidata.org/wiki/Q1783253","display_name":"Counterfactual thinking","level":2,"score":0.8525781631469727},{"id":"https://openalex.org/C191630685","wikidata":"https://www.wikidata.org/wiki/Q4027615","display_name":"Informatics","level":2,"score":0.7009867429733276},{"id":"https://openalex.org/C134362201","wikidata":"https://www.wikidata.org/wiki/Q317309","display_name":"Mental health","level":2,"score":0.578586995601654},{"id":"https://openalex.org/C145642194","wikidata":"https://www.wikidata.org/wiki/Q870895","display_name":"Health informatics","level":3,"score":0.5455690026283264},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5385301113128662},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.33426952362060547},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3303110599517822},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.21613189578056335},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.16902831196784973},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.13885292410850525},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.10036087036132812},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09547895193099976},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C138816342","wikidata":"https://www.wikidata.org/wiki/Q189603","display_name":"Public health","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3675094.3678427","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3675094.3678427","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion of the 2024 on ACM International Joint Conference on Pervasive and Ubiquitous Computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3450577332","display_name":null,"funder_award_id":"2021M3A9E4080780, H1001-24-1002","funder_id":"https://openalex.org/F4320323817","funder_display_name":"Universitas Brawijaya"}],"funders":[{"id":"https://openalex.org/F4320323817","display_name":"Universitas Brawijaya","ror":"https://ror.org/01wk3d929"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1983122581","https://openalex.org/W2010875089","https://openalex.org/W2032512569","https://openalex.org/W2121557515","https://openalex.org/W2143512323","https://openalex.org/W2144279833","https://openalex.org/W2520441859","https://openalex.org/W2610811975","https://openalex.org/W2728794304","https://openalex.org/W2758953274","https://openalex.org/W2891340972","https://openalex.org/W2945295328","https://openalex.org/W2966362896","https://openalex.org/W2973319951","https://openalex.org/W3030959706","https://openalex.org/W3101038122","https://openalex.org/W3103795814","https://openalex.org/W3104149808","https://openalex.org/W4223964620","https://openalex.org/W4388667059","https://openalex.org/W4390905961","https://openalex.org/W4391843687","https://openalex.org/W4396833589"],"related_works":["https://openalex.org/W2397677514","https://openalex.org/W2914293784","https://openalex.org/W2407382301","https://openalex.org/W1495820741","https://openalex.org/W4323056170","https://openalex.org/W2126732312","https://openalex.org/W2401910071","https://openalex.org/W2189429352","https://openalex.org/W4302329558","https://openalex.org/W1971571384"],"abstract_inverted_index":{"Personal":[0],"informatics":[1,98],"has":[2],"been":[3],"widely":[4],"used":[5],"to":[6,28],"support":[7],"users'":[8],"mental":[9,34],"health":[10,17,35],"management":[11],"by":[12],"identifying":[13],"factors":[14],"associated":[15],"with":[16],"indicators":[18],"from":[19,68],"mobile":[20,58],"data.":[21,59],"However,":[22],"it":[23],"remains":[24],"challenging":[25],"for":[26,33,53,82,91],"users":[27],"develop":[29],"data-driven":[30],"coping":[31],"strategies":[32],"issues,":[36],"especially":[37],"when":[38],"targeting":[39],"specific":[40],"situations":[41],"involving":[42],"multiple":[43],"factors.":[44],"To":[45],"address":[46],"this,":[47],"we":[48,87],"suggest":[49],"an":[50,69],"analysis":[51],"pipeline":[52,65,95],"investigating":[54],"counterfactual":[55],"scenarios":[56],"using":[57],"We":[60],"also":[61],"show":[62],"how":[63],"the":[64,73,93],"generates":[66],"counterfactuals":[67],"open":[70],"dataset,":[71],"illustrating":[72],"feasibility":[74],"of":[75],"this":[76],"approach":[77],"in":[78],"providing":[79],"practical":[80],"guidelines":[81],"each":[83],"unique":[84],"situation.":[85],"Moreover,":[86],"discuss":[88],"several":[89],"considerations":[90],"integrating":[92],"proposed":[94],"into":[96],"personal":[97],"systems.":[99]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}
