{"id":"https://openalex.org/W4415969817","doi":"https://doi.org/10.23919/icmu65253.2025.11219137","title":"Context-Aware Positive Text Reframing Using Pretrained Language Models for Mobile and Ubiquitous Applications","display_name":"Context-Aware Positive Text Reframing Using Pretrained Language Models for Mobile and Ubiquitous Applications","publication_year":2025,"publication_date":"2025-09-10","ids":{"openalex":"https://openalex.org/W4415969817","doi":"https://doi.org/10.23919/icmu65253.2025.11219137"},"language":null,"primary_location":{"id":"doi:10.23919/icmu65253.2025.11219137","is_oa":false,"landing_page_url":"https://doi.org/10.23919/icmu65253.2025.11219137","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 Fifteenth International Conference on Mobile Computing and Ubiquitous Networking (ICMU)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5071453359","display_name":"Kentaro Go","orcid":"https://orcid.org/0000-0003-3451-7924"},"institutions":[{"id":"https://openalex.org/I66906201","display_name":"University of Yamanashi","ror":"https://ror.org/059x21724","country_code":"JP","type":"education","lineage":["https://openalex.org/I66906201"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kentaro Go","raw_affiliation_strings":["Interdisciplinary Graduate School, University of Yamanashi,Kofu,Japan"],"raw_orcid":"https://orcid.org/0000-0003-3451-7924","affiliations":[{"raw_affiliation_string":"Interdisciplinary Graduate School, University of Yamanashi,Kofu,Japan","institution_ids":["https://openalex.org/I66906201"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079605672","display_name":"Fumiyo Fukumoto","orcid":"https://orcid.org/0000-0001-7858-6206"},"institutions":[{"id":"https://openalex.org/I66906201","display_name":"University of Yamanashi","ror":"https://ror.org/059x21724","country_code":"JP","type":"education","lineage":["https://openalex.org/I66906201"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Fumiyo Fukumoto","raw_affiliation_strings":["Interdisciplinary Graduate School, University of Yamanashi,Kofu,Japan"],"raw_orcid":"https://orcid.org/0000-0001-7858-6206","affiliations":[{"raw_affiliation_string":"Interdisciplinary Graduate School, University of Yamanashi,Kofu,Japan","institution_ids":["https://openalex.org/I66906201"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067208985","display_name":"Jiyi Li","orcid":"https://orcid.org/0000-0003-4997-3850"},"institutions":[{"id":"https://openalex.org/I205349734","display_name":"Hokkaido University","ror":"https://ror.org/02e16g702","country_code":"JP","type":"education","lineage":["https://openalex.org/I205349734"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Jiyi Li","raw_affiliation_strings":["Graduate School of Information Science and Technology, Hokkaido University,Sapporo,Japan"],"raw_orcid":"https://orcid.org/0000-0003-4997-3850","affiliations":[{"raw_affiliation_string":"Graduate School of Information Science and Technology, Hokkaido University,Sapporo,Japan","institution_ids":["https://openalex.org/I205349734"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067050647","display_name":"Yuichiro Kinoshita","orcid":"https://orcid.org/0000-0002-2206-8976"},"institutions":[{"id":"https://openalex.org/I171481255","display_name":"Shibaura Institute of Technology","ror":"https://ror.org/020wjcq07","country_code":"JP","type":"education","lineage":["https://openalex.org/I171481255"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yuichiro Kinoshita","raw_affiliation_strings":["College of Engineering, Shibaura Institute of Technology,Tokyo,Japan"],"raw_orcid":"https://orcid.org/0000-0002-2206-8976","affiliations":[{"raw_affiliation_string":"College of Engineering, Shibaura Institute of Technology,Tokyo,Japan","institution_ids":["https://openalex.org/I171481255"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":0.6596999764442444,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":0.6596999764442444,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11519","display_name":"Digital Mental Health Interventions","score":0.27900001406669617,"subfield":{"id":"https://openalex.org/subfields/3202","display_name":"Applied Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.01940000057220459,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cognitive-reframing","display_name":"Cognitive reframing","score":0.7567999958992004},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.5983999967575073},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.5011000037193298},{"id":"https://openalex.org/keywords/coherence","display_name":"Coherence (philosophical gambling strategy)","score":0.44600000977516174},{"id":"https://openalex.org/keywords/mobile-computing","display_name":"Mobile computing","score":0.4196999967098236},{"id":"https://openalex.org/keywords/constructive","display_name":"Constructive","score":0.39410001039505005},{"id":"https://openalex.org/keywords/ubiquitous-computing","display_name":"Ubiquitous computing","score":0.37059998512268066},{"id":"https://openalex.org/keywords/language-model","display_name":"Language model","score":0.34860000014305115}],"concepts":[{"id":"https://openalex.org/C187029079","wikidata":"https://www.wikidata.org/wiki/Q958679","display_name":"Cognitive reframing","level":2,"score":0.7567999958992004},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7494999766349792},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.5983999967575073},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.5011000037193298},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4964999854564667},{"id":"https://openalex.org/C2781181686","wikidata":"https://www.wikidata.org/wiki/Q4226068","display_name":"Coherence (philosophical gambling strategy)","level":2,"score":0.44600000977516174},{"id":"https://openalex.org/C144543869","wikidata":"https://www.wikidata.org/wiki/Q2738570","display_name":"Mobile computing","level":2,"score":0.4196999967098236},{"id":"https://openalex.org/C2778701210","wikidata":"https://www.wikidata.org/wiki/Q28130034","display_name":"Constructive","level":3,"score":0.39410001039505005},{"id":"https://openalex.org/C172195944","wikidata":"https://www.wikidata.org/wiki/Q541265","display_name":"Ubiquitous computing","level":2,"score":0.37059998512268066},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.34860000014305115},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3433000147342682},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34279999136924744},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.3278000056743622},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3260999917984009},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.321399986743927},{"id":"https://openalex.org/C115121344","wikidata":"https://www.wikidata.org/wiki/Q6887140","display_name":"Mobile interaction","level":3,"score":0.31369999051094055},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.311599999666214},{"id":"https://openalex.org/C2982912361","wikidata":"https://www.wikidata.org/wiki/Q1851867","display_name":"Mental model","level":2,"score":0.305400013923645},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.3034000098705292},{"id":"https://openalex.org/C95491727","wikidata":"https://www.wikidata.org/wiki/Q992968","display_name":"Mobile telephony","level":3,"score":0.27720001339912415},{"id":"https://openalex.org/C100609095","wikidata":"https://www.wikidata.org/wiki/Q1335050","display_name":"Embodied cognition","level":2,"score":0.2727999985218048},{"id":"https://openalex.org/C150303390","wikidata":"https://www.wikidata.org/wiki/Q1983852","display_name":"Virtual actor","level":3,"score":0.25189998745918274}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/icmu65253.2025.11219137","is_oa":false,"landing_page_url":"https://doi.org/10.23919/icmu65253.2025.11219137","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 Fifteenth International Conference on Mobile Computing and Ubiquitous Networking (ICMU)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W2101105183","https://openalex.org/W2936613176","https://openalex.org/W3162410891","https://openalex.org/W4295916056","https://openalex.org/W4383617227"],"related_works":[],"abstract_inverted_index":{"In":[0,23],"ubiquitous":[1,144],"computing":[2,140],"environments":[3],"such":[4,110],"as":[5],"mobile":[6,113,122,142],"health":[7,124],"applications":[8],"and":[9,28,42,55,77,81,85,97,125,143],"wearable":[10],"sensing":[11],"systems,":[12,116],"languagebased":[13],"interventions":[14],"have":[15],"the":[16,61,132],"potential":[17,133],"to":[18,47],"support":[19,127],"users'":[20],"mental":[21,123],"well-being.":[22],"this":[24],"paper,":[25],"we":[26,69],"propose":[27],"evaluate":[29],"a":[30,71],"contextaware":[31],"positive":[32],"text":[33],"reframing":[34],"approach":[35],"using":[36],"two":[37],"pretrained":[38],"language":[39],"models,":[40],"BART":[41],"T5.":[43],"Our":[44],"method":[45],"aims":[46],"transform":[48],"negative":[49],"user-generated":[50],"messages":[51],"into":[52],"more":[53],"constructive":[54],"emotionally":[56],"supportive":[57],"expressions,":[58],"while":[59,100],"preserving":[60],"original":[62],"semantic":[63],"content.":[64],"To":[65],"explore":[66],"real-world":[67],"applicability,":[68],"constructed":[70],"dataset":[72],"of":[73,134],"paired":[74],"sentences":[75],"with":[76],"without":[78],"contextual":[79],"information,":[80],"conducted":[82],"extensive":[83],"automatic":[84],"human":[86],"evaluations.":[87],"The":[88],"results":[89],"indicate":[90],"that":[91],"context-aware":[92],"generation":[93],"improves":[94],"linguistic":[95],"coherence":[96],"user-perceived":[98],"fluency,":[99],"maintaining":[101],"emotional":[102],"positivity.":[103],"We":[104],"also":[105],"discuss":[106],"implications":[107],"for":[108,138],"deploying":[109],"models":[111,137],"on":[112],"or":[114],"on-device":[115],"enabling":[117],"real-time,":[118],"privacy-conscious":[119],"feedback":[120],"in":[121,141],"communication":[126],"tools.":[128],"This":[129],"work":[130],"highlights":[131],"lightweight":[135],"NLP":[136],"affective":[139],"settings.":[145]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-11-06T00:00:00"}