{"id":"https://openalex.org/W7117465899","doi":"https://doi.org/10.1145/3714394.3756239","title":"Design and Challenges of Mental Health Assessment Tools Based on Natural Language Interaction","display_name":"Design and Challenges of Mental Health Assessment Tools Based on Natural Language Interaction","publication_year":2025,"publication_date":"2025-10-12","ids":{"openalex":"https://openalex.org/W7117465899","doi":"https://doi.org/10.1145/3714394.3756239"},"language":null,"primary_location":{"id":"doi:10.1145/3714394.3756239","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3714394.3756239","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3714394.3756239?download=true","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion of the 2025 ACM International Joint Conference on Pervasive and Ubiquitous Computing","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3714394.3756239?download=true","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101268083","display_name":"Yixue Cai","orcid":null},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yixue Cai","raw_affiliation_strings":["College of Software, Nankai University, Tianjin, China"],"raw_orcid":"https://orcid.org/0009-0008-4913-4444","affiliations":[{"raw_affiliation_string":"College of Software, Nankai University, Tianjin, China","institution_ids":["https://openalex.org/I205237279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121509781","display_name":"Xiyan Su","orcid":null},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiyan Su","raw_affiliation_strings":["College of Software, Nankai University, Tianjin, China"],"raw_orcid":"https://orcid.org/0009-0009-4196-8150","affiliations":[{"raw_affiliation_string":"College of Software, Nankai University, Tianjin, China","institution_ids":["https://openalex.org/I205237279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051995959","display_name":"Dongpeng Yao","orcid":"https://orcid.org/0000-0002-8201-825X"},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dongpeng Yao","raw_affiliation_strings":["Nankai University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0002-8201-825X","affiliations":[{"raw_affiliation_string":"Nankai University, Tianjin, China","institution_ids":["https://openalex.org/I205237279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101390868","display_name":"Rongduo Han","orcid":"https://orcid.org/0009-0007-5157-4660"},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rongduo Han","raw_affiliation_strings":["College of Software, Nankai University, Tianjin, China"],"raw_orcid":"https://orcid.org/0009-0007-5157-4660","affiliations":[{"raw_affiliation_string":"College of Software, Nankai University, Tianjin, China","institution_ids":["https://openalex.org/I205237279"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Nan Gao","orcid":"https://orcid.org/0000-0002-9694-2689"},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Nan Gao","raw_affiliation_strings":["College of Software, Nankai University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0002-9694-2689","affiliations":[{"raw_affiliation_string":"College of Software, Nankai University, Tianjin, China","institution_ids":["https://openalex.org/I205237279"]}]},{"author_position":"last","author":{"id":null,"display_name":"Haining Zhang","orcid":"https://orcid.org/0009-0007-1320-3981"},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haining Zhang","raw_affiliation_strings":["College of Software, Nankai University, Tianjin, China"],"raw_orcid":"https://orcid.org/0009-0007-1320-3981","affiliations":[{"raw_affiliation_string":"College of Software, Nankai University, Tianjin, China","institution_ids":["https://openalex.org/I205237279"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I205237279"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1183","last_page":"1189"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11519","display_name":"Digital Mental Health Interventions","score":0.7942000031471252,"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"}},"topics":[{"id":"https://openalex.org/T11519","display_name":"Digital Mental Health Interventions","score":0.7942000031471252,"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/T12488","display_name":"Mental Health via Writing","score":0.16120000183582306,"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/T10667","display_name":"Emotion and Mood Recognition","score":0.008700000122189522,"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/mental-health","display_name":"Mental health","score":0.7967000007629395},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.42419999837875366},{"id":"https://openalex.org/keywords/natural-language","display_name":"Natural language","score":0.3610000014305115},{"id":"https://openalex.org/keywords/recall","display_name":"Recall","score":0.33880001306533813},{"id":"https://openalex.org/keywords/empirical-research","display_name":"Empirical research","score":0.3147999942302704},{"id":"https://openalex.org/keywords/grounded-theory","display_name":"Grounded theory","score":0.2892000079154968},{"id":"https://openalex.org/keywords/natural","display_name":"Natural (archaeology)","score":0.2800999879837036}],"concepts":[{"id":"https://openalex.org/C134362201","wikidata":"https://www.wikidata.org/wiki/Q317309","display_name":"Mental health","level":2,"score":0.7967000007629395},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.538100004196167},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.5187000036239624},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.42419999837875366},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.3610000014305115},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.33880001306533813},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3382999897003174},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.3147999942302704},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3057999908924103},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3025999963283539},{"id":"https://openalex.org/C156325361","wikidata":"https://www.wikidata.org/wiki/Q1152864","display_name":"Grounded theory","level":3,"score":0.2892000079154968},{"id":"https://openalex.org/C2776608160","wikidata":"https://www.wikidata.org/wiki/Q4785462","display_name":"Natural (archaeology)","level":2,"score":0.2800999879837036},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.2773999869823456},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.27549999952316284},{"id":"https://openalex.org/C166735990","wikidata":"https://www.wikidata.org/wiki/Q1750812","display_name":"Human factors and ergonomics","level":3,"score":0.26600000262260437},{"id":"https://openalex.org/C2982912361","wikidata":"https://www.wikidata.org/wiki/Q1851867","display_name":"Mental model","level":2,"score":0.2581000030040741},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.25619998574256897},{"id":"https://openalex.org/C3017944768","wikidata":"https://www.wikidata.org/wiki/Q1450463","display_name":"Poison control","level":2,"score":0.25459998846054077},{"id":"https://openalex.org/C2779318504","wikidata":"https://www.wikidata.org/wiki/Q1438035","display_name":"Research design","level":2,"score":0.25209999084472656}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3714394.3756239","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3714394.3756239","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3714394.3756239?download=true","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion of the 2025 ACM International Joint Conference on Pervasive and Ubiquitous Computing","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3714394.3756239","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3714394.3756239","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3714394.3756239?download=true","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion of the 2025 ACM International Joint Conference on Pervasive and Ubiquitous Computing","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.5976367592811584,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G467509408","display_name":null,"funder_award_id":"62302252","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7117465899.pdf","grobid_xml":"https://content.openalex.org/works/W7117465899.grobid-xml"},"referenced_works_count":14,"referenced_works":["https://openalex.org/W2039031214","https://openalex.org/W2060123462","https://openalex.org/W2163672276","https://openalex.org/W2775819279","https://openalex.org/W3007934595","https://openalex.org/W3085547322","https://openalex.org/W3201014845","https://openalex.org/W4284887004","https://openalex.org/W4284889556","https://openalex.org/W4365999090","https://openalex.org/W4391808470","https://openalex.org/W4401490995","https://openalex.org/W4405445940","https://openalex.org/W4414566851"],"related_works":[],"abstract_inverted_index":{"Mental":[0],"health":[1,58,76,101,112,161,176],"assessments":[2],"are":[3],"of":[4,25,73,138,170],"central":[5],"importance":[6],"to":[7],"individuals'":[8],"well-being.":[9],"Conventional":[10],"assessment":[11,77],"methodologies":[12,27],"predominantly":[13],"depend":[14],"on":[15,80],"clinical":[16],"interviews":[17,108],"and":[18,38,45,67,103,116,150,168],"standardised":[19],"self-report":[20],"questionnaires.":[21],"Nevertheless,":[22],"the":[23,64,71,136,166],"efficacy":[24],"these":[26],"is":[28],"frequently":[29],"impeded":[30],"by":[31,164],"factors":[32],"such":[33],"as":[34],"subjectivity,":[35],"recall":[36],"bias,":[37,149],"accessibility":[39],"issues.":[40],"Furthermore,":[41],"concerns":[42],"regarding":[43],"bias":[44],"privacy":[46,146],"may":[47],"result":[48],"in":[49,51,56,70,174],"misreporting":[50],"data":[52,140],"collected":[53],"through":[54,106],"self-reporting":[55],"mental":[57,75,100,111,160,175],"research.":[59],"The":[60,119],"present":[61],"study":[62,154],"examined":[63],"design":[65,123],"opportunities":[66],"challenges":[68],"inherent":[69],"development":[72],"a":[74],"tool":[78],"based":[79],"natural":[81,171],"language":[82,86,172],"interaction":[83,173],"with":[84,109],"large":[85],"models":[87],"(LLMs).":[88],"An":[89],"interactive":[90],"prototype":[91],"system":[92],"was":[93,104],"developed":[94],"using":[95],"conversational":[96],"AI":[97],"for":[98,125,159],"non-invasive":[99],"assessment,":[102],"evaluated":[105],"semi-structured":[107],"11":[110],"professionals":[113],"(six":[114],"counsellors":[115],"five":[117],"psychiatrists).":[118],"analysis":[120],"identified":[121],"key":[122],"considerations":[124],"future":[126],"development,":[127],"highlighting":[128],"how":[129],"AI-driven":[130],"adaptive":[131],"questioning":[132],"could":[133],"potentially":[134],"enhance":[135],"reliability":[137],"self-reported":[139],"while":[141],"identifying":[142],"critical":[143],"challenges,":[144],"including":[145],"protection,":[147],"algorithmic":[148],"cross-cultural":[151],"applicability.":[152],"This":[153],"provides":[155],"an":[156],"empirical":[157],"foundation":[158],"technology":[162],"innovation":[163],"demonstrating":[165],"potential":[167],"limitations":[169],"assessment.":[177]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-12-29T00:00:00"}
