{"id":"https://openalex.org/W4387482475","doi":"https://doi.org/10.1007/978-981-99-7108-4_5","title":"A Question and Answering System for Mental Health of the Elderly Based on BiLSTM-CRF Model and Knowledge Graph","display_name":"A Question and Answering System for Mental Health of the Elderly Based on BiLSTM-CRF Model and Knowledge Graph","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4387482475","doi":"https://doi.org/10.1007/978-981-99-7108-4_5"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-99-7108-4_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-99-7108-4_5","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://research.vu.nl/en/publications/97cba5cd-c5f5-4b4b-823f-63ec33b32110","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102601552","display_name":"Beijia He","orcid":null},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Beijia He","raw_affiliation_strings":["Faculty of Information Technology, Beijing University of Technology, Beijing, 100124, China"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Beijing University of Technology, Beijing, 100124, China","institution_ids":["https://openalex.org/I37796252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036375505","display_name":"Shaofu Lin","orcid":"https://orcid.org/0000-0002-3653-6531"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shaofu Lin","raw_affiliation_strings":["Faculty of Information Technology, Beijing University of Technology, Beijing, 100124, China"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Beijing University of Technology, Beijing, 100124, China","institution_ids":["https://openalex.org/I37796252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101447313","display_name":"Zhisheng Huang","orcid":"https://orcid.org/0000-0003-3794-9829"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]},{"id":"https://openalex.org/I865915315","display_name":"Vrije Universiteit Amsterdam","ror":"https://ror.org/008xxew50","country_code":"NL","type":"education","lineage":["https://openalex.org/I865915315"]}],"countries":["CN","NL"],"is_corresponding":false,"raw_author_name":"Zhisheng Huang","raw_affiliation_strings":["Clinical Research Center for Mental Disorders, Shanghai Pudong New Area Mental Health Center, Tongji University School of Medicine, Shanghai, China","Deep Blue Technology Group, Shanghai, China","Department of Computer Science, Vrije University Amsterdam, Amsterdam, Netherlands","Vrije University, Amsterdam, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Clinical Research Center for Mental Disorders, Shanghai Pudong New Area Mental Health Center, Tongji University School of Medicine, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]},{"raw_affiliation_string":"Deep Blue Technology Group, Shanghai, China","institution_ids":[]},{"raw_affiliation_string":"Department of Computer Science, Vrije University Amsterdam, Amsterdam, Netherlands","institution_ids":["https://openalex.org/I865915315"]},{"raw_affiliation_string":"Vrije University, Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I865915315"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111053986","display_name":"Chaogui Guo","orcid":null},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chaogui Guo","raw_affiliation_strings":["Faculty of Information Technology, Beijing University of Technology, Beijing, 100124, China"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Beijing University of Technology, Beijing, 100124, China","institution_ids":["https://openalex.org/I37796252"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5036375505"],"corresponding_institution_ids":["https://openalex.org/I37796252"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.8681,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.88386966,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"50","last_page":"62"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":0.9699000120162964,"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":0.9699000120162964,"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/T10028","display_name":"Topic Modeling","score":0.9696000218391418,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/mental-health","display_name":"Mental health","score":0.663349986076355},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.571514368057251},{"id":"https://openalex.org/keywords/anxiety","display_name":"Anxiety","score":0.5532075762748718},{"id":"https://openalex.org/keywords/intervention","display_name":"Intervention (counseling)","score":0.5199324488639832},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5058664679527283},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.47329798340797424},{"id":"https://openalex.org/keywords/elderly-people","display_name":"Elderly people","score":0.4457229673862457},{"id":"https://openalex.org/keywords/psychological-intervention","display_name":"Psychological intervention","score":0.4210791289806366},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.39414265751838684},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3549172282218933},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3209383189678192},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.29028722643852234},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2590581178665161},{"id":"https://openalex.org/keywords/gerontology","display_name":"Gerontology","score":0.24067193269729614},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.0978688895702362}],"concepts":[{"id":"https://openalex.org/C134362201","wikidata":"https://www.wikidata.org/wiki/Q317309","display_name":"Mental health","level":2,"score":0.663349986076355},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.571514368057251},{"id":"https://openalex.org/C558461103","wikidata":"https://www.wikidata.org/wiki/Q154430","display_name":"Anxiety","level":2,"score":0.5532075762748718},{"id":"https://openalex.org/C2780665704","wikidata":"https://www.wikidata.org/wiki/Q959298","display_name":"Intervention (counseling)","level":2,"score":0.5199324488639832},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5058664679527283},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.47329798340797424},{"id":"https://openalex.org/C3018697994","wikidata":"https://www.wikidata.org/wiki/Q191089","display_name":"Elderly people","level":2,"score":0.4457229673862457},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.4210791289806366},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.39414265751838684},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3549172282218933},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3209383189678192},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.29028722643852234},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2590581178665161},{"id":"https://openalex.org/C74909509","wikidata":"https://www.wikidata.org/wiki/Q10387","display_name":"Gerontology","level":1,"score":0.24067193269729614},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.0978688895702362},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-981-99-7108-4_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-99-7108-4_5","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:research.vu.nl:publications/97cba5cd-c5f5-4b4b-823f-63ec33b32110","is_oa":true,"landing_page_url":"https://research.vu.nl/en/publications/97cba5cd-c5f5-4b4b-823f-63ec33b32110","pdf_url":null,"source":{"id":"https://openalex.org/S4306401107","display_name":"VU Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I865915315","host_organization_name":"Vrije Universiteit Amsterdam","host_organization_lineage":["https://openalex.org/I865915315"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"He, B, Lin, S, Huang, Z & Guo, C 2023, A Question and Answering System for Mental Health of the Elderly Based on BiLSTM-CRF Model and Knowledge Graph. in Y Li, Z Huang, M Sharma, L Chen & R Zhou (eds), Health Information Science : 12th International Conference, HIS 2023, Melbourne, VIC, Australia, October 23\u201324, 2023, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 14305 LNCS, Springer Science and Business Media Deutschland GmbH, pp. 50-62, 12th International Conference on Health Information Science, HIS 2023, Melbourne, Australia, 23/10/23. https://doi.org/10.1007/978-981-99-7108-4_5","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:research.vu.nl:openaire_cris_publications/97cba5cd-c5f5-4b4b-823f-63ec33b32110","is_oa":true,"landing_page_url":"https://hdl.handle.net/1871.1/97cba5cd-c5f5-4b4b-823f-63ec33b32110","pdf_url":null,"source":{"id":"https://openalex.org/S4306401107","display_name":"VU Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I865915315","host_organization_name":"Vrije Universiteit Amsterdam","host_organization_lineage":["https://openalex.org/I865915315"],"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":"He, B, Lin, S, Huang, Z & Guo, C 2023, A Question and Answering System for Mental Health of the Elderly Based on BiLSTM-CRF Model and Knowledge Graph. in Y Li, Z Huang, M Sharma, L Chen & R Zhou (eds), Health Information Science : 12th International Conference, HIS 2023, Melbourne, VIC, Australia, October 23\u201324, 2023, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 14305 LNCS, Springer Science and Business Media Deutschland GmbH, pp. 50-62, 12th International Conference on Health Information Science, HIS 2023, Melbourne, Australia, 23/10/23. https://doi.org/10.1007/978-981-99-7108-4_5","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"pmh:oai:research.vu.nl:publications/97cba5cd-c5f5-4b4b-823f-63ec33b32110","is_oa":true,"landing_page_url":"https://research.vu.nl/en/publications/97cba5cd-c5f5-4b4b-823f-63ec33b32110","pdf_url":null,"source":{"id":"https://openalex.org/S4306401107","display_name":"VU Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I865915315","host_organization_name":"Vrije Universiteit Amsterdam","host_organization_lineage":["https://openalex.org/I865915315"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"He, B, Lin, S, Huang, Z & Guo, C 2023, A Question and Answering System for Mental Health of the Elderly Based on BiLSTM-CRF Model and Knowledge Graph. in Y Li, Z Huang, M Sharma, L Chen & R Zhou (eds), Health Information Science : 12th International Conference, HIS 2023, Melbourne, VIC, Australia, October 23\u201324, 2023, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 14305 LNCS, Springer Science and Business Media Deutschland GmbH, pp. 50-62, 12th International Conference on Health Information Science, HIS 2023, Melbourne, Australia, 23/10/23. https://doi.org/10.1007/978-981-99-7108-4_5","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2804057010","https://openalex.org/W3027256250","https://openalex.org/W3095079304","https://openalex.org/W3111914103","https://openalex.org/W3122438992","https://openalex.org/W3134928069","https://openalex.org/W3136665819","https://openalex.org/W3170936934","https://openalex.org/W3200313498","https://openalex.org/W3215367849","https://openalex.org/W4200342246","https://openalex.org/W4206589730","https://openalex.org/W4206694509","https://openalex.org/W4285283965"],"related_works":["https://openalex.org/W1972035260","https://openalex.org/W2358430072","https://openalex.org/W1985838049","https://openalex.org/W2013157839","https://openalex.org/W2111463896","https://openalex.org/W4210836443","https://openalex.org/W1972101794","https://openalex.org/W3139055845","https://openalex.org/W2131169738","https://openalex.org/W1551113066"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-01-25T23:04:38.658462","created_date":"2025-10-10T00:00:00"}