{"id":"https://openalex.org/W2759476730","doi":"https://doi.org/10.1007/s11036-017-0929-3","title":"emHealth: Towards Emotion Health Through Depression Prediction and Intelligent Health Recommender System","display_name":"emHealth: Towards Emotion Health Through Depression Prediction and Intelligent Health Recommender System","publication_year":2017,"publication_date":"2017-09-29","ids":{"openalex":"https://openalex.org/W2759476730","doi":"https://doi.org/10.1007/s11036-017-0929-3","mag":"2759476730"},"language":"en","primary_location":{"id":"doi:10.1007/s11036-017-0929-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11036-017-0929-3","pdf_url":null,"source":{"id":"https://openalex.org/S192894947","display_name":"Mobile Networks and Applications","issn_l":"1383-469X","issn":["1383-469X","1572-8153"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Mobile Networks and Applications","raw_type":"journal-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/A5056103381","display_name":"Shiqi Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210148362","display_name":"Jingzhou Central Hospital","ror":"https://ror.org/04gnkpp77","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210148362"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shiqi Yang","raw_affiliation_strings":["State Grid, Hubei Jingzhou Power Supply Company, Jingzhou, China"],"affiliations":[{"raw_affiliation_string":"State Grid, Hubei Jingzhou Power Supply Company, Jingzhou, China","institution_ids":["https://openalex.org/I4210148362"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101806224","display_name":"Ping Zhou","orcid":"https://orcid.org/0000-0002-8270-8912"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ping Zhou","raw_affiliation_strings":["School of Computer Science and Technology, Huazhong University of Science and Technology, 1037 Luoyu Road, Wuhan, 430074, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Huazhong University of Science and Technology, 1037 Luoyu Road, Wuhan, 430074, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040585490","display_name":"Kui Duan","orcid":"https://orcid.org/0000-0003-3502-868X"},"institutions":[{"id":"https://openalex.org/I4210157617","display_name":"Huazhong University of Science and Technology Hospital","ror":"https://ror.org/05f9vfg11","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210157617"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Kui Duan","raw_affiliation_strings":["School Hospital, Huazhong University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School Hospital, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I4210157617"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037865550","display_name":"M. Shamim Hossain","orcid":"https://orcid.org/0000-0001-5906-9422"},"institutions":[{"id":"https://openalex.org/I28022161","display_name":"King Saud University","ror":"https://ror.org/02f81g417","country_code":"SA","type":"education","lineage":["https://openalex.org/I28022161"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"M. Shamim Hossain","raw_affiliation_strings":["Department of Software Engineering, College of Computer and Information Sciences, King Saud University, Riyadh, 11543, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Department of Software Engineering, College of Computer and Information Sciences, King Saud University, Riyadh, 11543, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072017302","display_name":"Mohammed F. Alhamid","orcid":"https://orcid.org/0000-0003-1392-1426"},"institutions":[{"id":"https://openalex.org/I28022161","display_name":"King Saud University","ror":"https://ror.org/02f81g417","country_code":"SA","type":"education","lineage":["https://openalex.org/I28022161"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Mohammed F. Alhamid","raw_affiliation_strings":["Department of Software Engineering, College of Computer and Information Sciences, King Saud University, Riyadh, 11543, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Department of Software Engineering, College of Computer and Information Sciences, King Saud University, Riyadh, 11543, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5040585490"],"corresponding_institution_ids":["https://openalex.org/I4210157617"],"apc_list":null,"apc_paid":null,"fwci":4.1075,"has_fulltext":false,"cited_by_count":68,"citation_normalized_percentile":{"value":0.94663702,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"23","issue":"2","first_page":"216","last_page":"226"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11519","display_name":"Digital Mental Health Interventions","score":0.9904000163078308,"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":0.9904000163078308,"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/T13283","display_name":"Mental Health Research Topics","score":0.9901999831199646,"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"}},{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":0.984000027179718,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.732086718082428},{"id":"https://openalex.org/keywords/mood","display_name":"Mood","score":0.6325249075889587},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.6079700589179993},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5471367835998535},{"id":"https://openalex.org/keywords/distress","display_name":"Distress","score":0.5112941265106201},{"id":"https://openalex.org/keywords/depression","display_name":"Depression (economics)","score":0.47233453392982483},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.4413790702819824},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4272368550300598},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4231160283088684},{"id":"https://openalex.org/keywords/emotional-distress","display_name":"Emotional distress","score":0.41723600029945374},{"id":"https://openalex.org/keywords/mental-health","display_name":"Mental health","score":0.41163116693496704},{"id":"https://openalex.org/keywords/clinical-psychology","display_name":"Clinical psychology","score":0.2503335475921631},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.24891501665115356},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.220130056142807},{"id":"https://openalex.org/keywords/anxiety","display_name":"Anxiety","score":0.2027772068977356}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.732086718082428},{"id":"https://openalex.org/C2780733359","wikidata":"https://www.wikidata.org/wiki/Q331769","display_name":"Mood","level":2,"score":0.6325249075889587},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.6079700589179993},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5471367835998535},{"id":"https://openalex.org/C139265228","wikidata":"https://www.wikidata.org/wiki/Q5283089","display_name":"Distress","level":2,"score":0.5112941265106201},{"id":"https://openalex.org/C2776867660","wikidata":"https://www.wikidata.org/wiki/Q1814941","display_name":"Depression (economics)","level":2,"score":0.47233453392982483},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.4413790702819824},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4272368550300598},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4231160283088684},{"id":"https://openalex.org/C3017945913","wikidata":"https://www.wikidata.org/wiki/Q5283089","display_name":"Emotional distress","level":3,"score":0.41723600029945374},{"id":"https://openalex.org/C134362201","wikidata":"https://www.wikidata.org/wiki/Q317309","display_name":"Mental health","level":2,"score":0.41163116693496704},{"id":"https://openalex.org/C70410870","wikidata":"https://www.wikidata.org/wiki/Q199906","display_name":"Clinical psychology","level":1,"score":0.2503335475921631},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.24891501665115356},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.220130056142807},{"id":"https://openalex.org/C558461103","wikidata":"https://www.wikidata.org/wiki/Q154430","display_name":"Anxiety","level":2,"score":0.2027772068977356},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11036-017-0929-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11036-017-0929-3","pdf_url":null,"source":{"id":"https://openalex.org/S192894947","display_name":"Mobile Networks and Applications","issn_l":"1383-469X","issn":["1383-469X","1572-8153"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Mobile Networks and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W119946670","https://openalex.org/W1980794374","https://openalex.org/W2003191638","https://openalex.org/W2058691594","https://openalex.org/W2076327726","https://openalex.org/W2087837142","https://openalex.org/W2094234993","https://openalex.org/W2107460374","https://openalex.org/W2112334970","https://openalex.org/W2143350951","https://openalex.org/W2144288181","https://openalex.org/W2158440757","https://openalex.org/W2159023601","https://openalex.org/W2161020308","https://openalex.org/W2170332928","https://openalex.org/W2171960770","https://openalex.org/W2172945145","https://openalex.org/W2277149566","https://openalex.org/W2277897549","https://openalex.org/W2313528934","https://openalex.org/W2330246863","https://openalex.org/W2396919411","https://openalex.org/W2442885172","https://openalex.org/W2500111820","https://openalex.org/W2520472180","https://openalex.org/W2523982530","https://openalex.org/W2534904844","https://openalex.org/W2562141967","https://openalex.org/W2565358069","https://openalex.org/W2570412145","https://openalex.org/W2576857800","https://openalex.org/W2590418862","https://openalex.org/W2592018447","https://openalex.org/W2598898897","https://openalex.org/W2600667982","https://openalex.org/W2606698885","https://openalex.org/W2610135452","https://openalex.org/W2624941835","https://openalex.org/W2666784499","https://openalex.org/W2755207117","https://openalex.org/W2791056945","https://openalex.org/W2792616458","https://openalex.org/W2796802878","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2366107444","https://openalex.org/W1976205134","https://openalex.org/W4386781444","https://openalex.org/W2381570729","https://openalex.org/W4248336175","https://openalex.org/W1112091574","https://openalex.org/W2566465881","https://openalex.org/W1575778276","https://openalex.org/W1489837758","https://openalex.org/W1609399494"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":13},{"year":2020,"cited_by_count":14},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
