{"id":"https://openalex.org/W2620791176","doi":"https://doi.org/10.1007/s13042-017-0697-1","title":"Multi-kernel SVM based depression recognition using social media data","display_name":"Multi-kernel SVM based depression recognition using social media data","publication_year":2017,"publication_date":"2017-06-02","ids":{"openalex":"https://openalex.org/W2620791176","doi":"https://doi.org/10.1007/s13042-017-0697-1","mag":"2620791176"},"language":"en","primary_location":{"id":"doi:10.1007/s13042-017-0697-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13042-017-0697-1","pdf_url":null,"source":{"id":"https://openalex.org/S2764999920","display_name":"International Journal of Machine Learning and Cybernetics","issn_l":"1868-8071","issn":["1868-8071","1868-808X"],"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":"International Journal of Machine Learning and Cybernetics","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/A5009370806","display_name":"Zhichao Peng","orcid":"https://orcid.org/0000-0003-1020-7796"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhichao Peng","raw_affiliation_strings":["School of Computer Science and Technology, Tianjin University, Tianjin, 300350, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Tianjin University, Tianjin, 300350, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056686459","display_name":"Qinghua Hu","orcid":"https://orcid.org/0000-0001-7765-8095"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Qinghua Hu","raw_affiliation_strings":["School of Computer Science and Technology, Tianjin University, Tianjin, 300350, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Tianjin University, Tianjin, 300350, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017251198","display_name":"Jianwu Dang","orcid":"https://orcid.org/0000-0002-9237-4821"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Jianwu Dang","raw_affiliation_strings":["School of Computer Science and Technology, Tianjin University, Tianjin, 300350, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Tianjin University, Tianjin, 300350, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5017251198"],"corresponding_institution_ids":[],"apc_list":{"value":2790,"currency":"EUR","value_usd":3590},"apc_paid":null,"fwci":5.8544,"has_fulltext":false,"cited_by_count":120,"citation_normalized_percentile":{"value":0.95945487,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"10","issue":"1","first_page":"43","last_page":"57"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":0.9998000264167786,"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":0.9998000264167786,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9986000061035156,"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"}},{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9919000267982483,"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/computational-intelligence","display_name":"Computational intelligence","score":0.7393673062324524},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7171093821525574},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6797438859939575},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6389217376708984},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6116245985031128},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.5027062892913818},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.4383726119995117},{"id":"https://openalex.org/keywords/kernel-method","display_name":"Kernel method","score":0.4178928732872009},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.40795886516571045},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16980570554733276},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.09290727972984314}],"concepts":[{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.7393673062324524},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7171093821525574},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6797438859939575},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6389217376708984},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6116245985031128},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5027062892913818},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.4383726119995117},{"id":"https://openalex.org/C122280245","wikidata":"https://www.wikidata.org/wiki/Q620622","display_name":"Kernel method","level":3,"score":0.4178928732872009},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.40795886516571045},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16980570554733276},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.09290727972984314},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s13042-017-0697-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13042-017-0697-1","pdf_url":null,"source":{"id":"https://openalex.org/S2764999920","display_name":"International Journal of Machine Learning and Cybernetics","issn_l":"1868-8071","issn":["1868-8071","1868-808X"],"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":"International Journal of Machine Learning and Cybernetics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7400000095367432,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[{"id":"https://openalex.org/G744261338","display_name":null,"funder_award_id":"NCET-12-0399","funder_id":"https://openalex.org/F4320334924","funder_display_name":"Program for New Century Excellent Talents in University"}],"funders":[{"id":"https://openalex.org/F4320334924","display_name":"Program for New Century Excellent Talents in University","ror":"https://ror.org/01mv9t934"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W2402700","https://openalex.org/W23809677","https://openalex.org/W55421824","https://openalex.org/W224720452","https://openalex.org/W828341551","https://openalex.org/W1253096047","https://openalex.org/W1591840823","https://openalex.org/W1966797434","https://openalex.org/W1974325547","https://openalex.org/W1982498087","https://openalex.org/W1985749074","https://openalex.org/W1988264140","https://openalex.org/W2004244562","https://openalex.org/W2009375902","https://openalex.org/W2036431153","https://openalex.org/W2061881231","https://openalex.org/W2062402596","https://openalex.org/W2068497137","https://openalex.org/W2076151421","https://openalex.org/W2076569149","https://openalex.org/W2077658674","https://openalex.org/W2079110736","https://openalex.org/W2081249542","https://openalex.org/W2099556653","https://openalex.org/W2103985043","https://openalex.org/W2106686523","https://openalex.org/W2109743529","https://openalex.org/W2117991580","https://openalex.org/W2119821739","https://openalex.org/W2124142520","https://openalex.org/W2129018774","https://openalex.org/W2137036358","https://openalex.org/W2139212933","https://openalex.org/W2147085624","https://openalex.org/W2147668075","https://openalex.org/W2150772522","https://openalex.org/W2155074104","https://openalex.org/W2155588394","https://openalex.org/W2156909104","https://openalex.org/W2158001550","https://openalex.org/W2158078575","https://openalex.org/W2166595269","https://openalex.org/W2171106464","https://openalex.org/W2171683557","https://openalex.org/W2186329757","https://openalex.org/W2277876591","https://openalex.org/W2475757000","https://openalex.org/W3012317737","https://openalex.org/W4212997115","https://openalex.org/W4230674625","https://openalex.org/W4240547473","https://openalex.org/W4247977950","https://openalex.org/W4254999584"],"related_works":["https://openalex.org/W2089892314","https://openalex.org/W1603091392","https://openalex.org/W4386075310","https://openalex.org/W2095626363","https://openalex.org/W2169565408","https://openalex.org/W2127229869","https://openalex.org/W3123056048","https://openalex.org/W2129978300","https://openalex.org/W2150638158","https://openalex.org/W2121506664"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":30},{"year":2023,"cited_by_count":19},{"year":2022,"cited_by_count":24},{"year":2021,"cited_by_count":15},{"year":2020,"cited_by_count":11},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2}],"updated_date":"2026-06-19T15:47:20.252518","created_date":"2025-10-10T00:00:00"}