{"id":"https://openalex.org/W4391043766","doi":"https://doi.org/10.1109/bibm58861.2023.10385590","title":"Making the Implicit Explicit: Depression Detection in Web across Posted Texts and Images","display_name":"Making the Implicit Explicit: Depression Detection in Web across Posted Texts and Images","publication_year":2023,"publication_date":"2023-12-05","ids":{"openalex":"https://openalex.org/W4391043766","doi":"https://doi.org/10.1109/bibm58861.2023.10385590"},"language":"en","primary_location":{"id":"doi:10.1109/bibm58861.2023.10385590","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm58861.2023.10385590","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-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/A5078808331","display_name":"Pengwei Hu","orcid":"https://orcid.org/0000-0001-5974-7932"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210106108","display_name":"Xinjiang Technical Institute of Physics & Chemistry","ror":"https://ror.org/00x44h034","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210106108"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pengwei Hu","raw_affiliation_strings":["Chinese Academy of Sciences,The Xinjiang Technical Institute of Physics and Chemistry,Urumqi,China","The Xinjiang Technical Institute of Physics and Chemistry, Chinese Academy of Sciences, Urumqi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chinese Academy of Sciences,The Xinjiang Technical Institute of Physics and Chemistry,Urumqi,China","institution_ids":["https://openalex.org/I4210106108","https://openalex.org/I19820366"]},{"raw_affiliation_string":"The Xinjiang Technical Institute of Physics and Chemistry, Chinese Academy of Sciences, Urumqi, China","institution_ids":["https://openalex.org/I4210106108","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046723920","display_name":"Chenhao Lin","orcid":"https://orcid.org/0000-0002-6265-7345"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenhao Lin","raw_affiliation_strings":["Xi&#x2019;an JiaoTong University,Electronic and Information Engineering,Xi an,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Xi&#x2019;an JiaoTong University,Electronic and Information Engineering,Xi an,China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100454275","display_name":"Jiajia Li","orcid":"https://orcid.org/0000-0001-8158-3970"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiajia Li","raw_affiliation_strings":["Shanghai Jiao Tong University,Computer Science and Engineering,Shanghai,China","Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University,Computer Science and Engineering,Shanghai,China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100526584","display_name":"Feng Tan","orcid":null},"institutions":[{"id":"https://openalex.org/I164928964","display_name":"Merck KGaA, Darmstadt (Germany)","ror":"https://ror.org/04b2dty93","country_code":"DE","type":"company","lineage":["https://openalex.org/I164928964"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Feng Tan","raw_affiliation_strings":["Merck KGaA,AI and Quantum Lab,Darmstadt,Germany","AI and Quantum Lab, Merck KGaA, Darmstadt, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Merck KGaA,AI and Quantum Lab,Darmstadt,Germany","institution_ids":["https://openalex.org/I164928964"]},{"raw_affiliation_string":"AI and Quantum Lab, Merck KGaA, Darmstadt, Germany","institution_ids":["https://openalex.org/I164928964"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100337748","display_name":"Xue Han","orcid":"https://orcid.org/0000-0002-2695-9573"},"institutions":[{"id":"https://openalex.org/I180662265","display_name":"China Mobile (China)","ror":"https://ror.org/05gftfe97","country_code":"CN","type":"company","lineage":["https://openalex.org/I180662265"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xue Han","raw_affiliation_strings":["China Mobile Research Institute,JIUTIAN Team,Beijing,China","JIUTIAN Team, China Mobile Research Institute, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China Mobile Research Institute,JIUTIAN Team,Beijing,China","institution_ids":["https://openalex.org/I180662265"]},{"raw_affiliation_string":"JIUTIAN Team, China Mobile Research Institute, Beijing, China","institution_ids":["https://openalex.org/I180662265"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100602869","display_name":"Xi Zhou","orcid":"https://orcid.org/0000-0002-3846-5079"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210106108","display_name":"Xinjiang Technical Institute of Physics & Chemistry","ror":"https://ror.org/00x44h034","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210106108"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xi Zhou","raw_affiliation_strings":["Chinese Academy of Sciences,The Xinjiang Technical Institute of Physics and Chemistry,Urumqi,China","The Xinjiang Technical Institute of Physics and Chemistry, Chinese Academy of Sciences, Urumqi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chinese Academy of Sciences,The Xinjiang Technical Institute of Physics and Chemistry,Urumqi,China","institution_ids":["https://openalex.org/I4210106108","https://openalex.org/I19820366"]},{"raw_affiliation_string":"The Xinjiang Technical Institute of Physics and Chemistry, Chinese Academy of Sciences, Urumqi, China","institution_ids":["https://openalex.org/I4210106108","https://openalex.org/I19820366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008221100","display_name":"Lun Hu","orcid":"https://orcid.org/0000-0002-1591-8549"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210106108","display_name":"Xinjiang Technical Institute of Physics & Chemistry","ror":"https://ror.org/00x44h034","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210106108"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lun Hu","raw_affiliation_strings":["Chinese Academy of Sciences,The Xinjiang Technical Institute of Physics and Chemistry,Urumqi,China","The Xinjiang Technical Institute of Physics and Chemistry, Chinese Academy of Sciences, Urumqi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chinese Academy of Sciences,The Xinjiang Technical Institute of Physics and Chemistry,Urumqi,China","institution_ids":["https://openalex.org/I4210106108","https://openalex.org/I19820366"]},{"raw_affiliation_string":"The Xinjiang Technical Institute of Physics and Chemistry, Chinese Academy of Sciences, Urumqi, China","institution_ids":["https://openalex.org/I4210106108","https://openalex.org/I19820366"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.8293,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.86145228,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"4807","last_page":"4811"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":0.9958999752998352,"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":0.9958999752998352,"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":0.9879999756813049,"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":0.9699000120162964,"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/computer-science","display_name":"Computer science","score":0.6414729952812195},{"id":"https://openalex.org/keywords/depression","display_name":"Depression (economics)","score":0.48941126465797424},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4042860269546509},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39221975207328796},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3914257287979126}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6414729952812195},{"id":"https://openalex.org/C2776867660","wikidata":"https://www.wikidata.org/wiki/Q1814941","display_name":"Depression (economics)","level":2,"score":0.48941126465797424},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4042860269546509},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39221975207328796},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3914257287979126},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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:10.1109/bibm58861.2023.10385590","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm58861.2023.10385590","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6200000047683716,"display_name":"Gender equality","id":"https://metadata.un.org/sdg/5"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W229539680","https://openalex.org/W2297358007","https://openalex.org/W2513928994","https://openalex.org/W2546696630","https://openalex.org/W2611167769","https://openalex.org/W2613148767","https://openalex.org/W2740966010","https://openalex.org/W2771498260","https://openalex.org/W2798832674","https://openalex.org/W2807710762","https://openalex.org/W2905587047","https://openalex.org/W2912720349","https://openalex.org/W2952122856","https://openalex.org/W2962820470","https://openalex.org/W2963078909","https://openalex.org/W2964346351","https://openalex.org/W3027884094","https://openalex.org/W3033913896","https://openalex.org/W4230918692","https://openalex.org/W4297989294","https://openalex.org/W4386024648","https://openalex.org/W7018365547"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W4402327032","https://openalex.org/W2382290278"],"abstract_inverted_index":{"The":[0,48],"utilization":[1],"of":[2],"web":[3,21],"social":[4],"media":[5],"for":[6,80,117,139],"depression":[7,46,61,81,118,140],"detection":[8],"has":[9,135],"been":[10,123],"proven":[11],"effective":[12,59],"in":[13,30,52,60,90],"recent":[14],"years":[15],"since":[16],"the":[17,86,102],"multimedia":[18],"signal":[19],"on":[20,125],"can":[22,57],"reflect":[23],"users\u2019":[24,38,53,91],"emotions,":[25],"feelings,":[26],"and":[27,71,95],"personality":[28],"traits":[29],"advance.":[31],"However,":[32],"most":[33],"earlier":[34],"studies":[35],"simply":[36],"used":[37],"submitted":[39],"words":[40],"or":[41],"user":[42],"profiles":[43],"to":[44],"predict":[45],"risk.":[47],"implicit":[49,70,87],"information":[50,88],"accessible":[51],"posted":[54,92],"images,":[55],"which":[56],"be":[58],"detection,":[62],"still":[63],"remains":[64],"unexplored.":[65],"In":[66],"this":[67],"paper,":[68],"an":[69],"explicit":[72,94,99],"multi-modal":[73,111],"feature":[74,112],"fusion":[75,113],"(IEMFF)":[76],"model":[77],"is":[78,115],"proposed":[79],"detection.":[82,119,141],"We":[83],"successfully":[84],"make":[85],"inherent":[89],"images":[93],"further":[96],"incorporate":[97],"such":[98],"features":[100,104],"with":[101],"textual":[103],"directly":[105],"extracted":[106],"from":[107],"user-posted":[108],"texts.":[109],"A":[110],"approach":[114,134],"applied":[116],"Extensive":[120],"experiments":[121],"have":[122],"conducted":[124],"public":[126],"Twitter":[127],"datasets.":[128],"Experimental":[129],"results":[130],"show":[131],"that":[132],"our":[133],"achieved":[136],"state-of-the-art":[137],"performance":[138]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
