{"id":"https://openalex.org/W2889097229","doi":"https://doi.org/10.1007/s13755-018-0046-0","title":"Depression detection from social network data using machine learning techniques","display_name":"Depression detection from social network data using machine learning techniques","publication_year":2018,"publication_date":"2018-08-27","ids":{"openalex":"https://openalex.org/W2889097229","doi":"https://doi.org/10.1007/s13755-018-0046-0","mag":"2889097229","pmid":"https://pubmed.ncbi.nlm.nih.gov/30186594"},"language":"en","primary_location":{"id":"doi:10.1007/s13755-018-0046-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13755-018-0046-0","pdf_url":null,"source":{"id":"https://openalex.org/S4210178793","display_name":"Health Information Science and Systems","issn_l":"2047-2501","issn":["2047-2501"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Health Information Science and Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5100714272","display_name":"Md. Rafiqul Islam","orcid":"https://orcid.org/0000-0002-8652-5187"},"institutions":[{"id":"https://openalex.org/I59805279","display_name":"Islamic University of Technology","ror":"https://ror.org/057gnqw22","country_code":"BD","type":"education","lineage":["https://openalex.org/I59805279"]}],"countries":["BD"],"is_corresponding":true,"raw_author_name":"Md. Rafiqul Islam","raw_affiliation_strings":["1Department of Computer Science & Engineering, Islamic University of Technology (IUT), Dhaka, Bangladesh","Department of Computer Science & Engineering, Islamic University of Technology (IUT), Dhaka, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"1Department of Computer Science & Engineering, Islamic University of Technology (IUT), Dhaka, Bangladesh","institution_ids":[]},{"raw_affiliation_string":"Department of Computer Science & Engineering, Islamic University of Technology (IUT), Dhaka, Bangladesh","institution_ids":["https://openalex.org/I59805279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085181943","display_name":"Muhammad Ashad Kabir","orcid":"https://orcid.org/0000-0002-6798-6535"},"institutions":[{"id":"https://openalex.org/I153230381","display_name":"Charles Sturt University","ror":"https://ror.org/00wfvh315","country_code":"AU","type":"education","lineage":["https://openalex.org/I153230381"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Muhammad Ashad Kabir","raw_affiliation_strings":["School of Computing and Mathematics, Charles Strut University, Sydney, NSW Australia","School of Computing and Mathematics, Charles Sturt University, Sydney, NSW, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing and Mathematics, Charles Strut University, Sydney, NSW Australia","institution_ids":[]},{"raw_affiliation_string":"School of Computing and Mathematics, Charles Sturt University, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I153230381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100642602","display_name":"Ashir Ahmed","orcid":"https://orcid.org/0000-0002-8125-471X"},"institutions":[{"id":"https://openalex.org/I57093077","display_name":"Swinburne University of Technology","ror":"https://ror.org/031rekg67","country_code":"AU","type":"education","lineage":["https://openalex.org/I57093077"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Ashir Ahmed","raw_affiliation_strings":["3Department of Business Technology and Entrepreneurship, Swinburne University of Technology, Melbourne, Australia","Department of Business Technology and Entrepreneurship, Swinburne University of Technology, Melbourne, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"3Department of Business Technology and Entrepreneurship, Swinburne University of Technology, Melbourne, Australia","institution_ids":[]},{"raw_affiliation_string":"Department of Business Technology and Entrepreneurship, Swinburne University of Technology, Melbourne, Australia","institution_ids":["https://openalex.org/I57093077"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114043799","display_name":"Abu Raihan Mostofa Kamal","orcid":"https://orcid.org/0009-0000-1070-275X"},"institutions":[{"id":"https://openalex.org/I59805279","display_name":"Islamic University of Technology","ror":"https://ror.org/057gnqw22","country_code":"BD","type":"education","lineage":["https://openalex.org/I59805279"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Abu Raihan M. Kamal","raw_affiliation_strings":["1Department of Computer Science & Engineering, Islamic University of Technology (IUT), Dhaka, Bangladesh","Department of Computer Science & Engineering, Islamic University of Technology (IUT), Dhaka, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"1Department of Computer Science & Engineering, Islamic University of Technology (IUT), Dhaka, Bangladesh","institution_ids":[]},{"raw_affiliation_string":"Department of Computer Science & Engineering, Islamic University of Technology (IUT), Dhaka, Bangladesh","institution_ids":["https://openalex.org/I59805279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100403969","display_name":"Hua Wang","orcid":"https://orcid.org/0000-0002-8465-0996"},"institutions":[{"id":"https://openalex.org/I71270174","display_name":"Victoria University","ror":"https://ror.org/04j757h98","country_code":"AU","type":"education","lineage":["https://openalex.org/I71270174"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Hua Wang","raw_affiliation_strings":["4Centre for Applied Informatics, Victoria University, Melbourne, Australia","Centre for Applied Informatics, Victoria University, Melbourne, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"4Centre for Applied Informatics, Victoria University, Melbourne, Australia","institution_ids":[]},{"raw_affiliation_string":"Centre for Applied Informatics, Victoria University, Melbourne, Australia","institution_ids":["https://openalex.org/I71270174"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030762278","display_name":"Anwaar Ulhaq","orcid":"https://orcid.org/0000-0002-5145-7276"},"institutions":[{"id":"https://openalex.org/I71270174","display_name":"Victoria University","ror":"https://ror.org/04j757h98","country_code":"AU","type":"education","lineage":["https://openalex.org/I71270174"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Anwaar Ulhaq","raw_affiliation_strings":["5College of Engineering & Science, Victoria University, Melbourne, Australia","College of Engineering & Science, Victoria University, Melbourne, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"5College of Engineering & Science, Victoria University, Melbourne, Australia","institution_ids":[]},{"raw_affiliation_string":"College of Engineering & Science, Victoria University, Melbourne, Australia","institution_ids":["https://openalex.org/I71270174"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100714272"],"corresponding_institution_ids":["https://openalex.org/I59805279"],"apc_list":{"value":2790,"currency":"EUR","value_usd":3590},"apc_paid":null,"fwci":30.1954,"has_fulltext":false,"cited_by_count":459,"citation_normalized_percentile":{"value":0.99831897,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"6","issue":"1","first_page":"8","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":0.9803000092506409,"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":0.9803000092506409,"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":0.005499999970197678,"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/T11519","display_name":"Digital Mental Health Interventions","score":0.003800000064074993,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7556940317153931},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6602128148078918},{"id":"https://openalex.org/keywords/feeling","display_name":"Feeling","score":0.634692370891571},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5610302090644836},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.533483624458313},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5185554623603821},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.5116332173347473},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.4931408762931824},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.4574219286441803},{"id":"https://openalex.org/keywords/depression","display_name":"Depression (economics)","score":0.4559330642223358},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.41761380434036255},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.3566063940525055},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.33463233709335327},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32826000452041626},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.23620209097862244},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.20636549592018127},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.14099666476249695}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7556940317153931},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6602128148078918},{"id":"https://openalex.org/C122980154","wikidata":"https://www.wikidata.org/wiki/Q205555","display_name":"Feeling","level":2,"score":0.634692370891571},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5610302090644836},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.533483624458313},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5185554623603821},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.5116332173347473},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.4931408762931824},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.4574219286441803},{"id":"https://openalex.org/C2776867660","wikidata":"https://www.wikidata.org/wiki/Q1814941","display_name":"Depression (economics)","level":2,"score":0.4559330642223358},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.41761380434036255},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.3566063940525055},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.33463233709335327},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32826000452041626},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.23620209097862244},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.20636549592018127},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.14099666476249695},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","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/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},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1007/s13755-018-0046-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13755-018-0046-0","pdf_url":null,"source":{"id":"https://openalex.org/S4210178793","display_name":"Health Information Science and Systems","issn_l":"2047-2501","issn":["2047-2501"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Health Information Science and Systems","raw_type":"journal-article"},{"id":"pmid:30186594","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/30186594","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Health information science and systems","raw_type":null},{"id":"pmh:oai:eprints.vu.edu.au:38395","is_oa":false,"landing_page_url":"https://vuir.vu.edu.au/38395/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400215","display_name":"Victoria University Research Repository (Victoria University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I41156924","host_organization_name":"Victoria University of Wellington","host_organization_lineage":["https://openalex.org/I41156924"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"},{"id":"pmh:oai:europepmc.org:5838601","is_oa":false,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6111060","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"},{"id":"pmh:oai:researchbank.swinburne.edu.au:3aa422ba-1b00-43a3-bd5f-0ff46a519bb6/1","is_oa":false,"landing_page_url":"http://hdl.handle.net/1959.3/445919","pdf_url":null,"source":{"id":"https://openalex.org/S4306401157","display_name":"Swinburne Research Bank (Swinburne University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I57093077","host_organization_name":"Swinburne University of Technology","host_organization_lineage":["https://openalex.org/I57093077"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Health Information Science and Systems, Vol. 6, no. 1 (Aug 2018), article no. 8","raw_type":""}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5600000023841858,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W2402700","https://openalex.org/W23809677","https://openalex.org/W958481831","https://openalex.org/W1533707383","https://openalex.org/W1534784017","https://openalex.org/W1774848501","https://openalex.org/W1897515018","https://openalex.org/W1906474297","https://openalex.org/W1961723375","https://openalex.org/W1970592556","https://openalex.org/W1971788485","https://openalex.org/W2076151421","https://openalex.org/W2080431972","https://openalex.org/W2081884374","https://openalex.org/W2089994996","https://openalex.org/W2118386133","https://openalex.org/W2124142520","https://openalex.org/W2126719297","https://openalex.org/W2129587854","https://openalex.org/W2133046612","https://openalex.org/W2140910804","https://openalex.org/W2162051395","https://openalex.org/W2172042053","https://openalex.org/W2185520106","https://openalex.org/W2243102096","https://openalex.org/W2250240141","https://openalex.org/W2277876591","https://openalex.org/W2296562334","https://openalex.org/W2315045519","https://openalex.org/W2519619354","https://openalex.org/W2551011340","https://openalex.org/W2561306977","https://openalex.org/W2561675875","https://openalex.org/W2604426288","https://openalex.org/W2610652185","https://openalex.org/W2623212788","https://openalex.org/W2736708131","https://openalex.org/W2740966010","https://openalex.org/W2741216199","https://openalex.org/W2741594063","https://openalex.org/W2762275860","https://openalex.org/W2893966636","https://openalex.org/W2963744503","https://openalex.org/W4235622299","https://openalex.org/W4301030907","https://openalex.org/W4376596064"],"related_works":["https://openalex.org/W2291261743","https://openalex.org/W1540119434","https://openalex.org/W2071657884","https://openalex.org/W1605660090","https://openalex.org/W4285126926","https://openalex.org/W2290390358","https://openalex.org/W2765982327","https://openalex.org/W213396585","https://openalex.org/W2358660055","https://openalex.org/W2068152137"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":27},{"year":2025,"cited_by_count":64},{"year":2024,"cited_by_count":70},{"year":2023,"cited_by_count":99},{"year":2022,"cited_by_count":92},{"year":2021,"cited_by_count":67},{"year":2020,"cited_by_count":24},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":9}],"updated_date":"2026-05-29T09:21:14.243279","created_date":"2025-10-10T00:00:00"}