{"id":"https://openalex.org/W3173891775","doi":"https://doi.org/10.1109/access.2021.3091801","title":"Modeling and Assessing the Temporal Behavior of Emotional and Depressive User Interactions on Social Networks","display_name":"Modeling and Assessing the Temporal Behavior of Emotional and Depressive User Interactions on Social Networks","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3173891775","doi":"https://doi.org/10.1109/access.2021.3091801","mag":"3173891775"},"language":"en","primary_location":{"id":"doi:10.1109/access.2021.3091801","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3091801","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09462934.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09462934.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5052438595","display_name":"Felipe T. Giuntini","orcid":"https://orcid.org/0000-0001-6333-3345"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Felipe Taliar Giuntini","raw_affiliation_strings":["Institute of Mathematics and Computer Science, University of S\u00e3o Paulo, S\u00e3o Carlos, Brazil","Sidia Institute of Science and Technology, Manaus, Brazil"],"raw_orcid":"https://orcid.org/0000-0001-6333-3345","affiliations":[{"raw_affiliation_string":"Institute of Mathematics and Computer Science, University of S\u00e3o Paulo, S\u00e3o Carlos, Brazil","institution_ids":["https://openalex.org/I17974374"]},{"raw_affiliation_string":"Sidia Institute of Science and Technology, Manaus, Brazil","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006113127","display_name":"Kau\u00ea Lopes de Moraes","orcid":"https://orcid.org/0000-0002-2904-7625"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Kaue L. de Moraes","raw_affiliation_strings":["Institute of Mathematics and Computer Science, University of S\u00e3o Paulo, S\u00e3o Carlos, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-2904-7625","affiliations":[{"raw_affiliation_string":"Institute of Mathematics and Computer Science, University of S\u00e3o Paulo, S\u00e3o Carlos, Brazil","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080105940","display_name":"Mirela T. Cazzolato","orcid":null},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Mirela T. Cazzolato","raw_affiliation_strings":["Institute of Mathematics and Computer Science, University of S\u00e3o Paulo, S\u00e3o Carlos, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-4364-010X","affiliations":[{"raw_affiliation_string":"Institute of Mathematics and Computer Science, University of S\u00e3o Paulo, S\u00e3o Carlos, Brazil","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001049703","display_name":"Luziane de F\u00e1tima Kirchner","orcid":"https://orcid.org/0000-0002-3579-1768"},"institutions":[{"id":"https://openalex.org/I44839336","display_name":"Universidade Cat\u00f3lica Dom Bosco","ror":"https://ror.org/02q070r42","country_code":"BR","type":"education","lineage":["https://openalex.org/I44839336"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Luziane de Fatima Kirchner","raw_affiliation_strings":["Dom Bosco Catholic University, Campo Grande, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dom Bosco Catholic University, Campo Grande, Brazil","institution_ids":["https://openalex.org/I44839336"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007480820","display_name":"Maria de Jesus Dutra dos Reis","orcid":"https://orcid.org/0000-0002-5128-2074"},"institutions":[{"id":"https://openalex.org/I177909021","display_name":"Universidade Federal de S\u00e3o Carlos","ror":"https://ror.org/00qdc6m37","country_code":"BR","type":"education","lineage":["https://openalex.org/I177909021"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Maria de Jesus D. Dos Reis","raw_affiliation_strings":["Federal University of S\u00e3o Carlos, S\u00e3o Carlos, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal University of S\u00e3o Carlos, S\u00e3o Carlos, Brazil","institution_ids":["https://openalex.org/I177909021"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014783020","display_name":"Agma J. M. Traina","orcid":"https://orcid.org/0000-0003-4929-7258"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Agma J. M. Traina","raw_affiliation_strings":["Institute of Mathematics and Computer Science, University of S\u00e3o Paulo, S\u00e3o Carlos, Brazil"],"raw_orcid":"https://orcid.org/0000-0003-4929-7258","affiliations":[{"raw_affiliation_string":"Institute of Mathematics and Computer Science, University of S\u00e3o Paulo, S\u00e3o Carlos, Brazil","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064857767","display_name":"Andrew T. Campbell","orcid":"https://orcid.org/0000-0001-7394-7682"},"institutions":[{"id":"https://openalex.org/I107672454","display_name":"Dartmouth College","ror":"https://ror.org/049s0rh22","country_code":"US","type":"education","lineage":["https://openalex.org/I107672454"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andrew T. Campbell","raw_affiliation_strings":["Dartmouth College, Hanover, NH, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dartmouth College, Hanover, NH, USA","institution_ids":["https://openalex.org/I107672454"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023928945","display_name":"J\u00f3 Ueyama","orcid":"https://orcid.org/0000-0002-5591-3750"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Jo Ueyama","raw_affiliation_strings":["Institute of Mathematics and Computer Science, University of S\u00e3o Paulo, S\u00e3o Carlos, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-5591-3750","affiliations":[{"raw_affiliation_string":"Institute of Mathematics and Computer Science, University of S\u00e3o Paulo, S\u00e3o Carlos, Brazil","institution_ids":["https://openalex.org/I17974374"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.8377,"has_fulltext":true,"cited_by_count":17,"citation_normalized_percentile":{"value":0.85683505,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"9","issue":null,"first_page":"93182","last_page":"93194"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13283","display_name":"Mental Health Research Topics","score":0.9998000264167786,"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/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7365662455558777},{"id":"https://openalex.org/keywords/closeness","display_name":"Closeness","score":0.6288079023361206},{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.5006856918334961},{"id":"https://openalex.org/keywords/mood","display_name":"Mood","score":0.4727120101451874},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.46145686507225037},{"id":"https://openalex.org/keywords/assortativity","display_name":"Assortativity","score":0.45124930143356323},{"id":"https://openalex.org/keywords/feeling","display_name":"Feeling","score":0.44386759400367737},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40160828828811646},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.39369162917137146},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.32693320512771606},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3244297504425049},{"id":"https://openalex.org/keywords/complex-network","display_name":"Complex network","score":0.26078158617019653},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.22132423520088196},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.18194395303726196},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.1291767954826355}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7365662455558777},{"id":"https://openalex.org/C2779545769","wikidata":"https://www.wikidata.org/wiki/Q5135364","display_name":"Closeness","level":2,"score":0.6288079023361206},{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.5006856918334961},{"id":"https://openalex.org/C2780733359","wikidata":"https://www.wikidata.org/wiki/Q331769","display_name":"Mood","level":2,"score":0.4727120101451874},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.46145686507225037},{"id":"https://openalex.org/C89694873","wikidata":"https://www.wikidata.org/wiki/Q4810299","display_name":"Assortativity","level":3,"score":0.45124930143356323},{"id":"https://openalex.org/C122980154","wikidata":"https://www.wikidata.org/wiki/Q205555","display_name":"Feeling","level":2,"score":0.44386759400367737},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40160828828811646},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39369162917137146},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.32693320512771606},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3244297504425049},{"id":"https://openalex.org/C34947359","wikidata":"https://www.wikidata.org/wiki/Q665189","display_name":"Complex network","level":2,"score":0.26078158617019653},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.22132423520088196},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.18194395303726196},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.1291767954826355},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2021.3091801","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3091801","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09462934.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:003034110","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ACCESS.2021.3091801","pdf_url":null,"source":{"id":"https://openalex.org/S4306402641","display_name":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Cient\u00edficas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4383465926","host_organization_name":"LA Referencia","host_organization_lineage":["https://openalex.org/I4383465926"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"reponame:Reposit\u00f3rio Institucional da USP (Biblioteca Digital da Produ\u00e7\u00e3o Intelectual)","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:doaj.org/article:64af8f4056574d1e9da5da689ede2c27","is_oa":true,"landing_page_url":"https://doaj.org/article/64af8f4056574d1e9da5da689ede2c27","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 9, Pp 93182-93194 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2021.3091801","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3091801","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09462934.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.6899999976158142,"id":"https://metadata.un.org/sdg/10"}],"awards":[{"id":"https://openalex.org/G1009337406","display_name":null,"funder_award_id":"2020/11258-2","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G1506564336","display_name":null,"funder_award_id":"2016/17078-0","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G2744736720","display_name":null,"funder_award_id":"13/07375-0","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G4608402786","display_name":null,"funder_award_id":"8.387/91","funder_id":"https://openalex.org/F4320332195","funder_display_name":"Samsung"},{"id":"https://openalex.org/G5156179349","display_name":null,"funder_award_id":"2020/07200-9","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G6186969944","display_name":null,"funder_award_id":"2016/17078-0","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G6939682987","display_name":null,"funder_award_id":"13/07375-0","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G8268357664","display_name":null,"funder_award_id":"18/17335-9","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G8920435243","display_name":null,"funder_award_id":"Grant 001","funder_id":"https://openalex.org/F4320321091","funder_display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior"},{"id":"https://openalex.org/G8992674003","display_name":null,"funder_award_id":"2018/24414-2","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"}],"funders":[{"id":"https://openalex.org/F4320319527","display_name":"Samsung Eletr\u00f4nica da Amaz\u00f4nia","ror":null},{"id":"https://openalex.org/F4320320997","display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo","ror":"https://ror.org/02ddkpn78"},{"id":"https://openalex.org/F4320321091","display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior","ror":"https://ror.org/00x0ma614"},{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"},{"id":"https://openalex.org/F4320323339","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748"},{"id":"https://openalex.org/F4320332195","display_name":"Samsung","ror":"https://ror.org/04w3jy968"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3173891775.pdf","grobid_xml":"https://content.openalex.org/works/W3173891775.grobid-xml"},"referenced_works_count":54,"referenced_works":["https://openalex.org/W1604601673","https://openalex.org/W1685261511","https://openalex.org/W1804627766","https://openalex.org/W1875112053","https://openalex.org/W1975559237","https://openalex.org/W1987886174","https://openalex.org/W1999593525","https://openalex.org/W2003238582","https://openalex.org/W2004824191","https://openalex.org/W2009375902","https://openalex.org/W2033193852","https://openalex.org/W2040956707","https://openalex.org/W2047940964","https://openalex.org/W2054950313","https://openalex.org/W2099813784","https://openalex.org/W2101580881","https://openalex.org/W2117495845","https://openalex.org/W2127048411","https://openalex.org/W2137805816","https://openalex.org/W2143197238","https://openalex.org/W2164727176","https://openalex.org/W2168870983","https://openalex.org/W2169002304","https://openalex.org/W2258868366","https://openalex.org/W2273847690","https://openalex.org/W2519022142","https://openalex.org/W2604426288","https://openalex.org/W2625808408","https://openalex.org/W2732931597","https://openalex.org/W2766845375","https://openalex.org/W2791011815","https://openalex.org/W2800170478","https://openalex.org/W2801736147","https://openalex.org/W2900933500","https://openalex.org/W2905110430","https://openalex.org/W2906406149","https://openalex.org/W2910957812","https://openalex.org/W2944720247","https://openalex.org/W2970966576","https://openalex.org/W2995530198","https://openalex.org/W3001428975","https://openalex.org/W3026512731","https://openalex.org/W3033913896","https://openalex.org/W3084140714","https://openalex.org/W3099398637","https://openalex.org/W3102641634","https://openalex.org/W3103319922","https://openalex.org/W3107994138","https://openalex.org/W3111700531","https://openalex.org/W3121717866","https://openalex.org/W4238452917","https://openalex.org/W4254707114","https://openalex.org/W6745253294","https://openalex.org/W6788780203"],"related_works":["https://openalex.org/W1988061822","https://openalex.org/W2078290701","https://openalex.org/W3031754000","https://openalex.org/W2088270209","https://openalex.org/W4225575984","https://openalex.org/W2995747921","https://openalex.org/W2129315144","https://openalex.org/W2990928711","https://openalex.org/W4298624881","https://openalex.org/W2286859680"],"abstract_inverted_index":{"The":[0,183],"way":[1],"users":[2,22,48,62,149,171],"interact":[3,23],"on":[4,28,49,104,133],"social":[5,29,50],"media":[6],"can":[7,186],"indicate":[8],"their":[9,26],"well-being.":[10],"When":[11],"depressed,":[12],"people\u2019s":[13],"feelings":[14,27],"tend":[15],"to":[16,190],"be":[17,187],"more":[18],"evident,":[19],"affecting":[20],"how":[21],"and":[24,44,84,89,114,128,153,176,179,199],"demonstrating":[25],"media.":[30],"This":[31],"paper":[32],"presents":[33],"a":[34,95,141,157],"new":[35],"approach":[36,185],"for":[37,97,143,150,194],"the":[38,66,73,105,122,125,134,154,167,173,177],"temporal":[39],"assessment":[40],"of":[41,107,112,124,159,169,181],"emotional":[42,100,108,118,161],"behavior":[43],"interaction":[45],"among":[46,137],"depressed":[47],"networks.":[51],"We":[52,71,147],"start":[53],"by":[54],"modeling":[55],"user":[56,101],"interactions":[57],"using":[58,65,76],"complex":[59],"networks,":[60],"grouping":[61],"through":[63],"time":[64],"Clauset-Newman-Moore":[67],"greedy":[68],"modularity":[69],"maximization.":[70],"evaluate":[72],"built":[74],"networks":[75],"metrics":[77],"such":[78],"as":[79],"assortativity,":[80],"density,":[81],"clustering,":[82],"diameter,":[83],"shortest":[85],"path":[86],"length,":[87],"closeness,":[88],"coverage.":[90],"Then,":[91],"we":[92,120,139],"propose":[93],"EMUS,":[94],"method":[96],"establishing":[98],"an":[99],"score":[102],"based":[103,132],"extraction":[106],"features":[109],"in":[110,172],"texts":[111],"posts":[113],"comments.":[115],"To":[116],"extract":[117],"features,":[119],"combine":[121],"use":[123],"Empath":[126],"framework":[127],"VADER":[129],"lexicon.":[130],"Finally,":[131],"standard":[135],"deviation":[136],"users,":[138],"establish":[140],"metric":[142],"assessing":[144],"mood":[145],"levels.":[146],"evaluated":[148],"33":[151],"days,":[152],"results":[155],"show":[156],"sequence":[158],"mixed":[160],"behaviors":[162],"with":[163],"high":[164],"correlations":[165],"between":[166],"number":[168],"active":[170],"network":[174],"communities,":[175],"form":[178],"quality":[180],"interactions.":[182],"developed":[184],"further":[188],"applied":[189],"other":[191],"database":[192],"graphs,":[193],"different":[195],"sequential":[196],"pattern":[197],"analysis":[198],"text-mining":[200],"contexts.":[201]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":1}],"updated_date":"2026-06-13T07:54:00.901334","created_date":"2025-10-10T00:00:00"}
