{"id":"https://openalex.org/W2964687216","doi":null,"title":"Transfer Learning for Depression: Early Detection and Severity Prediction from Social Media Postings.","display_name":"Transfer Learning for Depression: Early Detection and Severity Prediction from Social Media Postings.","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2964687216","mag":"2964687216"},"language":"en","primary_location":{"id":"mag:2964687216","doi":null,"is_oa":false,"landing_page_url":"http://ceur-ws.org/Vol-2380/paper_102.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306506385","display_name":"CLEF (Working Notes)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"CLEF (Working Notes)","raw_type":null},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"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/A5025891824","display_name":"Pegah Abed-Esfahani","orcid":"https://orcid.org/0000-0001-9839-0403","observed_orcids":["https://orcid.org/0000-0001-9839-0403"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pegah Abed-Esfahani","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046916534","display_name":"Derek Howard","orcid":"https://orcid.org/0000-0002-6621-9473","observed_orcids":["https://orcid.org/0000-0002-6621-9473"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Derek Howard","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-6621-9473","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054607778","display_name":"Marta M. Maslej","orcid":"https://orcid.org/0000-0002-6393-5095","observed_orcids":["https://orcid.org/0000-0002-6393-5095"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Marta M. Maslej","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-6393-5095","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103217361","display_name":"Sejal Patel","orcid":"https://orcid.org/0000-0002-8958-3219","observed_orcids":["https://orcid.org/0000-0002-8958-3219"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sejal Patel","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-8958-3219","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091593596","display_name":"Vamika Mann","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Vamika Mann","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051977060","display_name":"Sarah A. Goegan","orcid":"https://orcid.org/0000-0003-0631-0694","observed_orcids":["https://orcid.org/0000-0003-0631-0694"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sarah Goegan","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0003-0631-0694","affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5074657982","display_name":"Leon French","orcid":"https://orcid.org/0000-0002-9409-4583","observed_orcids":["https://orcid.org/0000-0002-9409-4583"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Leon French","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-9409-4583","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.6479,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.91865282,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":98},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":1.0,"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":1.0,"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":9.999999747378752e-05,"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":0.0,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/depression","display_name":"depression","score":0.7379999756813049},{"id":"https://openalex.org/keywords/transfer-learning","display_name":"transfer learning","score":0.7860000133514404},{"id":"https://openalex.org/keywords/early-detection","display_name":"early detection","score":0.9449999928474426},{"id":"https://openalex.org/keywords/severity-prediction","display_name":"severity prediction","score":0.9200000166893005},{"id":"https://openalex.org/keywords/social-media-posts","display_name":"social media posts","score":0.8619999885559082},{"id":"https://openalex.org/keywords/text-classification","display_name":"text classification","score":0.5220000147819519},{"id":"https://openalex.org/keywords/mental-health","display_name":"mental health","score":0.7620000243186951}],"concepts":[{"id":"https://openalex.org/C2776867660","wikidata":"https://www.wikidata.org/wiki/Q1814941","display_name":"Depression (economics)","level":2,"score":0.577272891998291},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5657118558883667},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.5563845038414001},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.48157525062561035},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2910487651824951},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.19833135604858398},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1923752725124359},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:2964687216","doi":null,"is_oa":false,"landing_page_url":"http://ceur-ws.org/Vol-2380/paper_102.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306506385","display_name":"CLEF (Working Notes)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"CLEF (Working Notes)","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.5683000087738037}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1566289585","https://openalex.org/W1994216145","https://openalex.org/W2157985609","https://openalex.org/W2160757000","https://openalex.org/W2511501696","https://openalex.org/W2807452501","https://openalex.org/W2897583329","https://openalex.org/W2915177913","https://openalex.org/W3197497981"],"related_works":["https://openalex.org/W4285557032","https://openalex.org/W6959766210","https://openalex.org/W7094941488","https://openalex.org/W2889419730","https://openalex.org/W2751518583","https://openalex.org/W7119491740","https://openalex.org/W2888788749","https://openalex.org/W3198040580","https://openalex.org/W3004276041","https://openalex.org/W4416036863"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":2}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2019-08-13T00:00:00"}
