{"id":"https://openalex.org/W2900481978","doi":"https://doi.org/10.1007/978-3-030-03520-4_1","title":"An Ensemble Neural Network Model for Benefiting Pregnancy Health Stats from Mining Social Media","display_name":"An Ensemble Neural Network Model for Benefiting Pregnancy Health Stats from Mining Social Media","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2900481978","doi":"https://doi.org/10.1007/978-3-030-03520-4_1","mag":"2900481978"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-03520-4_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-03520-4_1","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"conference-paper","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/A5021745312","display_name":"Neha Warikoo","orcid":"https://orcid.org/0000-0003-4222-8970"},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]},{"id":"https://openalex.org/I4210098366","display_name":"Institute of Information Science, Academia Sinica","ror":"https://ror.org/00z83z196","country_code":"TW","type":"facility","lineage":["https://openalex.org/I4210098366","https://openalex.org/I84653119"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Neha Warikoo","raw_affiliation_strings":["Bioinformatics Program, International Graduate Program Taiwan, Institute of Information Science, Academia Sinica, Taipei, 115, Taiwan","Institute of Biomedical Informatics, National Yang-Ming University, Taipei, 112, Taiwan","Institute of Information Science, Academia Sinica, Taipei, 115, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bioinformatics Program, International Graduate Program Taiwan, Institute of Information Science, Academia Sinica, Taipei, 115, Taiwan","institution_ids":["https://openalex.org/I4210098366"]},{"raw_affiliation_string":"Institute of Biomedical Informatics, National Yang-Ming University, Taipei, 112, Taiwan","institution_ids":["https://openalex.org/I148366613"]},{"raw_affiliation_string":"Institute of Information Science, Academia Sinica, Taipei, 115, Taiwan","institution_ids":["https://openalex.org/I4210098366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018928362","display_name":"Yung\u2010Chun Chang","orcid":"https://orcid.org/0000-0002-9634-8380"},"institutions":[{"id":"https://openalex.org/I47519274","display_name":"Taipei Medical University","ror":"https://ror.org/05031qk94","country_code":"TW","type":"education","lineage":["https://openalex.org/I47519274"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Yung-Chun Chang","raw_affiliation_strings":["Graduate Institute of Data Science, Taipei Medical University, Taipei, 106, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate Institute of Data Science, Taipei Medical University, Taipei, 106, Taiwan","institution_ids":["https://openalex.org/I47519274"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037362113","display_name":"Hong-Jie Dai","orcid":"https://orcid.org/0000-0002-1516-7255"},"institutions":[{"id":"https://openalex.org/I178613991","display_name":"National Taitung University","ror":"https://ror.org/05j9d8v51","country_code":"TW","type":"education","lineage":["https://openalex.org/I178613991"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Hong-Jie Dai","raw_affiliation_strings":["Department of Computer Science and Information Engineering, National Taitung University, Taitung, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National Taitung University, Taitung, Taiwan","institution_ids":["https://openalex.org/I178613991"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112054430","display_name":"Wen-Lian Hsu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210098366","display_name":"Institute of Information Science, Academia Sinica","ror":"https://ror.org/00z83z196","country_code":"TW","type":"facility","lineage":["https://openalex.org/I4210098366","https://openalex.org/I84653119"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Wen-Lian Hsu","raw_affiliation_strings":["Institute of Information Science, Academia Sinica, Taipei, 115, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Information Science, Academia Sinica, Taipei, 115, Taiwan","institution_ids":["https://openalex.org/I4210098366"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5018928362"],"corresponding_institution_ids":["https://openalex.org/I47519274"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"3","last_page":"15"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":0.982699990272522,"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":0.982699990272522,"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/T11147","display_name":"Misinformation and Its Impacts","score":0.9786999821662903,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9711999893188477,"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/computer-science","display_name":"Computer science","score":0.8037511706352234},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5731537342071533},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.5668302774429321},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.564757764339447},{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.5588915348052979},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5267074704170227},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.49416211247444153},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.48986026644706726},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.4884735643863678},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4493381381034851},{"id":"https://openalex.org/keywords/distress","display_name":"Distress","score":0.4244464635848999},{"id":"https://openalex.org/keywords/mental-health","display_name":"Mental health","score":0.41917884349823},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.41651594638824463},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.21757185459136963},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.15257853269577026},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.14079660177230835},{"id":"https://openalex.org/keywords/clinical-psychology","display_name":"Clinical psychology","score":0.10898172855377197}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8037511706352234},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5731537342071533},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.5668302774429321},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.564757764339447},{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.5588915348052979},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5267074704170227},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.49416211247444153},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.48986026644706726},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.4884735643863678},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4493381381034851},{"id":"https://openalex.org/C139265228","wikidata":"https://www.wikidata.org/wiki/Q5283089","display_name":"Distress","level":2,"score":0.4244464635848999},{"id":"https://openalex.org/C134362201","wikidata":"https://www.wikidata.org/wiki/Q317309","display_name":"Mental health","level":2,"score":0.41917884349823},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.41651594638824463},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.21757185459136963},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.15257853269577026},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.14079660177230835},{"id":"https://openalex.org/C70410870","wikidata":"https://www.wikidata.org/wiki/Q199906","display_name":"Clinical psychology","level":1,"score":0.10898172855377197},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-03520-4_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-03520-4_1","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1508973283","https://openalex.org/W1667072054","https://openalex.org/W1832693441","https://openalex.org/W1945721908","https://openalex.org/W1974289028","https://openalex.org/W2007628554","https://openalex.org/W2014409502","https://openalex.org/W2028085927","https://openalex.org/W2053630442","https://openalex.org/W2064675550","https://openalex.org/W2065120311","https://openalex.org/W2071478164","https://openalex.org/W2081475520","https://openalex.org/W2082051584","https://openalex.org/W2104088534","https://openalex.org/W2149684865","https://openalex.org/W2160542585","https://openalex.org/W2162051395","https://openalex.org/W2396593442","https://openalex.org/W2572954810","https://openalex.org/W2588035048","https://openalex.org/W2886555706","https://openalex.org/W4297774607"],"related_works":["https://openalex.org/W2368605798","https://openalex.org/W2518037665","https://openalex.org/W2348524959","https://openalex.org/W2477036161","https://openalex.org/W2368049389","https://openalex.org/W2384861574","https://openalex.org/W2170801710","https://openalex.org/W2952704802","https://openalex.org/W4294565801","https://openalex.org/W2142306706"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
