{"id":"https://openalex.org/W4285278752","doi":"https://doi.org/10.1007/978-3-031-05061-9_27","title":"Development of\u00a0a\u00a0Text Classification Model to\u00a0Detect Disinformation About COVID-19 in\u00a0Social Media: Understanding the\u00a0Features and\u00a0Narratives of\u00a0Disinformation in\u00a0the\u00a0Philippines","display_name":"Development of\u00a0a\u00a0Text Classification Model to\u00a0Detect Disinformation About COVID-19 in\u00a0Social Media: Understanding the\u00a0Features and\u00a0Narratives of\u00a0Disinformation in\u00a0the\u00a0Philippines","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4285278752","doi":"https://doi.org/10.1007/978-3-031-05061-9_27"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-05061-9_27","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-05061-9_27","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":"book-chapter","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/A5044836622","display_name":"Hans Calvin Tan","orcid":"https://orcid.org/0000-0002-7102-8815"},"institutions":[{"id":"https://openalex.org/I19722","display_name":"Ateneo de Manila University","ror":"https://ror.org/053kevk63","country_code":"PH","type":"education","lineage":["https://openalex.org/I19722"]}],"countries":["PH"],"is_corresponding":true,"raw_author_name":"Hans Calvin Tan","raw_affiliation_strings":["Ateneo de Manila University, Metro Manila, Philippines"],"raw_orcid":"https://orcid.org/0000-0002-7102-8815","affiliations":[{"raw_affiliation_string":"Ateneo de Manila University, Metro Manila, Philippines","institution_ids":["https://openalex.org/I19722"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008315818","display_name":"Maria Regina Justina E. Estuar","orcid":"https://orcid.org/0000-0003-0767-9485"},"institutions":[{"id":"https://openalex.org/I19722","display_name":"Ateneo de Manila University","ror":"https://ror.org/053kevk63","country_code":"PH","type":"education","lineage":["https://openalex.org/I19722"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Maria Regina Justina Estuar","raw_affiliation_strings":["Ateneo de Manila University, Metro Manila, Philippines"],"raw_orcid":"https://orcid.org/0000-0003-0767-9485","affiliations":[{"raw_affiliation_string":"Ateneo de Manila University, Metro Manila, Philippines","institution_ids":["https://openalex.org/I19722"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010887710","display_name":"Nicole Allison Co","orcid":"https://orcid.org/0000-0001-5556-2930"},"institutions":[{"id":"https://openalex.org/I19722","display_name":"Ateneo de Manila University","ror":"https://ror.org/053kevk63","country_code":"PH","type":"education","lineage":["https://openalex.org/I19722"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Nicole Allison Co","raw_affiliation_strings":["Ateneo de Manila University, Metro Manila, Philippines"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ateneo de Manila University, Metro Manila, Philippines","institution_ids":["https://openalex.org/I19722"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045638711","display_name":"Austin Sebastien Tan","orcid":"https://orcid.org/0000-0002-8205-0022"},"institutions":[{"id":"https://openalex.org/I19722","display_name":"Ateneo de Manila University","ror":"https://ror.org/053kevk63","country_code":"PH","type":"education","lineage":["https://openalex.org/I19722"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Austin Sebastien Tan","raw_affiliation_strings":["Ateneo de Manila University, Metro Manila, Philippines"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ateneo de Manila University, Metro Manila, Philippines","institution_ids":["https://openalex.org/I19722"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047149755","display_name":"Roland P. Abao","orcid":"https://orcid.org/0000-0001-6281-3822"},"institutions":[{"id":"https://openalex.org/I19722","display_name":"Ateneo de Manila University","ror":"https://ror.org/053kevk63","country_code":"PH","type":"education","lineage":["https://openalex.org/I19722"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Roland Abao","raw_affiliation_strings":["Ateneo de Manila University, Metro Manila, Philippines"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ateneo de Manila University, Metro Manila, Philippines","institution_ids":["https://openalex.org/I19722"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036588756","display_name":"Jelly Aureus","orcid":"https://orcid.org/0000-0003-1702-0094"},"institutions":[{"id":"https://openalex.org/I19722","display_name":"Ateneo de Manila University","ror":"https://ror.org/053kevk63","country_code":"PH","type":"education","lineage":["https://openalex.org/I19722"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Jelly Aureus","raw_affiliation_strings":["Ateneo de Manila University, Metro Manila, Philippines"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ateneo de Manila University, Metro Manila, Philippines","institution_ids":["https://openalex.org/I19722"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5044836622"],"corresponding_institution_ids":["https://openalex.org/I19722"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.1115,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.87614372,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"370","last_page":"388"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":1.0,"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/T10833","display_name":"Vaccine Coverage and Hesitancy","score":0.9775999784469604,"subfield":{"id":"https://openalex.org/subfields/3306","display_name":"Health"},"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/T12262","display_name":"Hate Speech and Cyberbullying Detection","score":0.9718999862670898,"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/disinformation","display_name":"Disinformation","score":0.980605959892273},{"id":"https://openalex.org/keywords/government","display_name":"Government (linguistics)","score":0.6339614391326904},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6206197738647461},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.5421950817108154},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.5027074813842773},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.3312598168849945},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.25723522901535034},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.17531049251556396},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.1119890809059143},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.0725504457950592}],"concepts":[{"id":"https://openalex.org/C2776552730","wikidata":"https://www.wikidata.org/wiki/Q189656","display_name":"Disinformation","level":3,"score":0.980605959892273},{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"score":0.6339614391326904},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6206197738647461},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5421950817108154},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.5027074813842773},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.3312598168849945},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.25723522901535034},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.17531049251556396},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.1119890809059143},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0725504457950592},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-05061-9_27","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-05061-9_27","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":[{"score":0.75,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W2067549128","https://openalex.org/W2098152954","https://openalex.org/W2102709459","https://openalex.org/W2582561810","https://openalex.org/W2924650110","https://openalex.org/W2929946334","https://openalex.org/W2945928904","https://openalex.org/W2963416784","https://openalex.org/W2969069848","https://openalex.org/W3019597125","https://openalex.org/W3036840722","https://openalex.org/W3044429417","https://openalex.org/W3045420183","https://openalex.org/W3085733793","https://openalex.org/W3085780071","https://openalex.org/W3094120060","https://openalex.org/W3153449519","https://openalex.org/W3155963088","https://openalex.org/W3157206169","https://openalex.org/W3158073235","https://openalex.org/W3171439301","https://openalex.org/W3174326274","https://openalex.org/W3205772609","https://openalex.org/W4206721428","https://openalex.org/W4240407251"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W3043508177","https://openalex.org/W4382752644","https://openalex.org/W4309170162","https://openalex.org/W3049488969","https://openalex.org/W4380353675","https://openalex.org/W2043544044","https://openalex.org/W3209170404","https://openalex.org/W2067549128","https://openalex.org/W2078289086"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
