{"id":"https://openalex.org/W4382201691","doi":"https://doi.org/10.1145/3582768.3582781","title":"Changing Topics for Changing Times: Thematic and Temporal-Based Analysis of the Philippine Senatorial and Midterm Elections","display_name":"Changing Topics for Changing Times: Thematic and Temporal-Based Analysis of the Philippine Senatorial and Midterm Elections","publication_year":2022,"publication_date":"2022-12-16","ids":{"openalex":"https://openalex.org/W4382201691","doi":"https://doi.org/10.1145/3582768.3582781"},"language":"en","primary_location":{"id":"doi:10.1145/3582768.3582781","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3582768.3582781","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2022 6th International Conference on Natural Language Processing and Information Retrieval","raw_type":"proceedings-article"},"type":"article","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/A5085974678","display_name":"Lamar Clarence Cruz","orcid":"https://orcid.org/0000-0002-1117-9195"},"institutions":[{"id":"https://openalex.org/I4210090490","display_name":"National University","ror":"https://ror.org/000a8qk84","country_code":"PH","type":"education","lineage":["https://openalex.org/I4210090490"]}],"countries":["PH"],"is_corresponding":true,"raw_author_name":"Lamar Clarence Cruz","raw_affiliation_strings":["College of Computing and Information Technologies, National University-Manila, Philippines"],"raw_orcid":"https://orcid.org/0000-0002-1117-9195","affiliations":[{"raw_affiliation_string":"College of Computing and Information Technologies, National University-Manila, Philippines","institution_ids":["https://openalex.org/I4210090490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012684535","display_name":"Jessica Nicole Dela Cruz","orcid":"https://orcid.org/0000-0002-2078-723X"},"institutions":[{"id":"https://openalex.org/I4210090490","display_name":"National University","ror":"https://ror.org/000a8qk84","country_code":"PH","type":"education","lineage":["https://openalex.org/I4210090490"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Jessica Nicole Dela Cruz","raw_affiliation_strings":["College of Computing and Information Technologies, National University-Manila, Philippines"],"raw_orcid":"https://orcid.org/0000-0002-2078-723X","affiliations":[{"raw_affiliation_string":"College of Computing and Information Technologies, National University-Manila, Philippines","institution_ids":["https://openalex.org/I4210090490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011429121","display_name":"Shane Francis Maglangit","orcid":"https://orcid.org/0000-0003-2525-7358"},"institutions":[{"id":"https://openalex.org/I4210090490","display_name":"National University","ror":"https://ror.org/000a8qk84","country_code":"PH","type":"education","lineage":["https://openalex.org/I4210090490"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Shane Francis Maglangit","raw_affiliation_strings":["College of Computing and Information Technologies, National University-Manila, Philippines"],"raw_orcid":"https://orcid.org/0000-0003-2525-7358","affiliations":[{"raw_affiliation_string":"College of Computing and Information Technologies, National University-Manila, Philippines","institution_ids":["https://openalex.org/I4210090490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053473300","display_name":"Mico C. Magtira","orcid":"https://orcid.org/0000-0003-2681-3918"},"institutions":[{"id":"https://openalex.org/I4210090490","display_name":"National University","ror":"https://ror.org/000a8qk84","country_code":"PH","type":"education","lineage":["https://openalex.org/I4210090490"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Mico Magtira","raw_affiliation_strings":["College of Computing and Information Technologies, National University-Manila, Philippines"],"raw_orcid":"https://orcid.org/0000-0003-2681-3918","affiliations":[{"raw_affiliation_string":"College of Computing and Information Technologies, National University-Manila, Philippines","institution_ids":["https://openalex.org/I4210090490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040428208","display_name":"Joseph Marvin Imperial","orcid":"https://orcid.org/0000-0003-1073-6129"},"institutions":[{"id":"https://openalex.org/I4210090490","display_name":"National University","ror":"https://ror.org/000a8qk84","country_code":"PH","type":"education","lineage":["https://openalex.org/I4210090490"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Joseph Marvin Imperial","raw_affiliation_strings":["College of Computing and Information Technologies, National University-Manila, Philippines"],"raw_orcid":"https://orcid.org/0000-0003-1073-6129","affiliations":[{"raw_affiliation_string":"College of Computing and Information Technologies, National University-Manila, Philippines","institution_ids":["https://openalex.org/I4210090490"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101669964","display_name":"Ram\u00f3n Rodr\u00edguez","orcid":"https://orcid.org/0000-0001-5570-664X"},"institutions":[{"id":"https://openalex.org/I4210090490","display_name":"National University","ror":"https://ror.org/000a8qk84","country_code":"PH","type":"education","lineage":["https://openalex.org/I4210090490"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Ramon Rodriguez","raw_affiliation_strings":["College of Computing and Information Technologies, National University-Manila, Philippines"],"raw_orcid":"https://orcid.org/0000-0001-5570-664X","affiliations":[{"raw_affiliation_string":"College of Computing and Information Technologies, National University-Manila, Philippines","institution_ids":["https://openalex.org/I4210090490"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5085974678"],"corresponding_institution_ids":["https://openalex.org/I4210090490"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.29322198,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"130","last_page":"136"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10557","display_name":"Social Media and Politics","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"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/T10557","display_name":"Social Media and Politics","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"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/T10133","display_name":"Media Studies and Communication","score":0.9656999707221985,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"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/T13718","display_name":"Media Influence and Politics","score":0.9294000267982483,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/opposition","display_name":"Opposition (politics)","score":0.7921440601348877},{"id":"https://openalex.org/keywords/publicity","display_name":"Publicity","score":0.6714227795600891},{"id":"https://openalex.org/keywords/democracy","display_name":"Democracy","score":0.6179006695747375},{"id":"https://openalex.org/keywords/criticism","display_name":"Criticism","score":0.5985090732574463},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.5451750159263611},{"id":"https://openalex.org/keywords/general-election","display_name":"General election","score":0.534515917301178},{"id":"https://openalex.org/keywords/thematic-analysis","display_name":"Thematic analysis","score":0.527029812335968},{"id":"https://openalex.org/keywords/public-relations","display_name":"Public relations","score":0.45893120765686035},{"id":"https://openalex.org/keywords/media-studies","display_name":"Media studies","score":0.37815988063812256},{"id":"https://openalex.org/keywords/political-economy","display_name":"Political economy","score":0.32579028606414795},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.2899680733680725},{"id":"https://openalex.org/keywords/politics","display_name":"Politics","score":0.23227748274803162},{"id":"https://openalex.org/keywords/qualitative-research","display_name":"Qualitative research","score":0.20324569940567017},{"id":"https://openalex.org/keywords/social-science","display_name":"Social science","score":0.17839118838310242},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.11540839076042175}],"concepts":[{"id":"https://openalex.org/C2780668109","wikidata":"https://www.wikidata.org/wiki/Q192852","display_name":"Opposition (politics)","level":3,"score":0.7921440601348877},{"id":"https://openalex.org/C2776003135","wikidata":"https://www.wikidata.org/wiki/Q1333727","display_name":"Publicity","level":2,"score":0.6714227795600891},{"id":"https://openalex.org/C555826173","wikidata":"https://www.wikidata.org/wiki/Q7174","display_name":"Democracy","level":3,"score":0.6179006695747375},{"id":"https://openalex.org/C7991579","wikidata":"https://www.wikidata.org/wiki/Q17955","display_name":"Criticism","level":2,"score":0.5985090732574463},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.5451750159263611},{"id":"https://openalex.org/C59742305","wikidata":"https://www.wikidata.org/wiki/Q1076105","display_name":"General election","level":3,"score":0.534515917301178},{"id":"https://openalex.org/C74196892","wikidata":"https://www.wikidata.org/wiki/Q7781188","display_name":"Thematic analysis","level":3,"score":0.527029812335968},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.45893120765686035},{"id":"https://openalex.org/C29595303","wikidata":"https://www.wikidata.org/wiki/Q165650","display_name":"Media studies","level":1,"score":0.37815988063812256},{"id":"https://openalex.org/C138921699","wikidata":"https://www.wikidata.org/wiki/Q47555","display_name":"Political economy","level":1,"score":0.32579028606414795},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.2899680733680725},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.23227748274803162},{"id":"https://openalex.org/C190248442","wikidata":"https://www.wikidata.org/wiki/Q839486","display_name":"Qualitative research","level":2,"score":0.20324569940567017},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.17839118838310242},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.11540839076042175}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3582768.3582781","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3582768.3582781","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2022 6th International Conference on Natural Language Processing and Information Retrieval","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.6100000143051147,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W211625369","https://openalex.org/W1515187581","https://openalex.org/W2038043464","https://openalex.org/W2163900343","https://openalex.org/W2220785105","https://openalex.org/W2585577269","https://openalex.org/W2794018117","https://openalex.org/W2889276617","https://openalex.org/W2896457183","https://openalex.org/W2904592940","https://openalex.org/W3100806282","https://openalex.org/W3109480469","https://openalex.org/W3134283136","https://openalex.org/W3135222185","https://openalex.org/W3168184505","https://openalex.org/W4287634080","https://openalex.org/W4293061304"],"related_works":["https://openalex.org/W2365237607","https://openalex.org/W2394083072","https://openalex.org/W2359160503","https://openalex.org/W2370536927","https://openalex.org/W2386772716","https://openalex.org/W2387992839","https://openalex.org/W564414432","https://openalex.org/W3153269322","https://openalex.org/W2369117590","https://openalex.org/W2352430441"],"abstract_inverted_index":{"Elections":[0],"in":[1,11,60,109,114],"the":[2,7,12,24,29,38,56,61,64,82,104,125,150],"Philippines":[3,62],"are":[4,43],"one":[5],"of":[6,58],"most":[8,147],"prominent":[9],"events":[10],"country.":[13],"It":[14],"is":[15],"a":[16,90],"time":[17],"when":[18],"people":[19],"choose":[20],"their":[21,97,122],"leader":[22],"through":[23],"democratic":[25],"election":[26,67,98],"process.":[27],"During":[28],"electoral":[30],"campaign,":[31],"candidates":[32,87,106,131],"try":[33],"several":[34],"strategies":[35],"to":[36,80,85],"win":[37],"election.":[39],"However,":[40],"victors":[41],"emerge":[42,138],"those":[44],"familiar":[45],"and":[46,70,88,111,119,143,152],"have":[47,54],"mass-based":[48],"support.":[49],"In":[50],"this":[51],"paper,":[52],"we":[53],"investigated":[55],"perception":[57],"netizens":[59],"for":[63],"last":[65],"two":[66],"seasons,":[68],"2019":[69,110,151],"2022,":[71],"based":[72],"on":[73,92],"Twitter":[74],"data.":[75],"Thematic":[76],"analyses":[77],"were":[78],"conducted":[79],"determine":[81],"themes":[83],"related":[84],"winning":[86],"create":[89],"link":[91],"how":[93],"they":[94],"may":[95],"affect":[96],"success.":[99],"The":[100],"study":[101],"found":[102],"that":[103,130],"top":[105],"(Cynthia":[107],"Villar":[108],"Robinhood":[112],"Padilla":[113],"2022)":[115],"mainly":[116],"received":[117],"criticism":[118],"opposition":[120],"towards":[121],"campaigns":[123],"from":[124],"themes.":[126],"Moreover,":[127],"findings":[128],"suggest":[129],"with":[132],"more":[133],"negative":[134],"or":[135],"positive":[136],"publicity":[137],"as":[139],"winners.":[140],"Long-time":[141],"politicians":[142],"organized":[144],"groups":[145],"endorsed":[146],"winners":[148],"during":[149],"2022":[153],"elections.":[154]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}