{"id":"https://openalex.org/W4200467164","doi":"https://doi.org/10.1145/3490725.3490746","title":"Sentiment Analysis of Facebook Posts Towards Good Governance Using SVM Algorithm: A Framework Proposal","display_name":"Sentiment Analysis of Facebook Posts Towards Good Governance Using SVM Algorithm: A Framework Proposal","publication_year":2021,"publication_date":"2021-09-17","ids":{"openalex":"https://openalex.org/W4200467164","doi":"https://doi.org/10.1145/3490725.3490746"},"language":"en","primary_location":{"id":"doi:10.1145/3490725.3490746","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3490725.3490746","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 The 4th International Conference on Machine Learning and Machine Intelligence","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/A5003634711","display_name":"Regina Garcia Almonte","orcid":"https://orcid.org/0000-0001-5114-7449"},"institutions":[{"id":"https://openalex.org/I4210107415","display_name":"University of Caloocan City","ror":"https://ror.org/01mm32049","country_code":"PH","type":"education","lineage":["https://openalex.org/I4210107415"]},{"id":"https://openalex.org/I4401726790","display_name":"City College of Calamba","ror":"https://ror.org/05cg4bn76","country_code":null,"type":"education","lineage":["https://openalex.org/I4401726790"]}],"countries":["PH"],"is_corresponding":true,"raw_author_name":"Regina Garcia Almonte","raw_affiliation_strings":["Computer Science, City College of Calamba, Philippines"],"affiliations":[{"raw_affiliation_string":"Computer Science, City College of Calamba, Philippines","institution_ids":["https://openalex.org/I4210107415","https://openalex.org/I4401726790"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079256474","display_name":"Luisito Lolong Lacatan","orcid":"https://orcid.org/0000-0001-6743-5824"},"institutions":[{"id":"https://openalex.org/I2799576119","display_name":"Laguna State Polytechnic University","ror":"https://ror.org/00qh12n88","country_code":"PH","type":"education","lineage":["https://openalex.org/I2799576119"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Luisito Lolong Lacatan","raw_affiliation_strings":["Computer Engineering, Laguna University, Philippines"],"affiliations":[{"raw_affiliation_string":"Computer Engineering, Laguna University, Philippines","institution_ids":["https://openalex.org/I2799576119"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5003634711"],"corresponding_institution_ids":["https://openalex.org/I4210107415","https://openalex.org/I4401726790"],"apc_list":null,"apc_paid":null,"fwci":0.2719,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.65045613,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"140","last_page":"144"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9998000264167786,"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/T11644","display_name":"Spam and Phishing Detection","score":0.9839000105857849,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9682999849319458,"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/support-vector-machine","display_name":"Support vector machine","score":0.7974395751953125},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.7793169021606445},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7739800214767456},{"id":"https://openalex.org/keywords/corporate-governance","display_name":"Corporate governance","score":0.6351923942565918},{"id":"https://openalex.org/keywords/citizen-journalism","display_name":"Citizen journalism","score":0.5963642597198486},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.423096239566803},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3657376170158386},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35892385244369507},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3254433274269104},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3246346414089203},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.17888683080673218},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.10978913307189941},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.10053408145904541}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7974395751953125},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.7793169021606445},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7739800214767456},{"id":"https://openalex.org/C39389867","wikidata":"https://www.wikidata.org/wiki/Q380767","display_name":"Corporate governance","level":2,"score":0.6351923942565918},{"id":"https://openalex.org/C203663800","wikidata":"https://www.wikidata.org/wiki/Q848979","display_name":"Citizen journalism","level":2,"score":0.5963642597198486},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.423096239566803},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3657376170158386},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35892385244369507},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3254433274269104},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3246346414089203},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.17888683080673218},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.10978913307189941},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.10053408145904541}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3490725.3490746","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3490725.3490746","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 The 4th International Conference on Machine Learning and Machine Intelligence","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.7699999809265137,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2136510663","https://openalex.org/W2183842764","https://openalex.org/W2247088741","https://openalex.org/W2588176795","https://openalex.org/W2612952973","https://openalex.org/W2618843390","https://openalex.org/W2736822468","https://openalex.org/W2762311242","https://openalex.org/W2764022545","https://openalex.org/W2967574425","https://openalex.org/W3009174163","https://openalex.org/W4230845400","https://openalex.org/W4383560187"],"related_works":["https://openalex.org/W2548633793","https://openalex.org/W2941935829","https://openalex.org/W3089396779","https://openalex.org/W2596247554","https://openalex.org/W4301373556","https://openalex.org/W3013279174","https://openalex.org/W3132372214","https://openalex.org/W4224284088","https://openalex.org/W4286571989","https://openalex.org/W4317653575"],"abstract_inverted_index":{"Good":[0],"governance":[1],"means":[2],"that":[3,57],"the":[4,10,22,27,33,62,69,80,101],"institutions":[5],"are":[6],"able":[7],"to":[8,48,85],"meet":[9],"needs":[11],"of":[12,26,36,65,73],"its":[13],"stakeholders.":[14],"It":[15],"is":[16,42],"participatory":[17],"and":[18,24,38,50,71,96,98],"inclusive":[19],"through":[20],"considering":[21],"opinions":[23,37],"sentiments":[25],"stakeholders":[28],"for":[29,54,82],"decision-making.":[30],"To":[31],"analyze":[32],"massive":[34],"number":[35],"sentiments,":[39],"sentiment":[40,55,83],"analysis":[41,56,84],"necessary.":[43],"Thus,":[44],"this":[45],"study":[46],"intends":[47],"devise":[49],"propose":[51],"a":[52],"framework":[53,78],"will":[58],"be":[59],"used":[60],"by":[61],"City":[63],"College":[64],"Calamba":[66],"(CCC)":[67],"towards":[68],"attainment":[70],"maintenance":[72],"good":[74],"governance.":[75],"The":[76],"proposed":[77],"presented":[79],"phases":[81],"develop":[86],"an":[87],"application/software:":[88],"data":[89,91,93],"acquisition,":[90],"pre-processing,":[92],"classification,":[94],"validation":[95],"evaluation,":[97],"integration":[99],"utilizing":[100],"Support":[102],"Vector":[103],"Machine":[104],"(SVM)":[105],"algorithm.":[106]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
