{"id":"https://openalex.org/W4412119763","doi":"https://doi.org/10.1145/3719384.3719444","title":"Parallel Ensemble Approach for Named Entity Recognition in Filipino Text","display_name":"Parallel Ensemble Approach for Named Entity Recognition in Filipino Text","publication_year":2024,"publication_date":"2024-12-14","ids":{"openalex":"https://openalex.org/W4412119763","doi":"https://doi.org/10.1145/3719384.3719444"},"language":"en","primary_location":{"id":"doi:10.1145/3719384.3719444","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3719384.3719444","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3719384.3719444","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 7th Artificial Intelligence and Cloud Computing Conference","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3719384.3719444","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5013108233","display_name":"Ria A. Sagum","orcid":"https://orcid.org/0000-0002-7343-5297"},"institutions":[{"id":"https://openalex.org/I2800060660","display_name":"Polytechnic University of the Philippines","ror":"https://ror.org/00e7vmq69","country_code":"PH","type":"education","lineage":["https://openalex.org/I2800060660"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Ria A. Sagum","raw_affiliation_strings":["College of Computer and Information Sciences, Polytechnic University of the Philippines, Polytechnic, Philippines"],"raw_orcid":"https://orcid.org/0000-0002-7343-5297","affiliations":[{"raw_affiliation_string":"College of Computer and Information Sciences, Polytechnic University of the Philippines, Polytechnic, Philippines","institution_ids":["https://openalex.org/I2800060660"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016096241","display_name":"Janelle Kyra A. Sagum","orcid":"https://orcid.org/0009-0002-7377-6646"},"institutions":[{"id":"https://openalex.org/I2800060660","display_name":"Polytechnic University of the Philippines","ror":"https://ror.org/00e7vmq69","country_code":"PH","type":"education","lineage":["https://openalex.org/I2800060660"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Janelle Kyra A. Sagum","raw_affiliation_strings":["College of Computer and Information Sciences, Polytechnic University of the Philippines, Polytechnic, Philippines"],"raw_orcid":"https://orcid.org/0009-0002-7377-6646","affiliations":[{"raw_affiliation_string":"College of Computer and Information Sciences, Polytechnic University of the Philippines, Polytechnic, Philippines","institution_ids":["https://openalex.org/I2800060660"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I2800060660"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.34490192,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"409","last_page":"413"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","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/T10028","display_name":"Topic Modeling","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/T10181","display_name":"Natural Language Processing Techniques","score":0.9987999796867371,"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/T11719","display_name":"Data Quality and Management","score":0.9890000224113464,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7505614757537842},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5469149351119995},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46320024132728577},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4200802743434906}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7505614757537842},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5469149351119995},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46320024132728577},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4200802743434906}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3719384.3719444","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3719384.3719444","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3719384.3719444","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 7th Artificial Intelligence and Cloud Computing Conference","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3719384.3719444","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3719384.3719444","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3719384.3719444","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 7th Artificial Intelligence and Cloud Computing Conference","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4412119763.pdf","grobid_xml":"https://content.openalex.org/works/W4412119763.grobid-xml"},"referenced_works_count":12,"referenced_works":["https://openalex.org/W1988227422","https://openalex.org/W2323693207","https://openalex.org/W2333820424","https://openalex.org/W2747680751","https://openalex.org/W2916009164","https://openalex.org/W2918676931","https://openalex.org/W4323338346","https://openalex.org/W4323928813","https://openalex.org/W4367680609","https://openalex.org/W4389850326","https://openalex.org/W4391917913","https://openalex.org/W4392445345"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W3204019825"],"abstract_inverted_index":{"Named":[0,28,188],"Entities":[1],"play":[2],"a":[3,121,186],"crucial":[4],"role":[5],"in":[6],"various":[7,61],"natural":[8],"language":[9,55],"applications":[10],"such":[11,63,145],"as":[12,64,146],"automatic":[13],"text":[14,118],"summarization,":[15],"information":[16,18],"retrieval,":[17],"extraction,":[19],"question":[20],"answering,":[21],"and":[22,45,60,68,151,162],"machine":[23],"translation.":[24],"Systems":[25],"designed":[26],"for":[27,52,75],"Entity":[29,189],"Recognition":[30],"(NER)":[31],"employ":[32],"diverse":[33,114,183],"methodologies":[34],"to":[35,99,106,178],"label":[36],"words":[37],"with":[38,128],"specific":[39],"named":[40],"entities":[41,115,180],"like":[42],"persons,":[43],"organizations,":[44],"locations.":[46],"Research":[47],"efforts":[48],"focusing":[49],"on":[50],"NER":[51,109],"the":[53,77,100,125,130,169],"Filipino":[54],"have":[56],"utilized":[57],"handcrafted":[58],"rules":[59],"classifiers":[62],"SVM,":[65],"CRF,":[66],"HMM,":[67],"TBL.":[69],"These":[70],"studies":[71],"span":[72],"different":[73,117],"domains":[74,144,184],"testing":[76,139],"recognition":[78],"capabilities":[79],"of":[80,112,133,157],"their":[81,89],"systems.":[82],"While":[83],"achieving":[84,153],"promising":[85],"accuracy":[86,155],"rates":[87],"within":[88],"respective":[90],"domains,":[91],"these":[92],"systems":[93],"exhibit":[94],"varied":[95],"performance":[96],"when":[97],"applied":[98],"same":[101],"texts.":[102],"This":[103],"study":[104],"aims":[105],"develop":[107],"an":[108],"system":[110,171],"capable":[111],"recognizing":[113],"across":[116,140,182],"domains.":[119],"Employing":[120],"parallel":[122],"ensemble":[123],"method,":[124],"researchers":[126],"experimented":[127],"optimizing":[129],"weight":[131],"combinations":[132],"five":[134],"algorithms.":[135],"The":[136,165],"model":[137],"underwent":[138],"100":[141],"files":[142],"encompassing":[143],"News,":[147],"History,":[148],"Novel,":[149],"Political,":[150],"Speech,":[152],"computed":[154],"metrics":[156],"Precision:":[158],"89.56%,":[159],"Recall:":[160],"88.37%,":[161],"F-Measure:":[163],"88.62%.":[164],"results":[166],"indicate":[167],"that":[168],"developed":[170],"performs":[172],"acceptably":[173],"well,":[174],"demonstrating":[175],"its":[176],"capability":[177],"recognize":[179],"effectively":[181],"using":[185],"unified":[187],"Recognizer.":[190]},"counts_by_year":[],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}
