{"id":"https://openalex.org/W2972095172","doi":"https://doi.org/10.1109/ccoms.2019.8821682","title":"Feature Selection for Job Matching Application using Profile Matching Model","display_name":"Feature Selection for Job Matching Application using Profile Matching Model","publication_year":2019,"publication_date":"2019-02-01","ids":{"openalex":"https://openalex.org/W2972095172","doi":"https://doi.org/10.1109/ccoms.2019.8821682","mag":"2972095172"},"language":"en","primary_location":{"id":"doi:10.1109/ccoms.2019.8821682","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccoms.2019.8821682","pdf_url":null,"source":{"id":"https://openalex.org/S4306498485","display_name":"2019 IEEE 4th International Conference on Computer and Communication Systems (ICCCS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 4th International Conference on Computer and Communication Systems (ICCCS)","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/A5032201032","display_name":"Leah G. Rodriguez","orcid":"https://orcid.org/0000-0001-9230-5837"},"institutions":[{"id":"https://openalex.org/I95350115","display_name":"Technological Institute of the Philippines","ror":"https://ror.org/02p79p790","country_code":"PH","type":"education","lineage":["https://openalex.org/I95350115"]}],"countries":["PH"],"is_corresponding":true,"raw_author_name":"Leah G. Rodriguez","raw_affiliation_strings":["Graduate Programs, Technological Institute of the Philippines, Manila, Philippines"],"affiliations":[{"raw_affiliation_string":"Graduate Programs, Technological Institute of the Philippines, Manila, Philippines","institution_ids":["https://openalex.org/I95350115"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049789466","display_name":"Enrico P. Chavez","orcid":"https://orcid.org/0000-0002-7237-8681"},"institutions":[{"id":"https://openalex.org/I95350115","display_name":"Technological Institute of the Philippines","ror":"https://ror.org/02p79p790","country_code":"PH","type":"education","lineage":["https://openalex.org/I95350115"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Enrico P. Chavez","raw_affiliation_strings":["Graduate Programs, Technological Institute of the Philippines, Manila, Philippines"],"affiliations":[{"raw_affiliation_string":"Graduate Programs, Technological Institute of the Philippines, Manila, Philippines","institution_ids":["https://openalex.org/I95350115"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5032201032"],"corresponding_institution_ids":["https://openalex.org/I95350115"],"apc_list":null,"apc_paid":null,"fwci":6.7929,"has_fulltext":false,"cited_by_count":34,"citation_normalized_percentile":{"value":0.97487923,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"263","last_page":"266"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9970999956130981,"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"}},"topics":[{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9970999956130981,"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/T12384","display_name":"Customer churn and segmentation","score":0.9725000262260437,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9334999918937683,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.7963040471076965},{"id":"https://openalex.org/keywords/agency","display_name":"Agency (philosophy)","score":0.6905401349067688},{"id":"https://openalex.org/keywords/seekers","display_name":"Seekers","score":0.646934986114502},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6284396648406982},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.617622971534729},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5891950130462646},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5252273082733154},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.48084697127342224},{"id":"https://openalex.org/keywords/job-analysis","display_name":"Job analysis","score":0.4440460503101349},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.35804569721221924},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3574545085430145},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3325961232185364},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.27367979288101196},{"id":"https://openalex.org/keywords/management","display_name":"Management","score":0.12211182713508606},{"id":"https://openalex.org/keywords/job-satisfaction","display_name":"Job satisfaction","score":0.08127737045288086}],"concepts":[{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.7963040471076965},{"id":"https://openalex.org/C108170787","wikidata":"https://www.wikidata.org/wiki/Q3951828","display_name":"Agency (philosophy)","level":2,"score":0.6905401349067688},{"id":"https://openalex.org/C2776493517","wikidata":"https://www.wikidata.org/wiki/Q1479542","display_name":"Seekers","level":2,"score":0.646934986114502},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6284396648406982},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.617622971534729},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5891950130462646},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5252273082733154},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.48084697127342224},{"id":"https://openalex.org/C58346731","wikidata":"https://www.wikidata.org/wiki/Q627339","display_name":"Job analysis","level":3,"score":0.4440460503101349},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.35804569721221924},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3574545085430145},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3325961232185364},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.27367979288101196},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.12211182713508606},{"id":"https://openalex.org/C2718322","wikidata":"https://www.wikidata.org/wiki/Q629463","display_name":"Job satisfaction","level":2,"score":0.08127737045288086},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ccoms.2019.8821682","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccoms.2019.8821682","pdf_url":null,"source":{"id":"https://openalex.org/S4306498485","display_name":"2019 IEEE 4th International Conference on Computer and Communication Systems (ICCCS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 4th International Conference on Computer and Communication Systems (ICCCS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.6100000143051147}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1961183755","https://openalex.org/W2011430131","https://openalex.org/W2063771604","https://openalex.org/W2086552842","https://openalex.org/W2102831150","https://openalex.org/W2147734964","https://openalex.org/W2346567324","https://openalex.org/W3124610099"],"related_works":["https://openalex.org/W2146683837","https://openalex.org/W3142257907","https://openalex.org/W2890038060","https://openalex.org/W1489263010","https://openalex.org/W2765316354","https://openalex.org/W3149572812","https://openalex.org/W3124838578","https://openalex.org/W1500637420","https://openalex.org/W2184226000","https://openalex.org/W1918123646"],"abstract_inverted_index":{"The":[0],"advancement":[1],"of":[2,33,48,77,94,101],"technology":[3],"has":[4],"created":[5],"big":[6],"changes":[7],"to":[8,59,85,90,113],"speed":[9],"up":[10],"the":[11,46,57,61,71,75,78,80,92,95,99,102,106,111],"job":[12,36,96,103,120],"hiring":[13],"process":[14],"nowadays.":[15],"With":[16,74],"more":[17,126],"tools":[18,23],"developed,":[19],"companies":[20,123],"have":[21],"embraced":[22],"that":[24],"help":[25],"them":[26],"recruits'":[27],"talents.":[28],"This":[29,51,109],"is":[30,83],"a":[31,35,87,118],"research-in-progress":[32],"developing":[34],"matching":[37],"application":[38],"system":[39,82],"for":[40,56,117],"Job":[41],"Recruitment":[42],"Agency":[43],"specifically":[44],"in":[45,121],"province":[47],"Pangasinan,":[49],"Philippines.":[50],"paper":[52],"proposes":[53],"an":[54],"approach":[55],"agency":[58,112],"extract":[60],"relevant":[62],"information":[63],"from":[64],"resumes":[65],"and":[66,124],"analyze":[67],"it":[68],"based":[69],"on":[70],"different":[72,122],"attributes.":[73],"identification":[76],"attributes,":[79],"proposed":[81],"directed":[84],"adopt":[86],"clustering":[88],"algorithm":[89],"match":[91],"profile":[93],"seekers":[97],"against":[98],"requirements":[100],"posted":[104],"by":[105],"prospect":[107],"employers.":[108],"helps":[110],"find":[114],"suitable":[115],"candidates":[116],"particular":[119],"make":[125],"informed":[127],"decisions.":[128]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":3}],"updated_date":"2026-04-20T07:46:08.049788","created_date":"2025-10-10T00:00:00"}