{"id":"https://openalex.org/W2010975436","doi":"https://doi.org/10.1109/sera.2011.29","title":"Predicting Faculty Performance Using Regression Model in Data Mining","display_name":"Predicting Faculty Performance Using Regression Model in Data Mining","publication_year":2011,"publication_date":"2011-08-01","ids":{"openalex":"https://openalex.org/W2010975436","doi":"https://doi.org/10.1109/sera.2011.29","mag":"2010975436"},"language":"en","primary_location":{"id":"doi:10.1109/sera.2011.29","doi":"https://doi.org/10.1109/sera.2011.29","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sera.2011.29","pdf_url":null,"source":{"id":"https://openalex.org/S7407086165","display_name":"IEEE/ACIS International Conference on Software Engineering Research, Management and Applications (SERA)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 Ninth International Conference on Software Engineering Research, Management and Applications","raw_type":"proceedings-article"},"parent_works":[],"lineage":["https://openalex.org/W2010975436"],"child_works_count":0,"type":"conference-paper","is_traditional":true,"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/A5021716245","display_name":"Raymond S. Bermudez","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I2802993552","display_name":"Enverga University","ror":"https://ror.org/02fhfq388","country_code":"PH","type":"education","lineage":["https://openalex.org/I2802993552"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Raymond S. Bermudez","raw_affiliation_strings":["College of Computer Studies, Manuel S. Enverga University Foundation, Lucena City, Philippines","Coll. of Comput. Studies, Manuel S. Enverga Univ. Found., Lucena City, Philippines"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Studies, Manuel S. Enverga University Foundation, Lucena City, Philippines","institution_ids":["https://openalex.org/I2802993552"]},{"raw_affiliation_string":"Coll. of Comput. Studies, Manuel S. Enverga Univ. Found., Lucena City, Philippines","institution_ids":["https://openalex.org/I2802993552"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070088532","display_name":"Joseph O. Manalang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I888069255","display_name":"West Visayas State University","ror":"https://ror.org/02wbzep73","country_code":"PH","type":"education","lineage":["https://openalex.org/I888069255"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Joseph O. Manalang","raw_affiliation_strings":["Institute of ICT, West Visayas State University, Iloilo City, Philippines","Inst. of ICT, West Visayas State Univ., Iloilo City, Philippines"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of ICT, West Visayas State University, Iloilo City, Philippines","institution_ids":["https://openalex.org/I888069255"]},{"raw_affiliation_string":"Inst. of ICT, West Visayas State Univ., Iloilo City, Philippines","institution_ids":["https://openalex.org/I888069255"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001161800","display_name":"Bobby D. Gerardo","orcid":"https://orcid.org/0000-0001-8516-3850","observed_orcids":["https://orcid.org/0000-0001-8516-3850"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bobby D. Gerardo","raw_affiliation_strings":["DCN for BPO - Regional Command Center, Accenture Delivery Center, Mandaluyong City, Philippines"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DCN for BPO - Regional Command Center, Accenture Delivery Center, Mandaluyong City, Philippines","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005451361","display_name":"Bartolome T. Tanguilig","orcid":"https://orcid.org/0009-0000-1648-970X","observed_orcids":["https://orcid.org/0009-0000-1648-970X"]},"institutions":[{"id":"https://openalex.org/I4405278569","display_name":"Technological Institute of the Philippines-Quezon City","ror":"https://ror.org/007ehk224","country_code":"PH","type":"education","lineage":["https://openalex.org/I4405278569","https://openalex.org/I95350115"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Bartolome T. Tanguilig III","raw_affiliation_strings":["Coll. of Inf. Technol. Educ., Technol. Inst. of the Philippines, Quezon City, Philippines"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Coll. of Inf. Technol. Educ., Technol. Inst. of the Philippines, Quezon City, Philippines","institution_ids":["https://openalex.org/I4405278569"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":96},"biblio":{"volume":"14","issue":null,"first_page":"68","last_page":"72"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.7113999724388123,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T11122","display_name":"Online Learning and Analytics","score":0.7113999724388123,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.1876000016927719,"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/T13812","display_name":"AI and HR Technologies","score":0.07500000298023224,"subfield":{"id":"https://openalex.org/subfields/1407","display_name":"Organizational Behavior and Human Resource Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/academic-performance-evaluation","display_name":"academic performance evaluation","score":0.6639999747276306},{"id":"https://openalex.org/keywords/regression-models","display_name":"regression models","score":0.8899999856948853},{"id":"https://openalex.org/keywords/data-mining","display_name":"data mining","score":0.6840000152587891},{"id":"https://openalex.org/keywords/higher-education","display_name":"higher education","score":0.5799999833106995},{"id":"https://openalex.org/keywords/instructional-improvement","display_name":"teaching improvement","score":0.6200000047683716}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6621121168136597},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.6298879981040955},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.5327610373497009},{"id":"https://openalex.org/C148220186","wikidata":"https://www.wikidata.org/wiki/Q7111912","display_name":"Outcome (game theory)","level":2,"score":0.5322432518005371},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.49810290336608887},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.42698296904563904},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.31659725308418274},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.22532254457473755},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.15495479106903076},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08948969841003418},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/sera.2011.29","doi":"https://doi.org/10.1109/sera.2011.29","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sera.2011.29","pdf_url":null,"source":{"id":"https://openalex.org/S7407086165","display_name":"IEEE/ACIS International Conference on Software Engineering Research, Management and Applications (SERA)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 Ninth International Conference on Software Engineering Research, Management and Applications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality education","score":0.8278999924659729}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W25751097","https://openalex.org/W2098436338","https://openalex.org/W2118697091","https://openalex.org/W2146034851","https://openalex.org/W2153233077","https://openalex.org/W2912323841"],"related_works":["https://openalex.org/W3133444729","https://openalex.org/W4412964412","https://openalex.org/W7120579010","https://openalex.org/W2509598486","https://openalex.org/W2183963225","https://openalex.org/W7220162902","https://openalex.org/W7217165360","https://openalex.org/W4250454026","https://openalex.org/W3182399791","https://openalex.org/W7203627266"],"abstract_inverted_index":{"This":[0],"paper":[1,27],"investigates":[2],"the":[3,58],"different":[4],"attributes":[5],"used":[6,53],"in":[7,56,60],"evaluating":[8],"faculty":[9,20,35],"performance":[10,36],"to":[11,29],"come":[12],"up":[13],"with":[14],"a":[15,31,39],"regression":[16],"model":[17,32],"that":[18],"predicts":[19],"performance.":[21],"The":[22,46],"main":[23],"objective":[24],"of":[25,41,48],"this":[26,49],"is":[28],"develop":[30],"for":[33],"predicting":[34],"and":[37],"design":[38],"framework":[40],"data":[42],"mining":[43],"implementing":[44],"ETL.":[45],"outcome":[47],"research":[50],"could":[51],"be":[52],"as":[54],"basis":[55],"improving":[57],"instruction":[59],"an":[61],"academic":[62],"institution.":[63]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2015,"cited_by_count":2}],"updated_date":"2026-11-14T11:04:58.165337","created_date":"2016-06-24T00:00:00"}
