{"id":"https://openalex.org/W3159964147","doi":"https://doi.org/10.35940/ijrte.f5472.039621","title":"Sentiment Analysis of the Academic Services of ESSU Salcedo Campus using Plutchik Model And Latent Dirichlet Allocation Algorithm","display_name":"Sentiment Analysis of the Academic Services of ESSU Salcedo Campus using Plutchik Model And Latent Dirichlet Allocation Algorithm","publication_year":2021,"publication_date":"2021-03-30","ids":{"openalex":"https://openalex.org/W3159964147","doi":"https://doi.org/10.35940/ijrte.f5472.039621","mag":"3159964147"},"language":"en","primary_location":{"id":"doi:10.35940/ijrte.f5472.039621","doi":"https://doi.org/10.35940/ijrte.f5472.039621","is_oa":true,"landing_page_url":"https://doi.org/10.35940/ijrte.f5472.039621","pdf_url":null,"source":{"id":"https://openalex.org/S4210169567","display_name":"International Journal of Recent Technology and Engineering (IJRTE)","issn_l":"2277-3878","issn":["2277-3878"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-20"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The International Journal of Recent Technology and Engineering (IJRTE)","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.35940/ijrte.f5472.039621","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047571477","display_name":"Hershey R. Alburo","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210159100","display_name":"Eastern Samar State University","ror":"https://ror.org/04zskzc62","country_code":"PH","type":"education","lineage":["https://openalex.org/I4210159100"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Hershey R. Alburo","raw_affiliation_strings":["Eastern Samar State University - Salcedo Campus, Salcedo Eastern Samar, Philippines"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Eastern Samar State University - Salcedo Campus, Salcedo Eastern Samar, Philippines","institution_ids":["https://openalex.org/I4210159100"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020964578","display_name":"Cherry Lyn C. Sta. Romana","orcid":"https://orcid.org/0000-0002-4201-3315","observed_orcids":["https://orcid.org/0000-0002-4201-3315"]},"institutions":[{"id":"https://openalex.org/I3131611854","display_name":"Cebu Institute of Technology University","ror":"https://ror.org/02a6jmr02","country_code":"PH","type":"education","lineage":["https://openalex.org/I3131611854"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Cherry Lyn C. Sta. Romana","raw_affiliation_strings":["Cebu Institute of Technology-University, Cebu City"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cebu Institute of Technology-University, Cebu City","institution_ids":["https://openalex.org/I3131611854"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070265094","display_name":"Lsrmie S. Feliscuzo","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I3131611854","display_name":"Cebu Institute of Technology University","ror":"https://ror.org/02a6jmr02","country_code":"PH","type":"education","lineage":["https://openalex.org/I3131611854"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Lsrmie S. Feliscuzo","raw_affiliation_strings":["Cebu Institute of Technology-University, Cebu City"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cebu Institute of Technology-University, Cebu City","institution_ids":["https://openalex.org/I3131611854"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2174,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.48448123,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":95},"biblio":{"volume":"9","issue":"6","first_page":"176","last_page":"183"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9990000128746033,"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":0.9990000128746033,"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/T11122","display_name":"Online Learning and Analytics","score":0.00039999998989515007,"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/T11039","display_name":"Evaluation of Teaching Practices","score":0.0003000000142492354,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"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/academic-services","display_name":"academic services","score":0.968999981880188},{"id":"https://openalex.org/keywords/latent-dirichlet-allocation","display_name":"latent Dirichlet allocation","score":0.8619999885559082},{"id":"https://openalex.org/keywords/nrc-emotion-lexicon","display_name":"NRC Emotion Lexicon","score":0.9039999842643738},{"id":"https://openalex.org/keywords/student-perceptions-of-teaching","display_name":"student perceptions of teaching","score":0.6679999828338623},{"id":"https://openalex.org/keywords/teacher-professionalism","display_name":"teacher professionalism","score":0.5580000281333923}],"concepts":[{"id":"https://openalex.org/C500882744","wikidata":"https://www.wikidata.org/wiki/Q269236","display_name":"Latent Dirichlet allocation","level":3,"score":0.9051414132118225},{"id":"https://openalex.org/C164614171","wikidata":"https://www.wikidata.org/wiki/Q5204775","display_name":"DECIPHER","level":2,"score":0.5929934978485107},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5706215500831604},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5549498200416565},{"id":"https://openalex.org/C2780510313","wikidata":"https://www.wikidata.org/wiki/Q178706","display_name":"Institution","level":2,"score":0.5403822064399719},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.4492923617362976},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.41772931814193726},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3788643181324005},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.3257756233215332},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31785064935684204},{"id":"https://openalex.org/C171686336","wikidata":"https://www.wikidata.org/wiki/Q3532085","display_name":"Topic model","level":2,"score":0.28897297382354736},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.28316929936408997},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.17004474997520447},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.1209191381931305},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.10560819506645203},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"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/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.35940/ijrte.f5472.039621","doi":"https://doi.org/10.35940/ijrte.f5472.039621","is_oa":true,"landing_page_url":"https://doi.org/10.35940/ijrte.f5472.039621","pdf_url":null,"source":{"id":"https://openalex.org/S4210169567","display_name":"International Journal of Recent Technology and Engineering (IJRTE)","issn_l":"2277-3878","issn":["2277-3878"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-20"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The International Journal of Recent Technology and Engineering (IJRTE)","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.35940/ijrte.f5472.039621","doi":"https://doi.org/10.35940/ijrte.f5472.039621","is_oa":true,"landing_page_url":"https://doi.org/10.35940/ijrte.f5472.039621","pdf_url":null,"source":{"id":"https://openalex.org/S4210169567","display_name":"International Journal of Recent Technology and Engineering (IJRTE)","issn_l":"2277-3878","issn":["2277-3878"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-20"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The International Journal of Recent Technology and Engineering (IJRTE)","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.9901999831199646,"display_name":"Quality education"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W222104007","https://openalex.org/W1712085223","https://openalex.org/W1880262756","https://openalex.org/W2012726875","https://openalex.org/W2040467972","https://openalex.org/W2161793142","https://openalex.org/W2322322155","https://openalex.org/W2334662257","https://openalex.org/W2341884480","https://openalex.org/W2373555655","https://openalex.org/W2442924240","https://openalex.org/W2549995850","https://openalex.org/W2583599233","https://openalex.org/W2601519830","https://openalex.org/W2602275038","https://openalex.org/W2612769033","https://openalex.org/W2755300769","https://openalex.org/W2769567294","https://openalex.org/W2775275049","https://openalex.org/W2778737626","https://openalex.org/W2782834701","https://openalex.org/W2800670487","https://openalex.org/W2906743075","https://openalex.org/W2913821620","https://openalex.org/W4246847644","https://openalex.org/W4248364992","https://openalex.org/W4253413772"],"related_works":["https://openalex.org/W3200278519","https://openalex.org/W6894174901","https://openalex.org/W6946045046","https://openalex.org/W4387801117","https://openalex.org/W3042812188","https://openalex.org/W7127609653","https://openalex.org/W4386096378","https://openalex.org/W3095594285","https://openalex.org/W4415201528","https://openalex.org/W7207090188"],"abstract_inverted_index":{"The":[0,115,160],"continuous":[1],"pursuit":[2],"of":[3,11,31,35,45,50,56,93,117,123,127,151,157,166,175],"quality":[4],"education":[5],"has":[6],"always":[7],"been":[8],"a":[9,139,170],"concern":[10],"higher":[12],"institutions.":[13],"This":[14,185],"can":[15],"be":[16],"seen":[17],"in":[18,29,65,101,110,132],"the":[19,27,36,94,111,167],"way":[20],"university":[21],"teachers":[22],"deliver":[23],"academic":[24,95,193],"services":[25,52,96],"to":[26,89,120,129,146,154,188,191],"students":[28,168],"terms":[30],"professionalism,":[32],"commitment,":[33],"knowledge":[34],"subject":[37],"matter,":[38],"teaching":[39],"for":[40],"independent":[41],"learning,":[42],"and":[43,75,97,144,149,179],"management":[44],"learning.":[46],"Students":[47,131],"as":[48],"recipients":[49],"these":[51],"are":[53],"significant":[54],"sources":[55],"information":[57],"about":[58],"their":[59,102],"course":[60],"interaction":[61],"that":[62,164],"takes":[63],"place":[64],"an":[66],"educational":[67],"system.":[68],"Utilizing":[69],"Latent":[70],"Dirichlet":[71],"Allocation":[72],"(LDA)":[73],"algorithm":[74],"sentiment":[76],"analysis":[77],"through":[78],"NRC":[79],"emotion":[80],"lexicons":[81],"based":[82],"on":[83],"Plutchik":[84],"Model,":[85],"this":[86],"study":[87,186],"aimed":[88,187],"decipher":[90],"students\u2019":[91,112],"sentiments":[92,172],"reveal":[98],"commonalities":[99],"contained":[100],"qualitative":[103],"responses.":[104],"Results":[105],"revealed":[106],"five":[107],"latent":[108],"themes":[109],"responses":[113],"as:":[114],"Disparity":[116],"Teaching":[118,152],"Assignment":[119],"Professors":[121],"Field":[122],"Expertise,":[124],"Professors\u2019":[125],"Expression":[126],"Willingness":[128],"Help":[130],"School-Related":[133],"Matters,":[134],"Desirable":[135],"Traits":[136],"Portrayed":[137],"by":[138,196],"Professional":[140],"Teacher,":[141],"Professor\u2019s":[142],"Commitment":[143],"Dedication":[145],"Classroom":[147],"Instruction,":[148],"Enhancement":[150],"Practices":[153],"Improve":[155],"Quality":[156],"Academic":[158],"Services.":[159],"results":[161],"also":[162],"suggest":[163],"majority":[165],"have":[169],"positive":[171],"(64.42%),":[173],"some":[174],"were":[176,182],"negative":[177],"(34.62%),":[178],"very":[180],"few":[181],"neutral":[183],"(0.95%).":[184],"give":[189],"inputs":[190],"any":[192],"interventions":[194],"undertaken":[195],"institution.":[197]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2}],"updated_date":"2026-08-27T14:10:00.468798","created_date":"2021-05-10T00:00:00"}
