{"id":"https://openalex.org/W4386206751","doi":"https://doi.org/10.22624/aims/maths/v11n3p1","title":"Baseline Study of Different Sentiment Analysis Computing Methods to Enhance Quality Assurance In Teaching and Learning","display_name":"Baseline Study of Different Sentiment Analysis Computing Methods to Enhance Quality Assurance In Teaching and Learning","publication_year":2023,"publication_date":"2023-08-27","ids":{"openalex":"https://openalex.org/W4386206751","doi":"https://doi.org/10.22624/aims/maths/v11n3p1"},"language":"en","primary_location":{"id":"doi:10.22624/aims/maths/v11n3p1","doi":"https://doi.org/10.22624/aims/maths/v11n3p1","is_oa":true,"landing_page_url":"http://doi.org/10.22624/aims/maths/v11n3p1","pdf_url":"http://dx.doi.org/10.22624/aims/maths/v11n3p1","source":{"id":"https://openalex.org/S4210231064","display_name":"Advances in Multidisciplinary & Scientific Research Journal Publication","issn_l":"2488-8699","issn":["2488-8699"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Multidisciplinary and scientific Research Journal Publication","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"http://dx.doi.org/10.22624/aims/maths/v11n3p1","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050182977","display_name":"Emughedi Oghu","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I2800190170","display_name":"Federal University Lokoja","ror":"https://ror.org/018ced875","country_code":"NG","type":"education","lineage":["https://openalex.org/I2800190170"]}],"countries":["NG"],"is_corresponding":true,"raw_author_name":"Emughedi Oghu","raw_affiliation_strings":["Department of Computer Science Federal University Lokoja, Nigeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science Federal University Lokoja, Nigeria","institution_ids":["https://openalex.org/I2800190170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039474063","display_name":"Emeka Ogbuju","orcid":"https://orcid.org/0000-0002-0815-7139","observed_orcids":["https://orcid.org/0000-0002-0815-7139"]},"institutions":[{"id":"https://openalex.org/I2800190170","display_name":"Federal University Lokoja","ror":"https://ror.org/018ced875","country_code":"NG","type":"education","lineage":["https://openalex.org/I2800190170"]}],"countries":["NG"],"is_corresponding":false,"raw_author_name":"Emeka Ogbuju","raw_affiliation_strings":["Department of Computer Science Federal University Lokoja, Nigeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science Federal University Lokoja, Nigeria","institution_ids":["https://openalex.org/I2800190170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089058547","display_name":"Taiwo Abiodun","orcid":"https://orcid.org/0000-0002-0218-7732","observed_orcids":["https://orcid.org/0000-0002-0218-7732"]},"institutions":[{"id":"https://openalex.org/I2800190170","display_name":"Federal University Lokoja","ror":"https://ror.org/018ced875","country_code":"NG","type":"education","lineage":["https://openalex.org/I2800190170"]}],"countries":["NG"],"is_corresponding":false,"raw_author_name":"Taiwo Abiodun","raw_affiliation_strings":["Department of Computer Science Federal University Lokoja, Nigeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science Federal University Lokoja, Nigeria","institution_ids":["https://openalex.org/I2800190170"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039582396","display_name":"Francisca Onaolapo Oladipo","orcid":"https://orcid.org/0000-0003-0584-9145","observed_orcids":["https://orcid.org/0000-0003-0584-9145"]},"institutions":[{"id":"https://openalex.org/I2800190170","display_name":"Federal University Lokoja","ror":"https://ror.org/018ced875","country_code":"NG","type":"education","lineage":["https://openalex.org/I2800190170"]}],"countries":["NG"],"is_corresponding":false,"raw_author_name":"Francisca Oladipo","raw_affiliation_strings":["Department of Computer Science Federal University Lokoja, Nigeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science Federal University Lokoja, Nigeria","institution_ids":["https://openalex.org/I2800190170"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5050182977"],"corresponding_institution_ids":["https://openalex.org/I2800190170"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"11","issue":"3","first_page":"1","last_page":"20"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9951000213623047,"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":0.9951000213623047,"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":0.002400000113993883,"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":0.0010999999940395355,"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/sentiment-analysis","display_name":"sentiment analysis","score":0.9929999709129333},{"id":"https://openalex.org/keywords/quality-assurance-in-education","display_name":"educational quality assurance","score":0.8029999732971191},{"id":"https://openalex.org/keywords/higher-education","display_name":"higher education","score":0.8289999961853027},{"id":"https://openalex.org/keywords/student-feedback","display_name":"student feedback","score":0.8330000042915344},{"id":"https://openalex.org/keywords/student-learning-experience","display_name":"student learning experience","score":0.8539999723434448},{"id":"https://openalex.org/keywords/lexicon-based-sentiment-analysis","display_name":"lexicon-based sentiment analysis","score":0.8809999823570251},{"id":"https://openalex.org/keywords/supervised-learning","display_name":"supervised learning","score":0.6840000152587891},{"id":"https://openalex.org/keywords/social-media-sentiment","display_name":"social media sentiment","score":0.5170000195503235},{"id":"https://openalex.org/keywords/school-dropout","display_name":"school dropout","score":0.5509999990463257},{"id":"https://openalex.org/keywords/student-performance","display_name":"student performance","score":0.6510000228881836},{"id":"https://openalex.org/keywords/teaching-learning-process","display_name":"teaching-learning process","score":0.5189999938011169}],"concepts":[{"id":"https://openalex.org/C120912362","wikidata":"https://www.wikidata.org/wiki/Q136822","display_name":"Higher education","level":2,"score":0.5881854295730591},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5796871781349182},{"id":"https://openalex.org/C2780767217","wikidata":"https://www.wikidata.org/wiki/Q5532421","display_name":"Generality","level":2,"score":0.5337565541267395},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.4677838087081909},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45705294609069824},{"id":"https://openalex.org/C204983608","wikidata":"https://www.wikidata.org/wiki/Q2111958","display_name":"Productivity","level":2,"score":0.4451088309288025},{"id":"https://openalex.org/C2778491294","wikidata":"https://www.wikidata.org/wiki/Q1339824","display_name":"Mindset","level":2,"score":0.4339430630207062},{"id":"https://openalex.org/C21883318","wikidata":"https://www.wikidata.org/wiki/Q2297847","display_name":"Deliverable","level":2,"score":0.4283352196216583},{"id":"https://openalex.org/C106436119","wikidata":"https://www.wikidata.org/wiki/Q836575","display_name":"Quality assurance","level":3,"score":0.42044597864151},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.41679665446281433},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.39386147260665894},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.28533247113227844},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.2830701470375061},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.2670164108276367},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22543662786483765},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.18903669714927673},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.12127208709716797},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.11633861064910889},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.22624/aims/maths/v11n3p1","doi":"https://doi.org/10.22624/aims/maths/v11n3p1","is_oa":true,"landing_page_url":"http://doi.org/10.22624/aims/maths/v11n3p1","pdf_url":"http://dx.doi.org/10.22624/aims/maths/v11n3p1","source":{"id":"https://openalex.org/S4210231064","display_name":"Advances in Multidisciplinary & Scientific Research Journal Publication","issn_l":"2488-8699","issn":["2488-8699"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Multidisciplinary and scientific Research Journal Publication","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.22624/aims/maths/v11n3p1","doi":"https://doi.org/10.22624/aims/maths/v11n3p1","is_oa":true,"landing_page_url":"http://doi.org/10.22624/aims/maths/v11n3p1","pdf_url":"http://dx.doi.org/10.22624/aims/maths/v11n3p1","source":{"id":"https://openalex.org/S4210231064","display_name":"Advances in Multidisciplinary & Scientific Research Journal Publication","issn_l":"2488-8699","issn":["2488-8699"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Multidisciplinary and scientific Research Journal Publication","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Quality education","score":0.9901999831199646,"id":"https://metadata.un.org/sdg/4"}],"study_designs":[{"display_name":"Systematic Review","id":"https://openalex.org/study-designs/systematic-review"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4386206751.pdf","grobid_xml":"https://content.openalex.org/works/W4386206751.grobid-xml"},"referenced_works_count":66,"referenced_works":["https://openalex.org/W1567077825","https://openalex.org/W2320660302","https://openalex.org/W2402557713","https://openalex.org/W2589035132","https://openalex.org/W2594757410","https://openalex.org/W2618411074","https://openalex.org/W2621871146","https://openalex.org/W2692065720","https://openalex.org/W2760255222","https://openalex.org/W2770111576","https://openalex.org/W2780336799","https://openalex.org/W2791714810","https://openalex.org/W2793070678","https://openalex.org/W2802066037","https://openalex.org/W2802898729","https://openalex.org/W2803428000","https://openalex.org/W2805289586","https://openalex.org/W2809300301","https://openalex.org/W2876709698","https://openalex.org/W2884493613","https://openalex.org/W2895686586","https://openalex.org/W2903313674","https://openalex.org/W2945792041","https://openalex.org/W2955494956","https://openalex.org/W2958482160","https://openalex.org/W2968055463","https://openalex.org/W2978951523","https://openalex.org/W2980435651","https://openalex.org/W2997480929","https://openalex.org/W2999062431","https://openalex.org/W3001455619","https://openalex.org/W3006773697","https://openalex.org/W3011639165","https://openalex.org/W3022935508","https://openalex.org/W3088927960","https://openalex.org/W3089867263","https://openalex.org/W3090715827","https://openalex.org/W3102257629","https://openalex.org/W3118295810","https://openalex.org/W3123366370","https://openalex.org/W3138385016","https://openalex.org/W3145080286","https://openalex.org/W3159506165","https://openalex.org/W3163841364","https://openalex.org/W3198708518","https://openalex.org/W3205892908","https://openalex.org/W3214973351","https://openalex.org/W4210672319","https://openalex.org/W4281876090","https://openalex.org/W4285184422","https://openalex.org/W4289735798","https://openalex.org/W4312001989","https://openalex.org/W4313784108","https://openalex.org/W4318701055","https://openalex.org/W4322733944","https://openalex.org/W4322753693","https://openalex.org/W4323361899","https://openalex.org/W4323661351","https://openalex.org/W4361007310","https://openalex.org/W4362669277","https://openalex.org/W4364376115","https://openalex.org/W4366204244","https://openalex.org/W4376850783","https://openalex.org/W4381847840","https://openalex.org/W4383567570","https://openalex.org/W4385551210"],"related_works":["https://openalex.org/W3145080286","https://openalex.org/W7218123106","https://openalex.org/W4389584189","https://openalex.org/W3209731918","https://openalex.org/W2561197448","https://openalex.org/W4413194085","https://openalex.org/W4406706413","https://openalex.org/W3186573846","https://openalex.org/W4295066544","https://openalex.org/W7220666034"],"abstract_inverted_index":{"The":[0,286,312,347],"idea":[1],"of":[2,13,33,54,57,73,75,109,112,123,137,152,162,195,205,236,296,314,321,395,410],"modernization":[3],"has":[4],"become":[5],"a":[6,102,120,203],"norm":[7],"in":[8,51,71,240,269,280,333,342,412],"society,":[9],"and":[10,27,64,80,93,130,139,183,216,224,238,265,309,329,339,363,407],"the":[11,14,31,40,52,135,150,153,160,234,241,246,250,270,294,315,335,343],"quality":[12,235,267,340],"education":[15,144,181,242,271,345],"sector":[16,243],"that":[17,143,187,298,319],"is":[18,23,45,145],"been":[19],"delivered":[20],"to":[21,42,46,85,90,96,99,119,147,149,175,221,232,278,401],"society":[22,154],"worth":[24],"being":[25],"assessed,":[26],"this":[28,43,252],"will":[29,188],"reflect":[30],"caliber":[32],"graduands":[34],"these":[35,55,177,190],"institutions":[36,56,182,191],"are":[37,114,353],"producing.":[38],"As":[39],"key":[41],"assessment":[44,53,91],"x-ray":[47],"clear-cut":[48],"metrics":[49],"used":[50,324,349],"higher":[58,344],"learning":[59,81,86,219,239,337],"by":[60,198,210,228],"regulating":[61,199],"authorities,":[62],"parents,":[63],"other":[65,217,225],"stakeholders":[66],"These":[67],"institutions'":[68,110],"academic":[69],"deliverables":[70],"terms":[72],"availability":[74],"experienced":[76],"teachers,":[77],"modern":[78],"teaching":[79,237],"amenities,":[82],"open":[83,88],"access":[84,89],"materials,":[87],"results,":[92],"timely":[94],"responses":[95],"transcripts":[97],"application":[98],"mention":[100],"just":[101],"few":[103],"needs":[104],"proper":[105],"evaluation.":[106],"A":[107],"lot":[108],"indices":[111],"performance":[113],"not":[115],"encouraging,":[116],"which":[117,133,305],"translates":[118],"high":[121],"level":[122],"students":[124,223],"dropping":[125],"out,":[126],"poor":[127],"student":[128,336],"performance,":[129],"low":[131],"productivity":[132],"affects":[134],"standard":[136],"living":[138],"overall":[140],"planned":[141],"change":[142],"supposed":[146],"bring":[148],"generality":[151],"at":[155,256,425],"large.":[156],"We":[157],"must":[158],"appreciate":[159],"efforts":[161],"previous":[163],"researchers":[164,211,322],"who":[165],"have":[166,244,323],"spent":[167],"precious":[168],"time":[169],"using":[170,212,302],"various":[171],"sentiment":[172,230,325,350],"analysis":[173,231,326,331,351],"tools":[174,332],"unveil":[176],"challenges":[178],"facing":[179],"our":[180],"providing":[184],"far-reaching":[185],"measures":[186],"make":[189],"improve":[192,233],"all":[193],"indexes":[194],"measurement":[196],"approved":[197],"authorities":[200],"globally":[201],"as":[202,327],"mark":[204],"global":[206],"competitiveness.":[207],"Literature":[208],"reviews":[209,317],"natural":[213],"language":[214],"processing":[215],"machine":[218],"techniques":[220],"get":[222],"stakeholders\u2019":[226],"feedback":[227,328],"applying":[229],"yielded":[245],"required":[247],"results.":[248],"Given":[249],"above":[251],"research":[253,287],"effort":[254],"aimed":[255],"reviewing":[257],"published":[258,274],"papers":[259],"geared":[260],"towards":[261],"improving":[262],"learners'":[263],"experiences":[264],"enhancing":[266,334],"assurance":[268,341],"system":[272],"from":[273,283,293],"articles":[275,292],"between":[276],"2016":[277],"2023":[279],"referenced":[281],"databases":[282],"high-impact":[284],"journals.":[285],"study":[288],"collated":[289],"80":[290],"useful":[291],"pool":[295],"4595":[297],"were":[299],"earlier":[300],"surfed":[301],"eligibility":[303],"criteria":[304],"entailed":[306],"employing":[307],"exclusion":[308],"inclusion":[310],"characteristics.":[311],"outcome":[313],"literature":[316],"showed":[318],"70%":[320],"improvement":[330],"experience":[338],"sector.":[346],"highly":[348],"algorithms":[352],"lexicon-based,":[354],"Support":[355],"Vector":[356],"Machine":[357,373],"(SVM),":[358],"Na\u00efve":[359],"Bayes(NB),":[360],"Linear":[361],"Regression(LR),":[362],"Artificial":[364],"Neural":[365],"Network(ANN).":[366],"Keywords:":[367],"Sentiment":[368,397],"Analysis,":[369],"Education":[370],"Sector,":[371],"Supervised":[372],"Learning":[374],"Algorithms,":[375],"social":[376],"media,":[377],"Questionnaires,":[378],"Lexicon-based,":[379],"Natural":[380],"Language":[381],"Processing(NLP)":[382],"Emughedi":[383],"Oghu,":[384],"Emeka":[385],"Ogbuju,":[386],"Taiwo":[387],"Abiodun":[388],"&":[389,414],"Francisca":[390],"Oladipo..":[391],"(2023):":[392],"Baseline":[393],"Study":[394],"Different":[396],"Analysis":[398],"Computing":[399],"Methods":[400],"Enhance":[402],"Quality":[403],"Assurance":[404],"In":[405],"Teaching":[406],"Learning.":[408],"Journal":[409],"Advances":[411],"Mathematical":[413],"Computational":[415],"Science.":[416],"Vol.":[417],"10,":[418],"No.":[419],"4.":[420],"Pp":[421],"1-20":[422],"Available":[423],"online":[424],"www.isteams.net/mathematics-computationaljournal.":[426],"dx.doi.org/10.22624/AIMS/MATHS/V11N3P1":[427]},"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2023-08-28T00:00:00"}