{"id":"https://openalex.org/W4214930970","doi":"https://doi.org/10.1109/ccwc54503.2022.9720871","title":"Sentiment Analysis High_School' Feedback for Predicting Career Possibilities","display_name":"Sentiment Analysis High_School' Feedback for Predicting Career Possibilities","publication_year":2022,"publication_date":"2022-01-26","ids":{"openalex":"https://openalex.org/W4214930970","doi":"https://doi.org/10.1109/ccwc54503.2022.9720871"},"language":"en","primary_location":{"id":"doi:10.1109/ccwc54503.2022.9720871","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccwc54503.2022.9720871","pdf_url":null,"source":{"id":"https://openalex.org/S4363608098","display_name":"2022 IEEE 12th Annual Computing and Communication Workshop and Conference (CCWC)","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":"2022 IEEE 12th Annual Computing and Communication Workshop and Conference (CCWC)","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/A5013146268","display_name":"Nguyen Thi Phuong Giang","orcid":"https://orcid.org/0000-0002-3662-9797"},"institutions":[{"id":"https://openalex.org/I181727666","display_name":"University of Economics Ho Chi Minh City","ror":"https://ror.org/010yce376","country_code":"VN","type":"education","lineage":["https://openalex.org/I181727666"]},{"id":"https://openalex.org/I23582244","display_name":"Ho Chi Minh City University of Science","ror":"https://ror.org/05jfbgm49","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023","https://openalex.org/I23582244"]},{"id":"https://openalex.org/I4210120055","display_name":"Hong Bang International University","ror":"https://ror.org/02v5ef260","country_code":"VN","type":"education","lineage":["https://openalex.org/I4210120055"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Nguyen Thi Phuong Giang","raw_affiliation_strings":["Industriual University of Ho Chi Minh City,Ho Chi Minh City,Viet Nam","Industriual University of Ho Chi Minh City, Ho Chi Minh City, Viet Nam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Industriual University of Ho Chi Minh City,Ho Chi Minh City,Viet Nam","institution_ids":["https://openalex.org/I181727666","https://openalex.org/I23582244","https://openalex.org/I4210120055"]},{"raw_affiliation_string":"Industriual University of Ho Chi Minh City, Ho Chi Minh City, Viet Nam","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048993961","display_name":"Danh Thi Ngoc Anh","orcid":null},"institutions":[{"id":"https://openalex.org/I181727666","display_name":"University of Economics Ho Chi Minh City","ror":"https://ror.org/010yce376","country_code":"VN","type":"education","lineage":["https://openalex.org/I181727666"]},{"id":"https://openalex.org/I23582244","display_name":"Ho Chi Minh City University of Science","ror":"https://ror.org/05jfbgm49","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023","https://openalex.org/I23582244"]},{"id":"https://openalex.org/I4210120055","display_name":"Hong Bang International University","ror":"https://ror.org/02v5ef260","country_code":"VN","type":"education","lineage":["https://openalex.org/I4210120055"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Danh Thi Ngoc Anh","raw_affiliation_strings":["Industriual University of Ho Chi Minh City,Ho Chi Minh City,Viet Nam","Industriual University of Ho Chi Minh City, Ho Chi Minh City, Viet Nam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Industriual University of Ho Chi Minh City,Ho Chi Minh City,Viet Nam","institution_ids":["https://openalex.org/I181727666","https://openalex.org/I23582244","https://openalex.org/I4210120055"]},{"raw_affiliation_string":"Industriual University of Ho Chi Minh City, Ho Chi Minh City, Viet Nam","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001825154","display_name":"Truong Minh Tuan","orcid":null},"institutions":[{"id":"https://openalex.org/I181727666","display_name":"University of Economics Ho Chi Minh City","ror":"https://ror.org/010yce376","country_code":"VN","type":"education","lineage":["https://openalex.org/I181727666"]},{"id":"https://openalex.org/I23582244","display_name":"Ho Chi Minh City University of Science","ror":"https://ror.org/05jfbgm49","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023","https://openalex.org/I23582244"]},{"id":"https://openalex.org/I4210120055","display_name":"Hong Bang International University","ror":"https://ror.org/02v5ef260","country_code":"VN","type":"education","lineage":["https://openalex.org/I4210120055"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Truong Minh Tuan","raw_affiliation_strings":["Industriual University of Ho Chi Minh City,Ho Chi Minh City,Viet Nam","Industriual University of Ho Chi Minh City, Ho Chi Minh City, Viet Nam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Industriual University of Ho Chi Minh City,Ho Chi Minh City,Viet Nam","institution_ids":["https://openalex.org/I181727666","https://openalex.org/I23582244","https://openalex.org/I4210120055"]},{"raw_affiliation_string":"Industriual University of Ho Chi Minh City, Ho Chi Minh City, Viet Nam","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1038,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.23509144,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"0393","last_page":"0398"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9966999888420105,"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":0.9966999888420105,"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":0.9796000123023987,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.972000002861023,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/feeling","display_name":"Feeling","score":0.8807845115661621},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6250512599945068},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.5951104760169983},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5358836054801941},{"id":"https://openalex.org/keywords/raw-data","display_name":"Raw data","score":0.4754721224308014},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.46023795008659363},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.4404824376106262},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.43344977498054504},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36702901124954224},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3062974214553833},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.17858076095581055}],"concepts":[{"id":"https://openalex.org/C122980154","wikidata":"https://www.wikidata.org/wiki/Q205555","display_name":"Feeling","level":2,"score":0.8807845115661621},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6250512599945068},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.5951104760169983},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5358836054801941},{"id":"https://openalex.org/C132964779","wikidata":"https://www.wikidata.org/wiki/Q2110223","display_name":"Raw data","level":2,"score":0.4754721224308014},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.46023795008659363},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.4404824376106262},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.43344977498054504},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36702901124954224},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3062974214553833},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.17858076095581055},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ccwc54503.2022.9720871","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccwc54503.2022.9720871","pdf_url":null,"source":{"id":"https://openalex.org/S4363608098","display_name":"2022 IEEE 12th Annual Computing and Communication Workshop and Conference (CCWC)","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":"2022 IEEE 12th Annual Computing and Communication Workshop and Conference (CCWC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6399999856948853,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W170587066","https://openalex.org/W179179905","https://openalex.org/W963766209","https://openalex.org/W1594354023","https://openalex.org/W1680392829","https://openalex.org/W1978784529","https://openalex.org/W2001990008","https://openalex.org/W2002261357","https://openalex.org/W2022204871","https://openalex.org/W2038749650","https://openalex.org/W2096175520","https://openalex.org/W2138682549","https://openalex.org/W2140785063","https://openalex.org/W2145445683","https://openalex.org/W3006297858","https://openalex.org/W4239510810","https://openalex.org/W6606895652","https://openalex.org/W6607259140","https://openalex.org/W6637386731","https://openalex.org/W6674650171"],"related_works":["https://openalex.org/W2548633793","https://openalex.org/W3013279174","https://openalex.org/W2941935829","https://openalex.org/W2596247554","https://openalex.org/W3132372214","https://openalex.org/W4224284088","https://openalex.org/W4286571989","https://openalex.org/W2765903680","https://openalex.org/W4317653575","https://openalex.org/W3021501837"],"abstract_inverted_index":{"For":[0],"many":[1,13],"years,":[2],"the":[3,20,32,64,81,97,110,147,168,172,177,185],"issue":[4,54],"of":[5,10,35,163,176],"admissions":[6,36],"counseling":[7,37],"has":[8,93,112],"been":[9,94],"interest":[11],"to":[12,58,69,79,129,187],"people,":[14],"especially":[15],"students":[16,39,73],"and":[17,26,42,49,77,84,127,156,174],"parents.":[18],"Choosing":[19],"right":[21,82],"career,":[22],"following":[23],"your":[24],"abilities":[25,76,78],"skills":[27],"is":[28,51],"extremely":[29],"necessary.":[30],"However,":[31],"traditional":[33],"form":[34],"makes":[38],"feel":[40],"bored":[41],"uninterested.":[43],"In":[44],"addition,":[45],"understanding":[46],"students'":[47,137],"feelings":[48,138],"feedback":[50,91,135,189],"an":[52],"essential":[53],"when":[55],"directing":[56],"aspirations":[57],"universities":[59],"or":[60,107],"colleges.":[61],"Knowing":[62],"this,":[63],"study":[65,178],"offers":[66],"a":[67,131,161],"solution":[68],"help":[70],"high":[71],"school":[72],"understand":[74],"their":[75],"choose":[80],"career":[83],"knack":[85],"that":[86,146,157,171],"they":[87],"love.":[88],"The":[89,118,143],"student":[90],"dataset":[92],"collected":[95],"by":[96],"author":[98,111,119,169],"since":[99],"2015.":[100],"Next,":[101],"manually":[102],"removing":[103],"all":[104],"junk,":[105],"duplicate,":[106],"invalid":[108],"data,":[109],"more":[113],"than":[114,153],"52,000":[115],"raw":[116],"data.":[117],"then":[120],"used":[121],"three":[122],"algorithms,":[123],"Na\u00efve":[124,154],"Bayes,":[125],"SVM,":[126],"Entropy":[128,149],"build":[130],"model":[132],"for":[133,184],"analyzing":[134],"on":[136,140,190],"based":[139],"classification":[141],"algorithms.":[142],"results":[144,175],"proved":[145],"Maximum":[148],"algorithm":[150],"was":[151],"better":[152],"Bayes":[155],"vectors":[158],"supported":[159],"with":[160],"score":[162],"78%.":[164],"With":[165],"such":[166],"accuracy,":[167],"found":[170],"data":[173,182],"could":[179],"be":[180],"useful":[181],"sources":[183],"community":[186],"analyze":[188],"future":[191],"feelings.":[192]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}