{"id":"https://openalex.org/W4225551989","doi":"https://doi.org/10.3390/info13030152","title":"Study of the Yahoo-Yahoo Hash-Tag Tweets Using Sentiment Analysis and Opinion Mining Algorithms","display_name":"Study of the Yahoo-Yahoo Hash-Tag Tweets Using Sentiment Analysis and Opinion Mining Algorithms","publication_year":2022,"publication_date":"2022-03-15","ids":{"openalex":"https://openalex.org/W4225551989","doi":"https://doi.org/10.3390/info13030152"},"language":"en","primary_location":{"id":"doi:10.3390/info13030152","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info13030152","pdf_url":"https://www.mdpi.com/2078-2489/13/3/152/pdf?version=1647419764","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2078-2489/13/3/152/pdf?version=1647419764","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5017416736","display_name":"Adebayo Abayomi\u2010Alli","orcid":"https://orcid.org/0000-0002-3875-1606"},"institutions":[{"id":"https://openalex.org/I18045400","display_name":"Federal University of Agriculture","ror":"https://ror.org/050s1zm26","country_code":"NG","type":"education","lineage":["https://openalex.org/I18045400"]}],"countries":["NG"],"is_corresponding":true,"raw_author_name":"Adebayo Abayomi-Alli","raw_affiliation_strings":["Department of Computer Science, Federal University of Agriculture, Abeokuta 110124, Nigeria"],"raw_orcid":"https://orcid.org/0000-0002-3875-1606","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Federal University of Agriculture, Abeokuta 110124, Nigeria","institution_ids":["https://openalex.org/I18045400"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032655161","display_name":"Olusola Abayomi\u2010Alli","orcid":"https://orcid.org/0000-0003-2513-5318"},"institutions":[{"id":"https://openalex.org/I172574986","display_name":"Kaunas University of Technology","ror":"https://ror.org/01me6gb93","country_code":"LT","type":"education","lineage":["https://openalex.org/I172574986"]}],"countries":["LT"],"is_corresponding":false,"raw_author_name":"Olusola Abayomi-Alli","raw_affiliation_strings":["Department of Software Engineering, Kaunas University of Technology, 44249 Kaunas, Lithuania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Software Engineering, Kaunas University of Technology, 44249 Kaunas, Lithuania","institution_ids":["https://openalex.org/I172574986"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064136287","display_name":"Sanjay Misra","orcid":"https://orcid.org/0000-0002-3556-9331"},"institutions":[{"id":"https://openalex.org/I19923696","display_name":"\u00d8stfold University College","ror":"https://ror.org/04gf7fp41","country_code":"NO","type":"education","lineage":["https://openalex.org/I19923696"]}],"countries":["NO"],"is_corresponding":true,"raw_author_name":"Sanjay Misra","raw_affiliation_strings":["Department of Computer Science and Communication, \u00d8stfold University College, 1757 Halden, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Communication, \u00d8stfold University College, 1757 Halden, Norway","institution_ids":["https://openalex.org/I19923696"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044499999","display_name":"Luis Fern\u00e1ndez Sanz","orcid":"https://orcid.org/0000-0003-0778-0073"},"institutions":[{"id":"https://openalex.org/I189268942","display_name":"Universidad de Alcal\u00e1","ror":"https://ror.org/04pmn0e78","country_code":"ES","type":"education","lineage":["https://openalex.org/I189268942"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Luis Fernandez-Sanz","raw_affiliation_strings":["Department of Computer Science, University of Alcala, 28801 Madrid, Spain"],"raw_orcid":"https://orcid.org/0000-0003-0778-0073","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Alcala, 28801 Madrid, Spain","institution_ids":["https://openalex.org/I189268942"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5017416736","https://openalex.org/A5064136287"],"corresponding_institution_ids":["https://openalex.org/I18045400","https://openalex.org/I19923696"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":3.7454,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.9390789,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"13","issue":"3","first_page":"152","last_page":"152"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9997000098228455,"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":0.9997000098228455,"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/T12262","display_name":"Hate Speech and Cyberbullying Detection","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/T11644","display_name":"Spam and Phishing Detection","score":0.9969000220298767,"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/sentiment-analysis","display_name":"Sentiment analysis","score":0.8239116668701172},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7625741362571716},{"id":"https://openalex.org/keywords/microblogging","display_name":"Microblogging","score":0.7059341073036194},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.6970672607421875},{"id":"https://openalex.org/keywords/latent-dirichlet-allocation","display_name":"Latent Dirichlet allocation","score":0.6614800691604614},{"id":"https://openalex.org/keywords/topic-model","display_name":"Topic model","score":0.5279659032821655},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4855460822582245},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.46920838952064514},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43653571605682373},{"id":"https://openalex.org/keywords/hash-function","display_name":"Hash function","score":0.41557827591896057},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.23928841948509216}],"concepts":[{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.8239116668701172},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7625741362571716},{"id":"https://openalex.org/C143275388","wikidata":"https://www.wikidata.org/wiki/Q92438","display_name":"Microblogging","level":3,"score":0.7059341073036194},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.6970672607421875},{"id":"https://openalex.org/C500882744","wikidata":"https://www.wikidata.org/wiki/Q269236","display_name":"Latent Dirichlet allocation","level":3,"score":0.6614800691604614},{"id":"https://openalex.org/C171686336","wikidata":"https://www.wikidata.org/wiki/Q3532085","display_name":"Topic model","level":2,"score":0.5279659032821655},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4855460822582245},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.46920838952064514},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43653571605682373},{"id":"https://openalex.org/C99138194","wikidata":"https://www.wikidata.org/wiki/Q183427","display_name":"Hash function","level":2,"score":0.41557827591896057},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.23928841948509216},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/info13030152","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info13030152","pdf_url":"https://www.mdpi.com/2078-2489/13/3/152/pdf?version=1647419764","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:2b0c1a3b729e4fb9b2c14260d54faea4","is_oa":false,"landing_page_url":"https://doaj.org/article/2b0c1a3b729e4fb9b2c14260d54faea4","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Information, Vol 13, Iss 3, p 152 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2078-2489/13/3/152/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/info13030152","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Information; Volume 13; Issue 3; Pages: 152","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/info13030152","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info13030152","pdf_url":"https://www.mdpi.com/2078-2489/13/3/152/pdf?version=1647419764","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.5}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4225551989.pdf"},"referenced_works_count":44,"referenced_works":["https://openalex.org/W168564468","https://openalex.org/W1871142974","https://openalex.org/W2006614161","https://openalex.org/W2099813784","https://openalex.org/W2131850886","https://openalex.org/W2342144734","https://openalex.org/W2416164492","https://openalex.org/W2440930058","https://openalex.org/W2508426536","https://openalex.org/W2525918858","https://openalex.org/W2539588327","https://openalex.org/W2582654955","https://openalex.org/W2602939797","https://openalex.org/W2769317996","https://openalex.org/W2775316250","https://openalex.org/W2786315637","https://openalex.org/W2790156793","https://openalex.org/W2808157484","https://openalex.org/W2924035390","https://openalex.org/W2940449415","https://openalex.org/W2944847795","https://openalex.org/W2952227681","https://openalex.org/W2969075210","https://openalex.org/W2972759136","https://openalex.org/W2979131645","https://openalex.org/W2979963738","https://openalex.org/W2993412442","https://openalex.org/W3004035668","https://openalex.org/W3008892306","https://openalex.org/W3012476883","https://openalex.org/W3022491059","https://openalex.org/W3037346268","https://openalex.org/W3044866491","https://openalex.org/W3110713756","https://openalex.org/W3123719292","https://openalex.org/W3144955980","https://openalex.org/W4244862656","https://openalex.org/W6634901647","https://openalex.org/W6704557995","https://openalex.org/W6733028620","https://openalex.org/W6735611093","https://openalex.org/W6764431415","https://openalex.org/W6771545559","https://openalex.org/W6777481144"],"related_works":["https://openalex.org/W2047050287","https://openalex.org/W2888805565","https://openalex.org/W4312773271","https://openalex.org/W4315588616","https://openalex.org/W2494246486","https://openalex.org/W2769501189","https://openalex.org/W2962686197","https://openalex.org/W2207653751","https://openalex.org/W4293863151","https://openalex.org/W2122605835"],"abstract_inverted_index":{"Mining":[0],"opinion":[1],"on":[2,176],"social":[3,178],"media":[4,179],"microblogs":[5],"presents":[6],"opportunities":[7],"to":[8,26],"extract":[9],"meaningful":[10],"insight":[11],"from":[12,15,37],"the":[13,19,97,117,168,199],"public":[14],"trending":[16],"issues":[17],"like":[18],"\u201cyahoo-yahoo\u201d":[20,38],"which":[21],"in":[22,158,167,196],"Nigeria,":[23],"is":[24],"synonymous":[25],"cybercrime.":[27],"In":[28],"this":[29],"study,":[30],"content":[31],"analysis":[32],"of":[33,49,110,121,128,194],"selected":[34],"historical":[35],"tweets":[36,51,106,197],"hash-tag":[39],"was":[40,52],"conducted":[41],"for":[42,65,87,112,138],"sentiment":[43,88,119,150,159],"and":[44,54,80,92,107,126,130,133,136,140,143,148,162,187],"topic":[45,90,93,169],"modelling.":[46,170],"A":[47],"corpus":[48,98],"5500":[50],"obtained":[53],"pre-processed":[55],"using":[56,116],"a":[57,108],"pre-trained":[58],"tweet":[59,102],"tokenizer":[60],"while":[61],"Valence":[62],"Aware":[63],"Dictionary":[64],"Sentiment":[66],"Reasoning":[67],"(VADER),":[68],"Liu":[69,144,146,156],"Hu":[70,147,157],"method,":[71],"Latent":[72,76],"Dirichlet":[73],"Allocation":[74],"(LDA),":[75],"Semantic":[77],"Indexing":[78],"(LSI)":[79],"Multidimensional":[81],"Scaling":[82],"(MDS)":[83],"graphs":[84],"were":[85],"used":[86],"analysis,":[89,160],"modelling":[91],"visualization.":[94],"Results":[95],"showed":[96],"had":[99],"173":[100],"unique":[101],"clusters,":[103],"5327":[104],"duplicates":[105],"frequency":[109],"9555":[111],"\u201cyahoo\u201d.":[113],"Further":[114],"validation":[115],"mean":[118],"scores":[120],"ten":[122],"volunteers":[123],"returned":[124,164],"R":[125],"R2":[127],"0.8038":[129],"0.6402;":[131],"0.5994":[132],"0.3463;":[134],"0.5999":[135],"0.3586":[137],"Human":[139,142],"VADER;":[141],"Hu;":[145],"VADER":[149,154],"scores,":[151],"respectively.":[152],"While":[153],"outperforms":[155],"LDA":[161],"LSI":[163],"similar":[165],"results":[166],"The":[171],"study":[172],"confirms":[173],"VADER\u2019s":[174],"performance":[175],"unstructured":[177],"data":[180],"containing":[181],"non-English":[182],"slangs,":[183],"conjunctions,":[184],"emoticons,":[185],"etc.":[186],"proved":[188],"that":[189],"emojis":[190],"are":[191],"more":[192],"representative":[193],"sentiments":[195],"than":[198],"texts.":[200]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":6}],"updated_date":"2026-05-22T06:13:13.366637","created_date":"2025-10-10T00:00:00"}
