{"id":"https://openalex.org/W4205363784","doi":"https://doi.org/10.1109/access.2022.3144659","title":"Inquest of Current Situation in Afghanistan Under Taliban Rule Using Sentiment Analysis and Volume Analysis","display_name":"Inquest of Current Situation in Afghanistan Under Taliban Rule Using Sentiment Analysis and Volume Analysis","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4205363784","doi":"https://doi.org/10.1109/access.2022.3144659"},"language":"en","primary_location":{"id":"doi:10.1109/access.2022.3144659","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3144659","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9668973/09686742.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/9668973/09686742.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5023626139","display_name":"Ernesto Lee","orcid":"https://orcid.org/0000-0002-1209-8565"},"institutions":[{"id":"https://openalex.org/I884992110","display_name":"Broward College","ror":"https://ror.org/02jj1w915","country_code":"US","type":"education","lineage":["https://openalex.org/I884992110"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ernesto Lee","raw_affiliation_strings":["Department of Computer Science, Broward College, Broward County, Fort Lauderdale, FL, USA","Broward College, Broward County, Fort Lauderdale, FL, USA"],"raw_orcid":"https://orcid.org/0000-0002-1209-8565","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Broward College, Broward County, Fort Lauderdale, FL, USA","institution_ids":["https://openalex.org/I884992110"]},{"raw_affiliation_string":"Broward College, Broward County, Fort Lauderdale, FL, USA","institution_ids":["https://openalex.org/I884992110"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058941449","display_name":"Furqan Rustam","orcid":"https://orcid.org/0000-0001-8403-1047"},"institutions":[{"id":"https://openalex.org/I4210102737","display_name":"Khwaja Fareed University of Engineering and Information Technology","ror":"https://ror.org/0161dyt30","country_code":"PK","type":"education","lineage":["https://openalex.org/I4210102737"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Furqan Rustam","raw_affiliation_strings":["Department of Computer Science, Khwaja Fareed University of Engineering and Information Technology, Rahim Yar Khan, Pakistan","Khwaja Fareed University of Engineering and Information Technology, Rahim Yar Khan, Pakistan"],"raw_orcid":"https://orcid.org/0000-0001-8403-1047","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Khwaja Fareed University of Engineering and Information Technology, Rahim Yar Khan, Pakistan","institution_ids":["https://openalex.org/I4210102737"]},{"raw_affiliation_string":"Khwaja Fareed University of Engineering and Information Technology, Rahim Yar Khan, Pakistan","institution_ids":["https://openalex.org/I4210102737"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074629800","display_name":"Imran Ashraf","orcid":"https://orcid.org/0000-0002-8271-6496"},"institutions":[{"id":"https://openalex.org/I55240360","display_name":"Yeungnam University","ror":"https://ror.org/05yc6p159","country_code":"KR","type":"education","lineage":["https://openalex.org/I55240360"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Imran Ashraf","raw_affiliation_strings":["Department of Information and Communication Engineering, Yeungnam University, Gyeongsan, South Korea","Yeungnam University, Gyeongsan, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-8271-6496","affiliations":[{"raw_affiliation_string":"Department of Information and Communication Engineering, Yeungnam University, Gyeongsan, South Korea","institution_ids":["https://openalex.org/I55240360"]},{"raw_affiliation_string":"Yeungnam University, Gyeongsan, South Korea","institution_ids":["https://openalex.org/I55240360"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052032722","display_name":"Patrick Bernard Washington","orcid":"https://orcid.org/0000-0002-3596-9167"},"institutions":[{"id":"https://openalex.org/I85230861","display_name":"Morehouse College","ror":"https://ror.org/02y9g2b52","country_code":"US","type":"education","lineage":["https://openalex.org/I85230861"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Patrick Bernard Washington","raw_affiliation_strings":["Division of Business Administration and Economics, Morehouse College, Atlanta, GA, USA"],"raw_orcid":"https://orcid.org/0000-0002-3596-9167","affiliations":[{"raw_affiliation_string":"Division of Business Administration and Economics, Morehouse College, Atlanta, GA, USA","institution_ids":["https://openalex.org/I85230861"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060420251","display_name":"Manideep Narra","orcid":"https://orcid.org/0000-0001-7766-1710"},"institutions":[{"id":"https://openalex.org/I102323517","display_name":"Indiana Institute of Technology","ror":"https://ror.org/03r1ch818","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I102323517"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Manideep Narra","raw_affiliation_strings":["Indiana Institute of Technology, Fort Wayne, IN, USA"],"raw_orcid":"https://orcid.org/0000-0001-7766-1710","affiliations":[{"raw_affiliation_string":"Indiana Institute of Technology, Fort Wayne, IN, USA","institution_ids":["https://openalex.org/I102323517"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021598855","display_name":"Rahman Shafique","orcid":"https://orcid.org/0000-0001-7641-2835"},"institutions":[{"id":"https://openalex.org/I4210102737","display_name":"Khwaja Fareed University of Engineering and Information Technology","ror":"https://ror.org/0161dyt30","country_code":"PK","type":"education","lineage":["https://openalex.org/I4210102737"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Rahman Shafique","raw_affiliation_strings":["Department of Computer Science, Khwaja Fareed University of Engineering and Information Technology, Rahim Yar Khan, Pakistan","Khwaja Fareed University of Engineering and Information Technology, Rahim Yar Khan, Pakistan"],"raw_orcid":"https://orcid.org/0000-0001-7641-2835","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Khwaja Fareed University of Engineering and Information Technology, Rahim Yar Khan, Pakistan","institution_ids":["https://openalex.org/I4210102737"]},{"raw_affiliation_string":"Khwaja Fareed University of Engineering and Information Technology, Rahim Yar Khan, Pakistan","institution_ids":["https://openalex.org/I4210102737"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":3.8845,"has_fulltext":true,"cited_by_count":28,"citation_normalized_percentile":{"value":0.94082407,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"10","issue":null,"first_page":"10333","last_page":"10348"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9765999913215637,"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":0.9765999913215637,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9628999829292297,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T14042","display_name":"Technology and Security Systems","score":0.9075999855995178,"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":0.9048904180526733},{"id":"https://openalex.org/keywords/latent-dirichlet-allocation","display_name":"Latent Dirichlet allocation","score":0.8736323118209839},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.7678998708724976},{"id":"https://openalex.org/keywords/microblogging","display_name":"Microblogging","score":0.6125357747077942},{"id":"https://openalex.org/keywords/topic-model","display_name":"Topic model","score":0.6067235469818115},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5761873126029968},{"id":"https://openalex.org/keywords/volume","display_name":"Volume (thermodynamics)","score":0.4461400508880615},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.43802985548973083},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.42028287053108215},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2960362136363983},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.17710676789283752}],"concepts":[{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.9048904180526733},{"id":"https://openalex.org/C500882744","wikidata":"https://www.wikidata.org/wiki/Q269236","display_name":"Latent Dirichlet allocation","level":3,"score":0.8736323118209839},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.7678998708724976},{"id":"https://openalex.org/C143275388","wikidata":"https://www.wikidata.org/wiki/Q92438","display_name":"Microblogging","level":3,"score":0.6125357747077942},{"id":"https://openalex.org/C171686336","wikidata":"https://www.wikidata.org/wiki/Q3532085","display_name":"Topic model","level":2,"score":0.6067235469818115},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5761873126029968},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.4461400508880615},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.43802985548973083},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.42028287053108215},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2960362136363983},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.17710676789283752},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2022.3144659","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3144659","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9668973/09686742.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:9fb18938876848ad9c0366c697b1be24","is_oa":true,"landing_page_url":"https://doaj.org/article/9fb18938876848ad9c0366c697b1be24","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 10, Pp 10333-10348 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2022.3144659","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3144659","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9668973/09686742.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.5400000214576721}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4205363784.pdf","grobid_xml":"https://content.openalex.org/works/W4205363784.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W1560851690","https://openalex.org/W1997544404","https://openalex.org/W2109293916","https://openalex.org/W2523168882","https://openalex.org/W2765126493","https://openalex.org/W2790979755","https://openalex.org/W2800267978","https://openalex.org/W2807182824","https://openalex.org/W2888129109","https://openalex.org/W2897209446","https://openalex.org/W2901641989","https://openalex.org/W2952214074","https://openalex.org/W2980195758","https://openalex.org/W2990665416","https://openalex.org/W2993578015","https://openalex.org/W3005758751","https://openalex.org/W3018219935","https://openalex.org/W3106796550","https://openalex.org/W3109304495","https://openalex.org/W3119214815","https://openalex.org/W3131504710","https://openalex.org/W3133280145","https://openalex.org/W3138278292","https://openalex.org/W3164354402","https://openalex.org/W3167335427","https://openalex.org/W3168615809","https://openalex.org/W3168865200","https://openalex.org/W3176808792","https://openalex.org/W3191795016","https://openalex.org/W3195105121","https://openalex.org/W3210441797","https://openalex.org/W4235271607","https://openalex.org/W4249459800","https://openalex.org/W4255164308","https://openalex.org/W6751513743","https://openalex.org/W6755825505"],"related_works":["https://openalex.org/W1463179486","https://openalex.org/W2769501189","https://openalex.org/W4315588616","https://openalex.org/W4312773271","https://openalex.org/W2494246486","https://openalex.org/W2888805565","https://openalex.org/W2962686197","https://openalex.org/W2207653751","https://openalex.org/W1540611520","https://openalex.org/W2122605835"],"abstract_inverted_index":{"Microblogging":[0],"websites":[1],"and":[2,15,47,55,63,77,121,126,138,149],"social":[3],"media":[4],"platforms":[5],"serve":[6],"as":[7],"a":[8,18,33,83],"potential":[9],"source":[10],"for":[11,70,102,154],"mining":[12,65],"public":[13],"opinions":[14],"sentiments":[16,44,223],"on":[17,157],"variety":[19],"of":[20,36,43,79,94,110,124,171,180,221],"subjects":[21],"including":[22],"the":[23,41,75,80,92,107,116,118,139,142,163,167,181,187,191,206,219,222],"prevailing":[24],"situations":[25],"in":[26,200,209],"war-afflicted":[27],"countries.":[28],"In":[29],"particular,":[30],"Twitter":[31],"has":[32,224],"large":[34],"number":[35,109],"geotagged":[37],"tweets":[38,99,111,128,132,145,161,195,202],"that":[39,90,106,130,178,197,218],"make":[40],"analysis":[42,54,57,104,212],"across":[45],"time":[46],"space":[48],"possible.":[49],"This":[50],"study":[51],"performs":[52],"volume":[53,103],"sentiment":[56,81],"using":[58],"LDA":[59,151,176],"(Latent":[60],"Dirichlet":[61],"Allocation)":[62],"text":[64],"over":[66,213,228],"two":[67,158,214],"datasets":[68,159,216],"collected":[69],"different":[71,215],"periods.":[72],"To":[73],"increase":[74],"adequacy":[76],"efficacy":[78],"analysis,":[82],"hybrid":[84],"feature":[85],"engineering":[86],"approach":[87],"is":[88,112,152],"proposed":[89],"elevates":[91],"performance":[93],"machine":[95],"learning":[96],"models.":[97],"Geotagged":[98],"are":[100,133,203],"used":[101,153],"indicating":[105],"highest":[108],"originated":[113,135],"from":[114,136,193],"India,":[115],"US,":[117],"UK,":[119],"Pakistan,":[120],"Afghanistan.":[122,150,172,210],"Analysis":[123],"positive":[125,144],"negative":[127,131,194,201],"reveals":[129],"mostly":[134],"India":[137],"US.":[140],"On":[141],"contrary,":[143],"belong":[146],"to":[147,205],"Pakistan":[148],"topic":[155],"modeling":[156],"containing":[160],"about":[162],"current":[164],"situation":[165],"after":[166],"Taliban":[168],"take":[169],"control":[170],"Topics":[173],"extracted":[174],"through":[175],"suggest":[177],"majority":[179],"Afghanistan":[182],"people":[183],"seem":[184],"satisfied":[185],"with":[186],"Taliban\u2019s":[188],"takeover":[189],"while":[190],"topics":[192],"reveal":[196],"issues":[198],"discussed":[199],"related":[204],"US":[207],"concerns":[208],"Sentiment":[211],"indicates":[217],"trend":[220],"been":[225],"shifted":[226],"positively":[227],"three":[229],"weeks.":[230]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":15},{"year":2022,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
