{"id":"https://openalex.org/W4320801525","doi":"https://doi.org/10.1109/icca56443.2022.10039483","title":"Twitter sentiment analysis to understand students' perceptions about online learning during the Covid'19","display_name":"Twitter sentiment analysis to understand students' perceptions about online learning during the Covid'19","publication_year":2022,"publication_date":"2022-12-20","ids":{"openalex":"https://openalex.org/W4320801525","doi":"https://doi.org/10.1109/icca56443.2022.10039483"},"language":"en","primary_location":{"id":"doi:10.1109/icca56443.2022.10039483","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icca56443.2022.10039483","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 International Conference on Computer and Applications (ICCA)","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/A5037131693","display_name":"Feras Al\u2010Obeidat","orcid":"https://orcid.org/0000-0001-6941-6555"},"institutions":[{"id":"https://openalex.org/I91044093","display_name":"Zayed University","ror":"https://ror.org/03snqfa66","country_code":"AE","type":"education","lineage":["https://openalex.org/I91044093"]}],"countries":["AE"],"is_corresponding":true,"raw_author_name":"Feras Al-Obeidat","raw_affiliation_strings":["College of Technological Innovation, Zayed University,UAE","College of Technological Innovation, Zayed University, UAE"],"affiliations":[{"raw_affiliation_string":"College of Technological Innovation, Zayed University,UAE","institution_ids":["https://openalex.org/I91044093"]},{"raw_affiliation_string":"College of Technological Innovation, Zayed University, UAE","institution_ids":["https://openalex.org/I91044093"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036742443","display_name":"Mariam Ishaq","orcid":null},"institutions":[{"id":"https://openalex.org/I91044093","display_name":"Zayed University","ror":"https://ror.org/03snqfa66","country_code":"AE","type":"education","lineage":["https://openalex.org/I91044093"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Mariam Ishaq","raw_affiliation_strings":["College of Technological Innovation, Zayed University,Abu Dhabi,UAE","College of Technological Innovation, Zayed University, Abu Dhabi, UAE"],"affiliations":[{"raw_affiliation_string":"College of Technological Innovation, Zayed University,Abu Dhabi,UAE","institution_ids":["https://openalex.org/I91044093"]},{"raw_affiliation_string":"College of Technological Innovation, Zayed University, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I91044093"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014266735","display_name":"Ahmed Shuhaiber","orcid":"https://orcid.org/0000-0001-9827-2028"},"institutions":[{"id":"https://openalex.org/I91044093","display_name":"Zayed University","ror":"https://ror.org/03snqfa66","country_code":"AE","type":"education","lineage":["https://openalex.org/I91044093"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Ahmed Shuhaiber","raw_affiliation_strings":["College of Technological Innovation, Zayed University,Abu Dhabi,UAE","College of Technological Innovation, Zayed University, Abu Dhabi, UAE"],"affiliations":[{"raw_affiliation_string":"College of Technological Innovation, Zayed University,Abu Dhabi,UAE","institution_ids":["https://openalex.org/I91044093"]},{"raw_affiliation_string":"College of Technological Innovation, Zayed University, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I91044093"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036556607","display_name":"Adnan Amin","orcid":"https://orcid.org/0000-0002-0852-8833"},"institutions":[{"id":"https://openalex.org/I4210127363","display_name":"Institute of Management Sciences Peshawar","ror":"https://ror.org/02m8e1r74","country_code":"PK","type":"education","lineage":["https://openalex.org/I4210127363"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Adnan Amin","raw_affiliation_strings":["Center for Excellence in Information Technology, Institute of Management Sciences,Peshawar,Pakistan","Center for Excellence in Information Technology, Institute of Management Sciences, Peshawar, Pakistan"],"affiliations":[{"raw_affiliation_string":"Center for Excellence in Information Technology, Institute of Management Sciences,Peshawar,Pakistan","institution_ids":["https://openalex.org/I4210127363"]},{"raw_affiliation_string":"Center for Excellence in Information Technology, Institute of Management Sciences, Peshawar, Pakistan","institution_ids":["https://openalex.org/I4210127363"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5037131693"],"corresponding_institution_ids":["https://openalex.org/I91044093"],"apc_list":null,"apc_paid":null,"fwci":0.5305,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.7205077,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"178","issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.993399977684021,"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":0.993399977684021,"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/T11147","display_name":"Misinformation and Its Impacts","score":0.9918000102043152,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9677000045776367,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.7466287612915039},{"id":"https://openalex.org/keywords/feeling","display_name":"Feeling","score":0.657724142074585},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.5903025269508362},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5831177830696106},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.5100498795509338},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.5073885321617126},{"id":"https://openalex.org/keywords/online-learning","display_name":"Online learning","score":0.4521992802619934},{"id":"https://openalex.org/keywords/pandemic","display_name":"Pandemic","score":0.4496505856513977},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.4429609775543213},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3564823269844055},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.34657996892929077},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.32191258668899536},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.31089478731155396},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.1311970055103302}],"concepts":[{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.7466287612915039},{"id":"https://openalex.org/C122980154","wikidata":"https://www.wikidata.org/wiki/Q205555","display_name":"Feeling","level":2,"score":0.657724142074585},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5903025269508362},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5831177830696106},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.5100498795509338},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.5073885321617126},{"id":"https://openalex.org/C2986087404","wikidata":"https://www.wikidata.org/wiki/Q15946010","display_name":"Online learning","level":2,"score":0.4521992802619934},{"id":"https://openalex.org/C89623803","wikidata":"https://www.wikidata.org/wiki/Q12184","display_name":"Pandemic","level":5,"score":0.4496505856513977},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.4429609775543213},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3564823269844055},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.34657996892929077},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.32191258668899536},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31089478731155396},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.1311970055103302},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icca56443.2022.10039483","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icca56443.2022.10039483","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 International Conference on Computer and Applications (ICCA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.699999988079071}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W2064315210","https://openalex.org/W2340417948","https://openalex.org/W2569479282","https://openalex.org/W2588176795","https://openalex.org/W2756474357","https://openalex.org/W3017316599","https://openalex.org/W3024408357","https://openalex.org/W3088683063","https://openalex.org/W3098239359","https://openalex.org/W3151515603","https://openalex.org/W3155260882","https://openalex.org/W3157111737","https://openalex.org/W3169094214","https://openalex.org/W3175043260","https://openalex.org/W3176989766","https://openalex.org/W3198072569","https://openalex.org/W3199146084","https://openalex.org/W3206280177","https://openalex.org/W3209852438","https://openalex.org/W3216452941","https://openalex.org/W4287686049","https://openalex.org/W6601618085","https://openalex.org/W6782416231","https://openalex.org/W6891747343"],"related_works":["https://openalex.org/W2291261743","https://openalex.org/W1540119434","https://openalex.org/W4229598134","https://openalex.org/W2335262298","https://openalex.org/W2765982327","https://openalex.org/W2071657884","https://openalex.org/W213396585","https://openalex.org/W4237671428","https://openalex.org/W2068152137","https://openalex.org/W3197808596"],"abstract_inverted_index":{"In":[0,122],"2019,":[1],"the":[2,10,19,22,27,51,55,64,76,123,134,160,186,204,225],"Covid-19":[3,23],"pandemic":[4],"led":[5],"to":[6,17,73,75,84,90,103,132,211,220],"emergency":[7],"changes":[8],"in":[9],"educational":[11,65],"sector":[12],"as":[13,88,100,166,192],"a":[14,129,172],"precautionary":[15],"measure":[16],"limit":[18],"spread":[20],"of":[21,31,50,206,228],"virus":[24],"and":[25,29,95,114,137,150,169,184,195,218],"protect":[26],"health":[28],"safety":[30],"students.":[32,53],"Educational":[33],"institutes":[34],"couldn't":[35],"escape":[36],"this":[37],"havoc;":[38],"by":[39,199],"April":[40],"2020,":[41],"189":[42],"countries":[43],"had":[44],"suspended":[45],"school,":[46],"affecting":[47],"89":[48],"percent":[49],"world's":[52],"Since":[54],"epidemic":[56],"began,":[57],"online":[58,98,109,140,216],"learning":[59,79,99,110,141],"has":[60],"completely":[61],"taken":[62],"over":[63],"industry,":[66],"leaving":[67],"students":[68],"with":[69],"no":[70],"choice":[71],"but":[72],"adapt":[74],"brand-new":[77],"virtual":[78],"environment.":[80],"Consequently,":[81],"people":[82,209],"turned":[83],"social":[85],"media,":[86],"such":[87,165,191],"Twitter,":[89],"express":[91,212],"their":[92,213],"feelings,":[93],"opinions,":[94],"concerns":[96],"about":[97,139,215],"an":[101],"alternative":[102],"traditional":[104],"physical":[105],"classes.":[106],"The":[107],"new":[108],"platforms,":[111],"associated":[112],"technologies,":[113],"procedures":[115],"have":[116,127,180],"been":[117],"widely":[118],"discussed":[119],"on":[120],"Twitter.":[121],"proposed":[124],"study,":[125],"we":[126,158,179,202],"presented":[128],"systematic":[130],"approach":[131,175],"analyze":[133],"public":[135],"opinions":[136,214],"perceptions":[138],"using":[142,171,188,200],"Twitter":[143],"sentiment":[144],"analysis":[145],"(TSA)":[146],"through":[147],"Twitter's":[148],"API":[149],"term":[151],"frequency-inverse":[152],"document":[153],"frequency":[154],"(TF-IDF)":[155],"technique.":[156],"Further,":[157],"classified":[159],"sentiments":[161,183],"into":[162],"certain":[163],"clusters,":[164],"positive,":[167],"negative,":[168],"neutral,":[170],"text":[173],"mining":[174],"(i.e.,":[176],"lexicons).":[177],"Moreover,":[178],"uncovered":[181],"these":[182],"visualized":[185],"clusters":[187],"visualization":[189],"techniques":[190],"word":[193],"clouds":[194],"bar":[196],"charts.":[197],"Additionally,":[198],"TF-IDF,":[201],"measured":[203],"strength":[205],"words":[207],"that":[208],"use":[210],"schooling":[217],"explored":[219],"what":[221],"extent":[222],"it":[223],"affects":[224],"overall":[226],"results":[227],"our":[229],"analysis.":[230]},"counts_by_year":[{"year":2023,"cited_by_count":4}],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}