{"id":"https://openalex.org/W4406459676","doi":"https://doi.org/10.1109/ithet61869.2024.10837676","title":"Sentiment Analysis of Students Opinion on the Use of Virtual and Augmented Reality in STEAM Education","display_name":"Sentiment Analysis of Students Opinion on the Use of Virtual and Augmented Reality in STEAM Education","publication_year":2024,"publication_date":"2024-11-06","ids":{"openalex":"https://openalex.org/W4406459676","doi":"https://doi.org/10.1109/ithet61869.2024.10837676"},"language":"en","primary_location":{"id":"doi:10.1109/ithet61869.2024.10837676","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ithet61869.2024.10837676","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 21st International Conference on Information Technology Based Higher Education and Training (ITHET)","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/A5042965623","display_name":"Krenare Pireva","orcid":"https://orcid.org/0000-0002-8128-8557"},"institutions":[{"id":"https://openalex.org/I78768387","display_name":"University of Prishtina","ror":"https://ror.org/05t3p2g92","country_code":"XK","type":"education","lineage":["https://openalex.org/I78768387"]}],"countries":["XK"],"is_corresponding":false,"raw_author_name":"Krenare Pireva Nuci","raw_affiliation_strings":["Univerity of Prishtina,Faculty of Education,Prishtina,Kosova"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univerity of Prishtina,Faculty of Education,Prishtina,Kosova","institution_ids":["https://openalex.org/I78768387"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025569470","display_name":"Kyvete Shatri","orcid":"https://orcid.org/0000-0002-4886-5295"},"institutions":[{"id":"https://openalex.org/I78768387","display_name":"University of Prishtina","ror":"https://ror.org/05t3p2g92","country_code":"XK","type":"education","lineage":["https://openalex.org/I78768387"]}],"countries":["XK"],"is_corresponding":false,"raw_author_name":"Kyvete Shatri","raw_affiliation_strings":["Univerity of Prishtina,Faculty of Education,Prishtina,Kosova"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univerity of Prishtina,Faculty of Education,Prishtina,Kosova","institution_ids":["https://openalex.org/I78768387"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I78768387"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.39112642,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13565","display_name":"Education and Learning Interventions","score":0.9768999814987183,"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"}},"topics":[{"id":"https://openalex.org/T13565","display_name":"Education and Learning Interventions","score":0.9768999814987183,"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"}},{"id":"https://openalex.org/T10888","display_name":"Augmented Reality Applications","score":0.9757000207901001,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10648","display_name":"Virtual Reality Applications and Impacts","score":0.9447000026702881,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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":0.8099699020385742},{"id":"https://openalex.org/keywords/augmented-reality","display_name":"Augmented reality","score":0.6776236295700073},{"id":"https://openalex.org/keywords/virtual-reality","display_name":"Virtual reality","score":0.6210436820983887},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5593208074569702},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.35886502265930176},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.27396160364151},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.25685548782348633}],"concepts":[{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.8099699020385742},{"id":"https://openalex.org/C153715457","wikidata":"https://www.wikidata.org/wiki/Q254183","display_name":"Augmented reality","level":2,"score":0.6776236295700073},{"id":"https://openalex.org/C194969405","wikidata":"https://www.wikidata.org/wiki/Q170519","display_name":"Virtual reality","level":2,"score":0.6210436820983887},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5593208074569702},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.35886502265930176},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.27396160364151},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25685548782348633}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ithet61869.2024.10837676","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ithet61869.2024.10837676","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 21st International Conference on Information Technology Based Higher Education and Training (ITHET)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5600000023841858,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W115570258","https://openalex.org/W1968921643","https://openalex.org/W1992085202","https://openalex.org/W2009743580","https://openalex.org/W2018237248","https://openalex.org/W2040353241","https://openalex.org/W2109483618","https://openalex.org/W2155328926","https://openalex.org/W2166186146","https://openalex.org/W2223984035","https://openalex.org/W2777517149","https://openalex.org/W2953881450","https://openalex.org/W3046066817","https://openalex.org/W3144116920","https://openalex.org/W3159506165","https://openalex.org/W3169395393","https://openalex.org/W3190781074","https://openalex.org/W4308659813","https://openalex.org/W4321110698","https://openalex.org/W4366771569","https://openalex.org/W4386181022","https://openalex.org/W4386307611","https://openalex.org/W4399053225","https://openalex.org/W6960832688"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2172197285","https://openalex.org/W4378228679","https://openalex.org/W2736982640","https://openalex.org/W4378228262","https://openalex.org/W3107375852","https://openalex.org/W2752321621","https://openalex.org/W2789244453"],"abstract_inverted_index":{"The":[0,124,146,186,246],"modern":[1],"fit-for-purpose":[2],"approach":[3],"to":[4,14,48,95,131,165,224,267],"education":[5],"is":[6,66,130,148,192],"STEAM":[7,141,274],"education,":[8],"which":[9],"offers":[10],"students":[11,31,162],"the":[12,30,49,52,77,85,118,161,170,177,195,212,221,225,258,273],"opportunity":[13],"study":[15],"through":[16,25,59,115,194],"problem-solving":[17],"techniques":[18],"so":[19],"they":[20],"can":[21],"acquire":[22],"new":[23,69],"knowledge":[24,38],"integrated":[26,91],"learning.":[27],"This":[28],"helps":[29],"have":[32,75],"a":[33,68,198,206],"greater":[34,106],"degree":[35],"of":[36,79,120,126,176,189,197,209,215,260],"multidisciplinary":[37],"while":[39],"solving":[40],"practical":[41,98],"scenarios":[42],"that":[43],"are":[44,89,163],"offered":[45],"as":[46],"problems":[47],"students.":[50],"On":[51],"other":[53],"side,":[54],"being":[55,90],"immersive":[56],"and":[57,63,71,100,109,111,138,157,173,230,235,239,242,275],"imaginative":[58],"Virtual":[60,217],"Reality":[61,218,254],"(VR)":[62],"Augmented":[64,253],"Reality(AR)":[65],"becoming":[67],"trend":[70],"many":[72],"educational":[73,262],"institutions":[74],"embraced":[76],"idea":[78],"using":[80,136,180,216],"these":[81,190,269],"technologies":[82,88,182,219],"interactively":[83],"within":[84],"classes.":[86,185],"These":[87],"into":[92],"teachers":[93],"planning":[94],"offer":[96],"more":[97],"learning":[99],"meanwhile":[101],"raise":[102],"student":[103,107],"motivation,":[104],"foster":[105],"interaction":[108],"cooperation,":[110],"most":[112],"important":[113],"part,":[114],"them":[116],"overcome":[117],"obstacle":[119],"lacking":[121],"suitable":[122],"labs.":[123],"purpose":[125],"this":[127],"research":[128,147],"paper":[129],"determine":[132],"whether":[133],"or":[134],"not":[135,250],"VR":[137],"AR":[139],"in":[140,150,155,169,183],"classes":[142,159],"impacts":[143],"students'":[144],"motivation.":[145],"situated":[149],"lower":[151],"high":[152],"school,":[153],"respectively":[154],"Math":[156],"Chemistry":[158],"where":[160],"asked":[164],"provide":[166],"written":[167],"opinions":[168,191],"first":[171],"week":[172,175],"last":[174],"experiment":[178],"for":[179,232,237,244,252,272],"both":[181],"their":[184],"sentiment":[187,213],"analysis":[188,214],"conducted":[193],"use":[196],"deep-learning":[199],"multilingual":[200],"BERT":[201],"model,":[202],"named":[203],"RoBERTa.":[204],"From":[205],"purposive":[207],"sample":[208],"29":[210],"students,":[211],"from":[220],"very":[222],"beginning":[223],"end":[226],"fluctuated":[227],"between":[228,240],"69":[229],"50%":[231],"positive,":[233],"0.25":[234],"0.10%":[236],"neutral,":[238],"6%":[241],"40%":[243],"negative.":[245],"same":[247],"case":[248],"was":[249],"emphasized":[251],"technology.":[255],"In":[256],"conclusion,":[257],"Faculty":[259],"Education":[261],"programs":[263],"will":[264],"be":[265],"recommended":[266],"consider":[268],"opinions,":[270],"especially":[271],"ICT":[276],"programs.":[277]},"counts_by_year":[],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}