{"id":"https://openalex.org/W4312909134","doi":"https://doi.org/10.1109/access.2022.3228263","title":"Gabor CNN Based Intelligent System for Visual Sentiment Analysis of Social Media Data on Cloud Environment","display_name":"Gabor CNN Based Intelligent System for Visual Sentiment Analysis of Social Media Data on Cloud Environment","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4312909134","doi":"https://doi.org/10.1109/access.2022.3228263"},"language":"en","primary_location":{"id":"doi:10.1109/access.2022.3228263","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3228263","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09980379.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/ielx7/6287639/6514899/09980379.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5077898381","display_name":"Siddhaling Urolagin","orcid":"https://orcid.org/0000-0001-6897-6243"},"institutions":[{"id":"https://openalex.org/I2799752099","display_name":"Synergy University Dubai","ror":"https://ror.org/034ee3t09","country_code":"AE","type":"education","lineage":["https://openalex.org/I2799752099","https://openalex.org/I4210115303"]},{"id":"https://openalex.org/I4210164135","display_name":"Birla Institute of Technology and Science, Pilani - Dubai Campus","ror":"https://ror.org/05jnbme07","country_code":"AE","type":"education","lineage":["https://openalex.org/I4210164135","https://openalex.org/I74796645"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Siddhaling Urolagin","raw_affiliation_strings":["Birla Institute of Technology and Science, Pilani, Dubai Campus, Dubai, United Arab Emirates","Dubai Campus, UAE, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Birla Institute of Technology and Science, Pilani, Dubai Campus, Dubai, United Arab Emirates","institution_ids":["https://openalex.org/I4210164135"]},{"raw_affiliation_string":"Dubai Campus, UAE, UAE","institution_ids":["https://openalex.org/I2799752099"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022594227","display_name":"Jagadish Nayak","orcid":"https://orcid.org/0000-0003-0362-0507"},"institutions":[{"id":"https://openalex.org/I2799752099","display_name":"Synergy University Dubai","ror":"https://ror.org/034ee3t09","country_code":"AE","type":"education","lineage":["https://openalex.org/I2799752099","https://openalex.org/I4210115303"]},{"id":"https://openalex.org/I4210164135","display_name":"Birla Institute of Technology and Science, Pilani - Dubai Campus","ror":"https://ror.org/05jnbme07","country_code":"AE","type":"education","lineage":["https://openalex.org/I4210164135","https://openalex.org/I74796645"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Jagadish Nayak","raw_affiliation_strings":["Birla Institute of Technology and Science, Pilani, Dubai Campus, Dubai, United Arab Emirates","Dubai Campus, UAE, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Birla Institute of Technology and Science, Pilani, Dubai Campus, Dubai, United Arab Emirates","institution_ids":["https://openalex.org/I4210164135"]},{"raw_affiliation_string":"Dubai Campus, UAE, UAE","institution_ids":["https://openalex.org/I2799752099"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074179735","display_name":"U. Rajendra Acharya","orcid":"https://orcid.org/0000-0003-2689-8552"},"institutions":[{"id":"https://openalex.org/I143578492","display_name":"Asia University","ror":"https://ror.org/038a1tp19","country_code":"TW","type":"education","lineage":["https://openalex.org/I143578492"]},{"id":"https://openalex.org/I185523456","display_name":"University of Southern Queensland","ror":"https://ror.org/04sjbnx57","country_code":"AU","type":"education","lineage":["https://openalex.org/I185523456"]},{"id":"https://openalex.org/I58236372","display_name":"Ngee Ann Polytechnic","ror":"https://ror.org/01w953x65","country_code":"SG","type":"education","lineage":["https://openalex.org/I58236372"]}],"countries":["AU","SG","TW"],"is_corresponding":false,"raw_author_name":"U. Rajendra Acharya","raw_affiliation_strings":["Department of Electronics and Computer Engineering, Ngee Ann Polytechnic, Asia University, Muak Lek, Singapore","School of Management and Enterprise, University of Southern Queensland, Springfield, Australia","Department of Bioinformatics and Medical Engineering, Asia University, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics and Computer Engineering, Ngee Ann Polytechnic, Asia University, Muak Lek, Singapore","institution_ids":["https://openalex.org/I58236372"]},{"raw_affiliation_string":"School of Management and Enterprise, University of Southern Queensland, Springfield, Australia","institution_ids":["https://openalex.org/I185523456"]},{"raw_affiliation_string":"Department of Bioinformatics and Medical Engineering, Asia University, Taiwan","institution_ids":["https://openalex.org/I143578492"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":5,"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":0.6852,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.70137398,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"10","issue":null,"first_page":"132455","last_page":"132471"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":0.991599977016449,"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"}},"topics":[{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":0.991599977016449,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9908999800682068,"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/T13731","display_name":"Advanced Computing and Algorithms","score":0.9894999861717224,"subfield":{"id":"https://openalex.org/subfields/3322","display_name":"Urban Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8642155528068542},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.8093304634094238},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7241979837417603},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5774420499801636},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.5189637541770935},{"id":"https://openalex.org/keywords/pooling","display_name":"Pooling","score":0.47894078493118286},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4704669415950775},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.44450613856315613},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4206409752368927},{"id":"https://openalex.org/keywords/bottleneck","display_name":"Bottleneck","score":0.41388818621635437},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32150161266326904},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.16981905698776245}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8642155528068542},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.8093304634094238},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7241979837417603},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5774420499801636},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5189637541770935},{"id":"https://openalex.org/C70437156","wikidata":"https://www.wikidata.org/wiki/Q7228652","display_name":"Pooling","level":2,"score":0.47894078493118286},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4704669415950775},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.44450613856315613},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4206409752368927},{"id":"https://openalex.org/C2780513914","wikidata":"https://www.wikidata.org/wiki/Q18210350","display_name":"Bottleneck","level":2,"score":0.41388818621635437},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32150161266326904},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.16981905698776245},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2022.3228263","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3228263","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09980379.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:665c0122d42c4a4b95242746fe69d8ce","is_oa":false,"landing_page_url":"https://doaj.org/article/665c0122d42c4a4b95242746fe69d8ce","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":"IEEE Access, Vol 10, Pp 132455-132471 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2022.3228263","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3228263","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09980379.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":[{"score":0.6299999952316284,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4312909134.pdf","grobid_xml":"https://content.openalex.org/works/W4312909134.grobid-xml"},"referenced_works_count":91,"referenced_works":["https://openalex.org/W1538725615","https://openalex.org/W1562757857","https://openalex.org/W1784731433","https://openalex.org/W1849277567","https://openalex.org/W1975515564","https://openalex.org/W1986486674","https://openalex.org/W2019759670","https://openalex.org/W2031998113","https://openalex.org/W2046682605","https://openalex.org/W2058590152","https://openalex.org/W2074772891","https://openalex.org/W2075456404","https://openalex.org/W2082398333","https://openalex.org/W2092985495","https://openalex.org/W2097117768","https://openalex.org/W2105406307","https://openalex.org/W2110700950","https://openalex.org/W2119505024","https://openalex.org/W2123045220","https://openalex.org/W2130325614","https://openalex.org/W2148369500","https://openalex.org/W2166015963","https://openalex.org/W2247120713","https://openalex.org/W2265228180","https://openalex.org/W2270941958","https://openalex.org/W2273818082","https://openalex.org/W2329368976","https://openalex.org/W2396888156","https://openalex.org/W2404926044","https://openalex.org/W2412155161","https://openalex.org/W2419597278","https://openalex.org/W2544525064","https://openalex.org/W2565799927","https://openalex.org/W2584429674","https://openalex.org/W2592098386","https://openalex.org/W2597998853","https://openalex.org/W2610691757","https://openalex.org/W2614286896","https://openalex.org/W2618530766","https://openalex.org/W2640252219","https://openalex.org/W2733520819","https://openalex.org/W2751420734","https://openalex.org/W2754974968","https://openalex.org/W2758187847","https://openalex.org/W2767651786","https://openalex.org/W2769575004","https://openalex.org/W2784272016","https://openalex.org/W2793833202","https://openalex.org/W2819939312","https://openalex.org/W2886581236","https://openalex.org/W2892035503","https://openalex.org/W2893158555","https://openalex.org/W2893345206","https://openalex.org/W2897861822","https://openalex.org/W2901423537","https://openalex.org/W2905810301","https://openalex.org/W2910481888","https://openalex.org/W2917452308","https://openalex.org/W2919358988","https://openalex.org/W2922183696","https://openalex.org/W2949096641","https://openalex.org/W2952416588","https://openalex.org/W2952517693","https://openalex.org/W2952813363","https://openalex.org/W2954996726","https://openalex.org/W2959012313","https://openalex.org/W2960172329","https://openalex.org/W2960189490","https://openalex.org/W2962850830","https://openalex.org/W2963992782","https://openalex.org/W2964167669","https://openalex.org/W2964236337","https://openalex.org/W2988812296","https://openalex.org/W2998641953","https://openalex.org/W3003441125","https://openalex.org/W3011763265","https://openalex.org/W3013466528","https://openalex.org/W3026692275","https://openalex.org/W3043129391","https://openalex.org/W3044892747","https://openalex.org/W3099211682","https://openalex.org/W3101446407","https://openalex.org/W3105026501","https://openalex.org/W3118608800","https://openalex.org/W3141585263","https://openalex.org/W3163686018","https://openalex.org/W3211003096","https://openalex.org/W6638212731","https://openalex.org/W6638667902","https://openalex.org/W6677995690","https://openalex.org/W6717177883"],"related_works":["https://openalex.org/W2595172197","https://openalex.org/W2810679507","https://openalex.org/W4226493464","https://openalex.org/W4312417841","https://openalex.org/W3193565141","https://openalex.org/W3133861977","https://openalex.org/W2951211570","https://openalex.org/W3167935049","https://openalex.org/W3103566983","https://openalex.org/W3029198973"],"abstract_inverted_index":{"Social":[0],"media":[1,29],"contains":[2],"a":[3,70,91,97,114,146,169,180],"plethora":[4],"of":[5,10,33,48,122,162,175,183,213,243],"information":[6],"in":[7,113,145,155],"the":[8,19,46,53,119,153,160,163,232],"form":[9],"text,":[11,37],"images,":[12,38],"videos,":[13],"and":[14,39,78,126,158,168,185,195,208,218,227],"other":[15],"data.":[16],"Users":[17],"across":[18],"globe":[20],"are":[21,41,85,111,135,188,220],"increasingly":[22],"sharing":[23],"their":[24],"data":[25],"on":[26,222,245],"various":[27,63],"social":[28],"platforms.":[30],"Sentiment":[31],"analysis":[32,144],"data,":[34],"such":[35,151],"as":[36,152,203],"videos":[40],"widely":[42],"used":[43],"to":[44,74,118,140],"understand":[45],"feelings":[47],"users.":[49],"In":[50,130],"recent":[51],"years,":[52],"convolutional":[54],"neural":[55,87],"network":[56],"(CNN)":[57],"has":[58,239],"been":[59],"extensively":[60],"applied":[61],"for":[62,99,165],"applications.":[64],"The":[65,190,235],"cloud":[66,115,147],"computing":[67],"environment":[68,116],"is":[69,96,193],"popular":[71],"service":[72],"due":[73,117],"its":[75],"reliability,":[76],"availability,":[77],"easy":[79],"software":[80],"integration.":[81],"However,":[82],"CNN":[83,100,138],"models":[84,101,110,139,178],"deep":[86],"networks":[88],"that":[89],"have":[90],"high":[92],"computational":[93,105],"cost.":[94],"There":[95],"need":[98,164],"which":[102],"utilize":[103],"lesser":[104],"resources":[106],"especially":[107],"when":[108],"these":[109],"deployed":[112],"remote":[120],"physicality":[121],"servers,":[123],"resource":[124],"optimization,":[125],"infrastructure":[127],"cost":[128],"reduction.":[129],"this":[131],"research,":[132],"Gabor":[133],"filters":[134],"integrated":[136],"with":[137,149,179],"improve":[141],"image":[142],"sentiment":[143],"environment,":[148],"advantages":[150],"reduction":[154],"computation":[156],"energy":[157],"time,":[159],"elimination":[161],"pre-trained":[166],"models,":[167],"perceived":[170],"accuracy":[171,242],"improvement.":[172],"Two":[173],"variants":[174],"Gabor-CNN":[176],"(G-CNN)":[177],"different":[181],"number":[182],"pooling":[184],"normalization":[186],"layers":[187],"developed.":[189],"proposed":[191,236],"G-CNN":[192,237],"trained":[194],"tested":[196],"using":[197,231],"<italic":[198],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[199],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">five</i>":[200],"standard":[201],"databases":[202,229],"SentiBank,":[204,223],"Twitter,":[205,224],"MVSO,":[206,225],"MultiView_I,":[207,226],"MultiView_II.":[209],"Maximum":[210],"classification":[211],"accuracies":[212],"91.71%,":[214],"92.52%,":[215],"97.39%,":[216],"90.88%,":[217],"91.31%":[219],"obtained":[221],"MultiView_II":[228],"respectively":[230],"developed":[233],"models.":[234],"model":[238],"provided":[240],"an":[241],"92.76%":[244],"average.":[246]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
