{"id":"https://openalex.org/W3032241892","doi":"https://doi.org/10.1186/s13677-020-00162-1","title":"ConvLSTMConv network: a deep learning approach for sentiment analysis in cloud computing","display_name":"ConvLSTMConv network: a deep learning approach for sentiment analysis in cloud computing","publication_year":2020,"publication_date":"2020-03-05","ids":{"openalex":"https://openalex.org/W3032241892","doi":"https://doi.org/10.1186/s13677-020-00162-1","mag":"3032241892"},"language":"en","primary_location":{"id":"doi:10.1186/s13677-020-00162-1","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-020-00162-1","pdf_url":"https://journalofcloudcomputing.springeropen.com/track/pdf/10.1186/s13677-020-00162-1","source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cloud Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journalofcloudcomputing.springeropen.com/track/pdf/10.1186/s13677-020-00162-1","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5055939566","display_name":"Mohsen Ghorbani","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mohsen Ghorbani","raw_affiliation_strings":["Department of Engineering, Raja University, Qazvin, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Engineering, Raja University, Qazvin, Iran","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060900541","display_name":"Mahdi Bahaghighat","orcid":"https://orcid.org/0000-0002-1813-8417"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Mahdi Bahaghighat","raw_affiliation_strings":["Department of Engineering, Raja University, Qazvin, Iran"],"raw_orcid":"https://orcid.org/0000-0002-1813-8417","affiliations":[{"raw_affiliation_string":"Department of Engineering, Raja University, Qazvin, Iran","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050608316","display_name":"Qin Xin","orcid":"https://orcid.org/0000-0002-6178-8538"},"institutions":[{"id":"https://openalex.org/I103146751","display_name":"University of the Faroe Islands","ror":"https://ror.org/05mwmd090","country_code":"FO","type":"education","lineage":["https://openalex.org/I103146751"]}],"countries":["FO"],"is_corresponding":false,"raw_author_name":"Qin Xin","raw_affiliation_strings":["Faculty of Science and Technology, University of the Faroe Islands, T\u00f3rshavn, FO 100, Faroe Islands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Science and Technology, University of the Faroe Islands, T\u00f3rshavn, FO 100, Faroe Islands","institution_ids":["https://openalex.org/I103146751"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039765709","display_name":"Figen \u00d6zen","orcid":"https://orcid.org/0000-0002-1759-0073"},"institutions":[{"id":"https://openalex.org/I25010766","display_name":"Hali\u00e7 University","ror":"https://ror.org/022xhck05","country_code":"TR","type":"education","lineage":["https://openalex.org/I25010766"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Figen \u00d6zen","raw_affiliation_strings":["Electrical and Electronics Engineering Department, Hali\u00e7 University, Beyo\u011flu, \u0130stanbul, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Electronics Engineering Department, Hali\u00e7 University, Beyo\u011flu, \u0130stanbul, Turkey","institution_ids":["https://openalex.org/I25010766"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5060900541"],"corresponding_institution_ids":[],"apc_list":{"value":990,"currency":"GBP","value_usd":1214},"apc_paid":{"value":990,"currency":"GBP","value_usd":1214},"fwci":6.5188,"has_fulltext":true,"cited_by_count":71,"citation_normalized_percentile":{"value":0.97324626,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"9","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9998999834060669,"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":0.9998999834060669,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.991599977016449,"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":0.9909999966621399,"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/computer-science","display_name":"Computer science","score":0.8552117347717285},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7359434366226196},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.649488091468811},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6494726538658142},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5985342264175415},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5969933271408081},{"id":"https://openalex.org/keywords/layer","display_name":"Layer (electronics)","score":0.5352988839149475},{"id":"https://openalex.org/keywords/word-embedding","display_name":"Word embedding","score":0.5162984728813171},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.507663369178772},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4572668969631195},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.45653092861175537},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.44465991854667664},{"id":"https://openalex.org/keywords/volume","display_name":"Volume (thermodynamics)","score":0.43270939588546753},{"id":"https://openalex.org/keywords/implementation","display_name":"Implementation","score":0.43265414237976074},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.41031917929649353},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.29949283599853516},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.14818423986434937}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8552117347717285},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7359434366226196},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.649488091468811},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6494726538658142},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5985342264175415},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5969933271408081},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.5352988839149475},{"id":"https://openalex.org/C2777462759","wikidata":"https://www.wikidata.org/wiki/Q18395344","display_name":"Word embedding","level":3,"score":0.5162984728813171},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.507663369178772},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4572668969631195},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.45653092861175537},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.44465991854667664},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.43270939588546753},{"id":"https://openalex.org/C26713055","wikidata":"https://www.wikidata.org/wiki/Q245962","display_name":"Implementation","level":2,"score":0.43265414237976074},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.41031917929649353},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.29949283599853516},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.14818423986434937},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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:10.1186/s13677-020-00162-1","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-020-00162-1","pdf_url":"https://journalofcloudcomputing.springeropen.com/track/pdf/10.1186/s13677-020-00162-1","source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cloud Computing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:f8927ba2eab8462f9c0b0b86e166c23a","is_oa":true,"landing_page_url":"https://doaj.org/article/f8927ba2eab8462f9c0b0b86e166c23a","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":"Journal of Cloud Computing: Advances, Systems and Applications, Vol 9, Iss 1, Pp 1-12 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s13677-020-00162-1","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-020-00162-1","pdf_url":"https://journalofcloudcomputing.springeropen.com/track/pdf/10.1186/s13677-020-00162-1","source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cloud Computing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3032241892.pdf","grobid_xml":"https://content.openalex.org/works/W3032241892.grobid-xml"},"referenced_works_count":48,"referenced_works":["https://openalex.org/W1499864241","https://openalex.org/W1978426462","https://openalex.org/W1985258458","https://openalex.org/W2019759670","https://openalex.org/W2043157037","https://openalex.org/W2063596712","https://openalex.org/W2063782155","https://openalex.org/W2076063813","https://openalex.org/W2106976443","https://openalex.org/W2113459411","https://openalex.org/W2114524997","https://openalex.org/W2121276225","https://openalex.org/W2132431872","https://openalex.org/W2133763850","https://openalex.org/W2149140091","https://openalex.org/W2150735546","https://openalex.org/W2152682068","https://openalex.org/W2171843985","https://openalex.org/W2251295075","https://openalex.org/W2273396394","https://openalex.org/W2401379394","https://openalex.org/W2412509443","https://openalex.org/W2515144511","https://openalex.org/W2520314979","https://openalex.org/W2562607067","https://openalex.org/W2626561952","https://openalex.org/W2762899769","https://openalex.org/W2765753216","https://openalex.org/W2767617828","https://openalex.org/W2774008574","https://openalex.org/W2781487490","https://openalex.org/W2787956672","https://openalex.org/W2792682186","https://openalex.org/W2798280054","https://openalex.org/W2807927967","https://openalex.org/W2808757601","https://openalex.org/W2813784940","https://openalex.org/W2839915472","https://openalex.org/W2883294590","https://openalex.org/W2905319491","https://openalex.org/W2905446659","https://openalex.org/W2914223179","https://openalex.org/W2920630733","https://openalex.org/W2954680672","https://openalex.org/W2962903028","https://openalex.org/W2962974305","https://openalex.org/W2964236337","https://openalex.org/W2995875945"],"related_works":["https://openalex.org/W4390608645","https://openalex.org/W4247566972","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W3186997021","https://openalex.org/W4200618314","https://openalex.org/W4308088897","https://openalex.org/W2911655849","https://openalex.org/W2771357047","https://openalex.org/W4286432911"],"abstract_inverted_index":{"Abstract":[0],"The":[1,209],"rapid":[2],"development":[3],"of":[4,13,20,34,45,75,89,98,131,146,226,245],"social":[5],"media,":[6],"and":[7,42,49,73,79,85,109,118,136,152,176,224,231],"special":[8],"websites":[9],"with":[10,166],"critical":[11],"reviews":[12],"products":[14],"have":[15],"created":[16],"a":[17,32,173,183,198],"huge":[18],"collection":[19],"resources":[21],"for":[22,57,212,221],"customers":[23],"all":[24],"over":[25],"the":[26,43,54,92,96,99,144,149,227,240,243],"world.":[27],"These":[28],"data":[29,90],"may":[30],"contain":[31],"lot":[33],"information":[35],"including":[36],"product":[37],"reviews,":[38],"predicting":[39],"market":[40],"changes,":[41],"polarity":[44,145],"opinions.":[46],"Machine":[47],"learning":[48,51,164],"deep":[50,163],"algorithms":[52,165],"provide":[53,202,217],"necessary":[55],"tools":[56],"intelligence":[58],"analysis":[59],"in":[60,91],"these":[61,177],"challenges.":[62],"In":[63,123],"current":[64],"competitive":[65],"markets,":[66],"it":[67],"is":[68,215,250],"essential":[69],"to":[70,142,187,201,216],"understand":[71],"opinions,":[72],"sentiments":[74,223],"reviewers":[76],"by":[77],"extracting":[78],"analyzing":[80,86,222],"their":[81],"features.":[82],"Besides,":[83],"processing":[84],"this":[87,213],"volume":[88],"cloud":[93,116,151],"can":[94,112,194],"increase":[95],"cost":[97],"system,":[100],"strongly.":[101],"Fewer":[102],"dependencies":[103],"on":[104,148,155,162,239],"expensive":[105],"hardware,":[106],"storage":[107],"space,":[108],"related":[110],"software":[111],"be":[113,195],"provided":[114],"through":[115,172],"computing":[117],"Natural":[119],"Language":[120],"Processing":[121],"(NLP).":[122],"our":[124],"work,":[125],"we":[126],"propose":[127],"an":[128,218],"integrated":[129],"architecture":[130],"Convolutional":[132],"Neural":[133],"Network":[134],"(CNN)":[135],"Long":[137],"Short-Term":[138],"Memory":[139],"(LSTM)":[140],"network":[141],"identify":[143],"words":[147],"Google":[150,156],"performing":[153],"computations":[154],"Colaboratory.":[157],"Our":[158,234],"proposed":[159,241],"model":[160],"based":[161],"word":[167],"embedding":[168],"technique":[169],"learns":[170],"features":[171,178,204],"CNN":[174,199],"layer,":[175],"are":[179],"fed":[180],"directly":[181],"into":[182,229],"bidirectional":[184],"LSTM":[185],"layer":[186,200],"capture":[188],"long-term":[189],"feature":[190],"dependencies.":[191],"Then,":[192],"they":[193],"reused":[196],"from":[197],"abstract":[203],"before":[205],"final":[206],"dense":[207],"layers.":[208],"main":[210],"goal":[211],"work":[214],"appropriate":[219],"solution":[220],"classification":[225],"opinions":[228],"positive":[230],"negative":[232],"classes.":[233],"implementations":[235],"show":[236],"that":[237],"found":[238],"model,":[242],"accuracy":[244],"more":[246],"than":[247],"89.02":[248],"%":[249],"achievable.":[251]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":13},{"year":2022,"cited_by_count":12},{"year":2021,"cited_by_count":19},{"year":2020,"cited_by_count":6}],"updated_date":"2026-06-19T15:47:20.252518","created_date":"2025-10-10T00:00:00"}
