{"id":"https://openalex.org/W4405450127","doi":"https://doi.org/10.1093/comjnl/bxae133","title":"Image sentiment analysis based on distillation and sentiment region localization network","display_name":"Image sentiment analysis based on distillation and sentiment region localization network","publication_year":2024,"publication_date":"2024-12-16","ids":{"openalex":"https://openalex.org/W4405450127","doi":"https://doi.org/10.1093/comjnl/bxae133"},"language":"en","primary_location":{"id":"doi:10.1093/comjnl/bxae133","is_oa":false,"landing_page_url":"https://doi.org/10.1093/comjnl/bxae133","pdf_url":null,"source":{"id":"https://openalex.org/S44643521","display_name":"The Computer Journal","issn_l":"0010-4620","issn":["0010-4620","1460-2067"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Computer Journal","raw_type":"journal-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/A5100442149","display_name":"Hongbin Zhang","orcid":"https://orcid.org/0000-0002-4530-9736"},"institutions":[{"id":"https://openalex.org/I13985625","display_name":"East China Jiaotong University","ror":"https://ror.org/05x2f1m38","country_code":"CN","type":"education","lineage":["https://openalex.org/I13985625"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hongbin Zhang","raw_affiliation_strings":["School of Information and Software Engineering , East China Jiaotong University, 808 Shuanggang East Street, Nanchang Economic and Technological Development Zone, Jiangxi Province,","School of Information and Software Engineering, East China Jiaotong University, 808 Shuanggang East Street, Nanchang Economic and Technological Development Zone, Jiangxi Province, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Software Engineering , East China Jiaotong University, 808 Shuanggang East Street, Nanchang Economic and Technological Development Zone, Jiangxi Province,","institution_ids":["https://openalex.org/I13985625"]},{"raw_affiliation_string":"School of Information and Software Engineering, East China Jiaotong University, 808 Shuanggang East Street, Nanchang Economic and Technological Development Zone, Jiangxi Province, China","institution_ids":["https://openalex.org/I13985625"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102862673","display_name":"Yakai Feng","orcid":"https://orcid.org/0000-0002-4511-0874"},"institutions":[{"id":"https://openalex.org/I13985625","display_name":"East China Jiaotong University","ror":"https://ror.org/05x2f1m38","country_code":"CN","type":"education","lineage":["https://openalex.org/I13985625"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ya Feng","raw_affiliation_strings":["School of Information and Software Engineering , East China Jiaotong University, 808 Shuanggang East Street, Nanchang Economic and Technological Development Zone, Jiangxi Province,","School of Information and Software Engineering, East China Jiaotong University, 808 Shuanggang East Street, Nanchang Economic and Technological Development Zone, Jiangxi Province, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Software Engineering , East China Jiaotong University, 808 Shuanggang East Street, Nanchang Economic and Technological Development Zone, Jiangxi Province,","institution_ids":["https://openalex.org/I13985625"]},{"raw_affiliation_string":"School of Information and Software Engineering, East China Jiaotong University, 808 Shuanggang East Street, Nanchang Economic and Technological Development Zone, Jiangxi Province, China","institution_ids":["https://openalex.org/I13985625"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050528589","display_name":"Yuan Meng","orcid":"https://orcid.org/0000-0001-6468-8623"},"institutions":[{"id":"https://openalex.org/I13985625","display_name":"East China Jiaotong University","ror":"https://ror.org/05x2f1m38","country_code":"CN","type":"education","lineage":["https://openalex.org/I13985625"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meng Yuan","raw_affiliation_strings":["School of Information and Software Engineering , East China Jiaotong University, 808 Shuanggang East Street, Nanchang Economic and Technological Development Zone, Jiangxi Province,","School of Information and Software Engineering, East China Jiaotong University, 808 Shuanggang East Street, Nanchang Economic and Technological Development Zone, Jiangxi Province, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Software Engineering , East China Jiaotong University, 808 Shuanggang East Street, Nanchang Economic and Technological Development Zone, Jiangxi Province,","institution_ids":["https://openalex.org/I13985625"]},{"raw_affiliation_string":"School of Information and Software Engineering, East China Jiaotong University, 808 Shuanggang East Street, Nanchang Economic and Technological Development Zone, Jiangxi Province, China","institution_ids":["https://openalex.org/I13985625"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012800942","display_name":"Jingyi Hou","orcid":"https://orcid.org/0000-0003-0172-3115"},"institutions":[{"id":"https://openalex.org/I13985625","display_name":"East China Jiaotong University","ror":"https://ror.org/05x2f1m38","country_code":"CN","type":"education","lineage":["https://openalex.org/I13985625"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingyi Hou","raw_affiliation_strings":["School of Information and Software Engineering , East China Jiaotong University, 808 Shuanggang East Street, Nanchang Economic and Technological Development Zone, Jiangxi Province,","School of Information and Software Engineering, East China Jiaotong University, 808 Shuanggang East Street, Nanchang Economic and Technological Development Zone, Jiangxi Province, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Software Engineering , East China Jiaotong University, 808 Shuanggang East Street, Nanchang Economic and Technological Development Zone, Jiangxi Province,","institution_ids":["https://openalex.org/I13985625"]},{"raw_affiliation_string":"School of Information and Software Engineering, East China Jiaotong University, 808 Shuanggang East Street, Nanchang Economic and Technological Development Zone, Jiangxi Province, China","institution_ids":["https://openalex.org/I13985625"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115603695","display_name":"Jin Zhang","orcid":"https://orcid.org/0000-0003-3554-2996"},"institutions":[{"id":"https://openalex.org/I13985625","display_name":"East China Jiaotong University","ror":"https://ror.org/05x2f1m38","country_code":"CN","type":"education","lineage":["https://openalex.org/I13985625"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jin Zhang","raw_affiliation_strings":["School of Information and Software Engineering , East China Jiaotong University, 808 Shuanggang East Street, Nanchang Economic and Technological Development Zone, Jiangxi Province,","School of Information and Software Engineering, East China Jiaotong University, 808 Shuanggang East Street, Nanchang Economic and Technological Development Zone, Jiangxi Province, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Software Engineering , East China Jiaotong University, 808 Shuanggang East Street, Nanchang Economic and Technological Development Zone, Jiangxi Province,","institution_ids":["https://openalex.org/I13985625"]},{"raw_affiliation_string":"School of Information and Software Engineering, East China Jiaotong University, 808 Shuanggang East Street, Nanchang Economic and Technological Development Zone, Jiangxi Province, China","institution_ids":["https://openalex.org/I13985625"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003074024","display_name":"Guangli Li","orcid":"https://orcid.org/0000-0003-3068-2869"},"institutions":[{"id":"https://openalex.org/I13985625","display_name":"East China Jiaotong University","ror":"https://ror.org/05x2f1m38","country_code":"CN","type":"education","lineage":["https://openalex.org/I13985625"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangli Li","raw_affiliation_strings":["School of Information and Software Engineering , East China Jiaotong University, 808 Shuanggang East Street, Nanchang Economic and Technological Development Zone, Jiangxi Province,","School of Information and Software Engineering, East China Jiaotong University, 808 Shuanggang East Street, Nanchang Economic and Technological Development Zone, Jiangxi Province, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Software Engineering , East China Jiaotong University, 808 Shuanggang East Street, Nanchang Economic and Technological Development Zone, Jiangxi Province,","institution_ids":["https://openalex.org/I13985625"]},{"raw_affiliation_string":"School of Information and Software Engineering, East China Jiaotong University, 808 Shuanggang East Street, Nanchang Economic and Technological Development Zone, Jiangxi Province, China","institution_ids":["https://openalex.org/I13985625"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100442149"],"corresponding_institution_ids":["https://openalex.org/I13985625"],"apc_list":{"value":2635,"currency":"GBP","value_usd":3232},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.21323223,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"68","issue":"6","first_page":"577","last_page":"590"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9986000061035156,"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":0.9986000061035156,"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/T13731","display_name":"Advanced Computing and Algorithms","score":0.9934999942779541,"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"}},{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9731000065803528,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.877964198589325},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8291624784469604},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.8137776851654053},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.601301372051239},{"id":"https://openalex.org/keywords/granularity","display_name":"Granularity","score":0.555584728717804},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.46439674496650696},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.46014106273651123},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.4252844750881195},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.36055147647857666},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3331986665725708}],"concepts":[{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.877964198589325},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8291624784469604},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.8137776851654053},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.601301372051239},{"id":"https://openalex.org/C177774035","wikidata":"https://www.wikidata.org/wiki/Q1246948","display_name":"Granularity","level":2,"score":0.555584728717804},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.46439674496650696},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.46014106273651123},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.4252844750881195},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.36055147647857666},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3331986665725708},{"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/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1093/comjnl/bxae133","is_oa":false,"landing_page_url":"https://doi.org/10.1093/comjnl/bxae133","pdf_url":null,"source":{"id":"https://openalex.org/S44643521","display_name":"The Computer Journal","issn_l":"0010-4620","issn":["0010-4620","1460-2067"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Computer Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.7599999904632568}],"awards":[{"id":"https://openalex.org/G280700968","display_name":null,"funder_award_id":"62161011","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7806167833","display_name":null,"funder_award_id":"62361027","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W1784731433","https://openalex.org/W2003856922","https://openalex.org/W2048783874","https://openalex.org/W2347880541","https://openalex.org/W2405680777","https://openalex.org/W2552066052","https://openalex.org/W2618530766","https://openalex.org/W2905216489","https://openalex.org/W2908347420","https://openalex.org/W2921051284","https://openalex.org/W2921192933","https://openalex.org/W2963992782","https://openalex.org/W2970899879","https://openalex.org/W2971765953","https://openalex.org/W2972850892","https://openalex.org/W2989684529","https://openalex.org/W3003362227","https://openalex.org/W3033948091","https://openalex.org/W3093162393","https://openalex.org/W3094861983","https://openalex.org/W3095024162","https://openalex.org/W3098061148","https://openalex.org/W3102488888","https://openalex.org/W3195946570","https://openalex.org/W3204664130","https://openalex.org/W3211094633","https://openalex.org/W4224288047","https://openalex.org/W4236965008","https://openalex.org/W4286256937","https://openalex.org/W4320170211","https://openalex.org/W4391451420","https://openalex.org/W4392404424","https://openalex.org/W4396672078","https://openalex.org/W4400455388","https://openalex.org/W6637373629","https://openalex.org/W6638212731","https://openalex.org/W6687483927","https://openalex.org/W6741576958","https://openalex.org/W6742024309","https://openalex.org/W6762862765","https://openalex.org/W6766117918","https://openalex.org/W6767280838","https://openalex.org/W6809844243"],"related_works":["https://openalex.org/W2931688134","https://openalex.org/W2377919138","https://openalex.org/W2378857091","https://openalex.org/W103652678","https://openalex.org/W4226090359","https://openalex.org/W2059697060","https://openalex.org/W936373746","https://openalex.org/W2965546495","https://openalex.org/W2975817033","https://openalex.org/W3112714922"],"abstract_inverted_index":{"Abstract":[0],"Accurately":[1],"identifying":[2],"the":[3,72,76,80,109,113],"emotions":[4],"in":[5],"images":[6],"is":[7,62,105,175],"crucial":[8],"for":[9,128],"sentiment":[10,16,21,41,54,77,85,97,122,130],"content":[11],"analysis.":[12,42,131],"To":[13],"detect":[14],"local":[15,53,67,84,96],"regions":[17],"and":[18,30,66,83,116,143,154],"acquire":[19],"discriminative":[20,73,126],"features,":[22],"we":[23],"propose":[24],"a":[25,118],"novel":[26],"model":[27],"named":[28],"Distillation-guided":[29],"Contrastive-enhanced":[31],"Sentiment":[32],"Region":[33],"Localization":[34],"Network":[35],"(DC-SRLN)":[36],"to":[37,51,69,90,107],"effectively":[38],"complete":[39],"image":[40,129],"Two":[43],"smart":[44],"but":[45],"heterogeneous":[46,110],"SRLNs":[47,115],"are":[48,87],"designed":[49],"first":[50],"pursue":[52],"regions.":[55,98],"Then":[56],"an":[57,100],"innovative":[58],"contrastive":[59],"learning":[60],"mode":[61],"implemented":[63],"between":[64],"global":[65,82],"features":[68,86,111],"further":[70],"enhance":[71],"ability":[74,127],"of":[75,151,173],"features.":[78],"Third,":[79],"enhanced":[81],"seamlessly":[88],"integrated":[89],"guide":[91],"each":[92],"SRLN":[93],"accurately":[94],"capture":[95],"Finally,":[99],"adaptive":[101],"feature":[102],"fusion":[103],"module":[104],"created":[106],"fuse":[108],"from":[112],"two":[114],"generate":[117],"new":[119],"multi-view":[120],"multi-granularity":[121],"semantics":[123],"with":[124],"more":[125],"Extensive":[132],"experimental":[133],"results":[134],"on":[135],"three":[136],"prevailing":[137],"datasets,":[138],"namely":[139],"Twitter":[140],"I,":[141],"FI,":[142],"ArtPhoto,":[144],"exhibit":[145],"that":[146],"DC-SRLN":[147,162,174],"achieves":[148],"satisfactory":[149],"accuracies":[150],"93.2%,":[152],"80.6%,":[153],"78.7%,":[155],"respectively,":[156],"outperforming":[157],"recent":[158],"state-of-the-art":[159],"baselines.":[160],"Moreover,":[161],"needs":[163],"less":[164],"training":[165],"time,":[166],"demonstrating":[167],"its":[168],"high":[169],"practicality.":[170],"The":[171],"code":[172],"freely":[176],"available":[177],"at":[178],"https://github.com/Riley6868/DC-SRLN.":[179]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
