{"id":"https://openalex.org/W2966943164","doi":"https://doi.org/10.5220/0007909602900300","title":"An Overview on Image Sentiment Analysis: Methods, Datasets and Current Challenges","display_name":"An Overview on Image Sentiment Analysis: Methods, Datasets and Current Challenges","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2966943164","doi":"https://doi.org/10.5220/0007909602900300","mag":"2966943164"},"language":"en","primary_location":{"id":"doi:10.5220/0007909602900300","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0007909602900300","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 16th International Joint Conference on e-Business and Telecommunications","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0007909602900300","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5076307306","display_name":"Alessandro Ortis","orcid":"https://orcid.org/0000-0003-3461-4679"},"institutions":[{"id":"https://openalex.org/I39063666","display_name":"University of Catania","ror":"https://ror.org/03a64bh57","country_code":"IT","type":"education","lineage":["https://openalex.org/I39063666"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Alessandro Ortis","raw_affiliation_strings":["University of Catania, Department of Mathematics and Computer Science, Viale A. Doria, 6, Catania, 95125 and Italy, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"University of Catania, Department of Mathematics and Computer Science, Viale A. Doria, 6, Catania, 95125 and Italy, --- Select a Country ---","institution_ids":["https://openalex.org/I39063666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087180022","display_name":"Giovanni Maria Farinella","orcid":"https://orcid.org/0000-0002-6034-0432"},"institutions":[{"id":"https://openalex.org/I39063666","display_name":"University of Catania","ror":"https://ror.org/03a64bh57","country_code":"IT","type":"education","lineage":["https://openalex.org/I39063666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giovanni Farinella","raw_affiliation_strings":["University of Catania, Department of Mathematics and Computer Science, Viale A. Doria, 6, Catania, 95125 and Italy, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"University of Catania, Department of Mathematics and Computer Science, Viale A. Doria, 6, Catania, 95125 and Italy, --- Select a Country ---","institution_ids":["https://openalex.org/I39063666"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042746008","display_name":"Sebastiano Battiato","orcid":"https://orcid.org/0000-0001-6127-2470"},"institutions":[{"id":"https://openalex.org/I39063666","display_name":"University of Catania","ror":"https://ror.org/03a64bh57","country_code":"IT","type":"education","lineage":["https://openalex.org/I39063666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Sebastiano Battiato","raw_affiliation_strings":["University of Catania, Department of Mathematics and Computer Science, Viale A. Doria, 6, Catania, 95125 and Italy, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"University of Catania, Department of Mathematics and Computer Science, Viale A. Doria, 6, Catania, 95125 and Italy, --- Select a Country ---","institution_ids":["https://openalex.org/I39063666"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5076307306"],"corresponding_institution_ids":["https://openalex.org/I39063666"],"apc_list":null,"apc_paid":null,"fwci":3.0803,"has_fulltext":false,"cited_by_count":39,"citation_normalized_percentile":{"value":0.93408405,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"290","last_page":"300"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9990000128746033,"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":0.9990000128746033,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9923999905586243,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9810000061988831,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7779277563095093},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.775781512260437},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.6488799452781677},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6424576640129089},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5771046280860901},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5319844484329224},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3626297116279602}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7779277563095093},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.775781512260437},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.6488799452781677},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6424576640129089},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5771046280860901},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5319844484329224},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3626297116279602},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5220/0007909602900300","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0007909602900300","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 16th International Joint Conference on e-Business and Telecommunications","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.5220/0007909602900300","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0007909602900300","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 16th International Joint Conference on e-Business and Telecommunications","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W38739846","https://openalex.org/W66373487","https://openalex.org/W1511924373","https://openalex.org/W1570908156","https://openalex.org/W1590495275","https://openalex.org/W1905882502","https://openalex.org/W1934250397","https://openalex.org/W1950412479","https://openalex.org/W1979730211","https://openalex.org/W1983440957","https://openalex.org/W2003653478","https://openalex.org/W2003856922","https://openalex.org/W2006044072","https://openalex.org/W2020438140","https://openalex.org/W2039355801","https://openalex.org/W2046682605","https://openalex.org/W2066064791","https://openalex.org/W2099270617","https://openalex.org/W2102836959","https://openalex.org/W2110700950","https://openalex.org/W2115648122","https://openalex.org/W2122522916","https://openalex.org/W2123020895","https://openalex.org/W2134670479","https://openalex.org/W2139511937","https://openalex.org/W2153049579","https://openalex.org/W2157336702","https://openalex.org/W2166745236","https://openalex.org/W2170942078","https://openalex.org/W2200019946","https://openalex.org/W2294130536","https://openalex.org/W2513550067","https://openalex.org/W2513928994","https://openalex.org/W2604758567","https://openalex.org/W2604773025","https://openalex.org/W2735685223","https://openalex.org/W2741630455","https://openalex.org/W2770602608","https://openalex.org/W2793037070","https://openalex.org/W2899483114","https://openalex.org/W2964167669"],"related_works":["https://openalex.org/W2548633793","https://openalex.org/W2941935829","https://openalex.org/W3089396779","https://openalex.org/W2596247554","https://openalex.org/W4301373556","https://openalex.org/W3013279174","https://openalex.org/W3132372214","https://openalex.org/W4224284088","https://openalex.org/W4213023620","https://openalex.org/W2243502667"],"abstract_inverted_index":{"This":[0],"paper":[1,87],"introduces":[2,88],"the":[3,11,23,28,39,48,67,76,80,86],"research":[4,20],"field":[5],"of":[6,18,38,66],"Image":[7],"Sentiment":[8],"Analysis,":[9],"analyses":[10],"related":[12,49],"problems,":[13],"provides":[14],"an":[15,83],"in-depth":[16],"overview":[17,37],"current":[19],"progress,":[21],"discusses":[22],"major":[24],"issues":[25,51],"and":[26,31,59,74,92,104],"outlines":[27],"new":[29,101],"opportunities":[30],"challenges":[32,91],"in":[33],"this":[34],"area.":[35],"An":[36],"most":[40,60],"significant":[41],"works":[42],"is":[43,52,69],"presented.":[44],"A":[45,63],"discussion":[46],"about":[47],"specific":[50],"provided:":[53],"emotions":[54],"representation":[55],"models,":[56],"existing":[57],"datasets":[58],"used":[61],"features.":[62],"generalizable":[64],"analysis":[65],"problem":[68],"also":[70],"presented,":[71],"by":[72],"identifying":[73],"analyzing":[75],"components":[77],"that":[78,94],"affect":[79],"sentiment":[81],"toward":[82],"image.":[84],"Furthermore,":[85],"some":[89],"additional":[90],"techniques":[93],"could":[95],"be":[96],"investigated,":[97],"proposing":[98],"suggestions":[99],"for":[100],"methods,":[102],"features":[103],"datasets.":[105]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":12},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}