{"id":"https://openalex.org/W4379806346","doi":"https://doi.org/10.1145/3591106.3592275","title":"Multi-channel Convolutional Neural Network for Precise Meme Classification","display_name":"Multi-channel Convolutional Neural Network for Precise Meme Classification","publication_year":2023,"publication_date":"2023-06-08","ids":{"openalex":"https://openalex.org/W4379806346","doi":"https://doi.org/10.1145/3591106.3592275"},"language":"en","primary_location":{"id":"doi:10.1145/3591106.3592275","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3591106.3592275","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3591106.3592275","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 ACM International Conference on Multimedia Retrieval","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3591106.3592275","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019436592","display_name":"Victoria Sherratt","orcid":"https://orcid.org/0000-0002-6366-8310"},"institutions":[{"id":"https://openalex.org/I191240316","display_name":"University of Hull","ror":"https://ror.org/04nkhwh30","country_code":"GB","type":"education","lineage":["https://openalex.org/I191240316"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Victoria Sherratt","raw_affiliation_strings":["School of Computer Science, University of Hull, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0002-6366-8310","affiliations":[{"raw_affiliation_string":"School of Computer Science, University of Hull, United Kingdom","institution_ids":["https://openalex.org/I191240316"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001491957","display_name":"Kevin A. Pimbblet","orcid":"https://orcid.org/0000-0002-3963-3919"},"institutions":[{"id":"https://openalex.org/I191240316","display_name":"University of Hull","ror":"https://ror.org/04nkhwh30","country_code":"GB","type":"education","lineage":["https://openalex.org/I191240316"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Kevin Pimbblet","raw_affiliation_strings":["School of Natural Sciences, University of Hull, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0002-3963-3919","affiliations":[{"raw_affiliation_string":"School of Natural Sciences, University of Hull, United Kingdom","institution_ids":["https://openalex.org/I191240316"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015800938","display_name":"Nina Dethlefs","orcid":"https://orcid.org/0000-0002-6917-5066"},"institutions":[{"id":"https://openalex.org/I191240316","display_name":"University of Hull","ror":"https://ror.org/04nkhwh30","country_code":"GB","type":"education","lineage":["https://openalex.org/I191240316"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Nina Dethlefs","raw_affiliation_strings":["School of Computer Science, University of Hull, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0002-6917-5066","affiliations":[{"raw_affiliation_string":"School of Computer Science, University of Hull, United Kingdom","institution_ids":["https://openalex.org/I191240316"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5019436592"],"corresponding_institution_ids":["https://openalex.org/I191240316"],"apc_list":null,"apc_paid":null,"fwci":0.5112,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.70343827,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"190","last_page":"198"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12262","display_name":"Hate Speech and Cyberbullying Detection","score":0.9987999796867371,"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/T12262","display_name":"Hate Speech and Cyberbullying Detection","score":0.9987999796867371,"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/T11795","display_name":"Humor Studies and Applications","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9950000047683716,"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/computer-science","display_name":"Computer science","score":0.8116461038589478},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7666258215904236},{"id":"https://openalex.org/keywords/collation","display_name":"Collation","score":0.7162376046180725},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.6638700366020203},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5922085642814636},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.4593108296394348},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.40036740899086},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3950304687023163}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8116461038589478},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7666258215904236},{"id":"https://openalex.org/C505175697","wikidata":"https://www.wikidata.org/wiki/Q14953108","display_name":"Collation","level":2,"score":0.7162376046180725},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.6638700366020203},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5922085642814636},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.4593108296394348},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.40036740899086},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3950304687023163},{"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/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3591106.3592275","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3591106.3592275","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3591106.3592275","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 ACM International Conference on Multimedia Retrieval","raw_type":"proceedings-article"},{"id":"pmh:oai:hull-repository.worktribe.com:4338069","is_oa":true,"landing_page_url":"https://hull-repository.worktribe.com/output/4338069","pdf_url":"https://hull-repository.worktribe.com/file/4338069/1/Conference%20paper","source":{"id":"https://openalex.org/S4306400827","display_name":"Repository@Hull (Worktribe) (University of Hull)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I191240316","host_organization_name":"University of Hull","host_organization_lineage":["https://openalex.org/I191240316"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"publishedVersion"}],"best_oa_location":{"id":"doi:10.1145/3591106.3592275","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3591106.3592275","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3591106.3592275","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 ACM International Conference on Multimedia Retrieval","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4379806346.pdf","grobid_xml":"https://content.openalex.org/works/W4379806346.grobid-xml"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W2127492100","https://openalex.org/W2147459640","https://openalex.org/W2185175083","https://openalex.org/W2250539671","https://openalex.org/W2963037330","https://openalex.org/W2963323905","https://openalex.org/W2995340703","https://openalex.org/W3000226596","https://openalex.org/W3032990595","https://openalex.org/W3100731615","https://openalex.org/W3106233802","https://openalex.org/W3107899304","https://openalex.org/W3115532187","https://openalex.org/W3115855266","https://openalex.org/W3117134522","https://openalex.org/W3138358781","https://openalex.org/W3184457097","https://openalex.org/W4220988965","https://openalex.org/W4285606948","https://openalex.org/W4287665770","https://openalex.org/W4287871263","https://openalex.org/W4317564852","https://openalex.org/W4320715318"],"related_works":["https://openalex.org/W2386910960","https://openalex.org/W3183901164","https://openalex.org/W2951211570","https://openalex.org/W3176438653","https://openalex.org/W3135818718","https://openalex.org/W4290188444","https://openalex.org/W3167935049","https://openalex.org/W3003905048","https://openalex.org/W2253429366","https://openalex.org/W3127975138"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"a":[3,21,45],"multi-channel":[4],"convolutional":[5],"neural":[6],"network":[7],"(MC-CNN)":[8],"for":[9,39],"classifying":[10],"memes":[11,58],"and":[12,18,54,82,111],"non-memes.":[13],"Our":[14,93],"architecture":[15],"is":[16,85],"trained":[17],"validated":[19],"on":[20],"challenging":[22],"dataset":[23],"that":[24,59,84],"includes":[25],"non-meme":[26],"formats":[27],"with":[28,66],"textual":[29],"attributes,":[30],"which":[31,72],"are":[32],"also":[33],"circulated":[34],"online":[35],"but":[36],"rarely":[37],"accounted":[38],"in":[40,78,107],"meme":[41,75,101,108],"classification":[42],"tasks.":[43],"Alongside":[44],"transfer":[46],"learning":[47],"base,":[48],"two":[49],"additional":[50],"channels":[51],"capture":[52],"low-level":[53],"fundamental":[55],"features":[56],"of":[57,100],"make":[60],"them":[61],"unique":[62],"from":[63],"other":[64],"images":[65],"text.":[67],"We":[68],"contribute":[69],"an":[70],"approach":[71],"outperforms":[73],"previous":[74],"classifiers":[76],"specifically":[77],"live":[79],"data":[80],"evaluation,":[81],"one":[83],"better":[86],"able":[87],"to":[88,96,103],"generalise":[89],"\u2018in":[90],"the":[91],"wild\u2019.":[92],"research":[94,106],"aims":[95],"improve":[97],"accurate":[98],"collation":[99],"content":[102,109,117],"support":[104],"continued":[105],"analysis,":[110],"meme-related":[112],"sub-tasks":[113],"such":[114],"as":[115],"harmful":[116],"detection.":[118]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}