{"id":"https://openalex.org/W4409700640","doi":"https://doi.org/10.3390/jimaging11050132","title":"Unveiling the Ultimate Meme Recipe: Image Embeddings for Identifying Top Meme Templates from r/Memes","display_name":"Unveiling the Ultimate Meme Recipe: Image Embeddings for Identifying Top Meme Templates from r/Memes","publication_year":2025,"publication_date":"2025-04-23","ids":{"openalex":"https://openalex.org/W4409700640","doi":"https://doi.org/10.3390/jimaging11050132","pmid":"https://pubmed.ncbi.nlm.nih.gov/40422989"},"language":"en","primary_location":{"id":"doi:10.3390/jimaging11050132","is_oa":true,"landing_page_url":"https://doi.org/10.3390/jimaging11050132","pdf_url":"https://www.mdpi.com/2313-433X/11/5/132/pdf?version=1745400182","source":{"id":"https://openalex.org/S2736465063","display_name":"Journal of Imaging","issn_l":"2313-433X","issn":["2313-433X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"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 Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2313-433X/11/5/132/pdf?version=1745400182","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014544088","display_name":"Jan Sawicki","orcid":"https://orcid.org/0000-0002-8930-7564"},"institutions":[{"id":"https://openalex.org/I108403487","display_name":"Warsaw University of Technology","ror":"https://ror.org/00y0xnp53","country_code":"PL","type":"education","lineage":["https://openalex.org/I108403487"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Jan Sawicki","raw_affiliation_strings":["Faculty of Mathematics and Information Science, Warsaw University of Technology, ul. Koszykowa 75, 00-662 Warszawa, Poland"],"raw_orcid":"https://orcid.org/0000-0002-8930-7564","affiliations":[{"raw_affiliation_string":"Faculty of Mathematics and Information Science, Warsaw University of Technology, ul. Koszykowa 75, 00-662 Warszawa, Poland","institution_ids":["https://openalex.org/I108403487"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5014544088"],"corresponding_institution_ids":["https://openalex.org/I108403487"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1782},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1782},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.09746444,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"11","issue":"5","first_page":"132","last_page":"132"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11197","display_name":"Digital Games and Media","score":0.9805999994277954,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11197","display_name":"Digital Games and Media","score":0.9805999994277954,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9771000146865845,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9611999988555908,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/recipe","display_name":"Recipe","score":0.8678195476531982},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6791878342628479},{"id":"https://openalex.org/keywords/template","display_name":"Template","score":0.6277022957801819},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5294166207313538},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41808751225471497},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.38527733087539673},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3505570888519287},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.32628822326660156},{"id":"https://openalex.org/keywords/history","display_name":"History","score":0.18111830949783325},{"id":"https://openalex.org/keywords/archaeology","display_name":"Archaeology","score":0.11401301622390747},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.08835205435752869}],"concepts":[{"id":"https://openalex.org/C2778671685","wikidata":"https://www.wikidata.org/wiki/Q219239","display_name":"Recipe","level":2,"score":0.8678195476531982},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6791878342628479},{"id":"https://openalex.org/C82714645","wikidata":"https://www.wikidata.org/wiki/Q438331","display_name":"Template","level":2,"score":0.6277022957801819},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5294166207313538},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41808751225471497},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.38527733087539673},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3505570888519287},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.32628822326660156},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.18111830949783325},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.11401301622390747},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.08835205435752869}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/jimaging11050132","is_oa":true,"landing_page_url":"https://doi.org/10.3390/jimaging11050132","pdf_url":"https://www.mdpi.com/2313-433X/11/5/132/pdf?version=1745400182","source":{"id":"https://openalex.org/S2736465063","display_name":"Journal of Imaging","issn_l":"2313-433X","issn":["2313-433X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"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 Imaging","raw_type":"journal-article"},{"id":"pmid:40422989","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40422989","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of imaging","raw_type":null},{"id":"pmh:oai:doaj.org/article:2dbd17823673496b9747c18e34c876a8","is_oa":true,"landing_page_url":"https://doaj.org/article/2dbd17823673496b9747c18e34c876a8","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 Imaging, Vol 11, Iss 5, p 132 (2025)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:12112496","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12112496","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"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":"J Imaging","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/jimaging11050132","is_oa":true,"landing_page_url":"https://doi.org/10.3390/jimaging11050132","pdf_url":"https://www.mdpi.com/2313-433X/11/5/132/pdf?version=1745400182","source":{"id":"https://openalex.org/S2736465063","display_name":"Journal of Imaging","issn_l":"2313-433X","issn":["2313-433X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"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 Imaging","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4409700640.pdf","grobid_xml":"https://content.openalex.org/works/W4409700640.grobid-xml"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W1608621413","https://openalex.org/W2886989394","https://openalex.org/W2895347732","https://openalex.org/W2938824800","https://openalex.org/W2944201272","https://openalex.org/W2950322928","https://openalex.org/W2981800437","https://openalex.org/W3048804154","https://openalex.org/W3098538490","https://openalex.org/W3107899304","https://openalex.org/W3135367836","https://openalex.org/W3138358781","https://openalex.org/W4206706211","https://openalex.org/W4213019189","https://openalex.org/W4226182655","https://openalex.org/W4307562882","https://openalex.org/W4310225030","https://openalex.org/W4320715318","https://openalex.org/W4381707699","https://openalex.org/W4384395933","https://openalex.org/W4386420468","https://openalex.org/W4388468370","https://openalex.org/W4391428196","https://openalex.org/W4392688329","https://openalex.org/W4401834531","https://openalex.org/W4403791277"],"related_works":["https://openalex.org/W3161239248","https://openalex.org/W258429745","https://openalex.org/W2740181000","https://openalex.org/W2561508161","https://openalex.org/W3123969856","https://openalex.org/W1584543623","https://openalex.org/W2098178683","https://openalex.org/W2740680361","https://openalex.org/W3195543079","https://openalex.org/W3187068967"],"abstract_inverted_index":{"Meme":[0],"analysis,":[1],"particularly":[2],"identifying":[3],"top":[4,115],"meme":[5,70,91,116,124,128,214,241,257],"templates,":[6,242],"is":[7],"crucial":[8],"for":[9,121,126],"understanding":[10,104],"digital":[11,51,264],"culture,":[12,250],"communication":[13],"trends,":[14],"and":[15,47,147,162,195,229],"the":[16,56,88,106,108,122,127,143,169,176,184,234,237],"spread":[17],"of":[18,26,59,66,105,114,138,145,168,183,225,244],"online":[19],"humor,":[20],"as":[21,24],"memes":[22,60,139,148,187],"serve":[23],"units":[25],"cultural":[27,193],"transmission":[28],"that":[29,154,189],"shape":[30],"public":[31],"discourse.":[32],"Tracking":[33],"popular":[34,90,186,240],"templates":[35,92,117,170],"enables":[36],"researchers":[37],"to":[38,80,197,259],"examine":[39],"their":[40,205],"role":[41,203],"in":[42,204,262],"social":[43],"engagement,":[44],"ideological":[45],"framing,":[46],"viral":[48,57,261],"dynamics":[49],"within":[50],"ecosystems.":[52],"This":[53],"study":[54,235],"explored":[55],"nature":[58],"by":[61,93],"analyzing":[62],"a":[63,112,119,201,216,226,256],"large":[64],"dataset":[65],"over":[67],"1.5":[68],"million":[69],"submissions":[71],"from":[72,77,100],"Reddit's":[73],"r/memes":[74],"subreddit,":[75],"spanning":[76],"January":[78],"2021":[79],"July":[81],"2024.":[82],"The":[83],"focus":[84],"was":[85,111],"on":[86,213,248],"uncovering":[87],"most":[89,177,185,239],"applying":[94],"advanced":[95],"image":[96,160],"processing":[97],"techniques.":[98],"Apart":[99],"building":[101],"an":[102,222],"overall":[103],"memesphere,":[107],"main":[109],"contribution":[110],"selection":[113],"providing":[118],"recipe":[120],"best":[123],"template":[125],"creators":[129],"(memesters).":[130],"Using":[131],"Vision":[132],"Transformer":[133],"(ViT)":[134],"models,":[135],"visual":[136,178],"features":[137],"were":[140,149,171,246],"analyzed":[141],"without":[142],"influence":[144,212],"text,":[146],"grouped":[150],"into":[151,253],"1000":[152],"clusters":[153],"represented":[155],"distinct":[156],"templates.":[157],"By":[158],"combining":[159],"captioning":[161],"keyword":[163],"extraction":[164],"methods,":[165],"key":[166],"characteristics":[167],"identified,":[172],"highlighting":[173],"those":[174],"with":[175],"consistency.":[179],"A":[180],"deeper":[181],"examination":[182],"revealed":[188,221],"factors":[190],"like":[191],"timing,":[192],"relevance,":[194],"references":[196],"current":[198],"events":[199],"played":[200],"significant":[202],"virality.":[206],"Although":[207],"user":[208],"identity":[209],"had":[210],"limited":[211],"success,":[215],"closer":[217],"look":[218],"at":[219],"contributors":[220],"interesting":[223],"pattern":[224],"bot":[227],"account":[228],"two":[230],"prominent":[231],"users.":[232],"Ultimately,":[233],"pinpointed":[236],"ten":[238],"many":[243],"which":[245],"based":[247],"pop":[249],"offering":[251],"insights":[252],"what":[254],"makes":[255],"likely":[258],"go":[260],"today's":[263],"culture.":[265]},"counts_by_year":[],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
