{"id":"https://openalex.org/W3106522498","doi":"https://doi.org/10.1109/smap49528.2020.9248445","title":"Towards AI-based Semantic Multimedia Indexing and Retrieval for Social Media on Smartphones","display_name":"Towards AI-based Semantic Multimedia Indexing and Retrieval for Social Media on Smartphones","publication_year":2020,"publication_date":"2020-10-29","ids":{"openalex":"https://openalex.org/W3106522498","doi":"https://doi.org/10.1109/smap49528.2020.9248445","mag":"3106522498"},"language":"en","primary_location":{"id":"doi:10.1109/smap49528.2020.9248445","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smap49528.2020.9248445","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 15th International Workshop on Semantic and Social Media Adaptation and Personalization (SMA","raw_type":"proceedings-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/A5020207419","display_name":"Stefan Wagenpfeil","orcid":"https://orcid.org/0000-0003-2100-7589"},"institutions":[{"id":"https://openalex.org/I120691247","display_name":"FernUniversit\u00e4t in Hagen","ror":"https://ror.org/04tkkr536","country_code":"DE","type":"education","lineage":["https://openalex.org/I120691247"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Stefan Wagenpfeil","raw_affiliation_strings":["Faculty of Mathematics and Computer Science, University of Hagen, Hagen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Mathematics and Computer Science, University of Hagen, Hagen, Germany","institution_ids":["https://openalex.org/I120691247"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086429143","display_name":"Matthias Hemmje","orcid":"https://orcid.org/0000-0001-8293-2802"},"institutions":[{"id":"https://openalex.org/I120691247","display_name":"FernUniversit\u00e4t in Hagen","ror":"https://ror.org/04tkkr536","country_code":"DE","type":"education","lineage":["https://openalex.org/I120691247"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Matthias Hemmje","raw_affiliation_strings":["Faculty of Mathematics and Computer Science, University of Hagen, Hagen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Mathematics and Computer Science, University of Hagen, Hagen, Germany","institution_ids":["https://openalex.org/I120691247"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I120691247"],"apc_list":null,"apc_paid":null,"fwci":0.3916,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.63146398,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"1","issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9998999834060669,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9998999834060669,"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/T11439","display_name":"Video Analysis and Summarization","score":0.9994000196456909,"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":0.8813451528549194},{"id":"https://openalex.org/keywords/search-engine-indexing","display_name":"Search engine indexing","score":0.8151142597198486},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.670315146446228},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.5902815461158752},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.5537871718406677},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.5479904413223267},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.543207585811615},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5264706611633301},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.47406286001205444},{"id":"https://openalex.org/keywords/multimedia-information-retrieval","display_name":"Multimedia information retrieval","score":0.46053245663642883},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.4565344750881195},{"id":"https://openalex.org/keywords/semantic-feature","display_name":"Semantic feature","score":0.4451606273651123},{"id":"https://openalex.org/keywords/annotation","display_name":"Annotation","score":0.4216562509536743},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3834868371486664},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3553278148174286},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.13284772634506226},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.11312848329544067}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8813451528549194},{"id":"https://openalex.org/C75165309","wikidata":"https://www.wikidata.org/wiki/Q2258979","display_name":"Search engine indexing","level":2,"score":0.8151142597198486},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.670315146446228},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.5902815461158752},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5537871718406677},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.5479904413223267},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.543207585811615},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5264706611633301},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.47406286001205444},{"id":"https://openalex.org/C2776318140","wikidata":"https://www.wikidata.org/wiki/Q6934776","display_name":"Multimedia information retrieval","level":2,"score":0.46053245663642883},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.4565344750881195},{"id":"https://openalex.org/C2781122975","wikidata":"https://www.wikidata.org/wiki/Q16928266","display_name":"Semantic feature","level":2,"score":0.4451606273651123},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.4216562509536743},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3834868371486664},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3553278148174286},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.13284772634506226},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.11312848329544067},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"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:10.1109/smap49528.2020.9248445","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smap49528.2020.9248445","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 15th International Workshop on Semantic and Social Media Adaptation and Personalization (SMA","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6100000143051147,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W626647194","https://openalex.org/W1882440334","https://openalex.org/W2000117114","https://openalex.org/W2006706581","https://openalex.org/W2010397581","https://openalex.org/W2053765558","https://openalex.org/W2054535005","https://openalex.org/W2055888827","https://openalex.org/W2072508937","https://openalex.org/W2127906531","https://openalex.org/W2130660124","https://openalex.org/W2155803963","https://openalex.org/W2161865688","https://openalex.org/W2332102917","https://openalex.org/W2408594652","https://openalex.org/W2557283755","https://openalex.org/W2562168998","https://openalex.org/W2775072199","https://openalex.org/W2788294449","https://openalex.org/W2795152598","https://openalex.org/W2809473392","https://openalex.org/W2889472557","https://openalex.org/W2936737507","https://openalex.org/W3035604301","https://openalex.org/W3049448471","https://openalex.org/W3049459225","https://openalex.org/W4211038350","https://openalex.org/W4249837911","https://openalex.org/W4389259711","https://openalex.org/W6650329696","https://openalex.org/W6653026203","https://openalex.org/W6655627032","https://openalex.org/W6746883906","https://openalex.org/W7075738255"],"related_works":["https://openalex.org/W3024364549","https://openalex.org/W2750276072","https://openalex.org/W2352421875","https://openalex.org/W54051095","https://openalex.org/W2384506582","https://openalex.org/W2119708974","https://openalex.org/W2611996841","https://openalex.org/W2203841906","https://openalex.org/W1981548447","https://openalex.org/W1558035149"],"abstract_inverted_index":{"To":[0],"cope":[1],"with":[2],"the":[3,96,105,131],"vastly":[4],"growing":[5],"number":[6],"of":[7,63,95,107],"Multimedia":[8,56,98,109],"Assets":[9],"on":[10,160],"Smartphones":[11],"and":[12,21,38,42,50,68,74,88,127,146],"Social":[13,155],"Media,":[14],"an":[15,28,93],"integrated":[16],"approach":[17,29],"for":[18,141,152],"Semantic":[19,47,86,144],"Indexing":[20,49,87,145],"Retrieval":[22,51,147],"is":[23],"required.":[24],"This":[25,90],"paper":[26,91],"introduces":[27],"towards":[30],"a":[31,45,55,108,116,139],"generic":[32],"framework":[33],"to":[34,83,122],"fuse":[35],"existing":[36],"image":[37],"video":[39],"analysis":[40],"tools":[41],"algorithms":[43],"into":[44],"Unified":[46],"Annotation,":[48],"Model":[52],"resulting":[53],"in":[54,130],"Feature":[57,78,110,132],"Vector":[58,111,133],"Graph":[59,112],"representing":[60],"various":[61],"levels":[62],"Media":[64,66,69,156],"Content,":[65],"Structures":[67],"Features.":[70],"Utilizing":[71],"Artificial":[72],"Intelligence":[73],"Machine":[75],"Learning,":[76],"these":[77],"Representations":[79],"can":[80],"be":[81],"used":[82],"provide":[84],"accurate":[85],"Retrieval.":[89],"provides":[92],"overview":[94],"Generic":[97],"Analysis":[99],"Framework":[100,113],"(GMAF)":[101],"as":[102,104],"well":[103],"definition":[106],"(MMFVGF).":[114],"As":[115],"third":[117],"contribution":[118],"we":[119,137],"introduce":[120],"AI4MMACCESS":[121],"detect":[123],"differences,":[124],"enhance":[125],"Semantics":[126],"refine":[128],"weights":[129],"Graph.":[134],"Combining":[135],"this,":[136],"describe":[138],"solution":[140],"highly":[142],"flexible":[143],"that":[148],"offers":[149],"unseen":[150],"possibilities":[151],"applications":[153],"like":[154],"or":[157],"local":[158],"Apps":[159],"Smartphones.":[161]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":3}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
