{"id":"https://openalex.org/W3097853387","doi":"https://doi.org/10.3390/fi12110183","title":"A Knowledge-Driven Multimedia Retrieval System Based on Semantics and Deep Features","display_name":"A Knowledge-Driven Multimedia Retrieval System Based on Semantics and Deep Features","publication_year":2020,"publication_date":"2020-10-28","ids":{"openalex":"https://openalex.org/W3097853387","doi":"https://doi.org/10.3390/fi12110183","mag":"3097853387"},"language":"en","primary_location":{"id":"doi:10.3390/fi12110183","is_oa":true,"landing_page_url":"https://doi.org/10.3390/fi12110183","pdf_url":"https://www.mdpi.com/1999-5903/12/11/183/pdf?version=1603945217","source":{"id":"https://openalex.org/S34838331","display_name":"Future Internet","issn_l":"1999-5903","issn":["1999-5903"],"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":"Future Internet","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1999-5903/12/11/183/pdf?version=1603945217","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5052542784","display_name":"Antonio M. Rinaldi","orcid":"https://orcid.org/0000-0001-7003-4781"},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Antonio Maria Rinaldi","raw_affiliation_strings":["Department of Electrical Engineering and Information Technologies, University of Naples Federico II, Via Claudio, 21, 80125 Napoli, Italy"],"raw_orcid":"https://orcid.org/0000-0001-7003-4781","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Information Technologies, University of Naples Federico II, Via Claudio, 21, 80125 Napoli, Italy","institution_ids":["https://openalex.org/I71267560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035167174","display_name":"Cristiano Russo","orcid":"https://orcid.org/0000-0002-8732-1733"},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Cristiano Russo","raw_affiliation_strings":["Department of Electrical Engineering and Information Technologies, University of Naples Federico II, Via Claudio, 21, 80125 Napoli, Italy"],"raw_orcid":"https://orcid.org/0000-0002-8732-1733","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Information Technologies, University of Naples Federico II, Via Claudio, 21, 80125 Napoli, Italy","institution_ids":["https://openalex.org/I71267560"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035723769","display_name":"Cristian Tommasino","orcid":"https://orcid.org/0000-0001-9763-8745"},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Cristian Tommasino","raw_affiliation_strings":["Department of Electrical Engineering and Information Technologies, University of Naples Federico II, Via Claudio, 21, 80125 Napoli, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Information Technologies, University of Naples Federico II, Via Claudio, 21, 80125 Napoli, Italy","institution_ids":["https://openalex.org/I71267560"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5052542784"],"corresponding_institution_ids":["https://openalex.org/I71267560"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":1.275,"has_fulltext":true,"cited_by_count":17,"citation_normalized_percentile":{"value":0.82910229,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"12","issue":"11","first_page":"183","last_page":"183"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"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"}},"topics":[{"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9998000264167786,"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":0.9952999949455261,"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":0.9408549666404724},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.7132267951965332},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.6515300273895264},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.6267747282981873},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5578638911247253},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.536251962184906},{"id":"https://openalex.org/keywords/human\u2013computer-information-retrieval","display_name":"Human\u2013computer information retrieval","score":0.5038759112358093},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5020918846130371},{"id":"https://openalex.org/keywords/multimedia-information-retrieval","display_name":"Multimedia information retrieval","score":0.47349104285240173},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.4123392701148987},{"id":"https://openalex.org/keywords/search-engine","display_name":"Search engine","score":0.4044649600982666},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.37306246161460876},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3218245506286621},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2524803578853607}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9408549666404724},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.7132267951965332},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.6515300273895264},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.6267747282981873},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5578638911247253},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.536251962184906},{"id":"https://openalex.org/C90288658","wikidata":"https://www.wikidata.org/wiki/Q3318149","display_name":"Human\u2013computer information retrieval","level":3,"score":0.5038759112358093},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5020918846130371},{"id":"https://openalex.org/C2776318140","wikidata":"https://www.wikidata.org/wiki/Q6934776","display_name":"Multimedia information retrieval","level":2,"score":0.47349104285240173},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.4123392701148987},{"id":"https://openalex.org/C97854310","wikidata":"https://www.wikidata.org/wiki/Q19541","display_name":"Search engine","level":2,"score":0.4044649600982666},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.37306246161460876},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3218245506286621},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2524803578853607},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/fi12110183","is_oa":true,"landing_page_url":"https://doi.org/10.3390/fi12110183","pdf_url":"https://www.mdpi.com/1999-5903/12/11/183/pdf?version=1603945217","source":{"id":"https://openalex.org/S34838331","display_name":"Future Internet","issn_l":"1999-5903","issn":["1999-5903"],"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":"Future Internet","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:gam:jftint:v:12:y:2020:i:11:p:183-:d:435816","is_oa":false,"landing_page_url":"https://www.mdpi.com/1999-5903/12/11/183/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:19540c16e06e4a57b19cd26ed0e9296a","is_oa":true,"landing_page_url":"https://doaj.org/article/19540c16e06e4a57b19cd26ed0e9296a","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":"Future Internet, Vol 12, Iss 11, p 183 (2020)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1999-5903/12/11/183/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/fi12110183","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"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":"Future Internet; Volume 12; Issue 11; Pages: 183","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/fi12110183","is_oa":true,"landing_page_url":"https://doi.org/10.3390/fi12110183","pdf_url":"https://www.mdpi.com/1999-5903/12/11/183/pdf?version=1603945217","source":{"id":"https://openalex.org/S34838331","display_name":"Future Internet","issn_l":"1999-5903","issn":["1999-5903"],"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":"Future Internet","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.8199999928474426}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3097853387.pdf","grobid_xml":"https://content.openalex.org/works/W3097853387.grobid-xml"},"referenced_works_count":55,"referenced_works":["https://openalex.org/W623531199","https://openalex.org/W1482813370","https://openalex.org/W1560006303","https://openalex.org/W1686810756","https://openalex.org/W1743786651","https://openalex.org/W1971220772","https://openalex.org/W2004268840","https://openalex.org/W2007510844","https://openalex.org/W2021001614","https://openalex.org/W2033673972","https://openalex.org/W2046589280","https://openalex.org/W2059873455","https://openalex.org/W2060712720","https://openalex.org/W2063957149","https://openalex.org/W2073680939","https://openalex.org/W2081580037","https://openalex.org/W2082453965","https://openalex.org/W2092488901","https://openalex.org/W2097117768","https://openalex.org/W2105809105","https://openalex.org/W2117228865","https://openalex.org/W2118886759","https://openalex.org/W2123229215","https://openalex.org/W2130660124","https://openalex.org/W2141062075","https://openalex.org/W2144407188","https://openalex.org/W2148523545","https://openalex.org/W2153277104","https://openalex.org/W2153949660","https://openalex.org/W2154683974","https://openalex.org/W2154771901","https://openalex.org/W2155090564","https://openalex.org/W2174726731","https://openalex.org/W2188347037","https://openalex.org/W2194775991","https://openalex.org/W2398518647","https://openalex.org/W2499468060","https://openalex.org/W2749516316","https://openalex.org/W2761419673","https://openalex.org/W2763213405","https://openalex.org/W2766630630","https://openalex.org/W2796356483","https://openalex.org/W2796438033","https://openalex.org/W2797676234","https://openalex.org/W2900031138","https://openalex.org/W2905913346","https://openalex.org/W2913066029","https://openalex.org/W2919358988","https://openalex.org/W2963163009","https://openalex.org/W2969248769","https://openalex.org/W3139690853","https://openalex.org/W4244017609","https://openalex.org/W4285719527","https://openalex.org/W6687181900","https://openalex.org/W6792121318"],"related_works":["https://openalex.org/W2393699422","https://openalex.org/W2168037874","https://openalex.org/W2135728080","https://openalex.org/W2379546782","https://openalex.org/W2534443799","https://openalex.org/W2148968119","https://openalex.org/W2387397891","https://openalex.org/W2123147980","https://openalex.org/W2007963090","https://openalex.org/W1981548447"],"abstract_inverted_index":{"In":[0,97],"recent":[1],"years":[2,63],"the":[3,12,66,78,82,123],"information":[4],"user":[5],"needs":[6],"have":[7,59,93,118],"been":[8,60,119],"changed":[9],"due":[10],"to":[11,34,121],"heterogeneity":[13],"of":[14,44,84,125],"web":[15],"contents":[16],"which":[17],"increasingly":[18],"involve":[19],"in":[20,65,81],"multimedia":[21,113],"contents.":[22],"Although":[23],"modern":[24],"search":[25,50],"engines":[26],"provide":[27],"visual":[28,55],"queries,":[29],"it":[30],"is":[31],"not":[32],"easy":[33],"find":[35],"systems":[36,87],"that":[37,47],"allow":[38],"searching":[39],"from":[40],"a":[41,109],"particular":[42],"domain":[43],"interest":[45],"and":[46,54,64,108],"perform":[48],"such":[49],"by":[51],"combining":[52],"text":[53],"queries.":[56],"Different":[57],"approaches":[58,103],"proposed":[61,72],"during":[62],"semantic":[67,106],"research":[68],"field":[69],"many":[70],"authors":[71],"techniques":[73,88],"based":[74,89],"on":[75,90],"ontologies.":[76],"On":[77],"other":[79],"hand,":[80],"context":[83],"image":[85,105],"retrieval":[86,107],"deep":[91],"learning":[92],"obtained":[94],"excellent":[95],"results.":[96],"this":[98],"paper":[99],"we":[100],"presented":[101,120],"novel":[102],"for":[104,112],"possible":[110],"combination":[111],"document":[114],"analysis.":[115],"Several":[116],"results":[117],"show":[122],"performance":[124],"our":[126],"approach":[127],"compared":[128],"with":[129],"literature":[130],"baselines.":[131]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
