{"id":"https://openalex.org/W4224324317","doi":"https://doi.org/10.1007/s10115-022-01669-6","title":"Multimedia ontology population through semantic analysis and hierarchical deep features extraction techniques","display_name":"Multimedia ontology population through semantic analysis and hierarchical deep features extraction techniques","publication_year":2022,"publication_date":"2022-04-25","ids":{"openalex":"https://openalex.org/W4224324317","doi":"https://doi.org/10.1007/s10115-022-01669-6"},"language":"en","primary_location":{"id":"doi:10.1007/s10115-022-01669-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10115-022-01669-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10115-022-01669-6.pdf","source":{"id":"https://openalex.org/S81770430","display_name":"Knowledge and Information Systems","issn_l":"0219-1377","issn":["0219-1377","0219-3116"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Knowledge and Information Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10115-022-01669-6.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5075088300","display_name":"Michela Muscetti","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Michela Muscetti","raw_affiliation_strings":["Department of Electrical Engineering and Information Technology, University of Napoli Federico II, Via Claudio, 21, 80125, Naples, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Information Technology, University of Napoli Federico II, Via Claudio, 21, 80125, Naples, Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052542784","display_name":"Antonio M. Rinaldi","orcid":"https://orcid.org/0000-0001-7003-4781"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Antonio M. Rinaldi","raw_affiliation_strings":["Department of Electrical Engineering and Information Technology, University of Napoli Federico II, Via Claudio, 21, 80125, Naples, Italy"],"raw_orcid":"https://orcid.org/0000-0001-7003-4781","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Information Technology, University of Napoli Federico II, Via Claudio, 21, 80125, Naples, Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035167174","display_name":"Cristiano Russo","orcid":"https://orcid.org/0000-0002-8732-1733"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Cristiano Russo","raw_affiliation_strings":["Department of Electrical Engineering and Information Technology, University of Napoli Federico II, Via Claudio, 21, 80125, Naples, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Information Technology, University of Napoli Federico II, Via Claudio, 21, 80125, Naples, Italy","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035723769","display_name":"Cristian Tommasino","orcid":"https://orcid.org/0000-0001-9763-8745"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Cristian Tommasino","raw_affiliation_strings":["Department of Electrical Engineering and Information Technology, University of Napoli Federico II, Via Claudio, 21, 80125, Naples, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Information Technology, University of Napoli Federico II, Via Claudio, 21, 80125, Naples, Italy","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5075088300"],"corresponding_institution_ids":[],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":{"value":2290,"currency":"EUR","value_usd":2890},"fwci":1.0204,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.76570207,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"64","issue":"5","first_page":"1283","last_page":"1303"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9986000061035156,"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":0.9986000061035156,"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":0.9973999857902527,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.9944000244140625,"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":0.8528809547424316},{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.6903375387191772},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5582754611968994},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5198967456817627},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5139629244804382},{"id":"https://openalex.org/keywords/vocabulary","display_name":"Vocabulary","score":0.5128234028816223},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.4752233624458313},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.44547370076179504},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44462528824806213},{"id":"https://openalex.org/keywords/semantic-web","display_name":"Semantic Web","score":0.4443594515323639},{"id":"https://openalex.org/keywords/ontology-engineering","display_name":"Ontology engineering","score":0.42746302485466003},{"id":"https://openalex.org/keywords/upper-ontology","display_name":"Upper ontology","score":0.38669854402542114}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8528809547424316},{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.6903375387191772},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5582754611968994},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5198967456817627},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5139629244804382},{"id":"https://openalex.org/C2777601683","wikidata":"https://www.wikidata.org/wiki/Q6499736","display_name":"Vocabulary","level":2,"score":0.5128234028816223},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.4752233624458313},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.44547370076179504},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44462528824806213},{"id":"https://openalex.org/C2129575","wikidata":"https://www.wikidata.org/wiki/Q54837","display_name":"Semantic Web","level":2,"score":0.4443594515323639},{"id":"https://openalex.org/C2778820784","wikidata":"https://www.wikidata.org/wiki/Q1027508","display_name":"Ontology engineering","level":4,"score":0.42746302485466003},{"id":"https://openalex.org/C78726541","wikidata":"https://www.wikidata.org/wiki/Q3882785","display_name":"Upper ontology","level":3,"score":0.38669854402542114},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10115-022-01669-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10115-022-01669-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10115-022-01669-6.pdf","source":{"id":"https://openalex.org/S81770430","display_name":"Knowledge and Information Systems","issn_l":"0219-1377","issn":["0219-1377","0219-3116"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Knowledge and Information Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s10115-022-01669-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10115-022-01669-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10115-022-01669-6.pdf","source":{"id":"https://openalex.org/S81770430","display_name":"Knowledge and Information Systems","issn_l":"0219-1377","issn":["0219-1377","0219-3116"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Knowledge and Information Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.44999998807907104,"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320309590","display_name":"Universit\u00e0 degli Studi di Napoli Federico II","ror":"https://ror.org/05290cv24"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4224324317.pdf","grobid_xml":"https://content.openalex.org/works/W4224324317.grobid-xml"},"referenced_works_count":49,"referenced_works":["https://openalex.org/W38369095","https://openalex.org/W69772325","https://openalex.org/W1483313504","https://openalex.org/W1581157221","https://openalex.org/W1861492603","https://openalex.org/W1948751323","https://openalex.org/W1960777822","https://openalex.org/W1966385142","https://openalex.org/W1972793854","https://openalex.org/W2004268840","https://openalex.org/W2006904557","https://openalex.org/W2012592962","https://openalex.org/W2042037135","https://openalex.org/W2045143396","https://openalex.org/W2062118960","https://openalex.org/W2108598243","https://openalex.org/W2110764733","https://openalex.org/W2114316048","https://openalex.org/W2115461474","https://openalex.org/W2136480620","https://openalex.org/W2141782206","https://openalex.org/W2160761668","https://openalex.org/W2161381512","https://openalex.org/W2316082409","https://openalex.org/W2543932557","https://openalex.org/W2567001798","https://openalex.org/W2578075911","https://openalex.org/W2612649659","https://openalex.org/W2767800135","https://openalex.org/W2877450071","https://openalex.org/W2894652650","https://openalex.org/W2900031138","https://openalex.org/W2913066029","https://openalex.org/W2942318334","https://openalex.org/W2951714746","https://openalex.org/W2963090248","https://openalex.org/W2963129433","https://openalex.org/W2963173190","https://openalex.org/W3003841907","https://openalex.org/W3008657931","https://openalex.org/W3015652569","https://openalex.org/W3088647143","https://openalex.org/W3090366382","https://openalex.org/W3097853387","https://openalex.org/W3105079229","https://openalex.org/W3135437693","https://openalex.org/W3201383183","https://openalex.org/W4229971152","https://openalex.org/W4231434662"],"related_works":["https://openalex.org/W4251889114","https://openalex.org/W2490467340","https://openalex.org/W2032492244","https://openalex.org/W2808432049","https://openalex.org/W4206428734","https://openalex.org/W176267515","https://openalex.org/W149627178","https://openalex.org/W2359494615","https://openalex.org/W2351462539","https://openalex.org/W2054364173"],"abstract_inverted_index":{"Abstract":[0],"The":[1,160],"rapid":[2],"increase":[3],"of":[4,49,74,78,116,166],"available":[5],"data":[6,56],"in":[7,26,37,95],"different":[8,72],"complex":[9],"contexts":[10],"needs":[11],"automatic":[12,100],"tasks":[13],"to":[14,31,54],"manage":[15],"and":[16,34,69,81,101,110,129,137,156],"process":[17],"contents.":[18],"Semantic":[19],"Web":[20],"technologies":[21,42],"represent":[22],"the":[23,27,76,96,114,142,164],"silver":[24],"bullet":[25],"digital":[28],"Internet":[29],"ecosystem":[30],"allow":[32],"human":[33],"machine":[35],"cooperation":[36],"achieving":[38],"these":[39],"goals.":[40],"Specific":[41],"as":[43],"ontologies":[44],"are":[45],"standard":[46],"conceptual":[47],"representations":[48],"this":[50,86],"view.":[51],"It":[52,112,146],"aims":[53],"transform":[55],"into":[57],"an":[58],"interoperability":[59],"format":[60],"providing":[61],"a":[62,66,117,150],"common":[63],"vocabulary":[64],"for":[65,104],"given":[67],"domain":[68],"defining,":[70],"with":[71,120],"levels":[73],"formality,":[75],"meaning":[77],"informative":[79,122],"objects":[80],"their":[82],"possible":[83],"relationships.":[84],"In":[85],"work,":[87],"we":[88],"focus":[89],"our":[90,167],"attention":[91],"on":[92,149],"Ontology":[93],"Population":[94],"multimedia":[97,118],"realm.":[98],"An":[99],"multi-modality":[102,125],"framework":[103],"images":[105,154],"ontology":[106,119,158],"population":[107],"is":[108,147],"proposed":[109,168],"implemented.":[111],"allows":[113],"enrichment":[115],"new":[121],"content.":[123],"Our":[124],"approach":[126],"combines":[127],"textual":[128],"visual":[130],"information":[131],"through":[132],"natural":[133],"language":[134],"processing":[135],"techniques,":[136],"convolutional":[138],"neural":[139],"network":[140],"used":[141],"features":[143],"extraction":[144],"task.":[145],"based":[148],"hierarchical":[151],"methodology":[152],"using":[153],"descriptors":[155],"semantic":[157],"levels.":[159],"results":[161],"evaluation":[162],"shows":[163],"effectiveness":[165],"approach.":[169]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
