{"id":"https://openalex.org/W4361011739","doi":"https://doi.org/10.1007/s11042-023-14398-x","title":"A storytelling framework based on multimedia knowledge graph using linked open data and deep neural networks","display_name":"A storytelling framework based on multimedia knowledge graph using linked open data and deep neural networks","publication_year":2023,"publication_date":"2023-03-22","ids":{"openalex":"https://openalex.org/W4361011739","doi":"https://doi.org/10.1007/s11042-023-14398-x"},"language":"en","primary_location":{"id":"doi:10.1007/s11042-023-14398-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11042-023-14398-x","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11042-023-14398-x.pdf","source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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":"Multimedia Tools and Applications","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/s11042-023-14398-x.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5068586003","display_name":"Gianluigi De Renzi","orcid":"https://orcid.org/0000-0003-1273-6608"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gianluigi Renzi","raw_affiliation_strings":["Department of Electrical Engineering and Information Technology, University of Napoli Federico II, Via Claudio, 21, Napoli, 80125, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Information Technology, University of Napoli Federico II, Via Claudio, 21, Napoli, 80125, 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":true,"raw_author_name":"Antonio M. Rinaldi","raw_affiliation_strings":["Department of Electrical Engineering and Information Technology, University of Napoli Federico II, Via Claudio, 21, Napoli, 80125, 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, Napoli, 80125, 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, Napoli, 80125, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Information Technology, University of Napoli Federico II, Via Claudio, 21, Napoli, 80125, 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, Napoli, 80125, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Information Technology, University of Napoli Federico II, Via Claudio, 21, Napoli, 80125, Italy","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5052542784"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6723,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.70080782,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"82","issue":"20","first_page":"31625","last_page":"31639"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9997000098228455,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9997000098228455,"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":0.9991000294685364,"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":0.9990000128746033,"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":0.9153110384941101},{"id":"https://openalex.org/keywords/storytelling","display_name":"Storytelling","score":0.7476326823234558},{"id":"https://openalex.org/keywords/handwriting","display_name":"Handwriting","score":0.523710310459137},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.48187455534935},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.44714128971099854},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4171040654182434},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.41025641560554504},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4000212848186493},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3692704439163208},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3586871027946472}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9153110384941101},{"id":"https://openalex.org/C2776538412","wikidata":"https://www.wikidata.org/wiki/Q989963","display_name":"Storytelling","level":3,"score":0.7476326823234558},{"id":"https://openalex.org/C2779386606","wikidata":"https://www.wikidata.org/wiki/Q2393642","display_name":"Handwriting","level":2,"score":0.523710310459137},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.48187455534935},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.44714128971099854},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4171040654182434},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.41025641560554504},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4000212848186493},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3692704439163208},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3586871027946472},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.0},{"id":"https://openalex.org/C199033989","wikidata":"https://www.wikidata.org/wiki/Q1318295","display_name":"Narrative","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11042-023-14398-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11042-023-14398-x","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11042-023-14398-x.pdf","source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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":"Multimedia Tools and Applications","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s11042-023-14398-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11042-023-14398-x","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11042-023-14398-x.pdf","source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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":"Multimedia Tools and Applications","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5099999904632568,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320309590","display_name":"Universit\u00e0 degli Studi di Napoli Federico II","ror":"https://ror.org/05290cv24"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4361011739.pdf"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W102708294","https://openalex.org/W1791587663","https://openalex.org/W1861492603","https://openalex.org/W2016089260","https://openalex.org/W2073680939","https://openalex.org/W2080133951","https://openalex.org/W2081580037","https://openalex.org/W2105512501","https://openalex.org/W2127289991","https://openalex.org/W2183341477","https://openalex.org/W2194775991","https://openalex.org/W2507974895","https://openalex.org/W2518202280","https://openalex.org/W2806070179","https://openalex.org/W2806894940","https://openalex.org/W2900031138","https://openalex.org/W2947709004","https://openalex.org/W2963033554","https://openalex.org/W2963150697","https://openalex.org/W2963163009","https://openalex.org/W2963213879","https://openalex.org/W2963686907","https://openalex.org/W2966774251","https://openalex.org/W2986119523","https://openalex.org/W2998462652","https://openalex.org/W3004035003","https://openalex.org/W3087871082","https://openalex.org/W3095319910","https://openalex.org/W3097853387","https://openalex.org/W3105079229","https://openalex.org/W3112256016","https://openalex.org/W3119689583","https://openalex.org/W4232240513","https://openalex.org/W4235505822"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2731899572","https://openalex.org/W2355862304","https://openalex.org/W3215138031","https://openalex.org/W3009238340","https://openalex.org/W2939353110","https://openalex.org/W4321369474","https://openalex.org/W4360585206","https://openalex.org/W2356108042","https://openalex.org/W2126887587"],"abstract_inverted_index":{"Abstract":[0],"Automatic":[1],"storytelling":[2,54,141],"is":[3,47],"a":[4,52,67,72,86,96,105,131,149],"broad":[5],"challenge":[6],"in":[7,28,56],"research":[8,30],"contexts":[9],"such":[10],"as":[11],"Natural":[12],"Language":[13],"Processing":[14],"and":[15,44,112,122,151],"Contend":[16],"Based":[17],"Image":[18],"Analysis.":[19],"Despite":[20],"the":[21,37,57,137,140,146],"considerable":[22],"achievements":[23],"of":[24,75,108,154],"machine":[25],"learning":[26,92,110],"techniques":[27,93,111],"these":[29],"fields,":[31],"combining":[32],"different":[33],"approaches":[34],"to":[35,94,117],"fill":[36],"gap":[38],"between":[39],"an":[40],"automatic":[41],"generated":[42],"story":[43],"human":[45],"handwriting":[46],"hard.":[48],"This":[49],"work":[50],"proposes":[51],"novel":[53],"framework":[55,64],"Cultural":[58],"Heritage":[59],"domain.":[60],"We":[61],"developed":[62],"our":[63,76,81],"based":[65],"on":[66],"Multimedia":[68,82],"Knowledge":[69,83],"Graph":[70,84],"(MKG),":[71],"crucial":[73],"point":[74,153],"work.":[77],"Furthermore,":[78,102],"we":[79,103,144],"populated":[80],"with":[85],"focused":[87],"crawler":[88],"that":[89,135],"employs":[90],"deep":[91,109],"recognise":[95],"multimedia":[97],"object":[98],"from":[99,148],"web":[100],"resources.":[101],"used":[104],"combined":[106],"approach":[107],"Linked":[113],"Open":[114],"Data":[115],"(LOD)":[116],"retrieve":[118],"information":[119],"about":[120],"images":[121],"depicted":[123],"figures":[124],"using":[125],"Instance":[126],"Segmentation.":[127],"The":[128],"system":[129,147],"has":[130],"dynamic,":[132],"user-friendly":[133],"interface":[134],"guides":[136],"user":[138],"during":[139],"process.":[142],"Finally,":[143],"evaluated":[145],"qualitative":[150],"quantitative":[152],"view.":[155]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}