{"id":"https://openalex.org/W4396893218","doi":"https://doi.org/10.2298/csis231225025y","title":"News recommendation model based on encoder graph neural network and bat optimization in online social multimedia art education","display_name":"News recommendation model based on encoder graph neural network and bat optimization in online social multimedia art education","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4396893218","doi":"https://doi.org/10.2298/csis231225025y"},"language":"en","primary_location":{"id":"doi:10.2298/csis231225025y","is_oa":true,"landing_page_url":"https://doi.org/10.2298/csis231225025y","pdf_url":"http://www.doiserbia.nb.rs/ft.aspx?id=1820-02142400025Y","source":{"id":"https://openalex.org/S206939107","display_name":"Computer Science and Information Systems","issn_l":"1820-0214","issn":["1820-0214","2406-1018"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310321031","host_organization_name":"ComSIS Consortium","host_organization_lineage":["https://openalex.org/P4310321031"],"host_organization_lineage_names":["ComSIS Consortium"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Science and Information Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"http://www.doiserbia.nb.rs/ft.aspx?id=1820-02142400025Y","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5112116107","display_name":"Jing Yu","orcid":"https://orcid.org/0009-0003-2656-9625"},"institutions":[{"id":"https://openalex.org/I2801109956","display_name":"Luxun Academy of Fine Arts","ror":"https://ror.org/02k517853","country_code":"CN","type":"education","lineage":["https://openalex.org/I2801109956"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Yu","raw_affiliation_strings":["Lu Xun Academy of Fine Arts, Shenyang, China","Lu Xun Academy of Fine Arts Shenyang 110004, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lu Xun Academy of Fine Arts, Shenyang, China","institution_ids":["https://openalex.org/I2801109956"]},{"raw_affiliation_string":"Lu Xun Academy of Fine Arts Shenyang 110004, China","institution_ids":["https://openalex.org/I2801109956"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100704120","display_name":"Lu Zhao","orcid":"https://orcid.org/0000-0002-2342-3319"},"institutions":[{"id":"https://openalex.org/I2801109956","display_name":"Luxun Academy of Fine Arts","ror":"https://ror.org/02k517853","country_code":"CN","type":"education","lineage":["https://openalex.org/I2801109956"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lu Zhao","raw_affiliation_strings":["Lu Xun Academy of Fine Arts, Shenyang, China","Lu Xun Academy of Fine Arts Shenyang 110004, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lu Xun Academy of Fine Arts, Shenyang, China","institution_ids":["https://openalex.org/I2801109956"]},{"raw_affiliation_string":"Lu Xun Academy of Fine Arts Shenyang 110004, China","institution_ids":["https://openalex.org/I2801109956"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041576447","display_name":"Shoulin Yin","orcid":"https://orcid.org/0000-0002-5367-1372"},"institutions":[{"id":"https://openalex.org/I32399674","display_name":"Shenyang Normal University","ror":"https://ror.org/05cdfgm80","country_code":"CN","type":"education","lineage":["https://openalex.org/I32399674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shoulin Yin","raw_affiliation_strings":["Software College, Shenyang Normal University, Shenyang, China","Software College, Shenyang Normal University Shenyang 110034, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Software College, Shenyang Normal University, Shenyang, China","institution_ids":["https://openalex.org/I32399674"]},{"raw_affiliation_string":"Software College, Shenyang Normal University Shenyang 110034, China","institution_ids":["https://openalex.org/I32399674"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000856508","display_name":"Mirjana Ivanovi\u0107","orcid":"https://orcid.org/0000-0003-1946-0384"},"institutions":[{"id":"https://openalex.org/I170726198","display_name":"University of Novi Sad","ror":"https://ror.org/00xa57a59","country_code":"RS","type":"education","lineage":["https://openalex.org/I170726198"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Mirjana Ivanovic","raw_affiliation_strings":["Faculty of Sciences, University of Novi Sad, Novi Sad, Serbia","Faculty of Sciences, University of Novi Sad 21000 Novi Sad, Serbia"],"raw_orcid":"https://orcid.org/0000-0003-1946-0384","affiliations":[{"raw_affiliation_string":"Faculty of Sciences, University of Novi Sad, Novi Sad, Serbia","institution_ids":["https://openalex.org/I170726198"]},{"raw_affiliation_string":"Faculty of Sciences, University of Novi Sad 21000 Novi Sad, Serbia","institution_ids":["https://openalex.org/I170726198"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.5211,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.95516232,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"21","issue":"3","first_page":"989","last_page":"1012"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14254","display_name":"Digital Media and Visual Art","score":0.9387999773025513,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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/T14254","display_name":"Digital Media and Visual Art","score":0.9387999773025513,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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":0.8990451693534851},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.62753826379776},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.6113141775131226},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4923621416091919},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.47255250811576843},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.29763221740722656},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.18589437007904053}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8990451693534851},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.62753826379776},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.6113141775131226},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4923621416091919},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.47255250811576843},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29763221740722656},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.18589437007904053},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.2298/csis231225025y","is_oa":true,"landing_page_url":"https://doi.org/10.2298/csis231225025y","pdf_url":"http://www.doiserbia.nb.rs/ft.aspx?id=1820-02142400025Y","source":{"id":"https://openalex.org/S206939107","display_name":"Computer Science and Information Systems","issn_l":"1820-0214","issn":["1820-0214","2406-1018"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310321031","host_organization_name":"ComSIS Consortium","host_organization_lineage":["https://openalex.org/P4310321031"],"host_organization_lineage_names":["ComSIS Consortium"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Science and Information Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.2298/csis231225025y","is_oa":true,"landing_page_url":"https://doi.org/10.2298/csis231225025y","pdf_url":"http://www.doiserbia.nb.rs/ft.aspx?id=1820-02142400025Y","source":{"id":"https://openalex.org/S206939107","display_name":"Computer Science and Information Systems","issn_l":"1820-0214","issn":["1820-0214","2406-1018"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310321031","host_organization_name":"ComSIS Consortium","host_organization_lineage":["https://openalex.org/P4310321031"],"host_organization_lineage_names":["ComSIS Consortium"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Science and Information Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.8899999856948853}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4396893218.pdf"},"referenced_works_count":39,"referenced_works":["https://openalex.org/W2024518622","https://openalex.org/W2475334473","https://openalex.org/W2588664674","https://openalex.org/W2626627424","https://openalex.org/W2803229406","https://openalex.org/W2810636625","https://openalex.org/W2903936867","https://openalex.org/W2908896818","https://openalex.org/W2912265160","https://openalex.org/W2964316708","https://openalex.org/W2980540750","https://openalex.org/W3002060313","https://openalex.org/W3097679710","https://openalex.org/W3113225429","https://openalex.org/W3114303065","https://openalex.org/W3128744564","https://openalex.org/W3138136606","https://openalex.org/W3163443092","https://openalex.org/W3163731277","https://openalex.org/W3170713142","https://openalex.org/W3178835722","https://openalex.org/W3200718722","https://openalex.org/W3201252789","https://openalex.org/W3202726713","https://openalex.org/W3206752099","https://openalex.org/W4205390421","https://openalex.org/W4281480469","https://openalex.org/W4283070663","https://openalex.org/W4284882462","https://openalex.org/W4295046508","https://openalex.org/W4297101204","https://openalex.org/W4306367139","https://openalex.org/W4313476485","https://openalex.org/W4319341864","https://openalex.org/W4320070634","https://openalex.org/W4324381017","https://openalex.org/W4361770931","https://openalex.org/W4385819669","https://openalex.org/W4390535147"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"At":[0],"present,":[1],"the":[2,11,17,25,59,65,72,77,90,96,110,123,147],"existing":[3],"news":[4,21,35,62,93,139],"recommendation":[5,36],"system":[6],"fails":[7],"to":[8,57,88,108,121],"fully":[9],"consider":[10],"semantic":[12],"information":[13],"of":[14,20,27,61,67,79,112,126],"news,":[15,113],"meanwhile,":[16],"uneven":[18],"popularity":[19],"will":[22],"also":[23],"cause":[24],"phenomenon":[26],"long":[28],"tail.":[29],"Therefore,":[30],"we":[31],"propose":[32],"a":[33],"novel":[34],"model":[37,97,149],"based":[38,82],"on":[39,83,137],"encoder":[40],"graph":[41,73],"neural":[42,74],"network":[43,105],"and":[44,76,103,114,141],"Bat":[45,52],"optimization":[46,53],"in":[47],"online":[48],"social":[49],"networks.":[50],"Firstly,":[51],"algorithm":[54],"is":[55,69,86,106,119],"used":[56,107,120],"improve":[58],"effect":[60],"clustering.":[63],"Secondly,":[64],"concept":[66],"metadata":[68],"introduced":[70],"into":[71],"network,":[75],"ontology":[78],"learning":[80],"resources":[81],"knowledge":[84],"points":[85],"established":[87],"realize":[89],"correlation":[91],"between":[92],"resources.":[94],"Finally,":[95],"combining":[98],"Convolutional":[99],"Neural":[100],"Network":[101],"(CNN)":[102],"attention":[104],"learn":[109,122],"representation":[111],"Gate":[115],"Recurrent":[116],"Unit":[117],"(GRU)":[118],"short-term":[124],"preferences":[125],"users":[127],"from":[128],"their":[129],"recent":[130],"reading":[131],"history.":[132],"We":[133],"carry":[134],"out":[135],"experiments":[136],"real":[138],"datasets,":[140],"compared":[142],"with":[143],"other":[144],"advanced":[145],"methods,":[146],"proposed":[148],"has":[150],"better":[151],"evaluation":[152],"indexes.":[153]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
