{"id":"https://openalex.org/W4389041255","doi":"https://doi.org/10.1109/csit61576.2023.10324086","title":"Information technology for movie recommendations using neural network methods","display_name":"Information technology for movie recommendations using neural network methods","publication_year":2023,"publication_date":"2023-10-19","ids":{"openalex":"https://openalex.org/W4389041255","doi":"https://doi.org/10.1109/csit61576.2023.10324086"},"language":"en","primary_location":{"id":"doi:10.1109/csit61576.2023.10324086","is_oa":false,"landing_page_url":"https://doi.org/10.1109/csit61576.2023.10324086","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 18th International Conference on Computer Science and Information Technologies (CSIT)","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/A5047221620","display_name":"Yurii Kryvenchuk","orcid":"https://orcid.org/0000-0002-2504-5833"},"institutions":[{"id":"https://openalex.org/I98435010","display_name":"Lviv Polytechnic National University","ror":"https://ror.org/0542q3127","country_code":"UA","type":"education","lineage":["https://openalex.org/I98435010"]}],"countries":["UA"],"is_corresponding":true,"raw_author_name":"Yurii Kryvenchuk","raw_affiliation_strings":["Lviv Polytechnic National University,Computer Science Department,Lviv,Ukraine"],"affiliations":[{"raw_affiliation_string":"Lviv Polytechnic National University,Computer Science Department,Lviv,Ukraine","institution_ids":["https://openalex.org/I98435010"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073555437","display_name":"Mykyta Konovalov","orcid":"https://orcid.org/0000-0002-7377-1936"},"institutions":[{"id":"https://openalex.org/I98435010","display_name":"Lviv Polytechnic National University","ror":"https://ror.org/0542q3127","country_code":"UA","type":"education","lineage":["https://openalex.org/I98435010"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Mykyta Konovalov","raw_affiliation_strings":["Lviv Polytechnic National University,Computer Science Department,Lviv,Ukraine"],"affiliations":[{"raw_affiliation_string":"Lviv Polytechnic National University,Computer Science Department,Lviv,Ukraine","institution_ids":["https://openalex.org/I98435010"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5047221620"],"corresponding_institution_ids":["https://openalex.org/I98435010"],"apc_list":null,"apc_paid":null,"fwci":0.4582,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.71352112,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9958999752998352,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9958999752998352,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11165","display_name":"Image and Video Quality Assessment","score":0.9768999814987183,"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":0.972599983215332,"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":0.8367695808410645},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.7466772794723511},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.5447264313697815},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.49690011143684387},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4612968862056732},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4588802754878998},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24006140232086182}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8367695808410645},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.7466772794723511},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.5447264313697815},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.49690011143684387},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4612968862056732},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4588802754878998},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24006140232086182},{"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/csit61576.2023.10324086","is_oa":false,"landing_page_url":"https://doi.org/10.1109/csit61576.2023.10324086","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 18th International Conference on Computer Science and Information Technologies (CSIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W2897683859","https://openalex.org/W2975781560","https://openalex.org/W3183644845","https://openalex.org/W4220751150","https://openalex.org/W4308866105","https://openalex.org/W4319988674","https://openalex.org/W6768110549"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W4390273403","https://openalex.org/W4386781444","https://openalex.org/W2150182025","https://openalex.org/W3092950680","https://openalex.org/W3197542405","https://openalex.org/W2056712470","https://openalex.org/W3125580266","https://openalex.org/W4317039510","https://openalex.org/W2375476037"],"abstract_inverted_index":{"Movie":[0],"recommendation":[1,47,75],"systems":[2,20,48],"are":[3,59],"software":[4],"programs":[5],"that":[6,57,82],"suggest":[7],"movies":[8,56],"to":[9,27,61],"users":[10,54],"based":[11],"on":[12,43],"their":[13],"viewing":[14],"history,":[15],"ratings,":[16],"and":[17,23,30,77],"preferences.":[18],"These":[19],"use":[21],"algorithms":[22],"machine":[24],"learning":[25],"techniques":[26],"analyze":[28],"data":[29],"generate":[31],"personalized":[32],"recommendations":[33],"for":[34],"users.":[35],"With":[36],"the":[37,69,73],"increasing":[38],"amount":[39],"of":[40,72,86],"content":[41],"available":[42],"streaming":[44],"platforms,":[45],"movie":[46,74],"have":[49],"become":[50],"essential":[51],"in":[52],"helping":[53],"discover":[55],"they":[58],"likely":[60],"enjoy.":[62],"In":[63],"this":[64],"article,":[65],"I":[66],"will":[67],"discuss":[68],"existing":[70],"limitations":[71],"system":[76],"explore":[78],"a":[79],"new":[80],"approach":[81],"may":[83],"overcome":[84],"some":[85],"them.":[87]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}