{"id":"https://openalex.org/W4401907165","doi":"https://doi.org/10.1007/978-981-97-7235-3_11","title":"S2DNMF: A Self-supervised Deep Nonnegative Matrix Factorization Recommendation Model Incorporating Deep Latent Features of Network Structure","display_name":"S2DNMF: A Self-supervised Deep Nonnegative Matrix Factorization Recommendation Model Incorporating Deep Latent Features of Network Structure","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4401907165","doi":"https://doi.org/10.1007/978-981-97-7235-3_11"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-97-7235-3_11","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-97-7235-3_11","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5100739602","display_name":"Ronghua Zhang","orcid":"https://orcid.org/0000-0002-4758-4061"},"institutions":[{"id":"https://openalex.org/I102208913","display_name":"Shihezi University","ror":"https://ror.org/04x0kvm78","country_code":"CN","type":"education","lineage":["https://openalex.org/I102208913"]},{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]},{"id":"https://openalex.org/I2801312332","display_name":"Xinjiang Production and Construction Corps","ror":"https://ror.org/03hcmxw73","country_code":"CN","type":"nonprofit","lineage":["https://openalex.org/I2801312332"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ronghua Zhang","raw_affiliation_strings":["College of Information Science and Technology, Shihezi University, Shihezi, 832000, China","School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, 430074, China","The Key Laboratory of Computational Intelligence and Network Information Security, Xinjiang Production and Construction Corps, Shihezi, 832000, China"],"affiliations":[{"raw_affiliation_string":"College of Information Science and Technology, Shihezi University, Shihezi, 832000, China","institution_ids":["https://openalex.org/I102208913"]},{"raw_affiliation_string":"School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, 430074, China","institution_ids":["https://openalex.org/I47720641"]},{"raw_affiliation_string":"The Key Laboratory of Computational Intelligence and Network Information Security, Xinjiang Production and Construction Corps, Shihezi, 832000, China","institution_ids":["https://openalex.org/I2801312332"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023025722","display_name":"Wei Song","orcid":"https://orcid.org/0000-0003-0649-8850"},"institutions":[{"id":"https://openalex.org/I2801312332","display_name":"Xinjiang Production and Construction Corps","ror":"https://ror.org/03hcmxw73","country_code":"CN","type":"nonprofit","lineage":["https://openalex.org/I2801312332"]},{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I102208913","display_name":"Shihezi University","ror":"https://ror.org/04x0kvm78","country_code":"CN","type":"education","lineage":["https://openalex.org/I102208913"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Song","raw_affiliation_strings":["College of Information Science and Technology, Shihezi University, Shihezi, 832000, China","School of Computer Science, Wuhan University, Wuhan, 430072, China","The Key Laboratory of Computational Intelligence and Network Information Security, Xinjiang Production and Construction Corps, Shihezi, 832000, China"],"affiliations":[{"raw_affiliation_string":"College of Information Science and Technology, Shihezi University, Shihezi, 832000, China","institution_ids":["https://openalex.org/I102208913"]},{"raw_affiliation_string":"School of Computer Science, Wuhan University, Wuhan, 430072, China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"The Key Laboratory of Computational Intelligence and Network Information Security, Xinjiang Production and Construction Corps, Shihezi, 832000, China","institution_ids":["https://openalex.org/I2801312332"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034826437","display_name":"Limengzi Yuan","orcid":"https://orcid.org/0000-0002-7487-5462"},"institutions":[{"id":"https://openalex.org/I2801312332","display_name":"Xinjiang Production and Construction Corps","ror":"https://ror.org/03hcmxw73","country_code":"CN","type":"nonprofit","lineage":["https://openalex.org/I2801312332"]},{"id":"https://openalex.org/I102208913","display_name":"Shihezi University","ror":"https://ror.org/04x0kvm78","country_code":"CN","type":"education","lineage":["https://openalex.org/I102208913"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Limengzi Yuan","raw_affiliation_strings":["College of Information Science and Technology, Shihezi University, Shihezi, 832000, China","The Key Laboratory of Computational Intelligence and Network Information Security, Xinjiang Production and Construction Corps, Shihezi, 832000, China"],"affiliations":[{"raw_affiliation_string":"College of Information Science and Technology, Shihezi University, Shihezi, 832000, China","institution_ids":["https://openalex.org/I102208913"]},{"raw_affiliation_string":"The Key Laboratory of Computational Intelligence and Network Information Security, Xinjiang Production and Construction Corps, Shihezi, 832000, China","institution_ids":["https://openalex.org/I2801312332"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054028325","display_name":"Changzheng Liu","orcid":"https://orcid.org/0000-0002-1901-4838"},"institutions":[{"id":"https://openalex.org/I2801312332","display_name":"Xinjiang Production and Construction Corps","ror":"https://ror.org/03hcmxw73","country_code":"CN","type":"nonprofit","lineage":["https://openalex.org/I2801312332"]},{"id":"https://openalex.org/I102208913","display_name":"Shihezi University","ror":"https://ror.org/04x0kvm78","country_code":"CN","type":"education","lineage":["https://openalex.org/I102208913"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Changzheng Liu","raw_affiliation_strings":["College of Information Science and Technology, Shihezi University, Shihezi, 832000, China","The Key Laboratory of Computational Intelligence and Network Information Security, Xinjiang Production and Construction Corps, Shihezi, 832000, China"],"affiliations":[{"raw_affiliation_string":"College of Information Science and Technology, Shihezi University, Shihezi, 832000, China","institution_ids":["https://openalex.org/I102208913"]},{"raw_affiliation_string":"The Key Laboratory of Computational Intelligence and Network Information Security, Xinjiang Production and Construction Corps, Shihezi, 832000, China","institution_ids":["https://openalex.org/I2801312332"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5054028325"],"corresponding_institution_ids":["https://openalex.org/I102208913","https://openalex.org/I2801312332"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.36023114,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"161","last_page":"176"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9998000264167786,"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":0.9998000264167786,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9973999857902527,"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"}},{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9804999828338623,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8155031204223633},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.592456579208374},{"id":"https://openalex.org/keywords/matrix-decomposition","display_name":"Matrix decomposition","score":0.5763326287269592},{"id":"https://openalex.org/keywords/non-negative-matrix-factorization","display_name":"Non-negative matrix factorization","score":0.567009449005127},{"id":"https://openalex.org/keywords/factorization","display_name":"Factorization","score":0.4814695417881012},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.45050907135009766},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.353939414024353},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.30340516567230225}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8155031204223633},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.592456579208374},{"id":"https://openalex.org/C42355184","wikidata":"https://www.wikidata.org/wiki/Q1361088","display_name":"Matrix decomposition","level":3,"score":0.5763326287269592},{"id":"https://openalex.org/C152671427","wikidata":"https://www.wikidata.org/wiki/Q10843505","display_name":"Non-negative matrix factorization","level":4,"score":0.567009449005127},{"id":"https://openalex.org/C187834632","wikidata":"https://www.wikidata.org/wiki/Q188804","display_name":"Factorization","level":2,"score":0.4814695417881012},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.45050907135009766},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.353939414024353},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.30340516567230225},{"id":"https://openalex.org/C158693339","wikidata":"https://www.wikidata.org/wiki/Q190524","display_name":"Eigenvalues and eigenvectors","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-97-7235-3_11","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-97-7235-3_11","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W18531802","https://openalex.org/W1985554184","https://openalex.org/W2039866285","https://openalex.org/W2164219387","https://openalex.org/W2541371539","https://openalex.org/W2605350416","https://openalex.org/W2608812095","https://openalex.org/W2740920897","https://openalex.org/W2801743043","https://openalex.org/W2892160417","https://openalex.org/W2910376060","https://openalex.org/W2944025769","https://openalex.org/W3009065419","https://openalex.org/W3037946710","https://openalex.org/W3045200674","https://openalex.org/W3101291735","https://openalex.org/W3107944169","https://openalex.org/W3161146257","https://openalex.org/W3206737896","https://openalex.org/W4281258536","https://openalex.org/W4292002419","https://openalex.org/W4293776687","https://openalex.org/W6636400922"],"related_works":["https://openalex.org/W4390394189","https://openalex.org/W2037504162","https://openalex.org/W2539013788","https://openalex.org/W2792706544","https://openalex.org/W1568451138","https://openalex.org/W2156699640","https://openalex.org/W2045265907","https://openalex.org/W2972997031","https://openalex.org/W2146544734","https://openalex.org/W2075222291"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-01-21T23:30:37.877113","created_date":"2025-10-10T00:00:00"}
