{"id":"https://openalex.org/W3201598954","doi":"https://doi.org/10.1007/978-981-16-5940-9_3","title":"Design and Implementation of Collaborative Filtering Recommendation Algorithm for Multi-layer Networks","display_name":"Design and Implementation of Collaborative Filtering Recommendation Algorithm for Multi-layer Networks","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3201598954","doi":"https://doi.org/10.1007/978-981-16-5940-9_3","mag":"3201598954"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-16-5940-9_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-16-5940-9_3","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information 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/A5112008934","display_name":"Ling Gou","orcid":"https://orcid.org/0000-0002-4739-9798"},"institutions":[{"id":"https://openalex.org/I20616075","display_name":"Qinghai Normal University","ror":"https://ror.org/03az1t892","country_code":"CN","type":"education","lineage":["https://openalex.org/I20616075"]},{"id":"https://openalex.org/I4210121080","display_name":"Qinghai Tibetan Hospital","ror":"https://ror.org/03mmka096","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210121080"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ling Gou","raw_affiliation_strings":["Computer Department, Qinghai Normal University, Xining, China","Key Laboratory of Tibetan Information Processing, Ministry of Education, Xining, China","Tibetan Information Processing and Machine Translation Key Laboratory of Qinghai Province, Xining, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Department, Qinghai Normal University, Xining, China","institution_ids":["https://openalex.org/I20616075"]},{"raw_affiliation_string":"Key Laboratory of Tibetan Information Processing, Ministry of Education, Xining, China","institution_ids":[]},{"raw_affiliation_string":"Tibetan Information Processing and Machine Translation Key Laboratory of Qinghai Province, Xining, China","institution_ids":["https://openalex.org/I4210121080"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103205301","display_name":"Lin Zhou","orcid":"https://orcid.org/0000-0001-9472-5210"},"institutions":[{"id":"https://openalex.org/I20616075","display_name":"Qinghai Normal University","ror":"https://ror.org/03az1t892","country_code":"CN","type":"education","lineage":["https://openalex.org/I20616075"]},{"id":"https://openalex.org/I4210121080","display_name":"Qinghai Tibetan Hospital","ror":"https://ror.org/03mmka096","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210121080"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lin Zhou","raw_affiliation_strings":["Computer Department, Qinghai Normal University, Xining, China","Key Laboratory of Tibetan Information Processing, Ministry of Education, Xining, China","Tibetan Information Processing and Machine Translation Key Laboratory of Qinghai Province, Xining, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Department, Qinghai Normal University, Xining, China","institution_ids":["https://openalex.org/I20616075"]},{"raw_affiliation_string":"Key Laboratory of Tibetan Information Processing, Ministry of Education, Xining, China","institution_ids":[]},{"raw_affiliation_string":"Tibetan Information Processing and Machine Translation Key Laboratory of Qinghai Province, Xining, China","institution_ids":["https://openalex.org/I4210121080"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102851904","display_name":"Yuzhi Xiao","orcid":"https://orcid.org/0009-0000-4021-268X"},"institutions":[{"id":"https://openalex.org/I20616075","display_name":"Qinghai Normal University","ror":"https://ror.org/03az1t892","country_code":"CN","type":"education","lineage":["https://openalex.org/I20616075"]},{"id":"https://openalex.org/I4210121080","display_name":"Qinghai Tibetan Hospital","ror":"https://ror.org/03mmka096","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210121080"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuzhi Xiao","raw_affiliation_strings":["Computer Department, Qinghai Normal University, Xining, China","Key Laboratory of Tibetan Information Processing, Ministry of Education, Xining, China","Tibetan Information Processing and Machine Translation Key Laboratory of Qinghai Province, Xining, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Department, Qinghai Normal University, Xining, China","institution_ids":["https://openalex.org/I20616075"]},{"raw_affiliation_string":"Key Laboratory of Tibetan Information Processing, Ministry of Education, Xining, China","institution_ids":[]},{"raw_affiliation_string":"Tibetan Information Processing and Machine Translation Key Laboratory of Qinghai Province, Xining, China","institution_ids":["https://openalex.org/I4210121080"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.065,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.80366116,"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":"32","last_page":"50"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9984999895095825,"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"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9984999895095825,"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"}},{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9941999912261963,"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"}},{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9937999844551086,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/collaborative-filtering","display_name":"Collaborative filtering","score":0.8879600167274475},{"id":"https://openalex.org/keywords/bipartite-graph","display_name":"Bipartite graph","score":0.7873437404632568},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7736361622810364},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.5829874873161316},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.5388445854187012},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5124866962432861},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5058974623680115},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.452792763710022},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.4415803551673889},{"id":"https://openalex.org/keywords/layer","display_name":"Layer (electronics)","score":0.43188297748565674},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4233849346637726},{"id":"https://openalex.org/keywords/network-layer","display_name":"Network layer","score":0.412162721157074},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.37502580881118774},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3439728617668152},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.31763768196105957},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.19008365273475647},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.18096956610679626},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.12755224108695984}],"concepts":[{"id":"https://openalex.org/C21569690","wikidata":"https://www.wikidata.org/wiki/Q94702","display_name":"Collaborative filtering","level":3,"score":0.8879600167274475},{"id":"https://openalex.org/C197657726","wikidata":"https://www.wikidata.org/wiki/Q174733","display_name":"Bipartite graph","level":3,"score":0.7873437404632568},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7736361622810364},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.5829874873161316},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5388445854187012},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5124866962432861},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5058974623680115},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.452792763710022},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.4415803551673889},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.43188297748565674},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4233849346637726},{"id":"https://openalex.org/C117468950","wikidata":"https://www.wikidata.org/wiki/Q208074","display_name":"Network layer","level":3,"score":0.412162721157074},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.37502580881118774},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3439728617668152},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.31763768196105957},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.19008365273475647},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.18096956610679626},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.12755224108695984},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-16-5940-9_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-16-5940-9_3","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.4399999976158142}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1968164782","https://openalex.org/W2042281163","https://openalex.org/W2043403353","https://openalex.org/W2086243891","https://openalex.org/W2098005762","https://openalex.org/W2149527103","https://openalex.org/W2322048552","https://openalex.org/W2979734101","https://openalex.org/W2990175941","https://openalex.org/W3103589660"],"related_works":["https://openalex.org/W1484355083","https://openalex.org/W4220714703","https://openalex.org/W2170391450","https://openalex.org/W2735929803","https://openalex.org/W2098758514","https://openalex.org/W3008845055","https://openalex.org/W2041004656","https://openalex.org/W2202724490","https://openalex.org/W2119611366","https://openalex.org/W2103058005"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}