{"id":"https://openalex.org/W2768228114","doi":"https://doi.org/10.1007/s10044-017-0671-2","title":"Recommendation algorithm based on improved spectral clustering and transfer learning","display_name":"Recommendation algorithm based on improved spectral clustering and transfer learning","publication_year":2017,"publication_date":"2017-11-24","ids":{"openalex":"https://openalex.org/W2768228114","doi":"https://doi.org/10.1007/s10044-017-0671-2","mag":"2768228114"},"language":"en","primary_location":{"id":"doi:10.1007/s10044-017-0671-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10044-017-0671-2","pdf_url":null,"source":{"id":"https://openalex.org/S45497385","display_name":"Pattern Analysis and Applications","issn_l":"1433-7541","issn":["1433-7541","1433-755X"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Pattern Analysis and Applications","raw_type":"journal-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/A5100394767","display_name":"Xiang Li","orcid":"https://orcid.org/0000-0002-0761-0931"},"institutions":[{"id":"https://openalex.org/I163340411","display_name":"Hohai University","ror":"https://ror.org/01wd4xt90","country_code":"CN","type":"education","lineage":["https://openalex.org/I163340411"]},{"id":"https://openalex.org/I4210153869","display_name":"Huaiyin Institute of Technology","ror":"https://ror.org/0555ezg60","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210153869"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiang Li","raw_affiliation_strings":["College of Computer and Information Technology Engineering, Hohai University, Nanjing, 211100, China","Faculty of Computer and Software, Huaiyin Institute of Technology, Huaian, 223003, China"],"raw_orcid":"https://orcid.org/0000-0002-0761-0931","affiliations":[{"raw_affiliation_string":"College of Computer and Information Technology Engineering, Hohai University, Nanjing, 211100, China","institution_ids":["https://openalex.org/I163340411"]},{"raw_affiliation_string":"Faculty of Computer and Software, Huaiyin Institute of Technology, Huaian, 223003, China","institution_ids":["https://openalex.org/I4210153869"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100453843","display_name":"Zhijian Wang","orcid":"https://orcid.org/0000-0003-2226-9708"},"institutions":[{"id":"https://openalex.org/I163340411","display_name":"Hohai University","ror":"https://ror.org/01wd4xt90","country_code":"CN","type":"education","lineage":["https://openalex.org/I163340411"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhijian Wang","raw_affiliation_strings":["College of Computer and Information Technology Engineering, Hohai University, Nanjing, 211100, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer and Information Technology Engineering, Hohai University, Nanjing, 211100, China","institution_ids":["https://openalex.org/I163340411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084789982","display_name":"Ronglin Hu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210153869","display_name":"Huaiyin Institute of Technology","ror":"https://ror.org/0555ezg60","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210153869"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ronglin Hu","raw_affiliation_strings":["Faculty of Computer and Software, Huaiyin Institute of Technology, Huaian, 223003, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer and Software, Huaiyin Institute of Technology, Huaian, 223003, China","institution_ids":["https://openalex.org/I4210153869"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102216429","display_name":"Quanyin Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210153869","display_name":"Huaiyin Institute of Technology","ror":"https://ror.org/0555ezg60","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210153869"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Quanyin Zhu","raw_affiliation_strings":["Faculty of Computer and Software, Huaiyin Institute of Technology, Huaian, 223003, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer and Software, Huaiyin Institute of Technology, Huaian, 223003, China","institution_ids":["https://openalex.org/I4210153869"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044946841","display_name":"Liuyang Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210153869","display_name":"Huaiyin Institute of Technology","ror":"https://ror.org/0555ezg60","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210153869"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liuyang Wang","raw_affiliation_strings":["Faculty of Computer and Software, Huaiyin Institute of Technology, Huaian, 223003, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer and Software, Huaiyin Institute of Technology, Huaian, 223003, China","institution_ids":["https://openalex.org/I4210153869"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100394767"],"corresponding_institution_ids":["https://openalex.org/I163340411","https://openalex.org/I4210153869"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.1849,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.58858032,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"22","issue":"2","first_page":"633","last_page":"647"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9725000262260437,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9725000262260437,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9678999781608582,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9595999717712402,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/spectral-clustering","display_name":"Spectral clustering","score":0.7877046465873718},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.7617111206054688},{"id":"https://openalex.org/keywords/collaborative-filtering","display_name":"Collaborative filtering","score":0.7382605075836182},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7354147434234619},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7047793865203857},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.6901392936706543},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5466058254241943},{"id":"https://openalex.org/keywords/matrix","display_name":"Matrix (chemical analysis)","score":0.5151144862174988},{"id":"https://openalex.org/keywords/eigenvalues-and-eigenvectors","display_name":"Eigenvalues and eigenvectors","score":0.5116103291511536},{"id":"https://openalex.org/keywords/information-overload","display_name":"Information overload","score":0.4959786832332611},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4535483121871948},{"id":"https://openalex.org/keywords/transfer","display_name":"Transfer (computing)","score":0.43867528438568115},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.4282749593257904},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.42596688866615295},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.42057564854621887},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.41039717197418213},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4056375026702881},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21184247732162476}],"concepts":[{"id":"https://openalex.org/C105611402","wikidata":"https://www.wikidata.org/wiki/Q2976589","display_name":"Spectral clustering","level":3,"score":0.7877046465873718},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.7617111206054688},{"id":"https://openalex.org/C21569690","wikidata":"https://www.wikidata.org/wiki/Q94702","display_name":"Collaborative filtering","level":3,"score":0.7382605075836182},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7354147434234619},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7047793865203857},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.6901392936706543},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5466058254241943},{"id":"https://openalex.org/C106487976","wikidata":"https://www.wikidata.org/wiki/Q685816","display_name":"Matrix (chemical analysis)","level":2,"score":0.5151144862174988},{"id":"https://openalex.org/C158693339","wikidata":"https://www.wikidata.org/wiki/Q190524","display_name":"Eigenvalues and eigenvectors","level":2,"score":0.5116103291511536},{"id":"https://openalex.org/C186625053","wikidata":"https://www.wikidata.org/wiki/Q1130191","display_name":"Information overload","level":2,"score":0.4959786832332611},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4535483121871948},{"id":"https://openalex.org/C2776175482","wikidata":"https://www.wikidata.org/wiki/Q1195816","display_name":"Transfer (computing)","level":2,"score":0.43867528438568115},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.4282749593257904},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.42596688866615295},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42057564854621887},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.41039717197418213},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4056375026702881},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21184247732162476},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","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},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10044-017-0671-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10044-017-0671-2","pdf_url":null,"source":{"id":"https://openalex.org/S45497385","display_name":"Pattern Analysis and Applications","issn_l":"1433-7541","issn":["1433-7541","1433-755X"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Pattern Analysis and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W1867270225","https://openalex.org/W1926516915","https://openalex.org/W1926826635","https://openalex.org/W1965355809","https://openalex.org/W1975420667","https://openalex.org/W1978542516","https://openalex.org/W1979761939","https://openalex.org/W1980420376","https://openalex.org/W2006323481","https://openalex.org/W2010097736","https://openalex.org/W2014350662","https://openalex.org/W2016202900","https://openalex.org/W2033552618","https://openalex.org/W2049538695","https://openalex.org/W2050111274","https://openalex.org/W2055753488","https://openalex.org/W2082266063","https://openalex.org/W2089026157","https://openalex.org/W2089042306","https://openalex.org/W2093063389","https://openalex.org/W2094419284","https://openalex.org/W2118092075","https://openalex.org/W2118338035","https://openalex.org/W2123432324","https://openalex.org/W2127615881","https://openalex.org/W2129210885","https://openalex.org/W2137789362","https://openalex.org/W2154051223","https://openalex.org/W2183555710","https://openalex.org/W2203585408","https://openalex.org/W2205534366","https://openalex.org/W2206936520","https://openalex.org/W2294437627","https://openalex.org/W2462175384","https://openalex.org/W2480140084","https://openalex.org/W2497173630","https://openalex.org/W2509678028","https://openalex.org/W2592449078","https://openalex.org/W2592804878","https://openalex.org/W2594315820","https://openalex.org/W2600989482","https://openalex.org/W2605814604","https://openalex.org/W3009454296","https://openalex.org/W3121197262","https://openalex.org/W4230464335"],"related_works":["https://openalex.org/W1484355083","https://openalex.org/W2772628444","https://openalex.org/W4220714703","https://openalex.org/W2735929803","https://openalex.org/W2170391450","https://openalex.org/W3008845055","https://openalex.org/W2041004656","https://openalex.org/W135044020","https://openalex.org/W2103058005","https://openalex.org/W2098758514"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":2}],"updated_date":"2026-06-04T09:04:59.091469","created_date":"2025-10-10T00:00:00"}