{"id":"https://openalex.org/W4381303600","doi":"https://doi.org/10.1007/978-981-99-3300-6_12","title":"A Survey of the State-of-the-Art and Some Extensions of Recommender System Based on Big Data","display_name":"A Survey of the State-of-the-Art and Some Extensions of Recommender System Based on Big Data","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4381303600","doi":"https://doi.org/10.1007/978-981-99-3300-6_12"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-99-3300-6_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-99-3300-6_12","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/A5100713192","display_name":"Lixin Jia","orcid":"https://orcid.org/0009-0009-9864-910X"},"institutions":[{"id":"https://openalex.org/I134687103","display_name":"Nanjing Tech University","ror":"https://ror.org/03sd35x91","country_code":"CN","type":"education","lineage":["https://openalex.org/I134687103"]},{"id":"https://openalex.org/I2799736854","display_name":"Nanjing Institute of Technology","ror":"https://ror.org/00n6txq60","country_code":"CN","type":"education","lineage":["https://openalex.org/I2799736854"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lixin Jia","raw_affiliation_strings":["Nanjing Institute of Technology, Nanjing, China","Nanjing Tech University Nanjing, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Nanjing Institute of Technology, Nanjing, China","institution_ids":["https://openalex.org/I2799736854"]},{"raw_affiliation_string":"Nanjing Tech University Nanjing, Nanjing, China","institution_ids":["https://openalex.org/I134687103"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049505136","display_name":"Lixiu Jia","orcid":"https://orcid.org/0000-0002-4293-961X"},"institutions":[{"id":"https://openalex.org/I2799736854","display_name":"Nanjing Institute of Technology","ror":"https://ror.org/00n6txq60","country_code":"CN","type":"education","lineage":["https://openalex.org/I2799736854"]},{"id":"https://openalex.org/I134687103","display_name":"Nanjing Tech University","ror":"https://ror.org/03sd35x91","country_code":"CN","type":"education","lineage":["https://openalex.org/I134687103"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lixiu Jia","raw_affiliation_strings":["Nanjing Institute of Technology, Nanjing, China","Nanjing Tech University Nanjing, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Nanjing Institute of Technology, Nanjing, China","institution_ids":["https://openalex.org/I2799736854"]},{"raw_affiliation_string":"Nanjing Tech University Nanjing, Nanjing, China","institution_ids":["https://openalex.org/I134687103"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038023964","display_name":"Lihang Feng","orcid":"https://orcid.org/0000-0002-5790-0478"},"institutions":[{"id":"https://openalex.org/I134687103","display_name":"Nanjing Tech University","ror":"https://ror.org/03sd35x91","country_code":"CN","type":"education","lineage":["https://openalex.org/I134687103"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lihang Feng","raw_affiliation_strings":["Nanjing Tech University Nanjing, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Nanjing Tech University Nanjing, Nanjing, China","institution_ids":["https://openalex.org/I134687103"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100713192"],"corresponding_institution_ids":["https://openalex.org/I134687103","https://openalex.org/I2799736854"],"apc_list":null,"apc_paid":null,"fwci":0.754,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.70329965,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"155","last_page":"171"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9891999959945679,"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/T11478","display_name":"Caching and Content Delivery","score":0.9782000184059143,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/recommender-system","display_name":"Recommender system","score":0.8957809209823608},{"id":"https://openalex.org/keywords/information-overload","display_name":"Information overload","score":0.8307114839553833},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.811133861541748},{"id":"https://openalex.org/keywords/rss","display_name":"RSS","score":0.7399841547012329},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.7254957556724548},{"id":"https://openalex.org/keywords/collaborative-filtering","display_name":"Collaborative filtering","score":0.6628226637840271},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.5329943895339966},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5025439262390137},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.49392014741897583},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.36018526554107666},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3498261570930481},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.34903615713119507},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.34136056900024414},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.1908036768436432}],"concepts":[{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.8957809209823608},{"id":"https://openalex.org/C186625053","wikidata":"https://www.wikidata.org/wiki/Q1130191","display_name":"Information overload","level":2,"score":0.8307114839553833},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.811133861541748},{"id":"https://openalex.org/C2385561","wikidata":"https://www.wikidata.org/wiki/Q45432","display_name":"RSS","level":2,"score":0.7399841547012329},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.7254957556724548},{"id":"https://openalex.org/C21569690","wikidata":"https://www.wikidata.org/wiki/Q94702","display_name":"Collaborative filtering","level":3,"score":0.6628226637840271},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.5329943895339966},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5025439262390137},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.49392014741897583},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36018526554107666},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3498261570930481},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.34903615713119507},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.34136056900024414},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1908036768436432}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-99-3300-6_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-99-3300-6_12","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":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W40914139","https://openalex.org/W1966553486","https://openalex.org/W2013594690","https://openalex.org/W2047729491","https://openalex.org/W2050942713","https://openalex.org/W2060144359","https://openalex.org/W2068515367","https://openalex.org/W2075010670","https://openalex.org/W2078105735","https://openalex.org/W2085419413","https://openalex.org/W2119523409","https://openalex.org/W2119825970","https://openalex.org/W2138759931","https://openalex.org/W2142269696","https://openalex.org/W2152208379","https://openalex.org/W2154357023","https://openalex.org/W2171960770","https://openalex.org/W2219888463","https://openalex.org/W2527820494","https://openalex.org/W2642043218","https://openalex.org/W2768348081","https://openalex.org/W2909388450","https://openalex.org/W2911030916","https://openalex.org/W2922071957","https://openalex.org/W2923093734","https://openalex.org/W2947198150","https://openalex.org/W2951217911","https://openalex.org/W2966059442","https://openalex.org/W2995530006","https://openalex.org/W3005925935","https://openalex.org/W3011131042","https://openalex.org/W3018593348","https://openalex.org/W3030899497","https://openalex.org/W3043448656","https://openalex.org/W3113419473","https://openalex.org/W3175436695","https://openalex.org/W3211935328","https://openalex.org/W4206218866","https://openalex.org/W6688546294","https://openalex.org/W6869608176"],"related_works":["https://openalex.org/W3177075132","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/W2098758514"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}