{"id":"https://openalex.org/W1977290284","doi":"https://doi.org/10.1007/s10462-012-9364-9","title":"Shilling attacks against recommender systems: a comprehensive survey","display_name":"Shilling attacks against recommender systems: a comprehensive survey","publication_year":2012,"publication_date":"2012-11-01","ids":{"openalex":"https://openalex.org/W1977290284","doi":"https://doi.org/10.1007/s10462-012-9364-9","mag":"1977290284"},"language":"en","primary_location":{"id":"doi:10.1007/s10462-012-9364-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10462-012-9364-9","pdf_url":null,"source":{"id":"https://openalex.org/S122814990","display_name":"Artificial Intelligence Review","issn_l":"0269-2821","issn":["0269-2821","1573-7462"],"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":"Artificial Intelligence Review","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/A5005510886","display_name":"\u0130hsan G\u00fcne\u015f","orcid":"https://orcid.org/0000-0001-5932-8068"},"institutions":[{"id":"https://openalex.org/I133743585","display_name":"Anadolu University","ror":"https://ror.org/05nz37n09","country_code":"TR","type":"education","lineage":["https://openalex.org/I133743585"]},{"id":"https://openalex.org/I4210091745","display_name":"Eski\u015fehir City Hospital","ror":"https://ror.org/00czdkn85","country_code":"TR","type":"healthcare","lineage":["https://openalex.org/I1303077703","https://openalex.org/I4210091745"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Ihsan Gunes","raw_affiliation_strings":["Computer Engineering Department, Anadolu University, 26470, Eskisehir, Turkey","Computer Engineering Department, Anadolu University, Eskisehir, Turkey 26470"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Engineering Department, Anadolu University, 26470, Eskisehir, Turkey","institution_ids":["https://openalex.org/I133743585","https://openalex.org/I4210091745"]},{"raw_affiliation_string":"Computer Engineering Department, Anadolu University, Eskisehir, Turkey 26470","institution_ids":["https://openalex.org/I133743585"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026376549","display_name":"Cihan Kaleli","orcid":"https://orcid.org/0000-0001-6769-4594"},"institutions":[{"id":"https://openalex.org/I133743585","display_name":"Anadolu University","ror":"https://ror.org/05nz37n09","country_code":"TR","type":"education","lineage":["https://openalex.org/I133743585"]},{"id":"https://openalex.org/I4210091745","display_name":"Eski\u015fehir City Hospital","ror":"https://ror.org/00czdkn85","country_code":"TR","type":"healthcare","lineage":["https://openalex.org/I1303077703","https://openalex.org/I4210091745"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Cihan Kaleli","raw_affiliation_strings":["Computer Engineering Department, Anadolu University, 26470, Eskisehir, Turkey","Computer Engineering Department, Anadolu University, Eskisehir, Turkey 26470"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Engineering Department, Anadolu University, 26470, Eskisehir, Turkey","institution_ids":["https://openalex.org/I133743585","https://openalex.org/I4210091745"]},{"raw_affiliation_string":"Computer Engineering Department, Anadolu University, Eskisehir, Turkey 26470","institution_ids":["https://openalex.org/I133743585"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042038212","display_name":"Alper Bilge","orcid":"https://orcid.org/0000-0003-3467-9915"},"institutions":[{"id":"https://openalex.org/I133743585","display_name":"Anadolu University","ror":"https://ror.org/05nz37n09","country_code":"TR","type":"education","lineage":["https://openalex.org/I133743585"]},{"id":"https://openalex.org/I4210091745","display_name":"Eski\u015fehir City Hospital","ror":"https://ror.org/00czdkn85","country_code":"TR","type":"healthcare","lineage":["https://openalex.org/I1303077703","https://openalex.org/I4210091745"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Alper Bilge","raw_affiliation_strings":["Computer Engineering Department, Anadolu University, 26470, Eskisehir, Turkey","Computer Engineering Department, Anadolu University, Eskisehir, Turkey 26470"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Engineering Department, Anadolu University, 26470, Eskisehir, Turkey","institution_ids":["https://openalex.org/I133743585","https://openalex.org/I4210091745"]},{"raw_affiliation_string":"Computer Engineering Department, Anadolu University, Eskisehir, Turkey 26470","institution_ids":["https://openalex.org/I133743585"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029891409","display_name":"H\u00fcseyin Polat","orcid":"https://orcid.org/0000-0003-4128-2625"},"institutions":[{"id":"https://openalex.org/I133743585","display_name":"Anadolu University","ror":"https://ror.org/05nz37n09","country_code":"TR","type":"education","lineage":["https://openalex.org/I133743585"]},{"id":"https://openalex.org/I4210091745","display_name":"Eski\u015fehir City Hospital","ror":"https://ror.org/00czdkn85","country_code":"TR","type":"healthcare","lineage":["https://openalex.org/I1303077703","https://openalex.org/I4210091745"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Huseyin Polat","raw_affiliation_strings":["Computer Engineering Department, Anadolu University, 26470, Eskisehir, Turkey","Computer Engineering Department, Anadolu University, Eskisehir, Turkey 26470"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Engineering Department, Anadolu University, 26470, Eskisehir, Turkey","institution_ids":["https://openalex.org/I133743585","https://openalex.org/I4210091745"]},{"raw_affiliation_string":"Computer Engineering Department, Anadolu University, Eskisehir, Turkey 26470","institution_ids":["https://openalex.org/I133743585"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5029891409"],"corresponding_institution_ids":["https://openalex.org/I133743585","https://openalex.org/I4210091745"],"apc_list":{"value":3190,"currency":"USD","value_usd":3190},"apc_paid":null,"fwci":31.2629,"has_fulltext":false,"cited_by_count":330,"citation_normalized_percentile":{"value":0.99501953,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"42","issue":"4","first_page":"767","last_page":"799"},"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/T11644","display_name":"Spam and Phishing Detection","score":0.9976999759674072,"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/T11478","display_name":"Caching and Content Delivery","score":0.9940999746322632,"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/computer-science","display_name":"Computer science","score":0.8622420430183411},{"id":"https://openalex.org/keywords/collaborative-filtering","display_name":"Collaborative filtering","score":0.7254456281661987},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.7190775871276855},{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.694867730140686},{"id":"https://openalex.org/keywords/attack-model","display_name":"Attack model","score":0.5697872042655945},{"id":"https://openalex.org/keywords/host","display_name":"Host (biology)","score":0.42967987060546875},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3922383785247803},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.38873517513275146},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32352328300476074}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8622420430183411},{"id":"https://openalex.org/C21569690","wikidata":"https://www.wikidata.org/wiki/Q94702","display_name":"Collaborative filtering","level":3,"score":0.7254456281661987},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.7190775871276855},{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.694867730140686},{"id":"https://openalex.org/C65856478","wikidata":"https://www.wikidata.org/wiki/Q3991682","display_name":"Attack model","level":2,"score":0.5697872042655945},{"id":"https://openalex.org/C126831891","wikidata":"https://www.wikidata.org/wiki/Q221673","display_name":"Host (biology)","level":2,"score":0.42967987060546875},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3922383785247803},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.38873517513275146},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32352328300476074},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10462-012-9364-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10462-012-9364-9","pdf_url":null,"source":{"id":"https://openalex.org/S122814990","display_name":"Artificial Intelligence Review","issn_l":"0269-2821","issn":["0269-2821","1573-7462"],"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":"Artificial Intelligence Review","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":87,"referenced_works":["https://openalex.org/W15341867","https://openalex.org/W16059526","https://openalex.org/W35907490","https://openalex.org/W61758119","https://openalex.org/W89811811","https://openalex.org/W107297539","https://openalex.org/W141513725","https://openalex.org/W144806122","https://openalex.org/W145109340","https://openalex.org/W1480541554","https://openalex.org/W1483715664","https://openalex.org/W1487388135","https://openalex.org/W1489114055","https://openalex.org/W1521445531","https://openalex.org/W1528270133","https://openalex.org/W1536558110","https://openalex.org/W1539410045","https://openalex.org/W1539738334","https://openalex.org/W1558568167","https://openalex.org/W1565626325","https://openalex.org/W1569677016","https://openalex.org/W1591626194","https://openalex.org/W1598783518","https://openalex.org/W1641660344","https://openalex.org/W1690919088","https://openalex.org/W1853953842","https://openalex.org/W1966553486","https://openalex.org/W1969347587","https://openalex.org/W1971040550","https://openalex.org/W1980122825","https://openalex.org/W1987480635","https://openalex.org/W1989279326","https://openalex.org/W1990929462","https://openalex.org/W1995632843","https://openalex.org/W2000855935","https://openalex.org/W2004149199","https://openalex.org/W2006449417","https://openalex.org/W2020701179","https://openalex.org/W2027645435","https://openalex.org/W2027764021","https://openalex.org/W2029046707","https://openalex.org/W2029424893","https://openalex.org/W2037734641","https://openalex.org/W2043927614","https://openalex.org/W2044831856","https://openalex.org/W2046522920","https://openalex.org/W2048672094","https://openalex.org/W2066243156","https://openalex.org/W2070375326","https://openalex.org/W2070689335","https://openalex.org/W2070901842","https://openalex.org/W2072651985","https://openalex.org/W2074771540","https://openalex.org/W2075446120","https://openalex.org/W2075807628","https://openalex.org/W2078352417","https://openalex.org/W2082182279","https://openalex.org/W2089311464","https://openalex.org/W2090346113","https://openalex.org/W2098121414","https://openalex.org/W2100370943","https://openalex.org/W2100420037","https://openalex.org/W2105369346","https://openalex.org/W2105418268","https://openalex.org/W2109992782","https://openalex.org/W2110325612","https://openalex.org/W2115139489","https://openalex.org/W2116032625","https://openalex.org/W2117017885","https://openalex.org/W2117449950","https://openalex.org/W2117515335","https://openalex.org/W2133266261","https://openalex.org/W2138096779","https://openalex.org/W2142651607","https://openalex.org/W2144194596","https://openalex.org/W2147135157","https://openalex.org/W2148975075","https://openalex.org/W2150280432","https://openalex.org/W2153774009","https://openalex.org/W2154049823","https://openalex.org/W2158701542","https://openalex.org/W2167976402","https://openalex.org/W2336762358","https://openalex.org/W2404874333","https://openalex.org/W2532721078","https://openalex.org/W3123744387","https://openalex.org/W4285719527"],"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/W2098758514","https://openalex.org/W3008845055","https://openalex.org/W2041004656","https://openalex.org/W4376854386","https://openalex.org/W1966742602"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":12},{"year":2025,"cited_by_count":26},{"year":2024,"cited_by_count":22},{"year":2023,"cited_by_count":23},{"year":2022,"cited_by_count":29},{"year":2021,"cited_by_count":39},{"year":2020,"cited_by_count":38},{"year":2019,"cited_by_count":34},{"year":2018,"cited_by_count":35},{"year":2017,"cited_by_count":14},{"year":2016,"cited_by_count":29},{"year":2015,"cited_by_count":18},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":8}],"updated_date":"2026-08-23T07:36:19.812096","created_date":"2025-10-10T00:00:00"}