{"id":"https://openalex.org/W2344355362","doi":null,"title":"\u0130\u015fbirlik\u00e7i filtreleme i\u00e7in yeni tahminleme y\u00f6ntemleri","display_name":"\u0130\u015fbirlik\u00e7i filtreleme i\u00e7in yeni tahminleme y\u00f6ntemleri","publication_year":2016,"publication_date":"2016-05-01","ids":{"openalex":"https://openalex.org/W2344355362","mag":"2344355362"},"language":"en","primary_location":{"id":"pmh:oai:dergipark.org.tr:article/219182","doi":null,"is_oa":true,"landing_page_url":"https://dergipark.org.tr/tr/pub/pajes/issue/20566/219182","pdf_url":null,"source":{"id":"https://openalex.org/S4306401840","display_name":"DergiPark (Istanbul University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67581229","host_organization_name":"Istanbul University","host_organization_lineage":["https://openalex.org/I67581229"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["doaj"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://dergipark.org.tr/tr/pub/pajes/issue/20566/219182","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000102767","display_name":"Hasan Bulut","orcid":"https://orcid.org/0000-0002-4872-5698","observed_orcids":["https://orcid.org/0000-0002-4872-5698"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bulut, Hasan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5085787519","display_name":"Musa M\u0131ll\u0131","orcid":"https://orcid.org/0000-0001-8323-6366","observed_orcids":["https://orcid.org/0000-0001-8323-6366"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Milli, Musa","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":1.0,"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":1.0,"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/T14435","display_name":"Information Retrieval and Data Mining","score":0.0,"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/T10286","display_name":"Information Retrieval and Search Behavior","score":0.0,"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":0.9869999885559082},{"id":"https://openalex.org/keywords/recommender-systems","display_name":"recommender systems","score":0.9509999752044678},{"id":"https://openalex.org/keywords/forecasting-methods","display_name":"forecasting methods","score":0.7910000085830688},{"id":"https://openalex.org/keywords/user-similarity","display_name":"user similarity","score":0.8199999928474426},{"id":"https://openalex.org/keywords/e-commerce","display_name":"e-commerce","score":0.8640000224113464}],"concepts":[{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.7927310466766357},{"id":"https://openalex.org/C21569690","wikidata":"https://www.wikidata.org/wiki/Q94702","display_name":"Collaborative filtering","level":3,"score":0.6946130990982056},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5943126082420349},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.5545585751533508},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.45531827211380005},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.4446825087070465},{"id":"https://openalex.org/C146357865","wikidata":"https://www.wikidata.org/wiki/Q1123245","display_name":"Stage (stratigraphy)","level":2,"score":0.4305265545845032},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3948124051094055},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3351285457611084},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3018496036529541},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3005053997039795},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20966145396232605},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","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},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"pmh:oai:dergipark.org.tr:article/219182","doi":null,"is_oa":true,"landing_page_url":"https://dergipark.org.tr/tr/pub/pajes/issue/20566/219182","pdf_url":null,"source":{"id":"https://openalex.org/S4306401840","display_name":"DergiPark (Istanbul University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67581229","host_organization_name":"Istanbul University","host_organization_lineage":["https://openalex.org/I67581229"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:0ce327e08d2d450ea678741bdc11213d","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/0ce327e08d2d450ea678741bdc11213d","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Pamukkale University Journal of Engineering Sciences, Vol 22, Iss 2, Pp 123-128 (2016)","raw_type":"article"},{"id":"pmh:oai:doaj.org/article:5783725831e44a91a17c6ac0b4e73134","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/5783725831e44a91a17c6ac0b4e73134","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Pamukkale University Journal of Engineering Sciences, Vol 22, Iss 2, Pp 123-128 (2016)","raw_type":"article"},{"id":"pmh:oai:doaj.org/article:f9dc19931f354f479517cdd9e43f8abb","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/f9dc19931f354f479517cdd9e43f8abb","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Pamukkale University Journal of Engineering Sciences, Vol 22, Iss 2, Pp 123-128 (2016)","raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:dergipark.org.tr:article/219182","doi":null,"is_oa":true,"landing_page_url":"https://dergipark.org.tr/tr/pub/pajes/issue/20566/219182","pdf_url":null,"source":{"id":"https://openalex.org/S4306401840","display_name":"DergiPark (Istanbul University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67581229","host_organization_name":"Istanbul University","host_organization_lineage":["https://openalex.org/I67581229"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4308247811","https://openalex.org/W2398165842","https://openalex.org/W4206116415","https://openalex.org/W1572335739","https://openalex.org/W2165393416","https://openalex.org/W2350198831","https://openalex.org/W3096677679","https://openalex.org/W4309459165","https://openalex.org/W2963502633","https://openalex.org/W4284959926"],"abstract_inverted_index":{"Companies,":[0],"in":[1,11,141,149],"particular":[2],"e-commerce":[3],"companies,":[4],"aims":[5],"to":[6,30,87],"increase":[7,13],"customer":[8],"satisfaction,":[9],"hence":[10],"turn":[12],"their":[14],"profits,":[15],"using":[16,57],"recommender":[17],"systems.":[18],"Recommender":[19],"Systems":[20],"are":[21,55,69,85,135],"widely":[22],"used":[23,86,140],"nowadays":[24],"and":[25,52,144],"they":[26],"provide":[27],"strategic":[28],"advantages":[29],"the":[31,43,46,49,58,63,66,78,82,89,93,98,102,106,118,124,142],"companies":[32],"that":[33],"use":[34],"them.":[35],"These":[36],"systems":[37],"consist":[38],"of":[39,65,92,105,127,132],"different":[40],"stages.":[41],"In":[42,74,109],"first":[44,83],"stage,":[45,77],"similarities":[47,79],"between":[48],"active":[50,67],"user":[51,68],"other":[53,147],"users":[54],"computed":[56,80],"user-product":[59],"ratings":[60],"matrix.":[61],"Then,":[62],"neighbors":[64],"found":[70],"from":[71],"these":[72,133],"similarities.":[73],"prediction":[75,99,119],"calculation":[76,120],"at":[81],"stage":[84,121,126],"generate":[88],"weight":[90,107],"vector":[91],"closer":[94],"neighbors.":[95],"Neighbors":[96],"affect":[97],"value":[100,104],"by":[101],"corresponding":[103],"vector.":[108],"this":[110,150],"study,":[111],"we":[112],"developed":[113],"two":[114],"new":[115],"methods":[116,134],"for":[117],"which":[122],"is":[123],"last":[125],"collaborative":[128],"filtering.":[129],"The":[130],"performance":[131],"measured":[136],"with":[137,146],"evaluation":[138],"metrics":[139],"literature":[143],"compared":[145],"studies":[148],"field.":[151]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2026-10-12T09:40:04.860316","created_date":"2025-10-10T00:00:00"}
