{"id":"https://openalex.org/W2726243283","doi":"https://doi.org/10.1109/icis.2017.7959988","title":"Algorithm study under big data environment of personalized recommendation based on user interest model","display_name":"Algorithm study under big data environment of personalized recommendation based on user interest model","publication_year":2017,"publication_date":"2017-05-01","ids":{"openalex":"https://openalex.org/W2726243283","doi":"https://doi.org/10.1109/icis.2017.7959988","mag":"2726243283"},"language":"en","primary_location":{"id":"doi:10.1109/icis.2017.7959988","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icis.2017.7959988","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE/ACIS 16th International Conference on Computer and Information Science (ICIS)","raw_type":"proceedings-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/A5061029583","display_name":"Qingju Guo","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Guo Qingju","raw_affiliation_strings":["Department of Information Management, Hainan College of Software Technology, Qionghai, P.R. China"],"affiliations":[{"raw_affiliation_string":"Department of Information Management, Hainan College of Software Technology, Qionghai, P.R. China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032651437","display_name":"Wentian Ji","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ji Wentian","raw_affiliation_strings":["Department of Software, Engineering Hainan College of Software Technology, Qionghai, P.R. China"],"affiliations":[{"raw_affiliation_string":"Department of Software, Engineering Hainan College of Software Technology, Qionghai, P.R. China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010811252","display_name":"Zhou Renyun","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhou Renyun","raw_affiliation_strings":["Department of Information Management, Hainan College of Software Technology, Qionghai, P.R. China"],"affiliations":[{"raw_affiliation_string":"Department of Information Management, Hainan College of Software Technology, Qionghai, P.R. China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5061029583"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4836,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.72715968,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"29","issue":null,"first_page":"167","last_page":"172"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9997000098228455,"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":0.9997000098228455,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9480000138282776,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8173392415046692},{"id":"https://openalex.org/keywords/collaborative-filtering","display_name":"Collaborative filtering","score":0.793449342250824},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.6676862239837646},{"id":"https://openalex.org/keywords/association-rule-learning","display_name":"Association rule learning","score":0.6641362309455872},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.6064269542694092},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5865492224693298},{"id":"https://openalex.org/keywords/apriori-algorithm","display_name":"Apriori algorithm","score":0.524823009967804},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5141528248786926},{"id":"https://openalex.org/keywords/a-priori-and-a-posteriori","display_name":"A priori and a posteriori","score":0.4755632281303406},{"id":"https://openalex.org/keywords/core","display_name":"Core (optical fiber)","score":0.47077012062072754},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.35244226455688477},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07801640033721924}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8173392415046692},{"id":"https://openalex.org/C21569690","wikidata":"https://www.wikidata.org/wiki/Q94702","display_name":"Collaborative filtering","level":3,"score":0.793449342250824},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.6676862239837646},{"id":"https://openalex.org/C193524817","wikidata":"https://www.wikidata.org/wiki/Q386780","display_name":"Association rule learning","level":2,"score":0.6641362309455872},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.6064269542694092},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5865492224693298},{"id":"https://openalex.org/C81440476","wikidata":"https://www.wikidata.org/wiki/Q513511","display_name":"Apriori algorithm","level":3,"score":0.524823009967804},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5141528248786926},{"id":"https://openalex.org/C75553542","wikidata":"https://www.wikidata.org/wiki/Q178161","display_name":"A priori and a posteriori","level":2,"score":0.4755632281303406},{"id":"https://openalex.org/C2164484","wikidata":"https://www.wikidata.org/wiki/Q5170150","display_name":"Core (optical fiber)","level":2,"score":0.47077012062072754},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.35244226455688477},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07801640033721924},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icis.2017.7959988","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icis.2017.7959988","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE/ACIS 16th International Conference on Computer and Information Science (ICIS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.41999998688697815,"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W2030144199","https://openalex.org/W2155106456","https://openalex.org/W2341865734","https://openalex.org/W3121531027","https://openalex.org/W6780057924"],"related_works":["https://openalex.org/W2390051172","https://openalex.org/W2297208791","https://openalex.org/W2367209111","https://openalex.org/W2351000793","https://openalex.org/W2366790077","https://openalex.org/W2348276166","https://openalex.org/W3034345083","https://openalex.org/W2607264580","https://openalex.org/W3012205960","https://openalex.org/W1483188779"],"abstract_inverted_index":{"Based":[0],"on":[1,19,57],"core":[2],"problems":[3],"of":[4,14,42,72],"personalized":[5,54],"recommendation,":[6],"traditional":[7],"collaborative":[8],"filtering":[9],"recommendation":[10,55,73],"algorithm":[11,17,80],"and":[12,34,37,70,79],"theories":[13],"Apriori":[15],"All":[16],"based":[18,56],"association":[20],"rule,":[21],"it":[22,63],"is":[23,64,74],"proposed":[24],"to":[25],"build":[26],"two-dimension":[27],"user":[28,58],"interest":[29],"model":[30,78],"combining":[31],"user's":[32],"implicit":[33],"explicit":[35],"interests":[36],"increase":[38],"the":[39,52,68,77],"threshold":[40],"value":[41],"third":[43],"dimension":[44],"time":[45],"in":[46],"this":[47],"paper":[48],"t":[49],"o":[50],"realize":[51],"real-time":[53,71],"interest.":[59],"Through":[60],"experimental":[61],"evaluation,":[62],"proved":[65],"th":[66],"at":[67],"accuracy":[69],"improved":[75],"through":[76],"under":[81],"big":[82],"data":[83],"environment.":[84]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
