{"id":"https://openalex.org/W2163856078","doi":"https://doi.org/10.4304/jcp.9.3.618-625","title":"An Adaptive Recommendation Method Based on Small-World Implicit Trust Network","display_name":"An Adaptive Recommendation Method Based on Small-World Implicit Trust Network","publication_year":2014,"publication_date":"2014-03-01","ids":{"openalex":"https://openalex.org/W2163856078","doi":"https://doi.org/10.4304/jcp.9.3.618-625","mag":"2163856078"},"language":"en","primary_location":{"id":"doi:10.4304/jcp.9.3.618-625","is_oa":false,"landing_page_url":"https://doi.org/10.4304/jcp.9.3.618-625","pdf_url":null,"source":{"id":"https://openalex.org/S77894049","display_name":"Journal of Computers","issn_l":"1796-203X","issn":["1796-203X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318660","host_organization_name":"Academy Publisher","host_organization_lineage":["https://openalex.org/P4310318660"],"host_organization_lineage_names":["Academy Publisher"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computers","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/A5025520904","display_name":"Fuzhi Zhang","orcid":"https://orcid.org/0000-0002-9595-3589"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fuzhi Zhang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047123961","display_name":"Huan Wang","orcid":"https://orcid.org/0000-0002-9688-6242"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Huan Wang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5058229737","display_name":"Huawei Yi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Huawei Yi","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.1019,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.94561679,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"9","issue":"3","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/T11478","display_name":"Caching and Content Delivery","score":0.9890000224113464,"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"}},{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9686999917030334,"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/computer-science","display_name":"Computer science","score":0.7283946871757507}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7283946871757507}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.4304/jcp.9.3.618-625","is_oa":false,"landing_page_url":"https://doi.org/10.4304/jcp.9.3.618-625","pdf_url":null,"source":{"id":"https://openalex.org/S77894049","display_name":"Journal of Computers","issn_l":"1796-203X","issn":["1796-203X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318660","host_organization_name":"Academy Publisher","host_organization_lineage":["https://openalex.org/P4310318660"],"host_organization_lineage_names":["Academy Publisher"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computers","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":22,"referenced_works":["https://openalex.org/W281665770","https://openalex.org/W1581659377","https://openalex.org/W1589148151","https://openalex.org/W1980202081","https://openalex.org/W1990929462","https://openalex.org/W1996717570","https://openalex.org/W1999062773","https://openalex.org/W2019405505","https://openalex.org/W2031206357","https://openalex.org/W2036881805","https://openalex.org/W2064049990","https://openalex.org/W2080859275","https://openalex.org/W2086805993","https://openalex.org/W2112459086","https://openalex.org/W2158496368","https://openalex.org/W2164189164","https://openalex.org/W2205116625","https://openalex.org/W6635050438","https://openalex.org/W6635308687","https://openalex.org/W6670562919","https://openalex.org/W6676976995","https://openalex.org/W6687910568"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2382290278","https://openalex.org/W2350741829","https://openalex.org/W2130043461","https://openalex.org/W2530322880","https://openalex.org/W1596801655"],"abstract_inverted_index":{"Collaborative":[0],"filtering":[1],"(CF)":[2],"is":[3],"widely":[4],"used":[5],"in":[6,40],"e-commerce":[7],"recommender":[8,24],"systems,":[9],"which":[10,94],"helps":[11],"the":[12,17,33,62,87,90,102,105,112,125,131],"online":[13],"users":[14],"to":[15,20,32,60],"identify":[16],"right":[18],"products":[19],"purchase.":[21],"However,":[22],"CF-based":[23],"systems":[25],"suffer":[26],"poor":[27],"quality":[28,132],"of":[29,89,104,133],"recommendation":[30,47,81],"due":[31],"sparsity":[34],"issue.":[35],"To":[36,100],"address":[37],"this":[38,41],"problem,":[39],"paper":[42],"we":[43,77,108],"propose":[44],"an":[45,79],"adaptive":[46,80],"method":[48,59,118,127],"based":[49,67],"on":[50,68,111],"small-world":[51,63],"implicit":[52,64,72],"trust":[53,65,73,92],"network.":[54],"We":[55],"first":[56],"present":[57],"a":[58],"construct":[61],"network":[66],"user":[69],"clustering":[70],"and":[71,115],"among":[74],"users.":[75],"Then":[76],"develop":[78],"algorithm":[82],"by":[83],"taking":[84],"into":[85],"account":[86],"topology":[88],"constructed":[91],"network,":[93],"generates":[95],"recommendations":[96],"using":[97],"different":[98],"strategies.":[99],"demonstrate":[101],"effectiveness":[103],"proposed":[106,126],"method,":[107],"conduct":[109],"experiments":[110],"MovieLens":[113],"dataset":[114],"compare":[116],"our":[117],"with":[119],"others.":[120],"Experimental":[121],"results":[122],"show":[123],"that":[124],"can":[128],"significantly":[129],"improve":[130],"recommendation.":[134]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":4}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
