{"id":"https://openalex.org/W4221069742","doi":"https://doi.org/10.1177/15501329221082415","title":"A security detection approach based on autonomy-oriented user sensor in social recommendation network","display_name":"A security detection approach based on autonomy-oriented user sensor in social recommendation network","publication_year":2022,"publication_date":"2022-03-01","ids":{"openalex":"https://openalex.org/W4221069742","doi":"https://doi.org/10.1177/15501329221082415"},"language":"en","primary_location":{"id":"doi:10.1177/15501329221082415","is_oa":true,"landing_page_url":"https://doi.org/10.1177/15501329221082415","pdf_url":null,"source":{"id":"https://openalex.org/S64417657","display_name":"International Journal of Distributed Sensor Networks","issn_l":"1550-1329","issn":["1550-1329","1550-1477"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Distributed Sensor Networks","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1177/15501329221082415","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5006749578","display_name":"Shanshan Wan","orcid":"https://orcid.org/0000-0002-3421-4387"},"institutions":[{"id":"https://openalex.org/I62853816","display_name":"Beijing University of Civil Engineering and Architecture","ror":"https://ror.org/02yj0p855","country_code":"CN","type":"education","lineage":["https://openalex.org/I62853816"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shanshan Wan","raw_affiliation_strings":["School of Electrical and Information Engineering, Beijing University of Civil Engineering and Architecture, Beijing, P.R. China"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Beijing University of Civil Engineering and Architecture, Beijing, P.R. China","institution_ids":["https://openalex.org/I62853816"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100414216","display_name":"Ying Liu","orcid":"https://orcid.org/0000-0002-3944-2194"},"institutions":[{"id":"https://openalex.org/I62853816","display_name":"Beijing University of Civil Engineering and Architecture","ror":"https://ror.org/02yj0p855","country_code":"CN","type":"education","lineage":["https://openalex.org/I62853816"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying Liu","raw_affiliation_strings":["School of Electrical and Information Engineering, Beijing University of Civil Engineering and Architecture, Beijing, P.R. China"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Beijing University of Civil Engineering and Architecture, Beijing, P.R. China","institution_ids":["https://openalex.org/I62853816"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5006749578"],"corresponding_institution_ids":["https://openalex.org/I62853816"],"apc_list":{"value":2200,"currency":"USD","value_usd":2200},"apc_paid":{"value":2200,"currency":"USD","value_usd":2200},"fwci":0.8518,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.70791075,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"18","issue":"3","first_page":"155013292210824","last_page":"155013292210824"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9984999895095825,"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":0.9969000220298767,"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":0.8797942399978638},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5868593454360962},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.5331812500953674},{"id":"https://openalex.org/keywords/social-graph","display_name":"Social graph","score":0.502427339553833},{"id":"https://openalex.org/keywords/user-profile","display_name":"User profile","score":0.4991583824157715},{"id":"https://openalex.org/keywords/openness-to-experience","display_name":"Openness to experience","score":0.4660310447216034},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4604855477809906},{"id":"https://openalex.org/keywords/user-information","display_name":"User information","score":0.4360443353652954},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.42480459809303284},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.41392892599105835},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2514117956161499},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.20099443197250366},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.19843405485153198},{"id":"https://openalex.org/keywords/information-system","display_name":"Information system","score":0.1981637179851532},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.1810091733932495}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8797942399978638},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5868593454360962},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.5331812500953674},{"id":"https://openalex.org/C2777522414","wikidata":"https://www.wikidata.org/wiki/Q648457","display_name":"Social graph","level":3,"score":0.502427339553833},{"id":"https://openalex.org/C2780150774","wikidata":"https://www.wikidata.org/wiki/Q252500","display_name":"User profile","level":2,"score":0.4991583824157715},{"id":"https://openalex.org/C84976871","wikidata":"https://www.wikidata.org/wiki/Q2015673","display_name":"Openness to experience","level":2,"score":0.4660310447216034},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4604855477809906},{"id":"https://openalex.org/C2777622855","wikidata":"https://www.wikidata.org/wiki/Q7901844","display_name":"User information","level":3,"score":0.4360443353652954},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.42480459809303284},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.41392892599105835},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2514117956161499},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.20099443197250366},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.19843405485153198},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.1981637179851532},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.1810091733932495},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"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/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1177/15501329221082415","is_oa":true,"landing_page_url":"https://doi.org/10.1177/15501329221082415","pdf_url":null,"source":{"id":"https://openalex.org/S64417657","display_name":"International Journal of Distributed Sensor Networks","issn_l":"1550-1329","issn":["1550-1329","1550-1477"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Distributed Sensor Networks","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:sae:intdis:v:18:y:2022:i:3:p:15501329221082415","is_oa":false,"landing_page_url":"https://journals.sagepub.com/doi/10.1177/15501329221082415","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:2f8924e6f37d4c86a4cc625292100189","is_oa":true,"landing_page_url":"https://doaj.org/article/2f8924e6f37d4c86a4cc625292100189","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Distributed Sensor Networks, Vol 18 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1177/15501329221082415","is_oa":true,"landing_page_url":"https://doi.org/10.1177/15501329221082415","pdf_url":null,"source":{"id":"https://openalex.org/S64417657","display_name":"International Journal of Distributed Sensor Networks","issn_l":"1550-1329","issn":["1550-1329","1550-1477"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Distributed Sensor Networks","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5600000023841858,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[{"id":"https://openalex.org/G522449936","display_name":null,"funder_award_id":"61902016","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6028630034","display_name":null,"funder_award_id":"2018YFC0807806-2","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G7920495243","display_name":null,"funder_award_id":"4204093","funder_id":"https://openalex.org/F4320322919","funder_display_name":"Natural Science Foundation of Beijing Municipality"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322919","display_name":"Natural Science Foundation of Beijing Municipality","ror":null},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W822069289","https://openalex.org/W1635892993","https://openalex.org/W2022613648","https://openalex.org/W2131843592","https://openalex.org/W2247875277","https://openalex.org/W2512770120","https://openalex.org/W2607303097","https://openalex.org/W2607917149","https://openalex.org/W2746137170","https://openalex.org/W2772265564","https://openalex.org/W2779799900","https://openalex.org/W2789786094","https://openalex.org/W2810202339","https://openalex.org/W2890410208","https://openalex.org/W2914059076","https://openalex.org/W2963712937","https://openalex.org/W2964263397","https://openalex.org/W2972531390","https://openalex.org/W3006484790","https://openalex.org/W3020878875","https://openalex.org/W3025135187","https://openalex.org/W3092325673","https://openalex.org/W3171535541","https://openalex.org/W4206277161","https://openalex.org/W4230692091","https://openalex.org/W4233323549","https://openalex.org/W4237977885","https://openalex.org/W4243183553","https://openalex.org/W4243808101","https://openalex.org/W4250331344","https://openalex.org/W4252909365","https://openalex.org/W4254065450","https://openalex.org/W4403792529"],"related_works":["https://openalex.org/W2443057453","https://openalex.org/W1569985004","https://openalex.org/W2199139639","https://openalex.org/W1598015880","https://openalex.org/W2166160394","https://openalex.org/W2159226489","https://openalex.org/W1983063916","https://openalex.org/W13772370","https://openalex.org/W3094456161","https://openalex.org/W4221069742"],"abstract_inverted_index":{"User":[0],"social":[1,62,67,97,120],"network-based":[2],"recommender":[3,26],"system":[4],"has":[5],"achieved":[6],"significant":[7],"performance":[8],"in":[9,66,191],"current":[10],"recommendation":[11],"fields.":[12],"However,":[13],"the":[14,23,32,45,91,103,132,157,163,181,187,192],"characteristic":[15],"of":[16,25,64,119,189],"openness":[17],"brings":[18],"great":[19],"hidden":[20],"dangers":[21],"to":[22,50,85,142,161],"security":[24,76],"systems.":[27],"Shilling":[28],"attackers":[29],"can":[30],"change":[31],"recommendations":[33],"by":[34,130],"foraging":[35],"user":[36,47,82,92,104,124],"relationships.":[37],"Most":[38],"shilling":[39,52,87,197],"attack":[40,198],"detection":[41,77,151],"approaches":[42],"depend":[43],"on":[44,80,110,156,170,180,196],"explicit":[46],"historical":[48],"data":[49],"locate":[51],"attackers.":[53,88,164],"Some":[54],"important":[55],"features":[56],"such":[57],"as":[58,95],"information":[59,111,113,116],"propagation":[60],"and":[61,115,122,148,172,194],"feedback":[63,114],"users":[65],"networks":[68],"have":[69],"not":[70],"been":[71],"noticed.":[72],"We":[73],"propose":[74],"a":[75,96,123],"method":[78,139,153],"based":[79,109,179],"autonomy-oriented":[81],"sensor":[83,98],"(AOUSD)":[84],"identify":[86],"Specifically,":[89],"(1)":[90],"is":[93,107,128,140,154,167,174],"simulated":[94,169],"with":[99,176],"autonomous":[100],"capabilities,":[101],"(2)":[102],"interaction":[105],"model":[106],"built":[108],"propagation,":[112],"disappearance":[117],"mechanisms":[118],"sensors,":[121],"dynamic":[125,158],"knowledge":[126,159],"graph":[127,149,160],"formed":[129],"considering":[131],"variable":[133],"time":[134],"function,":[135],"(3)":[136],"hierarchical":[137],"clustering":[138,152],"used":[141],"generate":[143],"preliminary":[144],"suspicious":[145],"candidate":[146],"groups":[147],"community":[150],"applied":[155],"detect":[162],"Then,":[165],"AOUSD":[166,190],"first":[168],"NetLogo":[171],"it":[173],"compared":[175],"other":[177],"algorithms":[178],"Amazon":[182],"data.":[183],"The":[184],"results":[185],"prove":[186],"advantages":[188],"efficiency":[193],"accuracy":[195],"detection.":[199]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
