{"id":"https://openalex.org/W2029046707","doi":"https://doi.org/10.1145/1111449.1111476","title":"Is trust robust?","display_name":"Is trust robust?","publication_year":2006,"publication_date":"2006-01-29","ids":{"openalex":"https://openalex.org/W2029046707","doi":"https://doi.org/10.1145/1111449.1111476","mag":"2029046707"},"language":"en","primary_location":{"id":"doi:10.1145/1111449.1111476","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1111449.1111476","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 11th international conference on Intelligent user interfaces","raw_type":"proceedings-article"},"type":"conference-paper","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/A5060455398","display_name":"John O\u2019Donovan","orcid":null},"institutions":[{"id":"https://openalex.org/I100930933","display_name":"University College Dublin","ror":"https://ror.org/05m7pjf47","country_code":"IE","type":"education","lineage":["https://openalex.org/I100930933"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"John O'Donovan","raw_affiliation_strings":["University College Dublin, Belfield, Dublin"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University College Dublin, Belfield, Dublin","institution_ids":["https://openalex.org/I100930933"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065595661","display_name":"Barry Smyth","orcid":"https://orcid.org/0000-0003-0962-3362"},"institutions":[{"id":"https://openalex.org/I100930933","display_name":"University College Dublin","ror":"https://ror.org/05m7pjf47","country_code":"IE","type":"education","lineage":["https://openalex.org/I100930933"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Barry Smyth","raw_affiliation_strings":["University College Dublin, Belfield, Dublin"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University College Dublin, Belfield, Dublin","institution_ids":["https://openalex.org/I100930933"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I100930933"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":37,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"101","last_page":"108"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9980999827384949,"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"}},{"id":"https://openalex.org/T10927","display_name":"Access Control and Trust","score":0.9941999912261963,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.8198384046554565},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7624884843826294},{"id":"https://openalex.org/keywords/reputation","display_name":"Reputation","score":0.7061172127723694},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.6989940404891968},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5259076356887817},{"id":"https://openalex.org/keywords/demotion","display_name":"Demotion","score":0.5080058574676514},{"id":"https://openalex.org/keywords/collaborative-filtering","display_name":"Collaborative filtering","score":0.5056736469268799},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.3391270637512207},{"id":"https://openalex.org/keywords/politics","display_name":"Politics","score":0.2185908555984497},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.1913638412952423},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.09563115239143372}],"concepts":[{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.8198384046554565},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7624884843826294},{"id":"https://openalex.org/C48798503","wikidata":"https://www.wikidata.org/wiki/Q877546","display_name":"Reputation","level":2,"score":0.7061172127723694},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.6989940404891968},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5259076356887817},{"id":"https://openalex.org/C104545631","wikidata":"https://www.wikidata.org/wiki/Q464858","display_name":"Demotion","level":3,"score":0.5080058574676514},{"id":"https://openalex.org/C21569690","wikidata":"https://www.wikidata.org/wiki/Q94702","display_name":"Collaborative filtering","level":3,"score":0.5056736469268799},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.3391270637512207},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.2185908555984497},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.1913638412952423},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.09563115239143372},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1111449.1111476","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1111449.1111476","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 11th international conference on Intelligent user interfaces","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320847","display_name":"Science Foundation Ireland","ror":"https://ror.org/0271asj38"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W15341867","https://openalex.org/W45952787","https://openalex.org/W126908147","https://openalex.org/W145109340","https://openalex.org/W1485720688","https://openalex.org/W1536558110","https://openalex.org/W1571001944","https://openalex.org/W1725202765","https://openalex.org/W1774663064","https://openalex.org/W1980202081","https://openalex.org/W2000855935","https://openalex.org/W2042281163","https://openalex.org/W2072651985","https://openalex.org/W2155106456"],"related_works":["https://openalex.org/W2772628444","https://openalex.org/W1484355083","https://openalex.org/W2735929803","https://openalex.org/W4220714703","https://openalex.org/W2098758514","https://openalex.org/W3008845055","https://openalex.org/W2170391450","https://openalex.org/W4376854386","https://openalex.org/W2202724490","https://openalex.org/W2508671622"],"abstract_inverted_index":{"Systems":[0],"that":[1,45,109,135],"adapt":[2],"to":[3,9,137],"input":[4],"from":[5,11],"users":[6],"are":[7,17,25],"susceptible":[8],"attacks":[10,22],"those":[12],"same":[13],"users.":[14],"Recommender":[15],"systems":[16],"common":[18],"targets":[19],"for":[20,32,122],"such":[21],"since":[23],"there":[24],"financial,":[26],"political":[27],"and":[28,48,63,102],"many":[29],"other":[30],"motivations":[31],"influencing":[33],"the":[34,52,61,72,81,85,100,128],"promotion":[35],"or":[36,118],"demotion":[37],"of":[38,65,74,87,104],"recommendable":[39],"items":[40],"[2].Recent":[41],"research":[42],"has":[43],"shown":[44],"incorporating":[46],"trust":[47,78,111],"reputation":[49],"models":[50,79,112],"into":[51],"recommendation":[53,82,114],"process":[54,83,130],"can":[55,115],"have":[56],"a":[57],"positive":[58],"impact":[59],"on":[60,84,127],"accuracy":[62,103],"robustness":[64,86],"recommendations.":[66,105],"In":[67,94],"this":[68],"paper":[69],"we":[70,97],"examine":[71],"effect":[73],"using":[75],"five":[76],"different":[77],"in":[80,90,113],"collaborative":[88],"filtering":[89],"an":[91,123],"attack":[92],"situation.":[93],"our":[95],"analysis":[96],"also":[98],"consider":[99],"quality":[101],"Our":[106],"results":[107],"caution":[108],"including":[110],"either":[116],"reduce":[117],"increase":[119],"prediction":[120],"shift":[121],"attacked":[124],"item":[125],"depending":[126],"model-building":[129],"used,":[131],"while":[132],"highlighting":[133],"approaches":[134],"appear":[136],"be":[138],"more":[139],"robust.":[140]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":3}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2016-06-24T00:00:00"}
