{"id":"https://openalex.org/W4213372198","doi":"https://doi.org/10.1145/3488560.3502192","title":"RGRecSys","display_name":"RGRecSys","publication_year":2022,"publication_date":"2022-02-11","ids":{"openalex":"https://openalex.org/W4213372198","doi":"https://doi.org/10.1145/3488560.3502192"},"language":"en","primary_location":{"id":"doi:10.1145/3488560.3502192","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3488560.3502192","pdf_url":null,"source":{"id":"https://openalex.org/S4363608885","display_name":"Proceedings of the Fifteenth ACM International Conference on Web Search and Data Mining","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Fifteenth ACM International Conference on Web Search and Data Mining","raw_type":"proceedings-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2201.04399","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5018554646","display_name":"Zohreh Ovaisi","orcid":null},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Zohreh Ovaisi","raw_affiliation_strings":["University of Illinois at Chicago, Chicago, IL, USA"],"affiliations":[{"raw_affiliation_string":"University of Illinois at Chicago, Chicago, IL, USA","institution_ids":["https://openalex.org/I39422238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063103006","display_name":"Shelby Heinecke","orcid":"https://orcid.org/0000-0002-8831-0753"},"institutions":[{"id":"https://openalex.org/I4210155268","display_name":"Salesforce (United States)","ror":"https://ror.org/057315g56","country_code":"US","type":"company","lineage":["https://openalex.org/I4210155268"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shelby Heinecke","raw_affiliation_strings":["Salesforce Research, Palo Alto, CA, USA"],"affiliations":[{"raw_affiliation_string":"Salesforce Research, Palo Alto, CA, USA","institution_ids":["https://openalex.org/I4210155268"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100405693","display_name":"Jia Li","orcid":"https://orcid.org/0000-0002-5579-8852"},"institutions":[{"id":"https://openalex.org/I4210155268","display_name":"Salesforce (United States)","ror":"https://ror.org/057315g56","country_code":"US","type":"company","lineage":["https://openalex.org/I4210155268"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jia Li","raw_affiliation_strings":["Salesforce Research, Palo Alto, CA, USA"],"affiliations":[{"raw_affiliation_string":"Salesforce Research, Palo Alto, CA, USA","institution_ids":["https://openalex.org/I4210155268"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100329828","display_name":"Yongfeng Zhang","orcid":"https://orcid.org/0000-0003-2633-8555"},"institutions":[{"id":"https://openalex.org/I102322142","display_name":"Rutgers, The State University of New Jersey","ror":"https://ror.org/05vt9qd57","country_code":"US","type":"education","lineage":["https://openalex.org/I102322142"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yongfeng Zhang","raw_affiliation_strings":["Rutgers University, New Brunswick, NJ, USA"],"affiliations":[{"raw_affiliation_string":"Rutgers University, New Brunswick, NJ, USA","institution_ids":["https://openalex.org/I102322142"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071079350","display_name":"Elena Zheleva","orcid":"https://orcid.org/0000-0001-7662-2568"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Elena Zheleva","raw_affiliation_strings":["University of Illinois at Chicago, Chicago, IL, USA"],"affiliations":[{"raw_affiliation_string":"University of Illinois at Chicago, Chicago, IL, USA","institution_ids":["https://openalex.org/I39422238"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032046813","display_name":"Caiming Xiong","orcid":"https://orcid.org/0000-0003-0349-8628"},"institutions":[{"id":"https://openalex.org/I4210155268","display_name":"Salesforce (United States)","ror":"https://ror.org/057315g56","country_code":"US","type":"company","lineage":["https://openalex.org/I4210155268"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Caiming Xiong","raw_affiliation_strings":["Salesforce Research, Palo Alto, CA, USA"],"affiliations":[{"raw_affiliation_string":"Salesforce Research, Palo Alto, CA, USA","institution_ids":["https://openalex.org/I4210155268"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5018554646"],"corresponding_institution_ids":["https://openalex.org/I39422238"],"apc_list":null,"apc_paid":null,"fwci":2.4852,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.90890891,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1597","last_page":"1600"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":0.9991000294685364,"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/T11644","display_name":"Spam and Phishing Detection","score":0.9991000294685364,"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/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12072","display_name":"Machine Learning and Algorithms","score":0.9986000061035156,"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/robustness","display_name":"Robustness (evolution)","score":0.9337639808654785},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.8371349573135376},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8092319965362549},{"id":"https://openalex.org/keywords/imperfect","display_name":"Imperfect","score":0.46966350078582764},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.42706137895584106},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4197162389755249},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3727172613143921},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34861505031585693}],"concepts":[{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.9337639808654785},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.8371349573135376},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8092319965362549},{"id":"https://openalex.org/C2780310539","wikidata":"https://www.wikidata.org/wiki/Q12547192","display_name":"Imperfect","level":2,"score":0.46966350078582764},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42706137895584106},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4197162389755249},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3727172613143921},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34861505031585693},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"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/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3488560.3502192","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3488560.3502192","pdf_url":null,"source":{"id":"https://openalex.org/S4363608885","display_name":"Proceedings of the Fifteenth ACM International Conference on Web Search and Data Mining","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Fifteenth ACM International Conference on Web Search and Data Mining","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2201.04399","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2201.04399","pdf_url":"https://arxiv.org/pdf/2201.04399","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2201.04399","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2201.04399","pdf_url":"https://arxiv.org/pdf/2201.04399","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.5,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W2055945388","https://openalex.org/W2072978486","https://openalex.org/W2090883204","https://openalex.org/W2136189984","https://openalex.org/W2161351857","https://openalex.org/W2295739661","https://openalex.org/W2507134384","https://openalex.org/W2787991113","https://openalex.org/W2888838693","https://openalex.org/W2905461678","https://openalex.org/W2964182926","https://openalex.org/W3012600133","https://openalex.org/W3024683329","https://openalex.org/W3034833075","https://openalex.org/W3045200674","https://openalex.org/W3099386565","https://openalex.org/W3101148092","https://openalex.org/W3102518922","https://openalex.org/W3153088333","https://openalex.org/W3155763527","https://openalex.org/W4205334834"],"related_works":["https://openalex.org/W2374250903","https://openalex.org/W4390273403","https://openalex.org/W4386781444","https://openalex.org/W2150182025","https://openalex.org/W3092950680","https://openalex.org/W3197542405","https://openalex.org/W2056712470","https://openalex.org/W3125580266","https://openalex.org/W4317039510","https://openalex.org/W4238861846"],"abstract_inverted_index":{"Robust":[0],"machine":[1],"learning":[2],"is":[3,89],"an":[4],"increasingly":[5],"important":[6],"topic":[7],"that":[8,57,79,119],"focuses":[9],"on":[10,38],"developing":[11],"models":[12,100],"resilient":[13],"to":[14,21,65,82,122],"various":[15],"forms":[16],"of":[17,24,52,97,129],"imperfect":[18],"data.":[19],"Due":[20],"the":[22,127],"pervasiveness":[23],"recommender":[25,55,85,98,130],"systems":[26,56],"in":[27],"online":[28],"technologies,":[29],"researchers":[30],"have":[31],"carried":[32],"out":[33],"several":[34,77],"robustness":[35,53,62,95,111,128],"studies":[36],"focusing":[37],"data":[39,72],"sparsity":[40],"and":[41,71,124],"profile":[42],"injection":[43],"attacks.":[44],"Instead,":[45],"we":[46,108],"propose":[47],"a":[48,110],"more":[49],"holistic":[50],"view":[51],"for":[54,93,116],"encompasses":[58],"multiple":[59],"dimensions":[60],"-":[61],"with":[63],"respect":[64],"sub-populations,":[66],"transformations,":[67],"distributional":[68],"disparity,":[69],"attack,":[70],"sparsity.":[73],"While":[74],"there":[75,88],"are":[76],"libraries":[78],"allow":[80],"users":[81],"compare":[83],"different":[84,102],"system":[86,99,131],"models,":[87],"no":[90],"software":[91],"library":[92],"comprehensive":[94],"evaluation":[96,112],"under":[101],"scenarios.":[103],"As":[104],"our":[105],"main":[106],"contribution,":[107],"present":[109],"toolkit,":[113],"Robustness":[114],"Gym":[115],"RecSys":[117],"(RGRecSys),":[118],"allows":[120],"us":[121],"quickly":[123],"uniformly":[125],"evaluate":[126],"models.":[132]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":1}],"updated_date":"2026-03-24T08:02:53.985720","created_date":"2022-02-24T00:00:00"}