{"id":"https://openalex.org/W4313492036","doi":"https://doi.org/10.1145/3570991.3571039","title":"Algorithmic Recourse based on User\u2019s Feature-order Preference","display_name":"Algorithmic Recourse based on User\u2019s Feature-order Preference","publication_year":2023,"publication_date":"2023-01-04","ids":{"openalex":"https://openalex.org/W4313492036","doi":"https://doi.org/10.1145/3570991.3571039"},"language":"en","primary_location":{"id":"doi:10.1145/3570991.3571039","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3570991.3571039","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th Joint International Conference on Data Science &amp; Management of Data (10th ACM IKDD CODS and 28th COMAD)","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/A5046621026","display_name":"Manan Singh","orcid":"https://orcid.org/0000-0003-3497-6805"},"institutions":[{"id":"https://openalex.org/I4210113248","display_name":"Indian Institute of Technology Palakkad","ror":"https://ror.org/0264cg909","country_code":"IN","type":"facility","lineage":["https://openalex.org/I4210113248"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Manan Singh","raw_affiliation_strings":["Indian Institute of Technology Palakkad, India"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Palakkad, India","institution_ids":["https://openalex.org/I4210113248"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019014249","display_name":"Sai Srinivas Kancheti","orcid":"https://orcid.org/0000-0001-9300-7209"},"institutions":[{"id":"https://openalex.org/I65181880","display_name":"Indian Institute of Technology Hyderabad","ror":"https://ror.org/01j4v3x97","country_code":"IN","type":"education","lineage":["https://openalex.org/I65181880"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sai Srinivas Kancheti","raw_affiliation_strings":["Indian Institute of Technology Hyderabad, India"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Hyderabad, India","institution_ids":["https://openalex.org/I65181880"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049828648","display_name":"Shivam Gupta","orcid":"https://orcid.org/0000-0003-0633-3917"},"institutions":[{"id":"https://openalex.org/I119241673","display_name":"Indian Institute of Technology Ropar","ror":"https://ror.org/02qkhhn56","country_code":"IN","type":"education","lineage":["https://openalex.org/I119241673"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shivam Gupta","raw_affiliation_strings":["Indian Institute of Technology Ropar, India"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Ropar, India","institution_ids":["https://openalex.org/I119241673"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068716961","display_name":"Ganesh Ghalme","orcid":"https://orcid.org/0000-0001-5049-4764"},"institutions":[{"id":"https://openalex.org/I65181880","display_name":"Indian Institute of Technology Hyderabad","ror":"https://ror.org/01j4v3x97","country_code":"IN","type":"education","lineage":["https://openalex.org/I65181880"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ganesh Ghalme","raw_affiliation_strings":["Indian Institute of Technology Hyderabad, India"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Hyderabad, India","institution_ids":["https://openalex.org/I65181880"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060709469","display_name":"Shweta Jain","orcid":"https://orcid.org/0000-0002-2666-9058"},"institutions":[{"id":"https://openalex.org/I119241673","display_name":"Indian Institute of Technology Ropar","ror":"https://ror.org/02qkhhn56","country_code":"IN","type":"education","lineage":["https://openalex.org/I119241673"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shweta Jain","raw_affiliation_strings":["Indian Institute of Technology Ropar, India"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Ropar, India","institution_ids":["https://openalex.org/I119241673"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054278782","display_name":"Narayanan C. Krishnan","orcid":"https://orcid.org/0000-0002-6132-0310"},"institutions":[{"id":"https://openalex.org/I4210113248","display_name":"Indian Institute of Technology Palakkad","ror":"https://ror.org/0264cg909","country_code":"IN","type":"facility","lineage":["https://openalex.org/I4210113248"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Narayanan C. Krishnan","raw_affiliation_strings":["Indian Institute of Technology Palakkad, India"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Palakkad, India","institution_ids":["https://openalex.org/I4210113248"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5046621026"],"corresponding_institution_ids":["https://openalex.org/I4210113248"],"apc_list":null,"apc_paid":null,"fwci":0.4548,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.62182904,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"293","last_page":"294"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.8695999979972839,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.8695999979972839,"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/T10057","display_name":"Face and Expression Recognition","score":0.8165000081062317,"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"}},{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.7882000207901001,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7156277894973755},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.6354818344116211},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.6194004416465759},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5221031904220581},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34136825799942017},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3410199284553528},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15026769042015076},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.08641472458839417},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.07674762606620789}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7156277894973755},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.6354818344116211},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.6194004416465759},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5221031904220581},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34136825799942017},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3410199284553528},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15026769042015076},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.08641472458839417},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.07674762606620789},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3570991.3571039","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3570991.3571039","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th Joint International Conference on Data Science &amp; Management of Data (10th ACM IKDD CODS and 28th COMAD)","raw_type":"proceedings-article"},{"id":"pmh:oai:raiith.iith.ac.in:11539","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306400292","display_name":"Research Archive of Indian Institute of Technology Hyderabad (Indian Institute of Technology Hyderabad)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I65181880","host_organization_name":"Indian Institute of Technology Hyderabad","host_organization_lineage":["https://openalex.org/I65181880"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Conference or Workshop Item"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":2,"referenced_works":["https://openalex.org/W2765204106","https://openalex.org/W4298235707"],"related_works":["https://openalex.org/W2090624569","https://openalex.org/W4252225730","https://openalex.org/W4381329258","https://openalex.org/W3147584709","https://openalex.org/W2891635047","https://openalex.org/W2090638348","https://openalex.org/W2181148280","https://openalex.org/W2368374794","https://openalex.org/W2977677679","https://openalex.org/W2392111542"],"abstract_inverted_index":{"The":[0],"state-of-the-art":[1],"recourse":[2,27,101],"generation":[3],"methods":[4],"solely":[5],"rely":[6],"on":[7],"the":[8,17,26,36,41,105,111,116],"user\u2019s":[9],"profile":[10,19,32],"(feature":[11],"vector).":[12],"However,":[13],"two":[14],"users":[15],"having":[16],"same":[18,37],"may":[20,33,49,63],"still":[21],"have":[22,35],"different":[23],"preferences.":[24,124],"Consequently,":[25],"generated":[28],"from":[29],"a":[30,59,90,96,100],"single":[31],"not":[34],"appeal":[38],"to":[39,98,104],"both":[40],"users.":[42],"For":[43],"example,":[44],"one":[45],"rejected":[46],"loan":[47],"applicant":[48],"prefer":[50,64],"changes":[51,65],"in":[52,66,74,80],"Savings":[53],"Amount,":[54],"whereas,":[55],"another":[56],"-":[57,62],"being":[58],"financial":[60],"expert":[61],"Investment":[67],"Amount.":[68],"Taking":[69],"into":[70],"account":[71],"these":[72],"preferences":[73],"feature-change":[75],"can":[76],"be":[77],"very":[78],"helpful":[79],"generating":[81,120],"more":[82],"user-satisfying":[83],"recourses.":[84],"To":[85],"this":[86],"end,":[87],"we":[88],"propose":[89],"simple":[91],"user-preference":[92],"representation":[93],"and":[94,113],"design":[95],"method":[97,118],"generate":[99],"that":[102],"adheres":[103],"user":[106,123],"preference.":[107],"We":[108],"empirically":[109],"demonstrate":[110],"effectiveness":[112],"ease":[114],"of":[115],"proposed":[117],"at":[119],"recourses":[121],"satisfying":[122]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
