{"id":"https://openalex.org/W4383557959","doi":"https://doi.org/10.1145/3580507.3597775","title":"Algorithmic Assistance with Recommendation-Dependent Preferences","display_name":"Algorithmic Assistance with Recommendation-Dependent Preferences","publication_year":2023,"publication_date":"2023-07-07","ids":{"openalex":"https://openalex.org/W4383557959","doi":"https://doi.org/10.1145/3580507.3597775"},"language":"en","primary_location":{"id":"doi:10.1145/3580507.3597775","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3580507.3597775","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 24th ACM Conference on Economics and Computation","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/A5000547386","display_name":"Bryce McLaughlin","orcid":"https://orcid.org/0000-0001-6635-8679"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Bryce Mclaughlin","raw_affiliation_strings":["Stanford University, Stanford, CA, United States of America"],"raw_orcid":"https://orcid.org/0000-0001-6635-8679","affiliations":[{"raw_affiliation_string":"Stanford University, Stanford, CA, United States of America","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061755779","display_name":"Jann Spiess","orcid":"https://orcid.org/0000-0002-4120-8241"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jann Spiess","raw_affiliation_strings":["Stanford University, Stanford, CA, United States of America"],"raw_orcid":"https://orcid.org/0000-0002-4120-8241","affiliations":[{"raw_affiliation_string":"Stanford University, Stanford, CA, United States of America","institution_ids":["https://openalex.org/I97018004"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5000547386"],"corresponding_institution_ids":["https://openalex.org/I97018004"],"apc_list":null,"apc_paid":null,"fwci":0.9428,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.72295883,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"991","last_page":"991"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10315","display_name":"Decision-Making and Behavioral Economics","score":0.9860000014305115,"subfield":{"id":"https://openalex.org/subfields/1800","display_name":"General Decision Sciences"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10315","display_name":"Decision-Making and Behavioral Economics","score":0.9860000014305115,"subfield":{"id":"https://openalex.org/subfields/1800","display_name":"General Decision Sciences"},"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9631999731063843,"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/decision-maker","display_name":"Decision maker","score":0.7979124784469604},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7632563710212708},{"id":"https://openalex.org/keywords/action","display_name":"Action (physics)","score":0.6083046197891235},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.6054370999336243},{"id":"https://openalex.org/keywords/affect","display_name":"Affect (linguistics)","score":0.517514705657959},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.50189208984375},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.3908140957355499},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34417152404785156},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3404984772205353},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.26965582370758057},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.11808162927627563},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.08768221735954285},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08075547218322754}],"concepts":[{"id":"https://openalex.org/C2986080485","wikidata":"https://www.wikidata.org/wiki/Q1331926","display_name":"Decision maker","level":2,"score":0.7979124784469604},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7632563710212708},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.6083046197891235},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.6054370999336243},{"id":"https://openalex.org/C2776035688","wikidata":"https://www.wikidata.org/wiki/Q1606558","display_name":"Affect (linguistics)","level":2,"score":0.517514705657959},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.50189208984375},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.3908140957355499},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34417152404785156},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3404984772205353},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.26965582370758057},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.11808162927627563},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.08768221735954285},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08075547218322754},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3580507.3597775","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3580507.3597775","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 24th ACM Conference on Economics and Computation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.8100000023841858}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2968745142","https://openalex.org/W2809363009","https://openalex.org/W2348159088","https://openalex.org/W2045871438","https://openalex.org/W2350747448","https://openalex.org/W2368095327","https://openalex.org/W2122731942","https://openalex.org/W2402445420","https://openalex.org/W2514849893","https://openalex.org/W2048951876"],"abstract_inverted_index":{"One":[0],"important":[1],"application":[2],"of":[3,22,35,72,96,135],"algorithms":[4,137],"is":[5,123],"to":[6,28,48,63,85,126,132,138],"turn":[7],"complex":[8],"data":[9],"into":[10],"simple":[11],"predictions":[12],"or":[13,30],"recommendations":[14,98],"that":[15,115],"help":[16],"decision-makers":[17],"take":[18],"better":[19,49],"decisions.":[20],"Examples":[21],"this":[23,88,140],"include":[24],"risk":[25],"assessments":[26,38],"presented":[27],"judges":[29],"doctors.":[31],"We":[32,113],"typically":[33],"think":[34],"such":[36],"algorithmic":[37,56,97],"as":[39,75],"providing":[40],"additional":[41],"information":[42],"about":[43],"which":[44],"choices":[45,102],"will":[46],"lead":[47],"outcomes.":[50],"But":[51],"when":[52,99],"a":[53,77],"decision-maker":[54,67,122],"obtains":[55],"assistance,":[57],"they":[58,100],"may":[59,68],"not":[60,103],"only":[61],"react":[62],"the":[64,70,73,92,121,127,133],"information.":[65],"The":[66],"view":[69],"input":[71],"algorithm":[74],"recommending":[76],"default":[78],"action,":[79],"making":[80],"it":[81],"costly":[82],"for":[83],"them":[84],"deviate.":[86],"In":[87],"article,":[89],"we":[90],"consider":[91],"effect":[93],"and":[94,129],"design":[95,134],"affect":[101],"just":[104],"by":[105,110],"shifting":[106],"beliefs,":[107],"but":[108],"also":[109],"altering":[111],"preferences.":[112],"show":[114],"recommendation":[116,136],"dependence":[117],"creates":[118],"inefficiencies":[119],"where":[120],"overly":[124],"responsive":[125],"recommendation,":[128],"propose":[130],"changes":[131],"counteract":[139],"response.":[141]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}