{"id":"https://openalex.org/W2479719630","doi":"https://doi.org/10.1145/2940716.2940780","title":"Assortment Optimization under a Random Swap based Distribution over Permutations Model","display_name":"Assortment Optimization under a Random Swap based Distribution over Permutations Model","publication_year":2016,"publication_date":"2016-07-21","ids":{"openalex":"https://openalex.org/W2479719630","doi":"https://doi.org/10.1145/2940716.2940780","mag":"2479719630"},"language":"en","primary_location":{"id":"doi:10.1145/2940716.2940780","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2940716.2940780","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2016 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/A5069334066","display_name":"Antoine D\u00e9sir","orcid":"https://orcid.org/0000-0001-5654-3301"},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Antoine Desir","raw_affiliation_strings":["Columbia University, New York, NY, USA"],"affiliations":[{"raw_affiliation_string":"Columbia University, New York, NY, USA","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051109529","display_name":"Vineet Goyal","orcid":"https://orcid.org/0000-0001-6719-3212"},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vineet Goyal","raw_affiliation_strings":["Columbia University, New York, NY, USA"],"affiliations":[{"raw_affiliation_string":"Columbia University, New York, NY, USA","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044792131","display_name":"Danny Segev","orcid":"https://orcid.org/0000-0003-4684-2185"},"institutions":[{"id":"https://openalex.org/I91203450","display_name":"University of Haifa","ror":"https://ror.org/02f009v59","country_code":"IL","type":"education","lineage":["https://openalex.org/I91203450"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Danny Segev","raw_affiliation_strings":["University of Haifa, Haifa, Israel"],"affiliations":[{"raw_affiliation_string":"University of Haifa, Haifa, Israel","institution_ids":["https://openalex.org/I91203450"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5069334066"],"corresponding_institution_ids":["https://openalex.org/I78577930"],"apc_list":null,"apc_paid":null,"fwci":0.4694,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.7213872,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"341","last_page":"342"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10328","display_name":"Supply Chain and Inventory Management","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10328","display_name":"Supply Chain and Inventory Management","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11161","display_name":"Consumer Market Behavior and Pricing","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10841","display_name":"Economic and Environmental Valuation","score":0.9904999732971191,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/swap","display_name":"Swap (finance)","score":0.7894341349601746},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.578583300113678},{"id":"https://openalex.org/keywords/distribution","display_name":"Distribution (mathematics)","score":0.5192639827728271},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.5135953426361084},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.494005024433136},{"id":"https://openalex.org/keywords/random-permutation","display_name":"Random permutation","score":0.4799216687679291},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.44423606991767883},{"id":"https://openalex.org/keywords/discrete-mathematics","display_name":"Discrete mathematics","score":0.3281201720237732},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.20542243123054504},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.07192623615264893}],"concepts":[{"id":"https://openalex.org/C99821215","wikidata":"https://www.wikidata.org/wiki/Q1136583","display_name":"Swap (finance)","level":2,"score":0.7894341349601746},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.578583300113678},{"id":"https://openalex.org/C110121322","wikidata":"https://www.wikidata.org/wiki/Q865811","display_name":"Distribution (mathematics)","level":2,"score":0.5192639827728271},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.5135953426361084},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.494005024433136},{"id":"https://openalex.org/C200985842","wikidata":"https://www.wikidata.org/wiki/Q3375503","display_name":"Random permutation","level":3,"score":0.4799216687679291},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.44423606991767883},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.3281201720237732},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.20542243123054504},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.07192623615264893},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2940716.2940780","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2940716.2940780","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2016 ACM Conference on Economics and Computation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W43928053","https://openalex.org/W1563690153","https://openalex.org/W1979258712","https://openalex.org/W1995500779","https://openalex.org/W2063445365","https://openalex.org/W2144425834","https://openalex.org/W3015812362"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W614339039","https://openalex.org/W4230893873","https://openalex.org/W3125166754","https://openalex.org/W2807755437","https://openalex.org/W2509929388","https://openalex.org/W2568675634","https://openalex.org/W4310510025","https://openalex.org/W2495296155","https://openalex.org/W2084832642"],"abstract_inverted_index":{"Assortment":[0],"planning":[1],"is":[2,22,41,50,66,166,216,284,314,324],"an":[3,149,157],"important":[4],"problem":[5],"that":[6,65,283,294],"arises":[7],"in":[8,52,132,178,189,239,342],"many":[9,226],"industries":[10],"such":[11],"as":[12,81,96,260,302],"retailing":[13],"and":[14,32,109,136,154,180,236,290,340],"airlines":[15],"where":[16,221,329],"one":[17],"of":[18,107,125,130,144,152,160,172,186,197,243,259,263,299,305,346],"the":[19,25,29,42,82,105,112,133,192,195,203,232,261,264,268,276,297,306,309,343],"key":[20],"challenges":[21],"to":[23,80,231,249],"identify":[24],"\"right":[26],"model\"":[27],"for":[28,46,319],"consumer":[30,320,330],"preferences":[31,48,223],"substitution":[33],"behavior.":[34],"Distribution":[35],"over":[36,62,194,205,281,337],"preference":[37,74,212,253,331],"lists":[38],"or":[39,334],"permutations":[40,63,206,300],"most":[43,338],"general":[44,317],"framework":[45],"modeling":[47],"but":[49],"intractable":[51],"general.":[53],"In":[54,85],"this":[55,91,313],"paper,":[56],"we":[57,77],"present":[58],"a":[59,72,87,101,127,164,240,251,287,291,303,315,348],"parsimonious":[60],"distribution":[61,92,103,193,204,265,280],"model":[64,215,273,288,318,323],"induced":[67],"by":[68,218,267,286,326],"random":[69,88,118,121,128,145,170,252,269],"swaps":[70,108,198],"from":[71,90,100,111,308],"central":[73],"list":[75,89,135,247,254],"(which":[76],"also":[78,274],"refer":[79],"prototype":[83,114,246],"list.":[84],"particular,":[86],"can":[93,255],"be":[94,257],"sampled":[95],"follows:":[97],"sample":[98],"N":[99,117],"given":[102],"on":[104,210],"number":[106,196,242],"starting":[110],"initial":[113],"list,":[115],"perform":[116],"swaps.":[119],"A":[120],"swap":[122,270],"operation":[123],"consists":[124],"selecting":[126],"pair":[129,151,159,165],"items":[131,188,228,339],"current":[134],"swapping":[137,148,156],"their":[138],"positions.":[139],"We":[140],"consider":[141],"two":[142],"types":[143],"swaps:":[146],"i)":[147],"arbitrary":[150],"items,":[153],"$ii)$":[155],"adjacent":[158,187],"items.":[161,244,350],"More":[162],"precisely,":[163],"picked":[167],"uniformly":[168],"at":[169],"out":[171,181],"all":[173,182,183,211],"n+1\\choose":[174],"2":[175],"possible":[176],"pairs":[177,185],"i),":[179],"$n$":[184],"ii).":[190],"If":[191],"has":[199,207],"sufficient":[200],"large":[201],"support,":[202],"non-zero":[208],"probability":[209,298],"lists.":[213],"This":[214,272,322],"motivated":[217,325],"practical":[219,327],"applications":[220,328],"consumers":[222],"generally":[224],"have":[225],"common":[227],"appear":[229],"according":[230],"same":[233],"relative":[234,344],"order":[235,345],"differ":[237,341],"only":[238,347],"small":[241],"The":[245],"used":[248],"generate":[250],"intuitively":[256],"thought":[258],"mode":[262],"implied":[266],"model.":[271],"captures":[275],"well":[277],"known":[278],"Mallows":[279],"permutation":[282,289],"specified":[285],"concentration":[292],"parameter":[293],"determines":[295],"how":[296],"decrease":[301],"function":[304],"distance":[307],"modal":[310],"permutation.":[311],"Therefore,":[312],"fairly":[316],"preferences.":[321],"are":[332],"more":[333],"less":[335],"similar":[336],"few":[349]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
