{"id":"https://openalex.org/W7005223103","doi":null,"title":"Preference learning application in peer-to-peer logistics platforms","display_name":"Preference learning application in peer-to-peer logistics platforms","publication_year":2021,"publication_date":"2021-07-12","ids":{"openalex":"https://openalex.org/W7005223103"},"language":"en","primary_location":{"id":"pmh:oai:research.sabanciuniv.edu:42480","doi":null,"is_oa":false,"landing_page_url":"https://research.sabanciuniv.edu/id/eprint/42480/1/10413667.pdf","pdf_url":"https://research.sabanciuniv.edu/id/eprint/42480/1/10413667.pdf","source":{"id":"https://openalex.org/S4306402254","display_name":"Sabanci University","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I134235054","host_organization_name":"Sabanc\u0131 \u00dcniversitesi","host_organization_lineage":["https://openalex.org/I134235054"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Thesis"},"volume":null,"type":"dissertation","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Gholizadehfotouhabadi, Fatemeh","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Gholizadehfotouhabadi, Fatemeh","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":{"id":"https://openalex.org/T10991","display_name":"Game Theory and Voting Systems","score":0.2741999924182892,"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"}},"topics":[{"id":"https://openalex.org/T10991","display_name":"Game Theory and Voting Systems","score":0.2741999924182892,"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"}},{"id":"https://openalex.org/T11942","display_name":"Transportation and Mobility Innovations","score":0.13600000739097595,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10315","display_name":"Decision-Making and Behavioral Economics","score":0.035100001841783524,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/preference-learning","display_name":"preference learning","score":0.8330000042915344},{"id":"https://openalex.org/keywords/utility-function-learning","display_name":"utility function learning","score":0.7609999775886536},{"id":"https://openalex.org/keywords/ridesharing","display_name":"ride-sharing","score":0.8090000152587891},{"id":"https://openalex.org/keywords/request-assignment","display_name":"request assignment","score":0.6890000104904175},{"id":"https://openalex.org/keywords/information-uncertainty","display_name":"information uncertainty","score":0.3190000057220459}],"concepts":[{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.7318999767303467},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6538000106811523},{"id":"https://openalex.org/C181204326","wikidata":"https://www.wikidata.org/wiki/Q7239820","display_name":"Preference learning","level":3,"score":0.4359000027179718},{"id":"https://openalex.org/C2777868144","wikidata":"https://www.wikidata.org/wiki/Q7239817","display_name":"Preference elicitation","level":3,"score":0.3982999920845032},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3619999885559082},{"id":"https://openalex.org/C113336015","wikidata":"https://www.wikidata.org/wiki/Q574010","display_name":"Complete information","level":2,"score":0.3343999981880188},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.3321000039577484},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.31709998846054077},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.299699991941452},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.2962000072002411},{"id":"https://openalex.org/C2779110102","wikidata":"https://www.wikidata.org/wiki/Q1323737","display_name":"Revealed preference","level":2,"score":0.2906999886035919},{"id":"https://openalex.org/C2983295151","wikidata":"https://www.wikidata.org/wiki/Q466707","display_name":"Utility theory","level":2,"score":0.2879999876022339},{"id":"https://openalex.org/C2780033181","wikidata":"https://www.wikidata.org/wiki/Q24962805","display_name":"Decision aids","level":3,"score":0.2879999876022339},{"id":"https://openalex.org/C28901747","wikidata":"https://www.wikidata.org/wiki/Q177571","display_name":"Decision theory","level":2,"score":0.28360000252723694},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.2547999918460846},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.2524000108242035}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:research.sabanciuniv.edu:42480","doi":null,"is_oa":false,"landing_page_url":"https://research.sabanciuniv.edu/id/eprint/42480/1/10413667.pdf","pdf_url":"https://research.sabanciuniv.edu/id/eprint/42480/1/10413667.pdf","source":{"id":"https://openalex.org/S4306402254","display_name":"Sabanci University","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I134235054","host_organization_name":"Sabanc\u0131 \u00dcniversitesi","host_organization_lineage":["https://openalex.org/I134235054"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Thesis"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4309564262","https://openalex.org/W3187413211","https://openalex.org/W2948868131","https://openalex.org/W3125938937","https://openalex.org/W2966804476","https://openalex.org/W4220838186","https://openalex.org/W4386487877","https://openalex.org/W3031004850","https://openalex.org/W7213433736","https://openalex.org/W4400378867"],"abstract_inverted_index":{"Peer-to-peer":[0],"logistics":[1],"platforms":[2],"iteratively":[3,83],"match":[4],"free":[5],"agents":[6],"willing":[7],"to":[8,11,42,59,100,129,141],"offer":[9,37],"services":[10],"the":[12,18,26,34,47,55,60,69,72,93,102,117,127,132,143],"demand":[13],"requests.":[14],"In":[15],"some":[16],"settings,":[17],"platform":[19,35,56,70],"may":[20],"not":[21],"have":[22],"full":[23],"information":[24,50,67,96],"about":[25],"agents\u2019":[27,48,73],"request":[28,135],"preferences.":[29],"To":[30],"reduce":[31],"this":[32],"uncertainty,":[33],"can":[36],"a":[38,80],"menu":[39,144],"of":[40,63,86],"requests":[41,87],"each":[43,52,89,98],"agent.":[44],"By":[45],"collecting":[46],"preference":[49,95],"in":[51,97],"decision":[53],"period,":[54],"has":[57],"access":[58],"historical":[61],"data":[62],"agents.":[64],"The":[65],"gathered":[66],"helps":[68],"learn":[71,101,116],"utility":[74,104,119],"functions":[75,105],"over":[76],"time.":[77],"We":[78,111],"simulate":[79],"ride-sharing":[81],"setting,":[82],"generating":[84],"menus":[85],"for":[88],"driver":[90,128],"and":[91,106],"using":[92],"drivers\u2019":[94,103,118],"period":[99],"predict":[107],"their":[108],"future":[109],"choices.":[110],"show":[112],"that":[113],"as":[114,146],"we":[115,147],"functions,":[120],"offering":[121],"too":[122],"many":[123],"options":[124],"might":[125],"cause":[126],"deviate":[130],"from":[131],"platform\u2019s":[133],"optimal":[134],"assignment":[136],"therefore,":[137],"it":[138],"is":[139],"beneficial":[140],"decrease":[142],"size":[145],"learn.":[148]},"counts_by_year":[],"updated_date":"2026-08-11T07:18:39.950985","created_date":"2025-10-10T00:00:00"}
