{"id":"https://openalex.org/W4366341112","doi":"https://doi.org/10.48550/arxiv.2304.07341","title":"Designing Fair, Cost-optimal Auctions based on Deep Learning for Procuring Agricultural Inputs through Farmer Collectives","display_name":"Designing Fair, Cost-optimal Auctions based on Deep Learning for Procuring Agricultural Inputs through Farmer Collectives","publication_year":2023,"publication_date":"2023-04-14","ids":{"openalex":"https://openalex.org/W4366341112","doi":"https://doi.org/10.48550/arxiv.2304.07341"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2304.07341","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2304.07341","pdf_url":"https://arxiv.org/pdf/2304.07341","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2304.07341","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5083038198","display_name":"Mayank Ratan Bhardwaj","orcid":null},"institutions":[{"id":"https://openalex.org/I59270414","display_name":"Indian Institute of Science Bangalore","ror":"https://ror.org/04dese585","country_code":"IN","type":"education","lineage":["https://openalex.org/I59270414"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Bhardwaj, Mayank Ratan","raw_affiliation_strings":["Indian Institute of Science"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Science","institution_ids":["https://openalex.org/I59270414"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109642116","display_name":"Bazil Ahmed","orcid":null},"institutions":[{"id":"https://openalex.org/I59270414","display_name":"Indian Institute of Science Bangalore","ror":"https://ror.org/04dese585","country_code":"IN","type":"education","lineage":["https://openalex.org/I59270414"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ahmed, Bazil","raw_affiliation_strings":["Indian Institute of Science"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Science","institution_ids":["https://openalex.org/I59270414"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038106087","display_name":"Prathik Diwakar","orcid":null},"institutions":[{"id":"https://openalex.org/I59270414","display_name":"Indian Institute of Science Bangalore","ror":"https://ror.org/04dese585","country_code":"IN","type":"education","lineage":["https://openalex.org/I59270414"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Diwakar, Prathik","raw_affiliation_strings":["Indian Institute of Science"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Science","institution_ids":["https://openalex.org/I59270414"]}]},{"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":"Ghalme, Ganesh","raw_affiliation_strings":["Indian Institute of Technology Hyderabad"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Hyderabad","institution_ids":["https://openalex.org/I65181880"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008607108","display_name":"Y. Narahari","orcid":null},"institutions":[{"id":"https://openalex.org/I59270414","display_name":"Indian Institute of Science Bangalore","ror":"https://ror.org/04dese585","country_code":"IN","type":"education","lineage":["https://openalex.org/I59270414"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Narahari, Y.","raw_affiliation_strings":["Indian Institute of Science"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Science","institution_ids":["https://openalex.org/I59270414"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"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":false,"primary_topic":{"id":"https://openalex.org/T11182","display_name":"Auction Theory and Applications","score":0.9462000131607056,"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"}},"topics":[{"id":"https://openalex.org/T11182","display_name":"Auction Theory and Applications","score":0.9462000131607056,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/stylized-fact","display_name":"Stylized fact","score":0.7789008617401123},{"id":"https://openalex.org/keywords/procurement","display_name":"Procurement","score":0.7390604019165039},{"id":"https://openalex.org/keywords/common-value-auction","display_name":"Common value auction","score":0.5666113495826721},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.5596719980239868},{"id":"https://openalex.org/keywords/incentive","display_name":"Incentive","score":0.528237521648407},{"id":"https://openalex.org/keywords/reverse-auction","display_name":"Reverse auction","score":0.4624820649623871},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4483613967895508},{"id":"https://openalex.org/keywords/environmental-economics","display_name":"Environmental economics","score":0.44762465357780457},{"id":"https://openalex.org/keywords/incentive-compatibility","display_name":"Incentive compatibility","score":0.4360445737838745},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.4135081470012665},{"id":"https://openalex.org/keywords/industrial-organization","display_name":"Industrial organization","score":0.4066300094127655},{"id":"https://openalex.org/keywords/microeconomics","display_name":"Microeconomics","score":0.39513373374938965},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.39043545722961426},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.30253657698631287},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.28972601890563965}],"concepts":[{"id":"https://openalex.org/C38935604","wikidata":"https://www.wikidata.org/wiki/Q4330363","display_name":"Stylized fact","level":2,"score":0.7789008617401123},{"id":"https://openalex.org/C201650216","wikidata":"https://www.wikidata.org/wiki/Q829492","display_name":"Procurement","level":2,"score":0.7390604019165039},{"id":"https://openalex.org/C163239763","wikidata":"https://www.wikidata.org/wiki/Q5153637","display_name":"Common value auction","level":2,"score":0.5666113495826721},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.5596719980239868},{"id":"https://openalex.org/C29122968","wikidata":"https://www.wikidata.org/wiki/Q1414816","display_name":"Incentive","level":2,"score":0.528237521648407},{"id":"https://openalex.org/C194291561","wikidata":"https://www.wikidata.org/wiki/Q2852717","display_name":"Reverse auction","level":3,"score":0.4624820649623871},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4483613967895508},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.44762465357780457},{"id":"https://openalex.org/C91810955","wikidata":"https://www.wikidata.org/wiki/Q7731670","display_name":"Incentive compatibility","level":3,"score":0.4360445737838745},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.4135081470012665},{"id":"https://openalex.org/C40700","wikidata":"https://www.wikidata.org/wiki/Q1411783","display_name":"Industrial organization","level":1,"score":0.4066300094127655},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.39513373374938965},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.39043545722961426},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.30253657698631287},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.28972601890563965},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","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},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:arXiv.org:2304.07341","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2304.07341","pdf_url":"https://arxiv.org/pdf/2304.07341","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"doi:10.48550/arxiv.2304.07341","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2304.07341","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2304.07341","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2304.07341","pdf_url":"https://arxiv.org/pdf/2304.07341","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"sustainable_development_goals":[{"display_name":"Zero hunger","score":0.7400000095367432,"id":"https://metadata.un.org/sdg/2"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320334771","display_name":"Science and Engineering Research Board","ror":"https://ror.org/03ffdsr55"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4366341112.pdf","grobid_xml":"https://content.openalex.org/works/W4366341112.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4321472159","https://openalex.org/W1924265123","https://openalex.org/W2600242401","https://openalex.org/W3005679135","https://openalex.org/W2090191298","https://openalex.org/W1544859418","https://openalex.org/W2089128004","https://openalex.org/W2239951553","https://openalex.org/W4389251382","https://openalex.org/W3173382937"],"abstract_inverted_index":{"Procuring":[0],"agricultural":[1,25],"inputs":[2,63,96],"(agri-inputs":[3],"for":[4,58,140],"short)":[5],"such":[6,141,187],"as":[7],"seeds,":[8],"fertilizers,":[9],"and":[10,16,38,93,157,170,201],"pesticides,":[11],"at":[12,17],"desired":[13],"quality":[14,66],"levels":[15],"affordable":[18],"cost,":[19],"forms":[20],"a":[21,30,119,171,180,202],"critical":[22],"component":[23],"of":[24,52,62,105,138,146,150,174,210],"input":[26],"operations.":[27],"This":[28],"is":[29,75,167,177],"particularly":[31],"challenging":[32],"problem":[33],"being":[34],"faced":[35],"by":[36,81],"small":[37],"marginal":[39],"farmers":[40,101],"in":[41,91,118,125],"any":[42],"emerging":[43],"economy.":[44],"Farmer":[45],"collectives":[46],"(FCs),":[47],"which":[48,82,126],"are":[49,103],"cooperative":[50],"societies":[51],"farmers,":[53],"offer":[54],"an":[55,83,113,142,188],"excellent":[56],"prospect":[57],"enabling":[59],"cost-effective":[60],"procurement":[61,123,200,205],"with":[64],"assured":[65],"to":[67,76,88,98,178,185,206],"the":[68,95,99,106,109,127,147,208],"farmers.":[69],"In":[70,108],"this":[71,175],"paper,":[72],"our":[73],"objective":[74],"design":[77,186],"sound,":[78],"explainable":[79],"mechanisms":[80],"FC":[84,114],"will":[85],"be":[86],"able":[87],"procure":[89],"agri-inputs":[90],"bulk":[92],"distribute":[94],"procured":[97],"individual":[100,154],"who":[102],"members":[104],"FC.":[107],"methodology":[110],"proposed":[111],"here,":[112],"engages":[115],"qualified":[116],"suppliers":[117,128],"competitive,":[120],"volume":[121],"discount":[122],"auction":[124,143,162],"specify":[129],"price":[130],"discounts":[131],"based":[132,183],"on":[133],"volumes":[134],"supplied.":[135],"The":[136],"desiderata":[137],"properties":[139,166],"include:":[144],"minimization":[145],"total":[148],"cost":[149],"procurement;":[151],"incentive":[152],"compatibility;":[153],"rationality;":[155],"fairness;":[156],"other":[158],"business":[159],"constraints.":[160],"An":[161],"satisfying":[163],"all":[164],"these":[165,211],"analytically":[168],"infeasible":[169],"key":[172],"contribution":[173],"paper":[176],"develop":[179],"deep":[181],"learning":[182],"approach":[184],"auction.":[189],"We":[190],"use":[191],"two":[192],"realistic,":[193],"stylized":[194],"case":[195],"studies":[196],"from":[197],"chili":[198],"seeds":[199],"popular":[203],"pesticide":[204],"demonstrate":[207],"efficacy":[209],"auctions.":[212]},"counts_by_year":[],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2023-04-20T00:00:00"}
