{"id":"https://openalex.org/W2003977138","doi":"https://doi.org/10.1109/soli.2012.6273512","title":"Mining paths and transactions data to improve allocating commodity shelves in supermarket","display_name":"Mining paths and transactions data to improve allocating commodity shelves in supermarket","publication_year":2012,"publication_date":"2012-07-01","ids":{"openalex":"https://openalex.org/W2003977138","doi":"https://doi.org/10.1109/soli.2012.6273512","mag":"2003977138"},"language":"en","primary_location":{"id":"doi:10.1109/soli.2012.6273512","is_oa":false,"landing_page_url":"https://doi.org/10.1109/soli.2012.6273512","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of 2012 IEEE International Conference on Service Operations and Logistics, and Informatics","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/A5100402173","display_name":"Hongbo Li","orcid":"https://orcid.org/0000-0003-0986-3956"},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]},{"id":"https://openalex.org/I4210126794","display_name":"IBM Research (China)","ror":"https://ror.org/02yg1pf55","country_code":"CN","type":"company","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210126794"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Hong-Bo Li","raw_affiliation_strings":["IBM Research China, Beijing, China","IBM Research - China, Building 19 Zhongguancun Software Park, 8 Dongbeiwang WestRoad, Haidian District, Beijing 100193, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research China, Beijing, China","institution_ids":["https://openalex.org/I4210126794"]},{"raw_affiliation_string":"IBM Research - China, Building 19 Zhongguancun Software Park, 8 Dongbeiwang WestRoad, Haidian District, Beijing 100193, China","institution_ids":["https://openalex.org/I1341412227"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101770525","display_name":"Wei Wang","orcid":"https://orcid.org/0000-0001-8820-1226"},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]},{"id":"https://openalex.org/I4210126794","display_name":"IBM Research (China)","ror":"https://ror.org/02yg1pf55","country_code":"CN","type":"company","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210126794"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Wei Wang","raw_affiliation_strings":["IBM Research China, Beijing, China","IBM Research - China, Building 19 Zhongguancun Software Park, 8 Dongbeiwang WestRoad, Haidian District, Beijing 100193, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research China, Beijing, China","institution_ids":["https://openalex.org/I4210126794"]},{"raw_affiliation_string":"IBM Research - China, Building 19 Zhongguancun Software Park, 8 Dongbeiwang WestRoad, Haidian District, Beijing 100193, China","institution_ids":["https://openalex.org/I1341412227"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036970424","display_name":"Hongwei Ding","orcid":"https://orcid.org/0000-0003-0827-5984"},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]},{"id":"https://openalex.org/I4210126794","display_name":"IBM Research (China)","ror":"https://ror.org/02yg1pf55","country_code":"CN","type":"company","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210126794"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Hong-Wei Ding","raw_affiliation_strings":["IBM Research China, Beijing, China","IBM Research - China, Building 19 Zhongguancun Software Park, 8 Dongbeiwang WestRoad, Haidian District, Beijing 100193, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research China, Beijing, China","institution_ids":["https://openalex.org/I4210126794"]},{"raw_affiliation_string":"IBM Research - China, Building 19 Zhongguancun Software Park, 8 Dongbeiwang WestRoad, Haidian District, Beijing 100193, China","institution_ids":["https://openalex.org/I1341412227"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069874950","display_name":"Jin Dong","orcid":"https://orcid.org/0000-0003-1131-6396"},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]},{"id":"https://openalex.org/I4210126794","display_name":"IBM Research (China)","ror":"https://ror.org/02yg1pf55","country_code":"CN","type":"company","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210126794"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Jin Dong","raw_affiliation_strings":["IBM Research China, Beijing, China","IBM Research - China, Building 19 Zhongguancun Software Park, 8 Dongbeiwang WestRoad, Haidian District, Beijing 100193, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research China, Beijing, China","institution_ids":["https://openalex.org/I4210126794"]},{"raw_affiliation_string":"IBM Research - China, Building 19 Zhongguancun Software Park, 8 Dongbeiwang WestRoad, Haidian District, Beijing 100193, China","institution_ids":["https://openalex.org/I1341412227"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6446,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.7889969,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"102","last_page":"106"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11161","display_name":"Consumer Market Behavior and Pricing","score":0.987500011920929,"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"}},"topics":[{"id":"https://openalex.org/T11161","display_name":"Consumer Market Behavior and Pricing","score":0.987500011920929,"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/T11536","display_name":"Consumer Retail Behavior Studies","score":0.9742000102996826,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.970300018787384,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/commodity","display_name":"Commodity","score":0.7212885022163391},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6642426252365112},{"id":"https://openalex.org/keywords/database-transaction","display_name":"Database transaction","score":0.6233506202697754},{"id":"https://openalex.org/keywords/profit","display_name":"Profit (economics)","score":0.5959643125534058},{"id":"https://openalex.org/keywords/transaction-data","display_name":"Transaction data","score":0.5092309713363647},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.4868294596672058},{"id":"https://openalex.org/keywords/volume","display_name":"Volume (thermodynamics)","score":0.4601178467273712},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.43154698610305786},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.4117893576622009},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.3219711184501648},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.2491913139820099},{"id":"https://openalex.org/keywords/microeconomics","display_name":"Microeconomics","score":0.13939514756202698},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.10591509938240051},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.09242761135101318}],"concepts":[{"id":"https://openalex.org/C2779439359","wikidata":"https://www.wikidata.org/wiki/Q317088","display_name":"Commodity","level":2,"score":0.7212885022163391},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6642426252365112},{"id":"https://openalex.org/C75949130","wikidata":"https://www.wikidata.org/wiki/Q848010","display_name":"Database transaction","level":2,"score":0.6233506202697754},{"id":"https://openalex.org/C181622380","wikidata":"https://www.wikidata.org/wiki/Q26911","display_name":"Profit (economics)","level":2,"score":0.5959643125534058},{"id":"https://openalex.org/C127722929","wikidata":"https://www.wikidata.org/wiki/Q7833714","display_name":"Transaction data","level":3,"score":0.5092309713363647},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.4868294596672058},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.4601178467273712},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.43154698610305786},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.4117893576622009},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.3219711184501648},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.2491913139820099},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.13939514756202698},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.10591509938240051},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.09242761135101318},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","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},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/soli.2012.6273512","is_oa":false,"landing_page_url":"https://doi.org/10.1109/soli.2012.6273512","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of 2012 IEEE International Conference on Service Operations and Logistics, and Informatics","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.41999998688697815}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2002020668","https://openalex.org/W2018589795","https://openalex.org/W2023318702","https://openalex.org/W2047741328","https://openalex.org/W2114524446","https://openalex.org/W2115031694","https://openalex.org/W2126256482","https://openalex.org/W2132062119","https://openalex.org/W2166559705","https://openalex.org/W3125557119","https://openalex.org/W3126132157","https://openalex.org/W4251895690"],"related_works":["https://openalex.org/W2989589039","https://openalex.org/W3007554386","https://openalex.org/W2780247929","https://openalex.org/W3108131348","https://openalex.org/W2000646855","https://openalex.org/W4213307675","https://openalex.org/W3005442585","https://openalex.org/W2035952186","https://openalex.org/W2136233809","https://openalex.org/W3095070775"],"abstract_inverted_index":{"How":[0],"to":[1,14,105,109,135,160,163,167],"deploy":[2],"commodities":[3],"for":[4,18,23,41,113,123],"sale":[5],"in":[6,9,12,29,45],"different":[7],"shelves":[8,44],"a":[10,38],"supermarket":[11,46],"order":[13],"obtain":[15,136],"better":[16],"benefit":[17,132],"merchants":[19],"with":[20,141],"considering":[21,142],"convenience":[22],"customers":[24,114],"is":[25,158],"an":[26,106],"important":[27],"topic":[28],"the":[30,94,137,143,151],"retail":[31],"area.":[32],"In":[33],"this":[34,111,118,165],"paper,":[35],"we":[36,130],"present":[37],"new":[39],"method":[40,166],"allocating":[42,139],"commodity":[43,112],"based":[47],"on":[48,69,127],"customers'":[49,57],"shopping":[50,58,65,78],"paths":[51,59,96],"and":[52,92,98,147],"transactions":[53,99],"data":[54,60,80,97],"mining.":[55],"Therein,":[56],"can":[61,81,120],"be":[62,82,121],"obtained":[63,83],"by":[64],"cart":[66],"or":[67],"basket,":[68],"which":[70,103],"RFID":[71],"(Radio":[72],"Frequency":[73],"Identification)":[74],"tags":[75],"located.":[76],"And":[77],"transaction":[79],"from":[84],"POS":[85],"(Point":[86],"of":[87,150],"Sales)":[88],"machine.":[89],"Through":[90],"integrating":[91],"mining":[93],"frequent":[95],"data,":[100],"See-Buy":[101],"Rate,":[102,129],"refers":[104],"approximate":[107],"probability":[108,149],"purchase":[110,148],"when":[115],"they":[116],"see":[117],"commodity,":[119],"calculated":[122],"each":[124],"commodity.":[125,152],"Based":[126],"SeeBuy":[128],"build":[131],"optimization":[133],"model":[134],"optimal":[138],"solution":[140],"profit,":[144],"sales":[145],"volume,":[146],"At":[153],"last,":[154],"one":[155],"computation":[156],"example":[157],"illustrated":[159],"show":[161],"how":[162],"apply":[164],"practice.":[168]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}