{"id":"https://openalex.org/W2790038462","doi":"https://doi.org/10.3390/info9020040","title":"Mean-Variance Analysis of Retailers Deploying RFID-Enabled Smart Shelves","display_name":"Mean-Variance Analysis of Retailers Deploying RFID-Enabled Smart Shelves","publication_year":2018,"publication_date":"2018-02-12","ids":{"openalex":"https://openalex.org/W2790038462","doi":"https://doi.org/10.3390/info9020040","mag":"2790038462"},"language":"en","primary_location":{"id":"doi:10.3390/info9020040","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info9020040","pdf_url":"https://www.mdpi.com/2078-2489/9/2/40/pdf?version=1518586408","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2078-2489/9/2/40/pdf?version=1518586408","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101439079","display_name":"Lijing Zhu","orcid":"https://orcid.org/0009-0000-4631-0280"},"institutions":[{"id":"https://openalex.org/I204553293","display_name":"China University of Petroleum, Beijing","ror":"https://ror.org/041qf4r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I204553293"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lijing Zhu","raw_affiliation_strings":["Academy of Chinese Energy Strategy, China University of Petroleum-Beijing, 18 Fuxue Road, Changping, Beijing 102200, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Academy of Chinese Energy Strategy, China University of Petroleum-Beijing, 18 Fuxue Road, Changping, Beijing 102200, China","institution_ids":["https://openalex.org/I204553293"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017464697","display_name":"Peize Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I204553293","display_name":"China University of Petroleum, Beijing","ror":"https://ror.org/041qf4r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I204553293"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peize Wang","raw_affiliation_strings":["Academy of Chinese Energy Strategy, China University of Petroleum-Beijing, 18 Fuxue Road, Changping, Beijing 102200, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Academy of Chinese Energy Strategy, China University of Petroleum-Beijing, 18 Fuxue Road, Changping, Beijing 102200, China","institution_ids":["https://openalex.org/I204553293"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051906178","display_name":"Sha Xi","orcid":null},"institutions":[{"id":"https://openalex.org/I168673124","display_name":"Tianjin Chengjian University","ror":"https://ror.org/01d0bkz51","country_code":"CN","type":"education","lineage":["https://openalex.org/I168673124"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Sha Xi","raw_affiliation_strings":["School of Economics and Management, Tianjin Chengjian University, 26 Jinjing Road, Xiqing, Tianjin 300384, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Economics and Management, Tianjin Chengjian University, 26 Jinjing Road, Xiqing, Tianjin 300384, China","institution_ids":["https://openalex.org/I168673124"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5051906178"],"corresponding_institution_ids":["https://openalex.org/I168673124"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":1.0454,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.80942355,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"9","issue":"2","first_page":"40","last_page":"40"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10986","display_name":"RFID technology advancements","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10986","display_name":"RFID technology advancements","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10328","display_name":"Supply Chain and Inventory Management","score":0.9969000220298767,"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/T12486","display_name":"Food Supply Chain Traceability","score":0.991100013256073,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/variance","display_name":"Variance (accounting)","score":0.6653470993041992},{"id":"https://openalex.org/keywords/radio-frequency-identification","display_name":"Radio-frequency identification","score":0.6003718376159668},{"id":"https://openalex.org/keywords/decision-maker","display_name":"Decision maker","score":0.5494678020477295},{"id":"https://openalex.org/keywords/investment","display_name":"Investment (military)","score":0.5475708842277527},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.538092315196991},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.4625946879386902},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.44836896657943726},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.42664092779159546},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.41403281688690186},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.38423952460289},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.3626856803894043},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.35508689284324646},{"id":"https://openalex.org/keywords/industrial-organization","display_name":"Industrial organization","score":0.3388898968696594},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.2085079848766327},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14117011427879333},{"id":"https://openalex.org/keywords/accounting","display_name":"Accounting","score":0.0994739830493927}],"concepts":[{"id":"https://openalex.org/C196083921","wikidata":"https://www.wikidata.org/wiki/Q7915758","display_name":"Variance (accounting)","level":2,"score":0.6653470993041992},{"id":"https://openalex.org/C204222849","wikidata":"https://www.wikidata.org/wiki/Q104954","display_name":"Radio-frequency identification","level":2,"score":0.6003718376159668},{"id":"https://openalex.org/C2986080485","wikidata":"https://www.wikidata.org/wiki/Q1331926","display_name":"Decision maker","level":2,"score":0.5494678020477295},{"id":"https://openalex.org/C27548731","wikidata":"https://www.wikidata.org/wiki/Q88272","display_name":"Investment (military)","level":3,"score":0.5475708842277527},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.538092315196991},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.4625946879386902},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.44836896657943726},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.42664092779159546},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.41403281688690186},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.38423952460289},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.3626856803894043},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.35508689284324646},{"id":"https://openalex.org/C40700","wikidata":"https://www.wikidata.org/wiki/Q1411783","display_name":"Industrial organization","level":1,"score":0.3388898968696594},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2085079848766327},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14117011427879333},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.0994739830493927},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/info9020040","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info9020040","pdf_url":"https://www.mdpi.com/2078-2489/9/2/40/pdf?version=1518586408","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:f9ed6d427ba24bbcbee22298d1e56a6f","is_oa":false,"landing_page_url":"https://doaj.org/article/f9ed6d427ba24bbcbee22298d1e56a6f","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Information, Vol 9, Iss 2, p 40 (2018)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2078-2489/9/2/40/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/info9020040","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Information; Volume 9; Issue 2; Pages: 40","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/info9020040","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info9020040","pdf_url":"https://www.mdpi.com/2078-2489/9/2/40/pdf?version=1518586408","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.4300000071525574}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322724","display_name":"Ministry of Education, India","ror":"https://ror.org/048xjjh50"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2790038462.pdf","grobid_xml":"https://content.openalex.org/works/W2790038462.grobid-xml"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W1494794871","https://openalex.org/W1534856567","https://openalex.org/W1967362770","https://openalex.org/W1974880864","https://openalex.org/W1979324613","https://openalex.org/W1998896412","https://openalex.org/W2006461945","https://openalex.org/W2011934925","https://openalex.org/W2017890988","https://openalex.org/W2041413069","https://openalex.org/W2050324619","https://openalex.org/W2054425848","https://openalex.org/W2081186650","https://openalex.org/W2081384251","https://openalex.org/W2092155007","https://openalex.org/W2094169894","https://openalex.org/W2101954970","https://openalex.org/W2117597783","https://openalex.org/W2139127542","https://openalex.org/W2147066624","https://openalex.org/W2149028085","https://openalex.org/W2151023490","https://openalex.org/W2290544731","https://openalex.org/W2345291964","https://openalex.org/W2555658604","https://openalex.org/W2561249584","https://openalex.org/W2571638249","https://openalex.org/W2608564835","https://openalex.org/W2731622266","https://openalex.org/W2739229331","https://openalex.org/W3124477144","https://openalex.org/W3125672793","https://openalex.org/W4297594347","https://openalex.org/W6696636744"],"related_works":["https://openalex.org/W4311097251","https://openalex.org/W4245926026","https://openalex.org/W1577771720","https://openalex.org/W2586548817","https://openalex.org/W2625093826","https://openalex.org/W4200598720","https://openalex.org/W2921026492","https://openalex.org/W4361251261","https://openalex.org/W3031181660","https://openalex.org/W2041619656"],"abstract_inverted_index":{"Radio":[0],"frequency":[1],"identification":[2],"(RFID)-enabled":[3],"smart":[4,24,47,93,136],"shelves":[5,25],"have":[6,17],"recently":[7],"attracted":[8],"enormous":[9],"attention":[10],"from":[11],"both":[12],"industry":[13],"and":[14,30,95,117],"academia.":[15],"Retailers":[16],"an":[18,59],"explosion":[19],"of":[20,33,91],"interest":[21],"in":[22,45,62,65,104,135],"deploying":[23],"for":[26,43,88,131],"the":[27,31,39,53,71,81,89,92,97,109,113],"automatic":[28],"ordering":[29],"reduction":[32],"inventory":[34,49],"inaccuracy.":[35],"This":[36],"study":[37],"explores":[38],"retailers\u2019":[40,72],"optimal":[41,119],"policy":[42],"investing":[44],"a":[46,124],"shelf":[48,94],"control":[50],"system.":[51],"Since":[52],"decision":[54],"maker\u2019s":[55],"risk":[56,73,76,115],"attitude":[57,77,116],"plays":[58],"important":[60],"role":[61],"its":[63],"investment":[64],"technology,":[66],"we":[67,122],"therefore":[68],"specifically":[69],"consider":[70],"attitude.":[74],"The":[75],"is":[78],"measured":[79],"by":[80],"mean-variance":[82],"analysis.":[83],"We":[84,106],"derive":[85],"analytical":[86],"expressions":[87],"benefit":[90],"specify":[96],"conditions":[98],"under":[99],"which":[100],"retailers":[101,132],"should":[102],"invest":[103,134],"it.":[105],"also":[107],"show":[108],"explicit":[110],"relationship":[111],"between":[112],"retailer\u2019s":[114],"his":[118],"policy.":[120],"Finally,":[121],"conduct":[123],"numerical":[125],"analysis":[126],"to":[127,133],"provide":[128],"managerial":[129],"insights":[130],"shelves.":[137]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
