RFID-enabled item-level retail pricing

被引:25
|
作者
Zhou, Wei [2 ]
Tu, Yu-Ju [3 ]
Piramuthu, Selwyn [1 ]
机构
[1] Univ Florida, Gainesville, FL 32611 USA
[2] ESCP Europe, F-75543 Paris 11, France
[3] Univ Illinois, Champaign, IL 61820 USA
关键词
RFID; Item-level information; Knowledge-based learning system; Dynamic pricing; Item-level pricing; EDLP; Hi-Lo; Pricing strategy; SHOPPING BEHAVIOR; KNOWLEDGE; SHOPPERS; EDLP;
D O I
10.1016/j.dss.2009.07.008
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A major advantage that online retailers possess that their brick-and-mortar counterparts do not is their ability to continually vary item price. Given the competition among these retailers, it is increasingly becoming a necessity for brick-and-mortar retailers to develop a coherent and profitable pricing strategy. Recent advances in RFID technology can be beneficially utilized in this context. We develop a knowledge-based adaptive learning framework for item-level dynamic pricing in retail stores. Specifically, we consider retail stores that issue membership cards that the members may use to receive promotions and other benefits. Instantaneous snapshots of customers in the store and their characteristics are used to dynamically vary retail store item-level prices. Using simulation, we illustrate the dynamic of the proposed framework. Preliminary results confirm the beneficial aspects of such a framework for item-level dynamic pricing in a retail store environment. (C) 2009 Elsevier B.V. All rights reserved.
引用
收藏
页码:169 / 179
页数:11
相关论文
共 50 条
  • [1] RFID-enabled item-level product information revelation
    Zhou, Wei
    Kapoor, Gaurav
    Piramuthu, Selwyn
    [J]. EUROPEAN JOURNAL OF INFORMATION SYSTEMS, 2009, 18 (06) : 570 - 577
  • [2] Item-level RFID in the retail supply chain
    Gaukler, Gary M.
    Seifert, Ralf W.
    Hausman, Warren H.
    [J]. PRODUCTION AND OPERATIONS MANAGEMENT, 2007, 16 (01) : 65 - 76
  • [3] Preventing avoidable stockouts: the impact of item-level RFID in retail
    Gaukler, Gary M.
    [J]. JOURNAL OF BUSINESS & INDUSTRIAL MARKETING, 2010, 25 (08) : 572 - 581
  • [4] State of the art of item-level RFID deployments in fashion and apparel retail
    Cilloni, Giada
    Leporati, Rebecca
    Rizzi, Antonio
    Romagnoli, Giovanni
    [J]. INTERNATIONAL JOURNAL OF RF TECHNOLOGIES-RESEARCH AND APPLICATIONS, 2019, 10 (3-4) : 65 - 88
  • [5] Item-level RFID for enhancement of customer shopping experience in apparel retail
    Choi, S. H.
    Yang, Y. X.
    Yang, B.
    Cheung, H. H.
    [J]. COMPUTERS IN INDUSTRY, 2015, 71 : 10 - 23
  • [6] A balanced scorecard for item-level RFID in the retail sector: a Delphi study
    Kasiri, Narges
    Sharda, Ramesh
    Hardgrave, Bill
    [J]. EUROPEAN JOURNAL OF INFORMATION SYSTEMS, 2012, 21 (03) : 255 - 267
  • [7] RFID and item-level information visibility
    Zhou, Wei
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2009, 198 (01) : 252 - 258
  • [8] An RFID-Enabled Road Pricing System for Transportation
    Porter, J. David
    Kim, David S.
    [J]. IEEE SYSTEMS JOURNAL, 2008, 2 (02): : 248 - 257
  • [9] Remanufacturing with RFID Item-Level Information
    Zhou, Wei
    Piramuthu, Selwyn
    [J]. EXPLORING THE GRAND CHALLENGES FOR NEXT GENERATION E-BUSINESS, 2010, 52 : 96 - 104
  • [10] Item-Level RFID in a Retail Supply Chain With Stock-Out-Based Substitution
    Gaukler, Gary M.
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2011, 7 (02) : 362 - 370