Systematic analysis of Intelligent retail system structure and its optimization
DOI:
https://doi.org/10.62051/npk71k52Keywords:
Smart Retail; Smart Shelf Systems; RFID Tags; NFC Technology.Abstract
The article delves into the transformative realm of Smart Retail, exploring its evolution, technological foundations, and real-world applications. With a focus on cutting-edge technologies such as Smart Shelf Systems, Radio Frequency Identification (RFID) Tags, Near Field Communication (NFC) Technology, Smart Carts, and advanced algorithms like eXtreme Gradient Boosting (XGBoost) and Asynchronous Advantage Actor-Critic (A3C), this paper offers a comprehensive analysis of the role of these technologies in reshaping the retail landscape. The document presents in-depth discussions on the principles, working mechanisms, and operational processes of these Smart Retail components, drawing insights from case studies such as Xingbianli, Metro, and Wumart Group. Furthermore, the study explores the integration of IoT, data analytics, and artificial intelligence in retail operations, highlighting the potential for enhanced customer experiences, operational efficiency, and market competitiveness. The conclusion emphasizes the significance of Smart Retail in driving innovation, improving decision-making, and meeting the evolving demands of modern consumers. This research provides valuable insights for retailers, technology developers, and industry stakeholders seeking to navigate the dynamic landscape of Smart Retail and harness its transformative potential.
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References
Fan X, Ning N, Deng N. The impact of the quality of intelligent experience on smart retail engagement. Marketing Intelligence & Planning, 2020, 38(7): 877-891. DOI: https://doi.org/10.1108/MIP-09-2019-0439
Vojvodić K. Brick-and-mortar retailers: Becoming smarter with innovative technologies. Strategic Management, 2019, 24(2): 3-11. DOI: https://doi.org/10.5937/StraMan1902003V
Bojjagani S, Sastry V N. A secure end-to-end proximity NFC-based mobile payment protocol. Computer Standards & Interfaces, 2019, 66: 103348. DOI: https://doi.org/10.1016/j.csi.2019.04.007
Tewari A, Gupta B B. Secure timestamp-based mutual authentication protocol for IoT devices using RFID tags. International Journal on Semantic Web and Information Systems (IJSWIS), 2020, 16(3): 20-34. DOI: https://doi.org/10.4018/IJSWIS.2020070102
Kumar G B A, Kumar K N S, Gatti R, et al. Design And Implementation Of Smart Shopping Basket. 2020 International Conference on Recent Trends on Electronics, Information, Communication & Technology (RTEICT). IEEE, 2020: 287-291.
Wang Xiaoran, Xu Tianyue. Seizing unmanned shelves, Alibaba fills in the shortcoming of near-field consumption. China Food, 2018 (13): 136-137.
Si Qi. "Xing Convenience" receives strategic investment from Ant Financial, will deploy intelligent unmanned cabinets - 36Kr. 2018. https://count.36kr.com/p/1722583187457.
Zhong Meiling. Application scenarios and technology inventory of RFID in the retail industry - RFID News Center - RFID World. 2018. https://www.rfidworld.com.cn/news/2018_01_773e709ff4a7ae92.html.
Ji S W, Wang K, Yan K. Logistics reorganization of supermarket chains based on agriculture super docking. Applied Mechanics and Materials, 2013, 253: 1508-1511. DOI: https://doi.org/10.4028/www.scientific.net/AMM.253-255.1508
Internet of Things Media. Understand the smart shopping cart in one article - News Center - Internet of Things World. 2021. https://www.iotworld.com.cn/html/News/202101/bda3935cae21c743.shtml.
Ye Qianyi. Research on sales forecast of physical retail industry based on Xgboost method. Nanchang University, 2017.
Fu Jiaxin, Liu Lei, Qian Cheng. A3C quantitative trading strategy based on attention mechanism. Journal of Nantong University (Natural Science Edition), 2023, 22(02): 43-49+74.
Pantano E, Priporas C V, Dennis C. A new approach to retailing for successful competition in the new smart scenario. International Journal of Retail & Distribution Management, 2018, 46(3): 264-282. DOI: https://doi.org/10.1108/IJRDM-04-2017-0080
Hafner P, Voelz A, Strauss C. Smart retailing technologies to counter current retail challenges-an assessment of impacts. The 23rd International Conference on Information Integration and Web Intelligence. 2021: 586-595. DOI: https://doi.org/10.1145/3487664.3487808
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