The Impact Index and Dynamic Forecast of the Retail New business formats based on Internet Big Data

被引：0

作者：

RB Wang ^{[1
]}

JY Shen ^{[1
]}

XR Wang ^{[1
]}

Y Li ^{[1
]}

机构：

[1] Nanjing Univ Finance & Econ, Sch Int Econ & Trade, Nanjing, Peoples R China

来源：

5TH INTERNATIONAL CONFERENCE ON E-COMMERCE, E-BUSINESS AND E-GOVERNMENT, ICEEG 2021 | 2021年

关键词：

Baidu index; Principal component analysis; Time Series Multiplicative Seasonal Model; Retail Format;

D O I：

10.1145/3466029.3466031

中图分类号：

F [经济];

学科分类号：

02 ;

摘要：

We take the development of retail formats under COVID-19 as an example, using online search data to establish a retail format index to reflect the impact of online retail formats and trends of the impact under COVID-19. Therefore, a time series model of the retail format index was established to achieve an ideal forecast effect, and a short-term dynamic forecast of the impact of COVID-19 offline retail formats was achieved. Based on the special nature of the new online business format, we start from online fresh food, online education, and online office, we use online search data to construct a retail format index. It also has a certain significance to analyze the retail format data statistics, predict trends, and study the impact of COVID-19 on the retail format.

引用

页码：73 / 78

页数：6

共 50 条

[31] Research on Production Scheduling of Industrial Big Data for Internet of Things Based on Dynamic Planning Algorithm
Zhang N.
Applied Mathematics and Nonlinear Sciences, 2024, 9 (01)
[32] Business Data Analysis Based on Kissmetric in the Context of Big Data
Wang, Kan
INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2023, 14 (05) : 848 - 856
[33] The impact of big data and business analytics on supply chain management
Ittmann, Hans W.
JOURNAL OF TRANSPORT AND SUPPLY CHAIN MANAGEMENT, 2015, 9 (01)
[34] Big Data Acquisition and Analysis of Retail Industry and Its Impact on Consumer Behavior
Tang, Tiantian
Hu, Pei
2017 6TH EEM INTERNATIONAL CONFERENCE ON EDUCATION SCIENCE AND SOCIAL SCIENCE (EEM-ESSS 2017), 2017, 104 : 122 - 126
[35] Big Data Compression Technology Based on Internet of Vehicles
Xiong, Guohua
INTERNATIONAL JOURNAL OF ONLINE AND BIOMEDICAL ENGINEERING, 2019, 15 (01) : 85 - 97
[36] Analysis of Mobile Internet Behavior based on Big Data
Chen, Hongjie
Wei, Chao
Li, Mingjun
AGRO FOOD INDUSTRY HI-TECH, 2017, 28 (01): : 1395 - 1399
[37] A Research on Big Data of Tourism Products Based on Internet
Rui, Long
NEW TREND OF THE TOURISM INDUSTRY DEVELOPMENT IN CHINA AND SPAIN, 2017, : 238 - 250
[38] Business Development Using Big Data within UAE SMEs Retail Sector: Prospects & Questions
Shrivastava, Vivek Kumar
Riaz, Sadia
2022 14TH INTERNATIONAL CONFERENCE ON COMPUTER AND AUTOMATION ENGINEERING (ICCAE 2022), 2022, : 145 - 150
[39] Internet User Behavior Analysis Based on Big Data
He, Jiangnan
Yin, Xiaoyin
IWCMC 2021: 2021 17TH INTERNATIONAL WIRELESS COMMUNICATIONS & MOBILE COMPUTING CONFERENCE (IWCMC), 2021, : 432 - 435
[40] Analysis of Mobile Internet Behavior based on Big Data
Zhao, Longgang
AGRO FOOD INDUSTRY HI-TECH, 2017, 28 (03): : 2554 - 2558

← 1 2 3 4 5 →