Metrological Analysis of Online Consumption Evaluation Influence Commodity Marketing Decision Based on Data Mining

Joint Authors

Zhu, Jia-Ming
Xu, Yun-Hua
Huang, Lin-Fang
Guo, Rong-Rong
Zhang, Xu-Yang

Source

Mathematical Problems in Engineering

Issue

Vol. 2020, Issue 2020 (31 Dec. 2020), pp.1-10, 10 p.

Publisher

Hindawi Publishing Corporation

Publication Date

2020-11-19

Country of Publication

Egypt

No. of Pages

10

Main Subjects

Civil Engineering

Abstract EN

The data of reviews and ratings in the online market can provide guidance for company’s production and business activities.

In this paper, firstly, we build a BP neural network model to help identify “useful consumer reviews.” Then, we use the fuzzy comprehensive evaluation method to identify the most successful and failing goods.

Next, we achieve the time series prediction of product reputation by making use of ARIMA model.

Finally, we use word segmentation and K-means clustering algorithm to determine whether stars and comments have radiation effects.

American Psychological Association (APA)

Xu, Yun-Hua& Huang, Lin-Fang& Guo, Rong-Rong& Zhang, Xu-Yang& Zhu, Jia-Ming. 2020. Metrological Analysis of Online Consumption Evaluation Influence Commodity Marketing Decision Based on Data Mining. Mathematical Problems in Engineering،Vol. 2020, no. 2020, pp.1-10.
https://search.emarefa.net/detail/BIM-1202156

Modern Language Association (MLA)

Xu, Yun-Hua…[et al.]. Metrological Analysis of Online Consumption Evaluation Influence Commodity Marketing Decision Based on Data Mining. Mathematical Problems in Engineering No. 2020 (2020), pp.1-10.
https://search.emarefa.net/detail/BIM-1202156

American Medical Association (AMA)

Xu, Yun-Hua& Huang, Lin-Fang& Guo, Rong-Rong& Zhang, Xu-Yang& Zhu, Jia-Ming. Metrological Analysis of Online Consumption Evaluation Influence Commodity Marketing Decision Based on Data Mining. Mathematical Problems in Engineering. 2020. Vol. 2020, no. 2020, pp.1-10.
https://search.emarefa.net/detail/BIM-1202156

Data Type

Journal Articles

Language

English

Notes

Includes bibliographical references

Record ID

BIM-1202156