![](/images/graphics-bg.png)
Big Data Market Optimization Pricing Model Based on Data Quality
Joint Authors
Yang, Jian
Zhao, Chongchong
Xing, Chunxiao
Source
Issue
Vol. 2019, Issue 2019 (31 Dec. 2019), pp.1-10, 10 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2019-04-23
Country of Publication
Egypt
No. of Pages
10
Main Subjects
Abstract EN
In recent years, data has become a special kind of information commodity and promoted the development of information commodity economy through distribution.
With the development of big data, the data market emerged and provided convenience for data transactions.
However, the issues of optimal pricing and data quality allocation in the big data market have not been fully studied yet.
In this paper, we proposed a big data market pricing model based on data quality.
We first analyzed the dimensional indicators that affect data quality, and a linear evaluation model was established.
Then, from the perspective of data science, we analyzed the impact of quality level on big data analysis (i.e., machine learning algorithms) and defined the utility function of data quality.
The experimental results in real data sets have shown the applicability of the proposed quality utility function.
In addition, we formulated the profit maximization problem and gave theoretical analysis.
Finally, the data market can maximize profits through the proposed model illustrated with numerical examples.
American Psychological Association (APA)
Yang, Jian& Zhao, Chongchong& Xing, Chunxiao. 2019. Big Data Market Optimization Pricing Model Based on Data Quality. Complexity،Vol. 2019, no. 2019, pp.1-10.
https://search.emarefa.net/detail/BIM-1132279
Modern Language Association (MLA)
Yang, Jian…[et al.]. Big Data Market Optimization Pricing Model Based on Data Quality. Complexity No. 2019 (2019), pp.1-10.
https://search.emarefa.net/detail/BIM-1132279
American Medical Association (AMA)
Yang, Jian& Zhao, Chongchong& Xing, Chunxiao. Big Data Market Optimization Pricing Model Based on Data Quality. Complexity. 2019. Vol. 2019, no. 2019, pp.1-10.
https://search.emarefa.net/detail/BIM-1132279
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1132279