Proceedings of the 2015 International Conference on Automation, Mechanical Control and Computational Engineering

Application of the massive data precision classification in e-commerce based on big data

Authors
Ting Li
Corresponding Author
Ting Li
Available Online April 2015.
DOI
https://doi.org/10.2991/amcce-15.2015.217How to use a DOI?
Keywords
big data; data classification; recommendation system; relational decision-making tree;
Abstract
Accurate classification of massive data in the field of electronic commerce, can service consumers to the greatest degree. The variety and quantity of goods fast growth make a large number of useful products information would be submerged in massive data. The traditional electronic commerce data classification system applied in the user data validation, is affected by massive information, to make data validation process time-consuming and low efficiency. The massive data precision classification system of electronic commerce based on big data is proposed. Large amounts of data is made big data relational decision-making calculation, to get the relevance between all data. Based on the above data relevance, the relational decision-making tree is established, to obtain user’s interest data recommended goal. The experimental results show that, by using the improved algorithm for the user massive interest data classification in electronic commerce, can effectively reduce the time to confirm the user interest commodity information data, ensure data quality to meet the requirement of electronic commerce.
Open Access
This is an open access article distributed under the CC BY-NC license.

Download article (PDF)

Proceedings
2015 International Conference on Automation, Mechanical Control and Computational Engineering
Part of series
Advances in Intelligent Systems Research
Publication Date
April 2015
ISBN
978-94-62520-64-6
ISSN
1951-6851
DOI
https://doi.org/10.2991/amcce-15.2015.217How to use a DOI?
Open Access
This is an open access article distributed under the CC BY-NC license.

Cite this article

TY  - CONF
AU  - Ting Li
PY  - 2015/04
DA  - 2015/04
TI  - Application of the massive data precision classification in e-commerce based on big data
BT  - 2015 International Conference on Automation, Mechanical Control and Computational Engineering
PB  - Atlantis Press
SN  - 1951-6851
UR  - https://doi.org/10.2991/amcce-15.2015.217
DO  - https://doi.org/10.2991/amcce-15.2015.217
ID  - Li2015/04
ER  -