Proceedings of the 3rd Annual International Conference on Electronics, Electrical Engineering and Information Science (EEEIS 2017)

Session: Knowledge Discovery and Data Mining

8 articles
Proceedings Article

Extracting Attribute Words for Domain Entity Knowledge Base Construction

Hong-Lin WU, Ruo-Yi ZHOU, Ke WANG
One of the key problems in the construction of the entity attribute knowledge base for natural language understanding lies in domain attribute words acquisition. It is hardly to get these entity attribute word manually. This paper proposed a method of attribute words acquisition, which could acquire...
Proceedings Article

The Game Theory in Development of Internet of Things

Kai MA
The Internet of Things (IOT), "The Third Wave of information industry", has brought more and more people to pay attention to. Within the framework of game theory, this paper analyzes the relationship between consumers and the Internet of Things. The results indicate that the active consumption in the...
Proceedings Article

The Research and Design of Big Data Trading Platform for Entity Business

Qian-Ying ZOU, Lan LUO
An entity business based big data trading platform will be researched and designed against the defects of the traditional large scale business under the environment of big data. The platform will follow five steps: step one, use hardware equipment to collect basic information of the merchants, commodities...
Proceedings Article

Research on Spare Parts Management System of Converter Substation Based on Internet of Things

Jian-Xin GU, Di DAI, Yan-Wen WANG, Hao PENG, Yu-Ting FU
Abstract.In order to make up for the management defects of the spare parts management mode in the converter substation, combining the thinking mode of the internet of things to improve the management mode of spare parts, and realize the management of spare parts and spare parts to further enhance the...
Proceedings Article

A Multilevel Deep Learning Method for Data Fusion and Anomaly Detection of Power Big Data

Dong-Lan LIU, Xin LIU, Hao YU, Wen-Ting WANG, Xiao-Hong ZHAO, Jian-Fei CHEN
With the expansion of the power information network scale, various network threats are also increasing. In order to excavate security threats in power grid by making full use of heterogeneous data sources in power big data, this paper maps heterogeneous data in different formats to a unified embedded...
Proceedings Article

Research on Electric Power Information Systems Network Security Situation Awareness Based on Big Data Technology

Dong-Lan LIU, Dong LI, Lei MA, Xin LIU, Hao YU, Ying-Xian CHANG, Jian-Fei CHEN
With the rapid development of the network scale and its applications, network security threats continue to increase, a single network security protection technology could not meet the requirement. Network security situation awareness can dynamically reflect the overall network security and predict network...
Proceedings Article

Research on Chinese Semantic Role Labeling Based on Ocean Big Data

Lei-Na JIANG, Yun-Tao QIAN, Yan-Jiang SUN
Natural Language Processing has reached the stage of semantic analysis. As a tool for semantic analysis, semantic role labeling (SRL) is becoming more and more important. But the SRL is not specifically applied to the marine field in the past. So this paper is a study of SRL based on ocean big data....
Proceedings Article

Using the HashChain to Improve the Security of the Hadoop

Ying MEI
For the problem of enforcing mandatory access control onthe data nodes in Hadoop, there exists some limitations by analyzing its own the token-based authentication scheme. Therefore, we use the hash chain password method to improve the original authenticationscheme. By analyzing the security, the novel...