一种用于数据处理的说理论证方法

An argumentation reasoning approach for data processing

Computers in Industry · 2017
被引 23
ABS 3

中文导读

提出一种基于说理论证的数据处理方法,利用数据共享协议和质量属性来改进数据处理机制,弥补现有方法对这两方面的忽视。

Abstract

Data-intensive environments enable us to capture information and knowledge about the physical surroundings, to optimise our resources, enjoy personalised services and gain unprecedented insights into our lives. However, to obtain these endeavours extracted from the data, this data should be generated, collected and the insight should be exploited. Following an argumentation reasoning approach for data processing and building on the theoretical background of data management, we highlight the importance of data sharing agreements (DSAs) and quality attributes for the proposed data processing mechanism. The proposed approach is taking into account the DSAs and usage policies as well as the quality attributes of the data, which were previously neglected compared to existing methods in the data processing and management field. Previous research provided techniques towards this direction; however, a more intensive research approach for processing techniques should be introduced for the future to enhance the value creation from the data and new strategies should be formed around this data generated daily from various devices and sources.

数据科学数据管理数据质量大数据