Title :
Research and development on data quality assessment management system
Author :
Keting Yin ; Shan Wang ; Zirui Liu ; Qi Yu ; Bo Zhou
Author_Institution :
Sch. of Software Technol., Zhejiang Univ., Ningbo, China
Abstract :
As the consistency prediction of data view in information systems and actual data, data quality is of vital importance to decision making and the development of banking industry. In this paper, we firstly analyze the influence of data quality on the banking industry, and make researches on the current situation of banking industry data quality automated management. Then five evaluation dimensions (completeness, timeliness, validity, consistency and accuracy) of data are investigated, and specific evaluation indexes according to the applications of data in the banking systems are proposed. Based on the research, we design and implement a data quality assessment management system for the banking industry. The assessment system proposed is deployed in a domestic bank and good results have been achieved.
Keywords :
bank data processing; data handling; information systems; research and development; accuracy evaluation dimension; banking industry development; banking systems; completeness evaluation dimension; consistency evaluation dimension; data quality assessment management system; data view consistency prediction; decision making; information systems; research-and-development; timeliness evaluation dimension; validity evaluation dimension; Accuracy; Banking; Educational institutions; Indexes; Quality assessment; Assessment; Data Quality; Dimension;
Conference_Titel :
Systems and Informatics (ICSAI), 2014 2nd International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4799-5457-5
DOI :
10.1109/ICSAI.2014.7009430