The development of data quality audit system
การพัฒนาระบบตรวจสอบคุณภาพข้อมูล
by Sakda Loetpipatwanich; ศักดา เลิศพิพัฒน์วาณิชย์; Preecha Vichitthamaros; ปรีชา วิจิตรธรรมรส; National Institute of Development Administration. School of Applied Statistics
Title: | The development of data quality audit system การพัฒนาระบบตรวจสอบคุณภาพข้อมูล |
Contributor(s): | National Institute of Development Administration. School of Applied Statistics |
Advisor: | Preecha Vichitthamaros
ปรีชา วิจิตรธรรมรส |
Issued date: | 7/1/2022 |
Publisher: | National Institute of Development Administration |
Abstract: |
There is much research in the last decade, but researchers have continued to study solutions to the problem of poor data quality but have not been able to deal with it. Due to the leap in information technology advancement causing the transition of the traditional data age to the age of Big Data where information comes from a variety of sources, various types, and there are enormous numbers. This change made data quality management more difficult and complex which cause a lot of labor and time. It also requires knowledge and understanding in examining the quality of information. As a result, data quality checks are often ignored until causing various negative effects afterward.
The replacement of labor in data quality auditing by using a computerized system is another option to reduce the labor and complexity of performing data quality checks. Therefore, this research has the concept of designing and developing an information quality auditing system. It was developed using Python, the most widely used programming language in engineering today. The results of the satisfaction survey on the system showed that the users were satisfied because the system can greatly reduce the time spent on data quality checks and also improves the quality of work even further |
Description: |
Master of Science (Applied Statistics) (M.S.(Applied Statistics)) |
Keyword(s): | คุณภาพข้อมูล ระบบตรวจสอบ วิเคราะห์ข้อมูล
data quality auditing data analysis |
Type: | Thesis วิทยานิพนธ์ |
Language: | th |
Rights: | National Institute of Development Administration |
URI: | https://repository.nida.ac.th/handle/662723737/5693 |
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