The Management of Data Quality Assessment in Big Data Presents a Complex Challenge, Accompanied by Various Issues Related to Data Quality | Chapter 6 | Research Highlights in Mathematics and Computer Science Vol. 8

 The condition for effective utilization and reasoning of big dossier is high-quality data. However, inclusive research and examination of effective belief and appraisal methods for big data are still wanting. This paper aims to provide an overview of dossier quality studies and address the challenges met in the context of big dossier. The proposed dossier quality framework contains measurements, attributes, and files, with a devote effort to something meeting the needs of dossier users. Additionally, a dynamic judgment technique for data status is developed established this framework, which is climbable and flexible to address the challenges associated with considerable data kind appraisal.Maintaining the quality of dossier is crucial for effective in charge in support management. However, the beginnings of big data are enormous and the data systems are complex, frequently leading to issues to a degree errors, inconsistencies, and cry. Data cleansing is a process that involves recognizing and removing aforementioned issues to enhance data feature. There are four approaches to data washing: manual execution, use of specialized operating system, generic data cleansing, and domain-particular data cleaning. Among these approaches, the after second one holds great realistic value and maybe effectively applied.

Author(s) Details:

D. B. Shanmugam,
Department of Computer Applications, SRM Institute of Science and Technology, Ramapuram Campus, Chennai, India.

J. Dhilipan,
Department of Computer Applications, SRM Institute of Science and Technology, Ramapuram Campus, Chennai, India.

T. Prabhu,
Department of Computer Applications, Dr. MGR Educational & Research Institute, Chennai, India.

A. Sivasankari,
Department of Computer Science and Applications, Shanmuga Industries Arts and Science College, Tiruvannamalai, India.

A. Vignesh,
Department of Computer Applications, SRM Institute of Science and Technology, Ramapuram Campus, Chennai, India.

Please see the link here: https://stm.bookpi.org/RHMCS-V8/article/view/10194