Veracity of Big Data Machine Learning and Other Approaches to Verifying Truthfulness /

• Main Author: Pendyala, Vishnu (Author, http://id.loc.gov/vocabulary/relators/aut)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Berkeley, CA : Apress : Imprint: Apress, 2018.
• Edition: 1st ed. 2018.
• Subjects: Big data.; Artificial intelligence.; Big Data.; Artificial Intelligence.

Examine the problem of maintaining the quality of big data and discover novel solutions. You will learn the four V's of big data, including veracity, and study the problem from various angles. The solutions discussed are drawn from diverse areas of engineering and math, including machine learni...

Table of Contents:

• 1 The Big Data Phenomenon
• 2 Veracity of Web Information
• 3 Approaches to Big Data Veracity
• 4 Change Detection Techniques
• 5 Machine Learning Algorithms
• 6 Formal Methods and Knowledge Representation
• 7 Medley of More Methods
• 8 The Future: Blockchain and Beyond.-.