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Data Mining: Technologies, Techniques, Tools, and Trends, by Bhavani Thuraisingham
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Focusing on a data-centric perspective, this book provides a complete overview of data mining: its uses, methods, current technologies, commercial products, and future challenges.
Three parts divide Data Mining:
This self-contained book also contains two appendices providing exceptional information on technologies, such as data management, and artificial intelligence.
Is there a need for mining? Do you have the right tools? Do you have the people to do the work? Do you have sufficient funds allocated to the project? All these answers must be answered before embarking on a project. Data Mining provides singular guidance on appropriate applications for specific techniques as well as thoroughly assesses valuable product information.
- Sales Rank: #4841531 in Books
- Brand: Brand: CRC Press
- Published on: 1998-12-18
- Original language: English
- Number of items: 1
- Dimensions: 9.21" h x .69" w x 6.14" l, 1.29 pounds
- Binding: Hardcover
- 288 pages
- Used Book in Good Condition
Review
"Reading Data Mining by Bhavani Thuraisingham is a poignant experiencemasterful and readable summary of her fielda profound overview of an important domain of human knowledgea memorable opus." -Dr. Dobb's Journal "a comprehensive overview of data mining on almost all aspectsthis book is a good introductory material, especially helpful to business managers and project leaders who want to profit from the goldmine of data mining" -Zhi-Hua Zhou, Journal of Computing and Information Technology, CIT 9, 2001 "Focusing on a data-centric perspective, this book provides a comprehensive overview of data mining on almost all aspects, including its basic concepts, current technologies, popular techniques, commercial products, and future challenges." -Bojan Zdrnja, Journal of Computing and Information Technology, CIT 9, 2001
About the Author
and Bhavani Thuraisingham is Head of the Data and Information Management Department at the MITRE Corporation.
Most helpful customer reviews
0 of 0 people found the following review helpful.
16 year old book still very relevant today due to data privacy issues being debated.
By XYZ6000
This book address several important topics at a high level. What I am most impressed about this book is that the author discussed privacy issues due to data mining as early as 1998 well before the Total Information Awareness program by DARPA and the NSA spying by Snowden. The author described the pros and cons - the importance of data mining for many applications and the challenge is how can we maintain privacy. No wonder Dr. Dobbs calls this book to be inspirational and motivational. While the book may not be technically relevant 16 years later, the ideas are thought provoking and extremely futuristic.
0 of 0 people found the following review helpful.
Fascinating Book
By A Customer
As a lawyer I found this book fascinating. I have been a child's advocate since my postgraduate studies at the University of Cambridge over a decade ago, and have read of Dr. Thuraisingham's work on applying data mining for protecting children from inappropriate content on the Internet. This work got me very interested in the subject and I wanted to know more about data mining. Dr. Thuraisingham's book provided me with an excellent introduction to the field. I was especially interested in the chapter on security and privacy aspects of data mining. The potential consequences are very intriguing. It will be interesting to see the policies and procedures that could result from data mining, security and privacy. I thoroughly enjoyed reading all of the chapters on data mining trends. For example, the chapter on distributed data mining showed that people living in different countries could collaboratively carry out mining and extract patterns. There could be interesting legal implications. The chapter on multimedia data mining offered insights into mining newspaper articles, law reviews and pictures. The chapter on mining the web enlightened me on the potential goldmine that is out there on the Internet. It appears that while data mining tools may be essential for finding patterns, we simply cannot forget about security and privacy. I am now very motivated to read more about this topic and learn all the latest developments related to data mining and privacy.
3 of 4 people found the following review helpful.
Enlightening and Enjoyable Reading
By Trevor
I thoroughly enjoyed reading this book. It is very well written and easy to understand. Dr. Thuraisingham separates the book into three parts. Part 1 gives an overview of data mining technologies. The relationships between data management, data mining and data warehousing are clearly explained. Part 2 starts with an excellent overview of the process of data mining with many real-world examples. My only issue with this book is about chapter 7. While the author tries to explain many data mining techniques, perhaps she could have used a case study or a scenario to illustrate these techniques. Part 3 is the best part of this book. Dr. Thuraisingham explains mining distributed data as well as multimedia data. These are some of the current trends and I look forward to learning more about these topics in the future. I found the two chapters on web mining and security very enlightening. The author describes the advantages of data mining as well as discusses the potential problems with it. This balanced view point is rare to find in many of my other readings on data mining as of yet. I must say that while this book is clearly not for an expert in data mining, it is certainly one of the best in the field for a novice. It is indeed remarkable that someone as eminent as Dr. Thuraisingham, with several prominent research papers to her credit in secure data management, to have produced such an easy-to-understand book in data mining.
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