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Xiaoling Shu Knowledge Discovery in the Social Sciences (Paperback)
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eBay item number:235212359200
Item specifics
- Condition
- Brand New: A new, unread, unused book in perfect condition with no missing or damaged pages. See all condition definitionsopens in a new window or tab
- Book Title
- Knowledge Discovery in the Social Sciences : a Data Mining Approach
- Publication Name
- Knowledge Discovery in the Social Sciences
- Title
- Knowledge Discovery in the Social Sciences
- Subtitle
- A Data Mining Approach
- Format
- Trade Paperback
- ISBN-10
- 0520292308
- EAN
- 9780520292307
- ISBN
- 9780520292307
- Publisher
- University of California Press
- Genre
- Computers, Social Science
- Topic
- Methodology, General, Research, Databases / Data Mining
- Release Date
- 04/02/2020
- Release Year
- 2020
- Language
- English
- Country/Region of Manufacture
- US
- Item Height
- 0.8 in
- Item Length
- 10 in
- Item Width
- 7 in
- Item Weight
- 20.8 Oz
- Publication Year
- 2020
- Illustrator
- Yes
- Number of Pages
- 264 Pages
About this product
Product Information
Knowledge Discovery in the Social Sciences helps readers find valid, meaningful, and useful information. It is written for researchers and data analysts as well as students who have no prior experience in statistics or computer science. Suitable for a variety of classes--including upper-division courses for undergraduates, introductory courses for graduate students, and courses in data management and advanced statistical methods--the book guides readers in the application of data mining techniques and illustrates the significance of newly discovered knowledge. Readers will learn to: - appreciate the role of data mining in scientific research - develop an understanding of fundamental concepts of data mining and knowledge discovery - use software to carry out data mining tasks - select and assess appropriate models to ensure findings are valid and meaningful - develop basic skills in data preparation, data mining, model selection, and validation - apply concepts with end-of-chapter exercises and review summaries
Product Identifiers
Publisher
University of California Press
ISBN-10
0520292308
ISBN-13
9780520292307
eBay Product ID (ePID)
16038280627
Product Key Features
Book Title
Knowledge Discovery in the Social Sciences : a Data Mining Approach
Format
Trade Paperback
Language
English
Topic
Methodology, General, Research, Databases / Data Mining
Publication Year
2020
Illustrator
Yes
Genre
Computers, Social Science
Number of Pages
264 Pages
Dimensions
Item Length
10 in
Item Height
0.8 in
Item Width
7 in
Item Weight
20.8 Oz
Additional Product Features
Lc Classification Number
H61.3.S49 2020
Table of Content
PART I. KNOWLEDGE DISCOVERY AND DATA MINING IN SOCIAL SCIENCE RESEARCH Chapter 1. Introduction Chapter 2. New Contributions and Challenges PART II. DATA PREPROCESSING Chapter 3. Data Issues Chapter 4. Data Visualization PART III. MODEL ASSESSMENT Chapter 5. Assessment of Models PART IV. DATA MINING: UNSUPERVISED LEARNING Chapter 6. Cluster Analysis Chapter 7. Associations PART V. DATA MINING: SUPERVISED LEARNING Chapter 8. Generalized Regression Chapter 9. Classification and Decision Trees Chapter 10. Artificial Neural Networks PART VI. DATA MINING: TEXT DATA AND NETWORK DATA Chapter 11. Web Mining and Text Mining Chapter 12. Network or Link Analysis Index
Copyright Date
2020
Lccn
2019-024334
Dewey Decimal
300.285/6312
Dewey Edition
23
Item description from the seller
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eBay item number:235212359200
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