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Item #:
97341897
Collective Intelligence in Action (Edition 1) (Paperback)
Item #:
97341897
SLE 1583
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Collective Intelligence in Action is a hands-on guidebook for implementing collective intelligence concepts using Java.
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Product Details
- There's a great deal of wisdom in a crowd, but how do you listen to a thousand people talking at once? Identifying the wants, needs, and knowledge of internet users can be like listening to a mob. In the Web 2.0 era, leveraging the collective power of user contributions, interactions, and feedback is the key to market dominance. A new category of powerful programming techniques lets you discover the patterns, inter-relationships, and individual profiles-the collective intelligence--locked in the data people leave behind as they surf websites, post blogs, and interact with other users. Collective Intelligence in Action is a hands-on guidebook for implementing collective intelligence concepts using Java. It is the first Java-based book to emphasize the underlying algorithms and technical implementation of vital data gathering and mining techniques like analyzing trends, discovering relationships, and making predictions. It provides a pragmatic approach to personalization by combining content-based analysis with collaborative approaches. This book is for Java developers implementing Collective Intelligence in real, high-use applications. Following a running example in which you harvest and use information from blogs, you learn to develop software that you can embed in your own applications. The code examples are immediately reusable and give the Java developer a working collective intelligence toolkit. Along the way, you work with, a number of APIs and open-source toolkits including text analysis and search using Lucene, web-crawling using Nutch, and applying machine learning algorithms using WEKA and the Java Data Mining (JDM) standard. Purchase of the print book comes with an offer of a free PDF, ePub, and Kindle eBook from Manning. Also available is all code from the book.
| Book format | Paperback |
| Fiction/nonfiction | Non-Fiction |
| Genre | Computing & Internet |
| Publication date | October, 2008 |
| Pages | 425 |
| Reading level | General Adult |
| Number in series | 1 |
| Edition | 1 |
| Publisher | Manning |
| Original languages | English |
| Language | English |
| Binding type | Perfect Binding |
| Digital file format | PDF, ePub, Kindle |
| Digital reader format | PDF, ePub, Kindle |
| Digital audio file format | PDF, ePub, Kindle |
| Assembled product height | 9.2 in |
| Assembled product weight | 1.57 lb (710 grams) |
| Bisac subject heading | COM060080 |
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Satnam Alag All Books Editorial Review
Collective Intelligence in Action (Edition 1) (Paperback) is a captivating non-fiction book that explores the intersections of computing and internet technologies while engaging a general adult audience. With its publication date in October 2008, this 425-page book showcases the principles of collective intelligence and its applications in today's digital landscape. Readers appreciate the accessible writing style and comprehensive coverage of the subject. The book is available in various digital formats including PDF, ePub, and Kindle, making it versatile for different reader preferences. Additionally, the perfect binding ensures durability for frequent handling, enhancing the reading experience across multiple formats.
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Pros
- Comprehensive coverage of collective intelligence
- Accessible writing style for general audience
- Available in multiple digital formats
- Durable perfect binding for frequent use
- Focus on practical applications in technology
Cons
- Might be too technical for some casual readers
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Features & Benefits
- Harness the power of user contributions and interactions for market dominance.
- Learn vital data gathering and mining techniques to analyze trends and make predictions.
- First Java-based guide focusing on algorithms and technical implementation.
- Includes reusable code examples for practical application development.
- Combines content-based analysis with collaborative approaches for personalization.
- Offers free PDF, ePub, and Kindle eBook with print purchase.
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