The World Wide Web has become an extremely popular way of publishing and distributing electronic resources. Though the Web is rich with information, collecting and making sense of this data is difficult because it is rather unorganized. Building an Intelligent Web introduces students and professionals to the state-of-the art development of Web Intelligence techniques and teaches how to apply these techniques to develop the next generation of intelligent Web sites. Each chapter contains theoretical bases, which are also illustrated with the help of simple numeric examples, followed by practical implementation. Students will find Building an Intelligent Web to be an active and exciting introduction to advanced Web mining topics. Topics covered include Web Intelligence, Information Retrieval, Semantic Web, Classification and Association Rules, SQL, Database Theory, Applications to e-commerce and Bioinformatics, Clustering, Modeling Web Topology, and much more!

The World Wide Web has become an extremely popular way of publishing and distributing electronic resources. Though the Web is rich with information, collecting and making sense of this data is difficult because it is rather unorganized. Building an Intelligent Web introduces students and professionals to the state-of-the art development of Web Intelligence techniques and teaches how to apply these techniques to develop the next generation of intelligent Web sites. Each chapter contains theoretical bases, which are also illustrated with the help of simple numeric examples, followed by practical implementation. Students will find Building an Intelligent Web to be an active and exciting introduction to advanced Web mining topics. Topics covered include Web Intelligence, Information Retrieval, Semantic Web, Classification and Association Rules, SQL, Database Theory, Applications to e-commerce and Bioinformatics, Clustering, Modeling Web Topology, and much more!

Special Features: Learning Elements:· How to create recommendations just like those on Netflix and Amazon· How to implement Google's Pagerank algorithm· How to discover matches on social-networking sites· How to organize the discussions on your favorite news group· How to select topics of interest from shared bookmarks· How to leverage user clicks· How to categorize emails based on their content· How to build applications that do targeted advertising· How to implement fraud detection About The Book: Algorithms of the Intelligent Web is an example-driven blueprint for creating applications that collect, analyze, and act on the massive quantities of data users leave in their wake as they use the web. You'll learn how to build Amazon- and Netflix-style recommendation engines, and how the same techniques apply to people matches on social-networking sites. See how click-trace analysis can result in smarter ad rotations. With a plethora of examples and extensive detail, this book shows you how to build Web 2.0 applications that are as smart as your users.

Presents the latest techniques for analyzing and extracting information from large amounts of data in high-dimensional data spaces The revised and updated third edition of Data Mining contains in one volume an introduction to a systematic approach to the analysis of large data sets that integrates results from disciplines such as statistics, artificial intelligence, data bases, pattern recognition, and computer visualization. Advances in deep learning technology have opened an entire new spectrum of applications. The author—a noted expert on the topic—explains the basic concepts, models, and methodologies that have been developed in recent years. This new edition introduces and expands on many topics, as well as providing revised sections on software tools and data mining applications. Additional changes include an updated list of references for further study, and an extended list of problems and questions that relate to each chapter.This third edition presents new and expanded information that: • Explores big data and cloud computing • Examines deep learning • Includes information on convolutional neural networks (CNN) • Offers reinforcement learning • Contains semi-supervised learning and S3VM • Reviews model evaluation for unbalanced data Written for graduate students in computer science, computer engineers, and computer information systems professionals, the updated third edition of Data Mining continues to provide an essential guide to the basic principles of the technology and the most recent developments in the field.

Surveillance Technologies and Early Warning Systems: Data Mining Applications for Risk Detection has never been more important, as the research this book presents an alternative to conventional surveillance and risk assessment. This book is a multidisciplinary excursion comprised of data mining, early warning systems, information technologies and risk management and explores the intersection of these components in problematic domains. It offers the ability to apply the most modern techniques to age old problems allowing for increased effectiveness in the response to future, eminent, and present risk.

Web Programming and Internet Technologies: An E-Commerce Approach is written for the one-term web programming course for first or second year students. I features a hands-on learning approach where students are provided with information on a need to know basis. The text provides a running case study throughout, and students then take the topics taught in each chapter and apply them to the development of an e-commerce website. At the end of the text students will have a fully functional e-commerce site!

Today's Web programmers are required to understand and use the tools and skills for both client and server-side programming. Web Programming and Internet Technologies: An E-Commerce Approach provides an accessible, comprehensive introduction to creating fully functioning websites with e-commerce capabilities. Ideal for the one-term course, or as a self-learning guide for professionals, the authors weave a continuing case study of a real-world commercial enterprise throughout the text that gradually grows in sophistication. Introductory chapters ask readers to create a simple website that uses the basic features of XHTML. Readers will continue to modify and expand their early work, creating a centralized mechanism for changing the look and feel of the site via cascading style sheets, and incorporating JavaScript, PHP, MySQL, and much more. A CD-ROM is included with every new printed copy of the text and includes complete and pre-tested XHTML and CSS markup for all web pages discussed, as well as all associated JavaScript and PHP scripts, and the data for setting up the MySQL database. With its hands-on, active-learning approach, students using this new full-color text will see, and experience first-hand, the many levels and capabilities of programming for the world wide web. Key Features: -Based on a real business model, this text provides a comprehensive introduction to all aspects of creating a complete website with e-commerce capabilities. -Uses a project-based approach that asks readers to develop a website whose functionality will parallel that of the real-world case study in the text. -Includes examples and screen shots of real websites throughout for readers to reference. -Presents and utilizes maintstream and relevant open-source and widely used technologies: XHTML, CSS, JavaScript, PHP, MySQL, XML, and more. -Every chapter concludes with a collection of activities to assure the reader has a full understanding of the chapter material. These activities include: quick questions to test the readers basic knowledge of the content; short exercises to improve basic understanding; 'exercises on the parallel project' that guide the reader through creating his/her own fully functional commercial website; a section titled 'What Else You May Want or Need to Know', containing additional information relevant to the chapter; and finally, a reference section with links to websites for further details and explanations of the topics covered in the chapter. -The accompanying CD-ROM contains complete and pre-tested XHTML and CSS markup for all web pages discussed in teh text, as well as all associated JavaScript and PHP scripts, and the data for setting up the MySQL database (eBook version doe not include the CD-ROM).