"Intelligent Technologies for Web Applications" by Priti Srinivas, SajjaRajendra Akerkar

This is one of the first books to focus on providing vital fundamental and advanced guidance in the area of Web intelligence for beginners and researchers.

The book covers techniques from diverse areas of research, including:
Natural language processing
Information extraction, retrieval, and filtering
Knowledge representation and management
Machine learning
Databases
Data, web, and text mining
Human–computer interaction
Semantic web technologies

To develop effective and intelligent web applications and services, it is critical to discover useful knowledge through analyzing large amounts of content, hidden content structures, or usage patterns of web data resources. Intended to improve and reinforce problem-solving methods in this area, this book delves into the hybridization of artificial intelligence (AI) and web technologies to help simplify complex Web operations. It introduces readers 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 applications.
The book lays out presented projects, case studies, and innovative ideas, which readers can explore independently as standalone research projects. This material facilitates experimentation with the book's content by including fundamental tools, research directions, practice questions, and additional reading.

Contents
Preface
Authors
Part I: Introduction to the Web, machine learning, new Al techniques, and web intelligence
1 - Introduction to World Wide Web
2 - Machine learning concepts
3 - Overview of constituents for the new artificial intelligence
4 - Web intelligence
Part II: Information retrieval, mining, and extraction of content from the Web
5 - Web information retrieval
6 - Web mining
7 - Structured data extraction
Part III: Semantic web and web knowledge management
8 - Semantic web
9 - Web knowledge management
10 - Social network intelligence
Part IV: Agent-based web, security issues, and human-computer interaction
11 - Agent-based web
12 - Web security
13 - Human-web interactions