Intelligent Technologies for Web Applications

ISBN-13: 9780367381363 / Angielski / Miękka / 2019 / 367 str.

Priti Srinivas Sajja; Rajendra Akerkar

Opis

This reference presents both fundamental and advanced topics and related to Web operations. Using an integrated approach, the authors describe the basics as well as latest trends in the area. They cover agent-based Web, wrapper induction, Web mining, information retrieval, Web knowledge management, and social networks. The text includes a host of examples and over 100 illustrations that clarify complex material. It also contains many bibliographical notes, end-of-chapter exercises, glossaries, and practice questions with solutions/hints.

Spis treści

Part I: Introduction to the Web, machine learning, new AI techniques, and web intelligence

Introduction to World Wide Web. Machine learning concepts. Overview of constituents for the new artificial intelligence. Web intelligence.

Part II: Information retrieval, mining, and extraction of content from the Web

Web information retrieval. Web mining. Structured data extraction.

Part III: Semantic web and web knowledge management

Semantic web. Web knowledge management. Social network intelligence.

Part IV: Agent-based web, security issues, and human–computer interaction

Agent-based web. Web security. Human–web interactions.

O autorze

Priti Srinivas Sajja joined the faculty of the Department of Computer Science, Sardar Patel University, India in 1994 and presently works as an Associate Professor. She received her M.S. (1993) and Ph.D (2000) in Computer Science from the Sardar Patel University. Her research interests include knowledge-based systems, soft computing, multiagent systems, and software engineering. She has more than 100 publications in books, book chapters, journals, and in the proceedings of national and international conferences. Four of her publications have won best research paper awards. She is co-author of 'Knowledge-Based Systems'. She is supervising work of seven doctoral research students. She is Principal Investigator of a major research project funded by UGC, India. She is serving as a member in editorial board of many international science journals and served as program committee member for various international conferences.

Rajendra Akerkar is a professor/senior researcher at the Western Norway Research Institute (Vestlandsforsking), Norway. His research and teaching experience includes over 20 years in the Academia spanning different universities in Asia, Europe and North America. As founder, he is instrumental in ensuring that the Technomathematics Research Foundation (TMRF) lends a platform for research in India. Under his leadership, TMRF has become one of the well-known organizations amongst the research community worldwide. His current research agenda basically concentrates on learning and language - how each works in the human and how they can be replicated in a machine. He received DAAD fellowship in 1990 and also awarded prestigious BOYSCASTS Young Scientist award of Department of Science & Technology, Government of India, in 1997. He is an Editor-in-Chief of International Journal of Computer Science & Applications, and Associate Editor of International Journal of Metadata, Ontologies and Semantics. He is