Intelligent Technologies for Web Applications
暫譯: 網頁應用程式的智能技術

Srinivas Sajja, Priti, Akerkar, Rajendra

Intelligent Technologies for Web Applications

商品描述

The Internet has become an integral part of human life, yet the web still utilizes mundane interfaces to the physical world, which makes Internet operations somewhat mechanical, tedious, and less human-oriented. Filling a large void in the literature, Intelligent Technologies for Web Applications 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.

商品描述(中文翻譯)

網際網路已成為人類生活中不可或缺的一部分，然而網頁仍然使用平凡的介面與物理世界互動，這使得網際網路的操作顯得有些機械化、乏味且不夠以人為本。填補文獻中的一個重大空白，網頁應用的智能技術 是首批專注於為初學者和研究人員提供網頁智能領域基本和進階指導的書籍之一。

本書涵蓋來自多個研究領域的技術，包括：

- 自然語言處理
- 資訊擷取、檢索和過濾
- 知識表示與管理
- 機器學習
- 資料庫
- 數據、網頁和文本挖掘
- 人機互動
- 語意網技術

為了開發有效且智能的網頁應用和服務，透過分析大量內容、隱藏的內容結構或網頁數據資源的使用模式來發現有用的知識是至關重要的。本書旨在改善和強化該領域的問題解決方法，深入探討人工智慧（AI）與網頁技術的混合，以幫助簡化複雜的網頁操作。它向讀者介紹網頁智能技術的最新發展，並教導如何應用這些技術來開發下一代智能網頁應用。

本書展示了項目、案例研究和創新想法，讀者可以將其獨立探索作為獨立的研究項目。這些材料通過包括基本工具、研究方向、實踐問題和額外閱讀，促進了對書中內容的實驗。

作者簡介



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

作者簡介(中文翻譯)



Priti Srinivas Sajja 於1994年加入印度薩達爾·帕特爾大學計算機科學系，現任副教授。她於1993年獲得計算機科學碩士學位，並於2000年獲得博士學位，均來自薩達爾·帕特爾大學。她的研究興趣包括知識基礎系統、軟計算、多代理系統和軟體工程。她在書籍、書籍章節、期刊以及國內外會議論文集中發表了超過100篇論文，其中四篇獲得最佳研究論文獎。她是《Knowledge-Based Systems》的共同作者，並指導七名博士研究生的研究工作。她是由印度UGC資助的一個重大研究項目的首席研究員，並擔任多本國際科學期刊的編輯委員會成員，還曾擔任多個國際會議的程序委員會成員。





Rajendra Akerkar 是挪威西挪威研究所（Vestlandsforsking）的教授/高級研究員。他的研究和教學經驗超過20年，涵蓋亞洲、歐洲和北美的不同大學。作為創始人，他在確保技術數學研究基金會（TMRF）為印度的研究提供平台方面發揮了重要作用。在他的領導下，TMRF已成為全球研究社群中知名的組織之一。他目前的研究議程主要集中在學習和語言——人類如何運作以及如何在機器中複製這些過程。他於1990年獲得DAAD獎學金，並於1997年獲得印度科學與技術部頒發的BOYSCASTS青年科學家獎。他是International Journal of Computer Science & Applications的主編，以及International Journal of Metadata, Ontologies and Semantics的副編輯。他是

類似商品

最後瀏覽商品 (20)