Intelligent Technologies for Web Applications (Hardcover)

Priti Srinivas Sajja, Rajendra Akerkar

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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.

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,然而網絡仍然使用與物理世界相關的平凡界面,使得網絡操作有些機械、乏味且缺乏人性化。填補了文獻中的一個巨大空白,《智能網絡應用技術》是第一本專注於為初學者和研究人員提供在網絡智能領域的重要基礎和高級指導的書籍之一。

涵蓋了來自不同研究領域的技術,包括:

- 自然語言處理
- 信息提取、檢索和過濾
- 知識表示和管理
- 機器學習
- 數據庫
- 數據、網絡和文本挖掘
- 人機交互
- 語義網絡技術

要開發有效和智能的網絡應用和服務,通過分析大量內容、隱藏的內容結構或網絡數據資源的使用模式來發現有用的知識至關重要。本書旨在改進和加強這一領域的問題解決方法,深入探討了人工智能(AI)和網絡技術的混合化,以幫助簡化複雜的網絡操作。它向讀者介紹了網絡智能技術的最新發展,並教授如何應用這些技術來開發下一代智能網絡應用。

本書提供了展示的項目、案例研究和創新思想,讀者可以獨立地探索這些內容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、練習問題和額外閱讀來促進對本書內容的實驗。