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Intelligent Java Applications for the Internet & Intranets with CDROM [Englisch] [Taschenbuch]

Mark Watson , Watson
2.8 von 5 Sternen  Alle Rezensionen anzeigen (4 Kundenrezensionen)

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Produktinformation

  • Taschenbuch: 377 Seiten
  • Verlag: Morgan Kaufmann Publishers In; Auflage: Pap/Cdr (Mai 1997)
  • Sprache: Englisch
  • ISBN-10: 1558604200
  • ISBN-13: 978-1558604209
  • Größe und/oder Gewicht: 23,4 x 18,8 x 2,5 cm
  • Durchschnittliche Kundenbewertung: 2.8 von 5 Sternen  Alle Rezensionen anzeigen (4 Kundenrezensionen)
  • Amazon Bestseller-Rang: Nr. 2.221.754 in Englische Bücher (Siehe Top 100 in Englische Bücher)
  • Komplettes Inhaltsverzeichnis ansehen

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Mark Watson
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Produktbeschreibungen

Amazon.com

The title of this impressive book is somewhat oblique. What the author really offers is an introduction to artificial intelligence (AI) programming using examples that also teach you Java. Watson begins with a short introduction to artificial intelligence, dividing AI systems into two major categories: symbol-processing systems and neural networks. Examples of each are amply covered in the course of the book.

The first section describes the development of the Java class libraries that will serve as building blocks when you construct your applications. These libraries include a portable user interface class, flexible frame data structures, and neural-network and genetic-algorithm simulation classes. Chapters on natural language processing and AI agents show you how to use these techniques to automate tasks such as e-mail processing and gathering information from the Web.

Once you've created these basic tools, Watson shows you how to use them to build applications. His examples include a scrolling arcade game, a real-time handwriting recognition program, a distributed natural language processing system that can answer questions about history, and a Java-based data collection agent for the Internet. The author assumes that you know Java programming basics, although he provides a short tutorial in an appendix that will be helpful if you're coming to Java from C or C++. The bundled CD-ROM contains the source code for all projects in the book.

Kurzbeschreibung

Internet tools and applications frequently use artificial intelligence (AI) techniques to enable special features and reduce development time. This book allows you to apply these powerful AI design techniques to your Java programming. Focusing on intelligent systems, it provides the introductory AI material that Java programmers need to create Internet and Intranet applications including on-line games, search tools, and data collection tools. A variety of detailed examples are provided to illustrate how these applications are used in real-world software projects, and to guide you in developing applications of your own. AI concepts are explained in detail making the book accessible to any Java programmer. An accompanying CD-ROM lets readers experiment with source code for the Java classes developed in the book. The CD-ROM includes many immediately useful Java class libraries and four complete applications that use the Java class libraries. Complete example programs cover a range of applications including an arcade style game, a handwriting recognition system, a system that answers questions about ancient history, and an information retrieval application.

In diesem Buch (Mehr dazu)
Einleitungssatz
This chapter provides a brief history of artificial intelligence (AI) research and a short discussion of several interesting AI projects. Lesen Sie die erste Seite
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1 von 1 Kunden fanden die folgende Rezension hilfreich
a bluff 6. Januar 2000
Von R. Lopez
Format:Taschenbuch
a bluff

It shoulnd't take that much plain common sense for the author to understand that he could have done a decent job updating the code contained in the book, and tat its installation work. I wonder what is the big deal about royalties and stuff the author mentioned in relation to it.

Apparently this book was out of press 1997. On page 343 "Using the CD-ROM" the author claims to have tested the code using the JDK 1.0 (really) and JDK 1.1. THe author also claims to keep code updates on his Web site, but then when you go there you find that, as he adjectively specifies, "some" code has been updated for Java 1.2 and Java 1.3, along with some poetic remarks like "code which age will be noticed" or something like that.

I even pondered about cleaning myself the whole code and sending it to the author, but it is not really worthy, you can find better Java code online about almost each of the chapters. There were only some stuff regarding wand writing mapping that you could go over in a Barnes and Nobel session.

If you are into the AI thing, read the procedings and specialized books. I think, and I am highly interested in the topic from a semiotic perspective myself, AI, is sort of science fiction, hype, ..., it hasn't evoled into something sensical yet. Big blue beating Kasparov isn't AI yet. Right on the first page of the introduction the author says that one of the problems AI tries to solve is the generation of " Creative thoughts exemplified by new and remarkable theorems in MAthematics... and novel theories in other sciences ..."

Sir, this is a core semantic problem not a sintactic one, you operate machines, design models, transmit data, etc. on a sintactic level by means of a physical carrier. I wonder what you are talking about there.

I returned the book whithin hours thinking, "If the author would at least have taken care of the code?"

War diese Rezension für Sie hilfreich?
Von Ein Kunde
Format:Taschenbuch
"Intelligent Java Applications" was my first introduction to neural networks and AI in general, when I bought the book a couple of years ago. It took an undergraduate neural modeling class at an Ivy League university before I appreciated what a lousy introduction to neural networks this book actually is. Watson glosses over all of the theoretical basis of neural networks, and does an inadequate job of explaining just what a neural network is and how it works. The author could have easily explained (in a paragraph) what a linear associator is, before launching into the more convoluted, multiple-layer back-prop algorithm that is presented in the book. If you want a real book on neural networks (along with neurophysiological, theoretical, and historical developments), I highly recommend "Introduction to Neural Networks" by James Anderson.

Watson also wastes paper by baby-stepping the reader through some useless GUI and networking packages that makes his code presentable (when run) but much more difficult to decipher. A useful AI tutorial would not be so tied to a specific language. Alas, I have a feeling that the Java reference, as well as the "For the Internet and Intranets" subtitle was a clever bait-and-switch tactic to sell more copies of this book. If you're interested in the function of AI rather than the theory (if, suppose, you're progamming a game), then this book might be useful. But I have a feeling that better resources exist if this is your avenue of interest.

I have not, as of yet, done much course-based or indepenent research on expert systems, genetic algorithms, character recognition, natural language processing, or any of the other topics that are covered in this book. But I have a feeling that, if I do, I'll find the rest of Watson's material similarly lacking.

War diese Rezension für Sie hilfreich?
Format:Taschenbuch
Intelligent Java Applications for the Internet and Intranets is a fascinating book, dealing with the subject of artificial intelligence (AI). Watson covers both the theory of artificial intelligence techniques, and gives practical source code to demonstrate its application. He provides readers with a complete set of packages for implementing specific AI techniques in their own applications, and spends a substantial portion of the book giving real-world examples, such as a handwriting recognition application, a natural language parsing system that answers questions about ancient history, and an application that can retrieve information from web sites or access email from a POP mailbox.

This book gives clear explanations of the theory behind the AI techniques the author discusses, as well as object diagrams in Booch notation showing each of the major classes. It is an excellent book for learning more about artificial intelligence techniques, and for learning how to apply these techniques in real world applications. It also provides readers with plenty of sample Java source code to examine, and some great applications that demonstrate the packages supplied by the author.

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