Internet-Based Intelligent Information Processing Systems.
Title:
Internet-Based Intelligent Information Processing Systems.
Author:
Howlett, R. J.
ISBN:
9789812795342
Personal Author:
Physical Description:
1 online resource (442 pages)
Series:
Series on Innovative Intelligence ; v.3
Series on Innovative Intelligence
Contents:
Contents -- Foreword -- Preface -- Chapter 1. A review of search and resource discovery techniques in peer-to-peer networks -- 1 Introduction -- 2 Search in peer-to-peer systems -- 3 Classification of distributed search methods -- 3.1 Content-agnostic search -- 3.2 Content-based search -- 3.3 Learning and self-organization strategies -- 4 JXTA search -- 5 A network of JXTA search hubs -- 5.1 Advertisement registration -- 5.2 Query resolution -- 5.3 Advantages of the JXTA search architecture network -- 6 Conclusion -- References -- Chapter 2. Adaptive content mapping for Internet navigation -- 1 Introduction -- 2 Standard information retrieval methods -- 2.1 Keyword search -- 2.2 Recall enhancers -- 2.3 Using meta information -- 2.4 Classification trees -- 2.5 Indexing -- 2.6 Vector space models -- 2.7 Similarity measures -- 3 Adaptive content mapping -- 3.1 Automatic classification by clustering -- 3.2 Adaptive hierarchical classification -- 3.3 Local adaptation -- 4 Intuitive navigation -- 4.1 Hierarchical navigation and the zoomable user interface -- 4.2 Similarity based visualization -- 5 The HADES system -- 5.1 Specifications -- 5.2 The adaptation mechanisms -- 5.3 Intuitive navigation -- 5.4 Implementation issues -- 6 Discussion and outlook -- References -- Chapter 3. Flexible queries to XML information -- 1 A concise introduction to XML -- 1.1 Dealing with heterogeneous not validated XML data -- 2 The problem of flexible queries -- 2.1 XML query languages and flexible search -- 2.2 The role of text retrieval techniques -- 3 The ApproXML approach: an outline -- 4 The ApproXML approach in detail -- 4.1 Weight computation -- 5 Fuzzy closure computation -- 6 Query execution -- 7 A logical formulation -- 8 Fuzzy graph matchings -- 9 Software architecture.
9.1 A short introduction to Java and to the DOM API -- 9.2 Description of the architecture -- 9.3 Description of the menu items -- 9.4 Description of the most important classes -- 10 Internet-based applications -- References -- Chapter 4. Agent-based hypermedia models -- 1 Introduction -- 2 Hypermedia models -- 2.1 Definition of hypermedia -- 2.2 Dexter and beyond -- 3 Agent-based hypermedia models -- 3.1 HyDe (Hypermedia Distributed Design) -- 3.2 CoHyDe (Collaborative HyDe) -- 3.3 Microcosm -- 3.4 Agent-based link integrity in the World Wide Web -- 3.5 An agent-based open hypermedia model for digital libraries -- 3.6 The TAO (TeleAction Object) model -- 3.7 PageSpace and coordination languages -- 4 Conclusion -- Acknowledgments -- References -- Chapter 5. Self-organizing neural networks application for information organization -- 1 Introduction -- 2 Self-organizing neural networks -- 2.1 Contextual maps -- 3 Document representations -- 3.1 The semantic SOM to produce the document representation -- 3.2 The TFEDF document representation -- 3.3 Considerations about the document representations -- 4 Using a SOM to organize and visualize an information domain -- 4.1 Other self-organizing networks to organize the information space -- 4.2 An information map example -- 5 Automatic development of an hypertext-like structure -- 5.1 The prototype of the system -- 6 Self-organizing networks as information retrieval and filtering tool -- 6.1 The EDGES system -- 7 Overlay user model by using a SOM -- 7.1 Adaptive navigation support -- 7.2 Link annotation -- 8 Conclusions and future works -- Acknowledgment -- References -- Chapter 6. Emotion-orientated intelligent systems -- 1 Overview of emotion orientated intelligent systems -- 2 Facemail -- 2.1 Parallel sand glass type neural networks -- 2.2 Facial training data.
2.3 Learning experimental results -- 2.4 Emotion generating calculations method -- 2.5 Classification of emotion types -- 2.6 From e-mail to facial expressions -- 3 Automatic scenario analysis system for Noh play with Noh masks -- 3.1 Construction of fuzzy reasoning model -- 3.2 Application of the model -- 4 Impression-based retrieval system of music works -- 4.1 The affective value of music -- 4.2 An overview of the proposed system -- 4.3 Problem of our proposed retrieval system -- 4.4 Analyzing method of music structure using MIDI format data -- 4.5 Estimation method by machine learning -- 4.6 Estimation method by fuzzy regression analysis -- 4.7 Hybrid method of machine learning and fuzzy regression model -- 5 An artificial emotion processing system and its color expression -- 5.1 Vector expression of emotions -- 5.2 The theory for subjective observation model -- 5.3 Computer simulation -- 5.4 Future work -- 6 Conclusion -- References -- Chapter 7. Public opinion channel: a network-based interactive broadcasting system for supporting a knowledge-creating community -- 1 Introduction -- 2 Public opinion channel -- 3 POC characteristics from the viewpoint of social psychology -- 3.1 Problems with communication tools -- 3.2 Informational humidity model -- 4 POC characteristics from the viewpoint of cognitive psychology -- 4.1 Does a POC facilitate knowledge creation in a community? -- 4.2 Cognitive psychological research on knowledge creation -- 5 Prototype POC system -- 5.1 Overview -- 5.2 POC server -- 5.3 POC client tools -- 6 Evaluation of the prototype POC system -- 6.1 How does the prototype POC system work in an actual community? -- 6.2 How to evaluate the effect of a POC on knowledge creation? -- 7 Discussion and future work -- 7.1 What kind of communities need a dry community?.
7.2 Future work of a POC from the perspective of a dry community -- 7.3 Extension of the informational humidity model -- 8 Conclusion -- References -- Appendix -- Chapter 8. A new era of intelligent e-commerce based on intelligent Java agent-based development environment (iJADE) -- 1 Introduction -- 2 Face recognition - a perspective -- 2.1 Template versus features -- 2.2 Invariance aspects -- 2.3 Experimental issues -- 3 Mobile agent technology on e-commerce -- 4 iJADE architecture -- 4.1 iJADE framework: ACTS model -- 4.2 Application layer of iJADE model -- 4.3 Conscious (intelligent) layer -- 4.4 Technology layer using IBM aglets and Java servlets -- 4.5 Supporting layer -- 5 Implementation -- 5.1 iJADE face recognizer: system overview -- 5.2 iJADE WShopper: a fuzzy-neuro-based e-shopping system -- 6 Experimental results -- 6.1 iJADE authenticator -- 6.2 iJADE WShopper -- 7 Conclusion -- Acknowledgment -- References -- Chapter 9. Automated Internet trading based on optimized physics models of markets -- 1 Introduction -- 1.1 Approaches -- 1.2 Optimization -- 1.3 Indicators -- 2 Connection to electronic exchanges -- 2.1 Internet connectivity: overview -- 2.2 Internet connectivity: hardware requirements -- 2.3 Internet connectivity: software requirements -- 2.4 API order execution module: components and functionality -- 3 Models -- 3.1 Langevin equations for random walks -- 3.2 Adaptive optimization of Fx models -- 4 Statistical mechanics of financial markets (SMFM) -- 4.1 Statistical mechanics of large systems -- 4.2 Algebraic complexity yields simple intuitive results -- 4.3 Correlations -- 4.4 ASA outline -- 5 Trading system -- 5.1 Use of CMI -- 5.2 Data processing -- 5.3 Inner-shell optimization -- 5.4 Trading rules (outer-shell) recursive optimization -- 6 Results -- 6.1 Alternative algorithms.
6.2 Trading system design -- 6.3 Some explicit results -- 7 Conclusions -- 7.1 Main features -- 7.2 Summary -- 7.3 Future directions -- 7.4 Standard disclaimer -- Acknowledgments -- References -- Chapter 10. Implementing and maintaining a Web case-based reasoning system for heating ventilation and air conditioning systems sales support -- 1 Introduction -- 2 The problem -- 3 The solution -- 3.1 Expected benefits -- 3.2 The team -- 3.3 Implementation plan -- 3.4 Hardware & software -- 3.5 System architecture -- 3.6 Case representation -- 3.7 Case acquisition -- 3.8 Case retrieval -- 3.9 Case retention -- 3.10 Interface design -- 3.11 Testing -- 3.12 Roll-out -- 4 System demonstration -- 5 Benefits -- 6 Maintenance -- 7 Case-base usage and growth -- 8 Maintenance issues -- 8.1 Functionally redundant cases -- 8.2 Functionally obsolete cases -- 9 Discussion -- 10 Lessons learned -- 11 Conclusions -- References -- Index -- List of contributors.
Abstract:
The Internet/WWW has made it possible to easily access quantities of information never available before. However, both the amount of information and the variation in quality pose obstacles to the efficient use of the medium. Artificial intelligence techniques can be useful tools in this context. Intelligent systems can be applied to searching the Internet and data-mining, interpreting Internet-derived material, the human-Web interface, remote condition monitoring and many other areas. This volume presents the latest research on the interaction between intelligent systems (neural networks, adaptive and connectionist paradigms, fuzzy and rule-based systems, intelligent agents) and the Internet/WWW. It surveys both the employment of intelligent systems to facilitate and enhance the use of the Internet, and applications where the Internet is a channel through which intelligent techniques are applied. Contents: A Review of Search and Resource Discovery Techniques in Peer-to-Peer Networks (S Botros & S Waterhouse); Adaptive Content Mapping for Internet Navigation (R W Brause & M Ueberall); Flexible Queries to XML Information (E Damiani et al.); Agent-Based Hypermedia Models (W Balzano et al.); Self-Organizing Neural Networks Application for Information Organization (R Rizzo); Emotion-Orientated Intelligent Systems (T Ichimura et al.); Public Opinion Channel: A Network-Based Interactive Broadcasting System for Supporting a Knowledge-Creating Community (T Fukuhara et al.); A New Era of Intelligent E-Commerce Based on Intelligent Java Agent-Based Development Environment (iJADE) (R S T Lee); Automated Internet Trading Based on Optimized Physics Models of Markets (L Ingber & R P Mondescu); Implementing and Maintaining a Web Case-Based Reasoning System for Heating Ventilation and Air Conditioning Systems Sales Support (I Watson). Readership: Engineers,
researchers, students and technical managers interested in Internet-based intelligent systems.
Local Note:
Electronic reproduction. Ann Arbor, Michigan : ProQuest Ebook Central, 2017. Available via World Wide Web. Access may be limited to ProQuest Ebook Central affiliated libraries.
Genre:
Electronic Access:
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