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13th International World Wide Web Conference on Alternate Track, Papers and Posters, WWW Alt. 2004

作者： Zhuge, Hai Liu, Jie China Knowledge Grid Research Group CAS Key Lab of Intelligent Information Processing Institute of Computing Technology Beijing100080 China

ISBN: (纸本)1581139128

This paper proposes a novel approach to integrate heterogeneous data in P2P networks. The approach includes a tool for building P2P semantic link networks, mechanisms for peer schema mapping, criteria for peer similarity degree measurement, and algorithms for heterogeneous data integration. The approach has three advantages: First, it uses semantic links to describe semantic relationships between peers' data schemas. Second, it deals with the semantic heterogeneity, the structural heterogeneity and the data value inconsistency. Finally, it considers the semantic similarity and structural similarity to forward queries to relevant peers.

关键词： Semantic Web

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Active E-course for constructivist learning 04

Active E-course for constructivist learning

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13th International World Wide Web Conference on Alternate Track, Papers and Posters, WWW Alt. 2004

作者： Zhuge, Hai Li, Yanyan China Knowledge Grid Research Group Key Lab of Intelligent Information Processing Institute of Computing Technology Chinese Academy of Sciences Beijing100080 China

ISBN: (纸本)1581139128

An active e-course is a self-representable and self-organizable document mechanism with a flexible structure. The kernel of the active e-course is to organize learning materials into a "concept space" rather than a "page space". Besides highly interactive service, it supports adaptive learning by dynamically selecting, organizing and presenting the learning materials for different students. During the learning progress, it also provides assessments on students' learning performances and gives suggestions to guide them in further learning. We have implemented an authoring tool and a course prototype to support the constructivist learning.

关键词： Flexible structures

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Rough set based image texture recognition algorithm

Rough set based image texture recognition algorithm

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8th International Conference on Knowledge-Based intelligent information and Engineering Systems, KES 2004

作者： Zheng, Zheng Hu, Hong Shi, Zhong Zhi Key Laboratory of Intelligent Information Processing Institute of Computing Technology Chinese Academy of Sciences Beijing China Graduate School of the Chinese Academy of Sciences Beijing China

ISBN: (纸本)9783540301325

Rough set theory is emerging as a new tool for dealing with fuzzy and uncertain data. In recent years, it has been successfully applied in such fields as machine learning, data mining, knowledge acquiring, etc. In this paper, rough set theory is applied to image texture recognition. Based on rough set and generalized approximate space, we develop a rough set based image texture recognition algorithm. We compare it with some other algorithms and the results show that our algorithm is effective and efficient. © Springer-Verlag Berlin Heidelberg 2004.

关键词： Image texture

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ULMM: A uniform logic modeling method in intelligent tutoring systems

ULMM: A uniform logic modeling method in intelligent tutorin...

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8th International Conference on Knowledge-Based intelligent information and Engineering Systems, KES 2004

作者： Si, Jinxin Cao, Cungen Sui, Yuefei Yue, Xiaoli Xie, Nengfu Knowledge Acquisition and Sharing Group Key Laboratory of Intelligent Information Processing Institute of Computing Technology Chinese Academy of Sciences Beijing100080 China The Graduate School of the Chinese Academy of Sciences China

ISBN: (纸本)9783540301325

More researchers recognize that it is an emergent and important issue that intelligent tutoring mechanism can be depicted, evaluated and measured on the uniform theoretical foundation which should be a highly formalized and computerized model in order to explore ITSs and advance effective and efficient cross-reference, fusion and integration among diverse intelligent tutoring models and systems. This paper proposes a novel uniform logic modeling method from an associative viewpoint and highlights the concrete formal models of three core elements (i.e. knowledge model, student model and pedagogical strategy model) in the architecture of an ITS. © Springer-Verlag Berlin Heidelberg 2004.

关键词： Computer aided instruction

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The Application of Digital Human in Distance Education

The Application of Digital Human in Distance Education

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The 8th International Conference on Computer Supported Cooperative Work in Design(第八届计算机支持的协同工作设计国际会议)(CSCWD2004)

作者： Liyan Liu Fucang Jia Hua Li Zongkai Lin Key Laboratory of Intelligent Information Processing Institute of Computing TechnologyChinese Academy of SciencesBeijing 100080

ISBN: (纸本)0780379411

Digital Human is a booming research area andits combination with distance education will greatlypromote the advances of medicine, anatomy andother relevant disciplines, ht this paper they areintegrated to establish a local-network baseddistance education experimental system whichcontains functions such as teaching, practicing,tutoring and discussing, etc. The volume of thedigital human datasets is too huge to be dealt withtraditional centralized storing methods, so the gridtechnology is introduced to provide an efficient, safeand transparent management of the mass *** this experiment our solution is proved tobe valid and feasible.

关键词： distance learning computer aided instruction teaching medicine grid computing virtual reality biomedical education digital human distance education medicine anatomy teaching tutoring grid technology transparent data management

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MAGE: an agent-oriented software engineering environment

MAGE: an agent-oriented software engineering environment

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IEEE International Conference on Cognitive Informatics

作者： Zhongzhi Shi Haijun Zhang Yong Cheng Yuncheng Jiang Qiujian Sheng Zhikung Zhao Key Laboratory of Intelligent Information Processing Institute of Computing Technology Chinese Academy and Sciences Beijing China

ISBN: (纸本)0769521908

Agent-oriented programming is an important technology for autonomic computing and grid computing. Advances in agent technology depend on improving frameworks for building and supporting agent societies. Experience suggests that first generation multiagent systems focus only on some aspects and fall short of providing a rapid prototyping development environment for the systematic analysis, design, construction and deployment of agent-oriented applications. This paper presents MAGE, an agent-oriented programming environment, with complete tools to support agent-oriented requirement analysis, design, development and deployment. It also gives some comparison between MAGE and other multiagent platforms with particular focus on methodology. At last, this paper gives some applications on MAGE.

关键词： Software engineering Multiagent systems Application software Laboratories Grid computing Prototypes Computer industry information processing Buildings Programming environments

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Neural field model for perceptual learning

Neural field model for perceptual learning

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IEEE International Conference on Cognitive Informatics

作者： Zhongzhi Shi Youping Huang Jian Zhang Key Laboratory of Intelligent Information Processing Institute of Computing Technology Chinese Academy and Sciences Beijing China

ISBN: (纸本)0769521908

Perceptual learning happens at the perceptual level. We combine holism and reductionism to research perception learning. Based on information geometry the paper presents a neural field model which is used to understand the transformation mechanism, dynamical behavior, capability and limitation of neural network models, by the study of globally topological and geometrical structure on parameter spaces of neural networks. We discuss neural field representation, fractal learning principle, topology approximation correction learning and the dualistic correction learning algorithm. Finally the paper gives conclusions and points out future research topics.

关键词： Solid modeling Biological neural networks information geometry Manifolds information processing Fractals Network topology Approximation algorithms Cognitive informatics Humans

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Formal data model and algebra for resource sharing in grid

Formal data model and algebra for resource sharing in grid

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2nd International Workshop on Grid and Cooperative computing, GCC 2003

作者： Sheng, Qiujian Shi, Zhongzhi Key Laboratory of Intelligent Information Processing Institute of Computing Technology Chinese Academy of Sciences P.O. Box 2704-28 Beijing100080 China Graduate School of the Chinese Academy of Sciences Beijing China

ISBN: (纸本)3540219935

Management of various complex resources is an important issue to be well done, in order to fulfill the potential of Grid. In this paper, we propose a formal data model and algebra for resource sharing in the Grid. In the model, domain ontology knowledge is described within knowledge schema and domain background knowledge is captured in integrity constrain rules. A query algebra is defined to manipulate the modeled resource base. © Springer-Verlag Berlin Heidelberg 2004.

关键词： Algebra

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Future interconnection environment - Dream, principle, challenge and practice : keynote

Lecture Notes in Computer Science (including subseries Lectu...

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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2004年 3129卷 13-22页

作者： Zhuge, Hai China Knowledge Grid Research Group Key Lab of Intelligent Information Processing Institute of Computing Technology China

Networks and flows are everywhere in society, nature and virtual world organizing versatile resources and behaviors. Breaking boundaries, this keynote establishes a scenario of the future interconnection environment - a large-scale, autonomous, live, sustainable and intelligent network environment where society, nature, and the environment harmoniously co-exist, cooperatively work and evolve. It automatically senses and collects useful information from the nature, transforms raw information into resources in the environment, and organizes resources in semantic rich normal forms that can be easily understood by both machine and human. Geographically dispersed people and resources can work in cooperation to accomplish tasks and solve problems by actively participating material flows, energy flows, technology flows, information flows, knowledge flows and service flows in the environment through roles and machines, improving the environment and the nature. Parameters, characteristics and principles of the environment are proposed from the system methodology point of view. A case study on a live semantic link network under a reference model of the environment is presented. As a practice, the advanced architecture and technology used in China Knowledge Grid e-science environment IMAGINE-1 is introduced. © Springer-Verlag 2004.

关键词： e-Science

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A Multi-layers Neural Network Model based on Characteristics of Ganglions' Receptive Fields in Retina and an Algorithm for Watchfulness-keeping

A Multi-layers Neural Network Model based on Characteristics...

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The Third Asian Conference on Vision (ACV2004)

作者：危辉陆汝钤 Department of Computer Science Lab of Algorithm for Cognitive Model Brain Science Research Center Fudan University Shanghai 200433 China Key Laboratory of Intelligent Information Processing Institute of Computing Technology CAS Beijing 100080 China Key Laboratory of Intelligent Information Processing Institute of Computing Technology CAS Beijing 100080 China

Machine vision is an active branch of Artificial Intelligence. An important problem in this area is the balance among efficiency, accuracy and huge computing. The visual system of human can keep watchfulness to the perimeter of visual field while at same time their central attention is focused to the center of visual field for fine information processing. This mechanism of computing resource assignment could ease the demand for huge and complex hardware structure. Therefore designing computer model based on biological visual

关键词： A Multi-layers Neural Network Model based on Characteristics of Ganglions Receptive Fields in Retina and an Algorithm for Watchfulness-keeping Model

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