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An ontology-based method in information translation

An ontology-based method in information translation

引用

2nd International Conference on Semantics, knowledge, and Grid, SKG 2006

作者： Bai, Yan Liu, Dayou Open Symbol Computation and Knowledge Engineering Laboratory of State Education Ministry College of Computer Science and Technology Jilin University China

ISBN: (纸本)076952673X

An ontology-based method named AOBM is proposed in this paper. It fully takes into account the factors that will afect the communication, and using ontology can be represented in agent's knowledge base. Pmvided ontology did not belong to the public data or have any public ontology, AOBM establishes a layering algorithm, which is able to avoid logical exception handling policies, ensure the right understanding of the communication entity concept, and resolve the consistency problem of the concept translation. Experimental results show that AOBM is superior to other methods, and can effectively improve the communication consistency of a mobile agent system under certain conditions. © 2006 IEEE.

关键词： Ontology

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Fast kernel for calculating structural information similarities

Fast kernel for calculating structural information similarit...

引用

3rd IEEE International Conference on Intelligent Systems

作者： Wei, Jin-Mao Wang, Shu-Qin Wang, Jing You, Jun-Ping Institute of Computational Intelligence Northeast Normal University Open Symbol Computation and Knowledge Engineering Laboratory of State Education Jilin University Changchun Jilin 130024 China School of Mathematics and Statistics Northeast Normal University Changchun Jilin 130024 China

ISBN: (纸本)9781424401956

Structural similarity computation plays a crucial role in many applications such as in searching similar documents, in comparing chemical compounds, in finding genetic similarities, etc. We propose in this paper to use structural information content (SIC) for measuring structural information, considering both the nodes and edges of trees. We utilize a binary encoding approach for assigning the weights of different layer nodes and determining if some tree is a subtree of another tree. By defining a fast kernel and recursively computing SICs, we evaluate the structural information similarities of data trees to pattern trees. In the paper, we present the algorithm for calculating SICs with computation complexity of O(n), and use simple examples to instantiate the performance of the proposed method..

关键词： structural information content structural similarity structural pattern analysis web mining

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An Ontology-based Method in Information Translation

An Ontology-based Method in Information Translation

引用

International Conference on Semantics, knowledge and Grid (SKG)

作者： Bai Yan Bai Yan Liu Dayou Liu Dayou Open Symbol Computation and Knowledge Engineering Laboratory of State Education Ministry College of Computer Science and Technology Jilin University China

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Fast Kernel for Calculating Structural Information Similarities

Fast Kernel for Calculating Structural Information Similarit...

引用

International IEEE Conference on Intelligent Systems, IS

作者： Jin-Mao Wei Shu-Qin Wang Jing Wang Jun-Ping You Institute of Computational Intelligence Northeast Normal University China Open Symbol Computation and Knowledge Engineering Laboratory of State Education Jilin University Changchun Jilin China School of Mathematics & Statistics Northeast Normal University Changchun Jilin China

关键词： Kernel Chemical compounds Silicon carbide XML Genetics Encoding Clustering algorithms Intelligent systems Intelligent structures Pattern analysis

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The batch patching method using dynamic cache of proxy cache for streaming media

引用

4th International Conference on Grid and Cooperative Computing - GCC 2005

作者： Xu, Zhiwen Guo, Xiaoxin Che, Xiangjiu Wang, Zhengxuan Pang, Yunjie Open Symbol Computation and Knowledge Engineering Laboratory State Education Department Jilin University 130012 Jilin Province China

ISBN: (纸本)3540305106

The proxy cache for streaming media is the important method to economize the resources of the Internet. The cache policies influence the effect for proxy cache. In this paper, based on the client's request rate, cached the video based on segmentation, we proposed that the method for batch, patch and batch patching using dynamic cache. The policies of batch and batch patching using dynamic cache based on segmentation enlarge the width of the batch and patching. It combines dynamic cache based on segmentation with the excellence of patching. Presented that allocation relation between the segmented cache and dynamic cache in the batch and patching, and assured that batch patching using dynamic cache of proxy for streaming media based on segmentation is optimal. © Springer-Verlag Berlin Heidelberg 2005.

关键词： Cache memory

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Novel measurement for mining effective association rules

Novel measurement for mining effective association rules

引用

International Conference on Machine Learning and Cybernetics, ICMLC 2005

作者： Wei, Jin-Mao Yi, Wei-Guo Wang, Ming-Yang Institute of Computational Intelligence Northeast Normal University ChangChun Jilin 130024 China Open Symbol Computation and Knowledge Engineering Laboratory State Education Department Jilin University

ISBN: (纸本)078039092X

In this paper, we analyze the method of support-confidence framework when mining association rules. In order to avoid the limitation in the criterion, we propose a new method of match as the substitution of confidence. We analyze in detail the property of the proposed measurement. Experimental results show that there is higher correlation between the antecedent and the consequent of the rules produced by the improved method compared with the rules produced by the support-confidence framework. Furthermore, the improved method decreases the generation of redundancy rules. © 2005 IEEE.

关键词： Data mining

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Novel measurement for mining effective association rules

Novel measurement for mining effective association rules

引用

International Conference on Machine Learning and Cybernetics (ICMLC)

作者： Jin-Mao Wei Wei-Guo Yi Ming-Yang Wang Institute of Computational Intelligence Northeast Normal University Changchun Jilin China Open Symbol Computation and Knowledge Engineering Laboratory of State Education Department Jilin University China

关键词： Data mining Association rules Frequency Transaction databases computational intelligence knowledge engineering Laboratories Electronic mail Merchandise Neural networks

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Incremental algorithm for detecting community structure in dynamic networks

Incremental algorithm for detecting community structure in d...

引用

International Conference on Machine Learning and Cybernetics (ICMLC)

作者： Bo Yang Da-You Liu Open Symbol Computation and Knowledge Engineering Laboratory of State Education Department Jilin University Changchun China Jilin University Changchun Jilin CN Coll. of Comput. Sci. & Technol. Jilin Univ. Changchun China

Community structure is an important property of networks. Being able to identify communities can provide invaluable help in exploiting and understanding both social and non-social networks. Several algorithms have been developed up till now. However all these algorithms can work well only with small or moderate networks with vertexes of order 10/sup 4/. Additionally, all existing algorithms are off-line and can not work well with highly dynamic networks such as Web, in which Web pages are updated frequently every day. When the already clustered network is updated, the entire network including original and incremental parts has to be recalculated, even only slight changes involved. To address this problem we develop an incremental algorithm which allows for detecting community structure in large-scale and dynamic networks. Based on the community structure it detect previously our algorithm takes little time to reclassify the entire network including both original and incremental parts. Furthermore, our algorithm is faster than most existing algorithms such as Girvan and Newman's algorithm and its improved versions. Also our algorithm can help to visualize these community structures in network and provide a new approach to research the evolving process of dynamic networks.

关键词： Intelligent networks Clustering algorithms Partitioning algorithms Social network services Machine learning algorithms Computer networks Visualization Web sites Biochemistry Educational institutions

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Semi-automatic hardware design using ontologies

Semi-automatic hardware design using ontologies

引用

8th International Conference on Control, Automation, Robotics and Vision (ICARCV)

作者： Hu, He Liu, Da-You Du, Xiao-Yong School of Information Renmin University of China Beijin 100872 China Open Symbol Computation and Knowledge Engineering Laboratory College of Computer Science and Technology Jilin University Changchun 130012 China

ISBN: (纸本)0780386531

Hardware description language (HDL) is widely used to model the structure and behavior of digital systems ranging from simple hardware building blocks to complete systems in today's hardware design. To tackle with ever-increasing complexity of process models, higher level of abstraction needs to be exploited. We propose an ontology-based architecture in the process of hardware design using HDLs. The architecture combines the traditional HDL design processes with ontology models and offers a semi-automatic process utilizing the ontology reasoning abilities of OWL (Web Ontology Language) Based on such ontology assistant architecture, more flexible and automatic processes can be devised, which are of crucial importance to meet current market demands. © 2004 IEEE.

关键词： Computer hardware description languages

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Semi-automatic hardware design using ontologies

Semi-automatic hardware design using ontologies

引用

International Conference on Control, Automation, Robotics and Vision (ICARCV)

作者： He Hu Da-you Liu Xiao-yong Du School of Information Renmin University of China Beijing China Open Symbol Computation and Knowledge Engineering Laboratory of State Education Committee Jilin University Changchun China

ISBN: (纸本)0780386531

Hardware description language (HDL) is widely used to model the structure and behavior of digital systems ranging from simple hardware building blocks to complete systems in today's hardware design. To tackle with ever-increasing complexity of process models, higher level of abstraction needs to be exploited. We propose an ontology-based architecture in the process of hardware design using HDLs. The architecture combines the traditional HDL design processes with ontology models and offers a semi-automatic process utilizing the ontology reasoning abilities of OWL (Web ontology language). Based on such ontology assistant architecture, more flexible and automatic processes can be devised, which are of crucial importance to meet current market demands.

关键词： Ontologies Hardware design languages Process design Object oriented modeling OWL Very high speed integrated circuits knowledge engineering Digital systems Service oriented architecture Logic design

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