2007 Fiscal Year Final Research Report Summary
Development of Multi-Agent Interaction Protocols based on Pattern Discovery
| Project/Area Number |
17500025
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| Research Category |
Grant-in-Aid for Scientific Research (C)
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| Allocation Type | Single-year Grants |
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| Section | 一般 |
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| Research Field |
Software
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| Research Institution | Kanagawa Institute of Technology |
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Principal Investigator |
KAZUNORI Matsumoto Kanagawa Institute of Technology, Faculty of Information Technology, Professor (40350673)
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| Co-Investigator(Kenkyū-buntansha) |
SATO Hisashi Kanagawa Institute of Technology, Faculty of Information Technology, Professor (90225988)
NAGAI Yasuo Tokyo University of Information Sciences, Faculty of Informatics, Professor (30327217)
MIYAHARA Tetsuhiro Hiroshima City University, Graduate School of Information Sciences, Associate Professor (90209932)
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| Project Period (FY) |
2005 – 2007
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| Keywords | agents / software engineering / data mining / software reuse / software pattern |
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| Research Abstract |
This research project is summarized as follows. First, we investigate a method which deals with essential parts of interactions among agents. In accordance with FIPA standards, we develop a language which can express the interactions in the tree structured documents. This language introduces variables in the tree structure, which can be substitued for other elements with constraints. We show the variables are useful to hide unessential information in interactions, and then a tree with variables can be regarded as the representative expression for a set of similar trees, we thus consider the tree with variable as a pattern of interactions. Second, we develop a datamining algorithm for the tree structure with variables. This algorithm identifies the largest common sub-structure among a given set of trees. From the view points of software engineering, each tree corresponds to a pattern as described above and the identified sub-structure can be regarded as an abstract pattern which extracts an elemental part among the patterns. Finally, we show the idea of abstract pattern is applicable to a design reuse in developments of agent interactions.
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[Presentation] Mining of Agent Behaviors2007
Author(s)
K.Matsumoto, Y.Kawamoto, and T.Miyahara
Organizer
Proceedings of the 4th International Conference on Information Technology and Applications(ICITA-2007)
Place of Presentation
Harbin,China
Year and Date
2007-01-17
Description
「研究成果報告書概要(和文)」より
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[Presentation] Mining of Agent Behaviors2007
Author(s)
K. Matsumoto, Y. Kawamoto, T. Miyahara
Organizer
Proceedings of the 4th International Conference on Information Technology and Applications(ICITA-2007)
Place of Presentation
Harbin, China
Year and Date
2007-01-17
Description
「研究成果報告書概要(欧文)」より
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