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Design and Realization of Structuring Concept Lattice Based on Eclipse

Ping Jiang

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Abstract

As an excellent formal concept analysis tool,concept lattice has been applied in data mining,AI,and knowledge extraction.How to present to the data obtained the relevant rules of that concept into a Hasse of the concept,will be the concept of lattice applications for the first thing to solve problems.Describe the relevant concepts of the concept lattice,implement improved algorithm of constructing concept lattice,build a system for a half automation of structring concept lattice in the platform of Eclipse,and introduce various parts of the details,generate appropriately a Hasse of concept lattice,and then,analysis by experiment verify the feasibility of the system of semi-automatic structuring concept lattice,and optimize the algorithm space complex and the system.

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What this paper is about

As an excellent formal concept analysis tool,concept lattice has been applied in data mining,AI,and knowledge extraction.How to present to the data obtained the relevant rules of that concept into a Hasse of the concept,will be the concept of lattice applications for the first thing to solve problems.Describe the relevant concepts of the concept lattice,implement improved algorithm of constructing concept lattice,build a system for a half automation of structring concept lattice in the platform of Eclipse,and introduce various parts of the details,generate appropriately a Hasse of concept lattice,and then,analysis by experiment verify the feasibility of the system of semi-automatic structuring concept lattice,and optimize the algorithm space complex and the system.

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Available abstract

As an excellent formal concept analysis tool,concept lattice has been applied in data mining,AI,and knowledge extraction.How to present to the data obtained the relevant rules of that concept into a Hasse of the concept,will be the concept of lattice applications for the first thing to solve problems.Describe the relevant concepts of the concept lattice,implement improved algorithm of constructing concept lattice,build a system for a half automation of structring concept lattice in the platform of Eclipse,and introduce various parts of the details,generate appropriately a Hasse of concept lattice,and then,analysis by experiment verify the feasibility of the system of semi-automatic structuring concept lattice,and optimize the algorithm space complex and the system.

Key concepts: Computer science, Structuring, Lattice Miner, Lattice (music), Formal concept analysis, Automation, Theoretical computer science, Algorithm

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