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George Mason University

2016-2017 University Catalog

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2016-2017 University Catalog

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CSI 777 - Principles of Knowledge Mining

Credits: 3
Not Repeatable for Credit
Offered by Computational and Data Sciences

Principles and methods for synthesizing task-oriented knowledge from computer data and prior knowledge and presenting it in human-oriented forms such as symbolic descriptions, natural language-like representations, and graphical forms. Topics include fundamental concepts of knowledge mining; methods for target data generation and optimization; statistical and symbolic approaches; knowledge representation and visualization; and new developments such as inductive databases, knowledge generation languages, and knowledge scouts.

Prerequisite(s): INFS 614 or equivalent, or permission of instructor.
Schedule Type: LEC
Hours of Lecture or Seminar per week: 3
Hours of Lab or Studio per week: 0

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CSI 777 - Principles of Knowledge Mining