Title

Towards an algebraic framework for querying inductive databases

RIS ID

35027

Publication Details

Liu, H., Ghose, A. K. & Zeleznikow, J. (2010). Towards an algebraic framework for querying inductive databases. In 15th International Conference on Database Systems for Advanced Applications, DASFAA 2010, 1-4 April, Tsukuba, Japan. Lecture Notes in Computer Science (LNCS), 5982 306-312.

Abstract

In this paper, we present a theoretical foundation for querying inductive databases, which can accommodate disparate mining tasks. We present a data mining algebra including some essential operations for manipulating data and patterns and illustrate the use of a fix-point operator in a logic-based mining language. We show that the mining algebra has equivalent expressive power as the logic-based paradigm with a fixpoint operator.

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Link to publisher version (DOI)

http://dx.doi.org/10.1007/978-3-642-12098-5_24