A Categorical View on Algebraic Lattices in Formal Concept Analysis
Pascal Hitzler, Markus Krötzsch, Guo-Qiang Zhang
A Categorical View on Algebraic Lattices in Formal Concept Analysis
Abstract. Formal concept analysis has grown from a new branch of the mathematical field of lattice theory to a widely recognized tool in Computer Science and elsewhere. In order to fully benefit from this theory, we believe that it can be enriched with notions such as approximation by computation or representability. The latter are commonly studied in denotational semantics and domain theory and captured most prominently by the notion of algebraicity, e.g. of lattices. In this paper, we explore the notion of algebraicity in formal concept analysis from a category-theoretical perspective. To this end, we build on the the notion of approximable concept with a suitable category and show that the latter is equivalent to the category of algebraic lattices. At the same time, the paper provides a relatively comprehensive account of the representation theory of algebraic lattices in the framework of Stone duality, relating well-known structures such as Scott information systems with further formalisms from logic, topology, domains and lattice theory.
Published at Fundamenta Informaticae (Journal paper)
Download PDF (last update: July 1 2006)
Citation details
- Pascal Hitzler, Markus Krötzsch, Guo-Qiang Zhang. A Categorical View on Algebraic Lattices in Formal Concept Analysis. In Fundamenta Informaticae 74 (2–3), pp. 301–328. IOS PressProperty "Publisher" has a restricted application area and cannot be used as annotation property by a user. 2006.
author = {Pascal Hitzler and Markus Kr\"{o}tzsch
and Guo-Qiang Zhang},
title = {A Categorical View on Algebraic Lattices in
Formal Concept Analysis},
journal = {Fundamenta Informaticae},
volume = {74},
number = {2--3},
pages = {301--328},
year = {2006}
}
