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Representing Knowledge and Querying Data using Double-Functorial Semantics

Authors :
Lambert, Michael
Patterson, Evan
Publication Year :
2024

Abstract

Category theory offers a mathematical foundation for knowledge representation and database systems. Popular existing approaches model a database instance as a functor into the category of sets and functions, or as a 2-functor into the 2-category of sets, relations, and implications. The functional and relational models are unified by double functors into the double category of sets, functions, relations, and implications. In an accessible, example-driven style, we show that the abstract structure of a 'double category of relations' is a flexible and expressive language in which to represent knowledge, and we show how queries on data in the spirit of Codd's relational algebra are captured by double-functorial semantics.<br />Comment: 12 pages, plus references and appendix. To appear at ACT 2024

Details

Database :
arXiv
Publication Type :
Report
Accession number :
edsarx.2403.19884
Document Type :
Working Paper