Download this Paper Open PDF in Browser

Modeling in the Context of Computer Science - A Methodological Approach

Studies in Logic, Grammar and Rhetoric, Vol. 20, p. 33, 2010

25 Pages Posted: 23 Mar 2012 Last revised: 25 Mar 2012

André Wlodarczyk

CELTA - Centre for Theoretical and Applied Linguistics

Pawel Stacewicz

affiliation not provided to SSRN

Date Written: 2010

Abstract

The article deals with computer science models (CSMd), that is, formal constructions which are described theoretically in the language of computer science (the language of algorithms and data structures), and which can therefore, be implemented in the form of applications and activated on a computer.

After distinguishing different kinds of CSMd (e.g. theoretical and real) and presenting some examples of CSMd (especially in the field of mental phenomena) we discuss in detail the modeling procedure. This procedure can be initiated by a metaphor (understood as an initial, informal image of a studied phenomenon), has a cyclical and open character, and – according to our methodological reconstruction – consists of four stages: abstraction, formalization, simplification and verification. We discuss these stages in the context of computer science, referring to four elements: the studied domain, a meta-theory (always formal), the constructed theory of the studied domain (formalized in the language of meta-theory), and the constructed model (always temporary). We present a simplified scheme of the whole procedure and identify three cycles of the modeling loop: small, proper and wide.

Finally, we claim that contemporary CSMd (especially computer science models of the mind) should be constructed using artificial intelligence tools, such as machine learning and data mining techniques.

Keywords: conceptual modeling, science of science

Suggested Citation

Wlodarczyk, André and Stacewicz, Pawel, Modeling in the Context of Computer Science - A Methodological Approach (2010). Studies in Logic, Grammar and Rhetoric, Vol. 20, p. 33, 2010. Available at SSRN: https://ssrn.com/abstract=2027031

André Wlodarczyk (Contact Author)

CELTA - Centre for Theoretical and Applied Linguistics ( email )

28, rue Serpente
Paris, 75006
France
+33 1 43456051 (Phone)

HOME PAGE: http://perso.numericable.com/andre.wlodarczyk/

Pawel Stacewicz

affiliation not provided to SSRN ( email )

Paper statistics

Downloads
31
Abstract Views
207