Pattern Discovery and Validation Using Scientific Research Methods

Language
en
Document Type
Report
Issue Date
2020-03-05
Issue Year
2020
Authors
Riehle, Dirk
Harutyunyan, Nikolay
Barcomb, Ann
Editor
Abstract

Pattern discovery, the process of discovering previously unrecognized patterns, is usually performed as an ad-hoc process with little resulting certainty in the quality of the proposed patterns. Pattern validation, the process of validating the accuracy of proposed patterns, has rarely gone beyond the simple heuristic of the rule of three. This article shows how to use established scientific research methods for the purpose of pattern discovery and validation. The result is an approach to pattern discovery and validation that can provide the same certainty that traditional scientific research methods can provide for the theories they are used to validate. This article describes our approach and explores its usefulness for pattern discovery and evaluation in a series of studies.

Series
Technical reports / Department Informatik
Series Nr.
CS-2020-01
Faculties & Collections