On the Semantics of Concept Drift: Towards Formal Definitions of Concept Drift and Semantic Change

Abstract

Semantic change and concept drift are studied in many different academic fields. Different domains have different understandings of what a concept and, thus, concept drift is making it harder for researchers to build upon work in other disciplines. In this paper, we aim to address this challenge and propose definitions for these phenomena which apply across… (More)

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