2 papers
cs.CY2026
Toward a Metaphysics of Learning Analytics: Ontological Positioning of Data, Inference, and Normativity
Kensuke Takii
The Learning Analytics (LA) community has undergone rapid development over the 15 years since the first LAK conference was held. However, while epistemological and ethical debates…
cs.CY2025
Defining the Scope of Learning Analytics: An Axiomatic Approach for Analytic Practice and Measurable Learning Phenomena
Kensuke Takii, Changhao Liang, Hiroaki Ogata
Learning Analytics (LA) has rapidly expanded through practical and technological innovation, yet its foundational identity has remained theoretically under-specified. This paper ad…