Measuring the impact of online personalisation: Past, present and future

•Genesis of research into online personalisation.•Drawing a bow from Machine Learning evaluation methodology to the theories of cognitive science.•Identification of emerging topics within the integrated research domain.•Future research agenda from the viewpoints of different disciplines.