Augmenting geovisual analytics of social media data with heterogeneous information network mining—cognitive plausibility assessment

A Savelyev, AM MacEachren - Plos one, 2018 - journals.plos.org
This paper investigates the feasibility, from a user perspective, of integrating a
heterogeneous information network mining (HINM) technique into SensePlace3 (SP3), a …

Human-guided visual analytics for big data.

M Karimzadeh, J Zhao, G Wang, LS Snyder, DS Ebert - 2020 - psycnet.apa.org
Advanced automated methods, such as deep learning models, provide great promise in
gleaning insight from big data. This chapter provides an overview of the research and …

Advancing the theory and practice of system evaluation: a case study in geovisual analytics of social media

A Savelyev, AM MacEachren - International Journal of …, 2020 - Taylor & Francis
This paper advances the state-of-the-art in methodology design for empirical evaluation of
(geo) visual analytics software. Specifically, we describe the process of design, development …