A Spatio-Temporal Category Representation for Brand Popularity Prediction. - Gijs Overgoor; Masoud Mazloom; Marcel Worring; Robert Rietveld; Willemijn van Dolen (ICMR, 2017)

The Champion of Images: Understanding the role of images in the decision-making process of online hotel bookings. - Gijs Overgoor; William Rand; Willemijn van Dolen (HICSS, 2020)

In the Eye of the Reviewer: An Application of Unsupervised Clustering to User Generated Imagery in Online Reviews. - Gijs Overgoor; Rohan Mestri; William Rand (HICSS, 2021)

Text vs. Image: An application of unsupervised multi-modal machine learning to online reviews. - Rohan Mestri; Pragna Bollam; Gijs Overgoor; William Rand (HICSS, 2022)

Automated Detection of Skin Tone Diversity in Visual Marketing Communication. - Wen Xie; Gijs Overgoor; Hsin-Hsuan (Meg) Lee; Zhu Han 001 (HICSS, 2023)

Detecting fake review buyers using network structure: Direct evidence from Amazon. - Sherry He; Brett Hollenbeck; Gijs Overgoor; Davide Proserpio; Ali Tosyali (CoRR, 2024)