Confounds and overestimations in fake review detection: Experimentally controlling for product-ownership and data-origin.

Autor: Felix Soldner, Bennett Kleinberg, Shane D Johnson

Publikováno v: PLoS ONE, Vol 17, Iss 12, p e0277869 (2022)

The popularity of online shopping is steadily increasing. At the same time, fake product reviews are published widely and have the potential to affect consumer purchasing behavior. In response, previous work has developed automated methods utilizing

Externí odkaz: https://doaj.org/article/34776608bccc45a2ad19a1bce0e82150

Supervised machine learning methods in psychology:A practical introduction with annotated R code

Autor: Felix Soldner, Anthony M. Evans, Hannes Rosenbusch, Marcel Zeelenberg

Publikováno v: Rosenbusch, H, Soldner, F, Evans, A M & Zeelenberg, M 2021, ' Supervised machine learning methods in psychology : A practical introduction with annotated R code ', Social and Personality Psychology Compass, vol. 15, no. 2, e12579 . https://doi.org/10.1111/spc3.12579
Social and Personality Psychology Compass, 15(2):e12579. John Wiley and Sons Ltd

Machine learning methods for pattern detection and prediction are increasingly prevalent in psychological research. We provide a comprehensive overview of machine learning, its applications, and how to implement models for research. We review fundame

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::93b419acf46082da0ca963ad87e9632b
https://research.vu.nl/en/publications/a524d740-6509-4bc1-aa67-440783efdfc2

Uphill from here: Sentiment patterns in videos from left- and right-wing

Autor: Maximilian Mozes, Mykola Makhortykh, Bennett Kleinberg, Isabelle van der Vegt, Justin Chun-ting Ho, Felix Soldner

Publikováno v: Proceedings of the Third Workshop on Natural Language Processing and Computational Social Science.

News consumption exhibits an increasing shift towards online sources, which bring platforms such as YouTube more into focus. Thus, the distribution of politically loaded news is easier, receives more attention, but also raises the concern of forming

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::687bdb57d7546cadb8e7724ad2f2807d
https://doi.org/10.18653/v1/w19-2110