Debunking unwarranted defenses of the status quo in the humanities and social sciences. - Andrea Polonioli (Scientometrics, 2016)

Metrics, flawed indicators, and the case of philosophy journals. - Andrea Polonioli (Scientometrics, 2016)

New Issues for New Methods: Ethical and Editorial Challenges for an Experimental Philosophy. - Andrea Polonioli (Sci. Eng. Ethics, 2017)

Open access in ethics research: an analysis of open access availability and author self-archiving behaviour in light of journal copyright restrictions. - Mikael Laakso; Andrea Polonioli (Scientometrics, 2018)

Less (Data) Is More: Why Small Data Holds the Key to the Future of Artificial Intelligence. - Ciro Greco; Andrea Polonioli; Jacopo Tagliabue (DATA, 2019)

Predicting e-commerce customer conversion from minimal temporal patterns on symbolized clickstream trajectories. - Jacopo Tagliabue; Lucas Lacasa; Ciro Greco; Mattia Pavoni; Andrea Polonioli (ICDM, 2019)

Prediction is very hard, especially about conversion. Predicting user purchases from clickstream data in fashion e-commerce. - Luca Bigon; Giovanni Cassani; Ciro Greco; Lucas Lacasa; Mattia Pavoni; Andrea Polonioli; Jacopo Tagliabue (CoRR, 2019)

A plea for minimally biased naturalistic philosophy. - Andrea Polonioli (Synth., 2019)

In search of better science: on the epistemic costs of systematic reviews and the need for a pluralistic stance to literature search. - Andrea Polonioli (Scientometrics, 2020)

The ethics of scientific recommender systems. - Andrea Polonioli (Scientometrics, 2021)

Zero party data between hype and hope. - Andrea Polonioli (Frontiers Big Data, 2022)

The Ethics of Online Controlled Experiments (A/B Testing). - Andrea Polonioli; Riccardo Ghioni; Ciro Greco; Prathm Juneja; Jacopo Tagliabue; David S. Watson; Luciano Floridi (Minds Mach., 2023)

Moving LLM evaluation forward: lessons from human judgment research. - Andrea Polonioli (Frontiers Artif. Intell., 2025)