Boosting Dual Quality detection with AI-based social media analysis

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Maksim Brzezinski, Maciej Niemir, Krzysztof Muszynski, Mateusz Lango, Dawid Wisniewski

Published: 2025, Last Modified: 25 May 2026Inf. Process. Manag. 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Dual quality (DQ) concerns competition authorities, but detection tools are lacking.•As an indicator of DQ, detecting DQ mentions (DQMs) in consumer opinions is proposed.•We annotate DQM datasets in 3 languages and train high-performing DQM detectors.•We show that detecting DQMs can effectively support the detection of DQ practices.