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- W4220657812 abstract "In human-computer interaction (HCI), there has been a push towards open science, but to date, this has not happened consistently for HCI research utilizing brain signals due to unclear guidelines to support reuse and reproduction. To understand existing practices in the field, this paper examines 110 publications, exploring domains, applications, modalities, mental states and processes, and more. This analysis reveals variance in how authors report experiments, which creates challenges to understand, reproduce, and build on that research. It then describes an overarching experiment model that provides a formal structure for reporting HCI research with brain signals, including definitions, terminology, categories, and examples for each aspect. Multiple distinct reporting styles were identified through factor analysis and tied to different types of research. The paper concludes with recommendations and discusses future challenges. This creates actionable items from the abstract model and empirical observations to make HCI research with brain signals more reproducible and reusable." @default.
- W4220657812 created "2022-04-03" @default.
- W4220657812 creator A5010913778 @default.
- W4220657812 creator A5011757779 @default.
- W4220657812 creator A5056364628 @default.
- W4220657812 creator A5057144202 @default.
- W4220657812 creator A5078890078 @default.
- W4220657812 date "2022-03-31" @default.
- W4220657812 modified "2023-10-16" @default.
- W4220657812 title "Understanding HCI Practices and Challenges of Experiment Reporting with Brain Signals: Towards Reproducibility and Reuse" @default.
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