Enobio 8

Publications with iMotions and Neuroelectrics

• 2025 IEEE Access Open Access Peer-Reviewed

  Machine Learning Techniques to Improve the Cognitive Workload Classification Using Multimodal Sensors’ Data

  Wrocław University of Science and Technology

  Ergonomics Research iMotions' Ergonomics Research Lab integrates advanced biosensors and data analysis tools to assess physical, cognitive, and environmental factors, enhancing workspace design and human performance. See features now Using machine learning applied to multimodal physiological data allows the classification of cognitive workload (low, moderate, or high load) during task performance. However, current techniques, such […]

  • EEG
  • Eye Tracking
  • GSR
• 2025 IISE Annual Conference & Expo 2025 Open Access Peer-Reviewed

  Using Electroencephalography to Understand Learning Engagement with User-Centered Human-Computer Interaction in a Multimodal Online Learning Environment

  Montana State University

  Ergonomics Research iMotions' Ergonomics Research Lab integrates advanced biosensors and data analysis tools to assess physical, cognitive, and environmental factors, enhancing workspace design and human performance. See features now Multimodal learning environments (MMLA) use visual, auditory, and physical interactions to improve engagement in learning tasks. A recent study by Ma et al. [16] demonstrated how […]

  • EEG
• 2025 Open Access Peer-Reviewed

  Implicit and Explicit Consumer Perceptions of Cashews: A Neuroscientific and Sensory Analysis Approach

  Universitat Politècnica de València

  This study investigated consumer perceptions of raw cashew nuts from two different private labels (private label A, PLA, and private label B, PLB), employing a combination of explicit (sensory analysis) and implicit (consumer neuroscience) methods. The objective was to analyse both conscious and unconscious responses to understand consumer preferences. Participants (n = 80) evaluated the […]

  • EEG
  • GSR
• 2025 TESOL Quarterly Open Access Peer-Reviewed

  Neural Correlates of Task-Specific Willingness to Communicate: Expanding the Research Agenda

  Curtin University

  Learners’ affective responses to pedagogic tasks and the effort that they invest in completing them are critical to the learning that takes place through tasks in task-based language teaching (TBLT) (Lambert, Aubrey, & Bui, 2023). Fluctuations in learners’ willingness to communicate (WTC) during pedagogic tasks-or task-specific WTC(Aubrey & Yashima, 2023)-are a locus for affective and […]

  • EEG
  • Facial Expression Analysis
• 2025 Food Quality and Preference Open Access Peer-Reviewed

  Do you remember? Consumer reactions to health-related information on snacks in repeated exposure

  Aarhus University + 1 more

  Health-related information on pre-packed food products can enhance purchase intention and healthy choices. However, retained positive influence of health-related information on product liking is necessary to help consumers make informed decisions about a healthy diet in the long term. According to information-reduction theory, consumers reduce the amount of information that is processed in repeated exposure. […]

  • EEG
  • Eye Tracking
  • Eye Tracking Screen Based
• 2024 Food Quality and Preference Open Access Peer-Reviewed

  Implicit and explicit liking of a snack with health- versus taste-related information

  Aarhus University, MAPP Centre

  Despite extensive consumer testing during product development, healthy snacks often fail in the market. This indicates that other factors are at play besides what is traditionally being tested before product launch. The aim of the study was to examine how exposure to a snack with a health versus taste message affects perceived healthiness, expected tastiness, […]

  • EEG
• 2024 Psychology & Marketing Open Access Peer-Reviewed

  My money-My problem: How fear-of-missing-out appeals can hinder sustainable investment decisions

  IQS School of Management, Universitat Ramon Llull

  Cryptocurrencies (cryptos) have detrimental environmental effects due to their massive energy consumption. While several green crypto coins have been launched, the mainstream-environmentally unfriendly coins-still lead the market. In this study, we explore if influencer marketing, specifically fear-of-missing-out (FOMO) appeals, can contribute to promoting green crypto coin purchases to encourage sustainable investments. The results of five […]

  • EEG
  • GSR
• 2023 73rd Annual International Communications Association Conference Open Access Peer-Reviewed

  Multimodal biometric data collection of interpersonal communication

  iMotions

  Ergonomics Research iMotions' Ergonomics Research Lab integrates advanced biosensors and data analysis tools to assess physical, cognitive, and environmental factors, enhancing workspace design and human performance. See features now Communication between individuals involves multiple factors: attending to the other person’s thoughts, interpreting their non-verbal behavior, and (un)intentionally mirroring their expression- and attention patterns. Moreover, we […]

  • EEG
  • Eye Tracking
  • Facial Expression Analysis
  • GSR
• 2022 Intelligent Information and Database Systems Gated Peer-Reviewed

  Multimodal Approach to Measuring Cognitive Load Using Sternberg Memory and Input Diagrammatic Reasoning Tests

  Wrocław University of Science and Technology

  Ergonomics Research iMotions' Ergonomics Research Lab integrates advanced biosensors and data analysis tools to assess physical, cognitive, and environmental factors, enhancing workspace design and human performance. See features now Results of a study of cognitive load using multimodal biometric techniques including electrocardiography, electroencephalography and galvanic skin response are presented in the paper. Thirty student volunteers […]

  • ECG
  • EEG
  • GSR