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Self-monitoring is a central construct in understanding individual differences in self-presentation strategies across social contexts. It refers to how individuals observe, regulate, and control their expressive behavior and self-presentation following situational cues. Self-monitoring reflects a person's sensitivity to social appropriateness and willingness to adapt behavior to fit varying interpersonal demands.High vs. Low Self-Monitoring IndividualsIndividuals high in self-monitoring are...
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A Smart Mirror for Emotion Monitoring in Home Environments.

Simone Bianco1, Luigi Celona1, Gianluigi Ciocca1

  • 1Department of Informatics, Systems and Communication, University of Milano-Bicocca, Viale Sarca 336, 20126 Milano, Italy.

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Summary
This summary is machine-generated.

This study introduces an advanced general-purpose smart mirror with emotion detection and monitoring capabilities. The smart mirror enhances daily life through integrated AI functionalities and user-friendly interaction, ensuring privacy.

Keywords:
Amazon Alexa virtual assistantRaspberry Piaffective computingdeep learninginternet of thingsmultimodal interactionpositive technologysmart mirror

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Area of Science:

  • Human-Computer Interaction
  • Artificial Intelligence
  • Ubiquitous Computing

Background:

  • Existing general-purpose smart mirrors offer limited functionalities for home environments.
  • There is a need for advanced, integrated smart mirror solutions to support daily user activities.

Purpose of the Study:

  • To present a novel general-purpose smart mirror with integrated standard and advanced functionalities.
  • To enhance user support in daily life through intelligent features and extended applications.

Main Methods:

  • Development of advanced functionalities using deep learning techniques.
  • Implementation of emotion detection, short- and long-term emotion monitoring, and analysis.
  • Integration of a double authentication protocol for privacy preservation.
  • Incorporation of Alexa Skills for extended application capabilities.

Main Results:

  • The smart mirror effectively integrates multiple functionalities, including emotion analysis and privacy-preserving authentication.
  • Deep learning techniques were successfully applied to develop advanced smart mirror features.
  • User evaluations demonstrated the device's effectiveness and usability.

Conclusions:

  • The developed general-purpose smart mirror offers enhanced capabilities beyond existing solutions.
  • The integration of AI-driven features like emotion detection and privacy protocols improves user experience.
  • This smart mirror represents a significant advancement in interactive home technology.