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Related Experiment Video

Updated: Jun 15, 2025

Author Spotlight: Addressing Technical and Subjective Challenges in Measuring Classroom Attention
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Exploring artificial intelligence role in improving service building engagement in sorting.

Yassine Bouabdallaoui1, Laure Ducoulombier2, Zoubeir Lafhaj3

  • 1Centrale Lille, CNRS, Univ. Lille, UMR 9013 - LaMcube - Laboratoire de Mécanique, Multiphysique, Multi-échelle, Lille F-59000, France.

Waste Management (New York, N.Y.)
|August 23, 2024
PubMed
Summary
This summary is machine-generated.

Artificial intelligence (AI) can improve solid waste sorting in buildings. An AI virtual assistant uses voice and image recognition to guide users, enhancing waste management practices and sustainability efforts.

Keywords:
Artificial IntelligenceService buildingsSolid waste sortingSustainabilityTenants’ behaviourVirtual assistant

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Area of Science:

  • Environmental Science
  • Computer Science
  • Facility Management

Background:

  • Effective solid waste management relies on upstream sorting by building occupants.
  • User behavior and compliance are critical but challenging to maintain in dynamic environments.
  • Current waste sorting methods face difficulties due to changing building populations.

Purpose of the Study:

  • To explore the role of artificial intelligence (AI) in improving solid waste sorting.
  • To develop a virtual assistant for waste management services and instructions.
  • To address the challenges of fostering sorting behavior in service buildings.

Main Methods:

  • Development of a virtual assistant using AI.
  • Integration of Natural Language Processing (NLP) for voice recognition.
  • Implementation of computer vision for image recognition.
  • Testing of AI functionalities with verbal and visual inputs.

Main Results:

  • The virtual assistant achieved 85% accuracy for verbal inputs.
  • The virtual assistant achieved 88% accuracy for visual inputs.
  • Demonstrated AI's capability to support waste sorting tasks.

Conclusions:

  • AI-powered virtual assistants can simplify solid waste sorting.
  • This technology offers a foundation for enhancing sustainability in Facility Management.
  • Further research into virtual assistant implementation for waste management is recommended.