Data-Driven Recommendation in Brain-Metaverse Interaction

Zihui Qin, Yilin Cao, Jeongyeong Park, Qianru Liu, Zhuohui Xu, Nanlin Jin, Hai Ning Liang

Research output: Chapter in Book or Report/Conference proceedingConference Proceedingpeer-review

Abstract

Metaverse offers exciting new ways to experience digital worlds. However, there is limited work to understand and measure such experiences, lacking studies on the real-time interaction between people and metaverse-based virtual worlds, especially using biometrics. This work represents one of the first to investigate this opportunity, focusing on leveraging users' brain signals. We developed a prototype for Brain-Metaverse Interaction (BMI). This paper presents two contributions: (1) real-time interaction enabled by an IoT system. It integrates a virtual reality (VR) headset with brain signals and a multi-communication setup, which enables users to choose the most convenient communication tools from WiFi, Bluetooth, and a cable link; and (2) unlike most existing research and commercial applications to help people relax, our work recommends VR content appropriate to the users' current mental states. This work provides interesting insights into future research of BMI, for example, providing VR content that is adaptive and evolving based on users' mental state and relaxation level.

Original languageEnglish
Title of host publication2024 10th International Conference on Smart Computing and Communication, ICSCC 2024
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages343-348
Number of pages6
ISBN (Electronic)9798350363104
DOIs
Publication statusPublished - 2024
Event10th International Conference on Smart Computing and Communication, ICSCC 2024 - Bali, Indonesia
Duration: 25 Jul 202427 Jul 2024

Publication series

Name2024 10th International Conference on Smart Computing and Communication, ICSCC 2024

Conference

Conference10th International Conference on Smart Computing and Communication, ICSCC 2024
Country/TerritoryIndonesia
CityBali
Period25/07/2427/07/24

Keywords

  • Brain signal
  • Data mining
  • Internet of things
  • Metaverse

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