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Human Understanding AI Paper Challenge 2024 -- Dataset Design

Se Won Oh, Hyuntae Jeong, Jeong Mook Lim, Seungeun Chung, Kyoung Ju Noh

TL;DR

This document introduces the datasets that will be provided to participants in the competition, and summarizes the issues to consider in data processing and learning model development.

Abstract

In 2024, we will hold a research paper competition (the third Human Understanding AI Paper Challenge) for the research and development of artificial intelligence technologies to understand human daily life. This document introduces the datasets that will be provided to participants in the competition, and summarizes the issues to consider in data processing and learning model development.

Human Understanding AI Paper Challenge 2024 -- Dataset Design

TL;DR

This document introduces the datasets that will be provided to participants in the competition, and summarizes the issues to consider in data processing and learning model development.

Abstract

In 2024, we will hold a research paper competition (the third Human Understanding AI Paper Challenge) for the research and development of artificial intelligence technologies to understand human daily life. This document introduces the datasets that will be provided to participants in the competition, and summarizes the issues to consider in data processing and learning model development.
Paper Structure (4 sections, 1 equation, 3 figures, 5 tables)

This paper contains 4 sections, 1 equation, 3 figures, 5 tables.

Table of Contents

  1. Introduction
  2. Dataset composition
  3. Submission format and evaluation method
  4. Conclusion

Figures (3)

  • Figure 1: The sensors employed for lifelog collection
  • Figure 2: Example of the seven metrics
  • Figure 3: Example of a final submission file