# Human Understanding AI Paper Challenge 2024 -- Dataset Design

arXiv: https://arxiv.org/abs/2403.16509 · HTML: https://mlsanity.com/paper/2403.16509/

## Key facts

- Cited by 2 papers in the map (data through 14 Oct 2026).
- Builds on 0 of its 3 references that are in the map.
- First posted on arXiv 25 Mar 2024.

## Built on by (most cited first, 2 of 2)

- [TraM : Enhancing User Sleep Prediction with Transformer-based Multivariate Time Series Modeling and Machine Learning Ensembles](https://mlsanity.com/paper/2410.11293/) (2024)
- [PixleepFlow: A Pixel-Based Lifelog Framework for Predicting Sleep Quality and Stress Level](https://mlsanity.com/paper/2502.17469/) (2025)

## Abstract (arXiv)

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.