Query Design for Crowdsourced Clustering: Effect of Cognitive Overload and Contextual Bias

This repository provides code for the simulations, experiments, and datasets in our paper: Query Design for Crowdsourced Clustering: Effect of Cognitive Overload and Contextual Bias @ The Web Conference 2025 (WWW 2025).

Requirements

• python3.9
• node.js 16

Structure

The root of the codebase contains 4 directories.

1. analysis contains code we used to analyze our reuslts
2. datasets contains the datasets we used in the paper
3. interfaces contains the two interfaces we used in the paper
4. simulations contains the code we used to conduct simulation study

Citation

If you find our repository useful for your research, please consider citing our paper.

@inproceedings{
  chen2025query,
  title={Query Design for Crowdsourced Clustering: Effect of Cognitive Overload and Contextual Bias},
  author={Yi Chen and Ramya Korlakai Vinayak},
  booktitle={THE WEB CONFERENCE 2025},
  year={2025},
  url={https://openreview.net/forum?id=51IyhOAptb}
}