Datasets:
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---
task_categories:
- feature-extraction
language:
- en
tags:
- sociology
- psychology
- social media
pretty_name: MBTI personality
---
This dataset include **85462** Users profiles with MBTI personality traits from [Personality Cafe](https://www.personalitycafe.com/), , with the following information:
- Usernames
- MBTI types
- Gender
- Followers
- Self-descriptions (About section)
- Sexual orientation
- Enneagram Type
There is a small version of this dataset of 17,000 users with integrated personalties, you can find it at the [Github](https://github.com/ZhiyaoShu/LLM-HGNN-MBTI)
🌹Please Cite Our Work If Helpful:
Thanks! / 谢谢! / ありがとう! / merci! / 감사! / Danke! / спасибо! / gracias! ...
```
@inproceedings{shu2024llm,
title={When LLM Meets Hypergraph: A Sociological Analysis on Personality via Online Social Networks},
author={Shu, Zhiyao and Sun, Xiangguo and Cheng, Hong},
booktitle={Proceedings of the 33th ACM international conference on information \& knowledge management (CIKM)},
year={2024}
}
```
Works related to this dataset and graph with social personality analysis:
```
@article{sun2023self,
title={Self-supervised hypergraph representation learning for sociological analysis},
author={Sun, Xiangguo and Cheng, Hong and Liu, Bo and Li, Jia and Chen, Hongyang and Xu, Guandong and Yin, Hongzhi},
journal={IEEE Transactions on Knowledge and Data Engineering},
volume={35},
number={11},
pages={11860--11871},
year={2023},
publisher={IEEE}
}
```
```
@article{sun2022your,
title={In your eyes: Modality disentangling for personality analysis in short video},
author={Sun, Xiangguo and Liu, Bo and Ai, Liya and Liu, Danni and Meng, Qing and Cao, Jiuxin},
journal={IEEE Transactions on Computational Social Systems},
volume={10},
number={3},
pages={982--993},
year={2022},
publisher={IEEE}
}
```
```
@article{sun2020group,
title={Group-level personality detection based on text generated networks},
author={Sun, Xiangguo and Liu, Bo and Meng, Qing and Cao, Jiuxin and Luo, Junzhou and Yin, Hongzhi},
journal={World Wide Web},
volume={23},
pages={1887--1906},
year={2020},
publisher={Springer}
}
```
```
@inproceedings{sun2018personality,
title={Who am I? Personality detection based on deep learning for texts},
author={Sun, Xiangguo and Liu, Bo and Cao, Jiuxin and Luo, Junzhou and Shen, Xiaojun},
booktitle={2018 IEEE international conference on communications (ICC)},
pages={1--6},
year={2018},
organization={IEEE}
}
``` |