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