mdpedataset2024

.gitattributes

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README.md

@@ -11,13 +11,8 @@ task_categories:
 # MDPE Dataset
 MDPE is a multimodal deception dataset. Besides deception features, it also includes individual differences information in personality and emotional expression characteristics. MDPE not only supports deception detection, but also provides conditions for tasks such as personality recognition and emotion recognition, and can even study the relationships between them. 
 
-[Github Repo](https://github.com/cai-cong/MDPE)
+[Github Repo](https://github.com/MDPEdataset/MDPE)
 
-
-# News
-* 2025.12.17: Fixed labels files and some file naming errors. We strongly recommend that users who downloaded the dataset prior to [December 17, 2025] download the latest version of the labels file.
-* 2025.09.26: We have released an updated version of this dataset.
-  
 ## Dataset Download
 
 The data are passcode protected. Please download and send the signed [EULA](https://drive.google.com/file/d/1A1F8szMOTf9-rK8DYD23GruBArtnYdLl/view?usp=sharing) to [mdpe.contact@gmail.com](mdpe.contact@gmail.com) for access request.
@@ -29,11 +24,10 @@ For more details about MDPE, please refer to:
 Please cite our paper if you find our work useful for your research:
 
 ```
-@inproceedings{cai2025mdpe,
-  title={Mdpe: A multimodal deception dataset with personality and emotional characteristics},
+@article{cai2024mdpe,
+  title={MDPE: A Multimodal Deception Dataset with Personality and Emotional Characteristics},
   author={Cai, Cong and Liang, Shan and Liu, Xuefei and Zhu, Kang and Wen, Zhengqi and Tao, Jianhua and Xie, Heng and Cui, Jizhou and Ma, Yiming and Cheng, Zhenhua and others},
-  booktitle={Proceedings of the 33rd ACM International Conference on Multimedia},
-  pages={12957--12964},
-  year={2025}
+  journal={arXiv preprint arXiv:2407.12274},
+  year={2024}
 }
 ```

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personality.csv

@@ -1,4 +1,4 @@
-id,"1.Outgoing personality, enjoys socializing",2.Soft hearted and compassionate,3.Lack of organization,4.Calm and adept at handling pressure,5.Not very interested in art,"6.Be firm and confident, dare to express your own opinions",7.Humble and respectful towards others,8.Relatively lazy,9.Being able to maintain a positive attitude even after experiencing setbacks,10.Interested in many different things,11.I rarely feel excited or particularly want to (do) anything,12.Often picking on others' faults,13.Reliable,"14.Moody and unpredictable, with frequent emotional fluctuations",15.Skilled at creating and able to find smart ways to do things,16.Relatively quiet,17.Lack of empathy towards others,18.Work in a planned and organized manner,19.Easy to get nervous,"20.Enthusiastic with art, music, or literature","21.Often in a dominant position, like a leader",22.Often having disagreements with others,23.It's difficult to start taking action to complete a task,24.Feeling secure and satisfied with oneself,25.Disliking discussions with strong knowledge or philosophy,26.Not as energetic as others,27.Be magnanimous and magnanimous,28.Sometimes I lack a sense of responsibility,29.Emotionally stable and less likely to get angry,30.Almost no creativity,31.Sometimes shy and introverted,32.Helpful and selfless towards others,33.Habit keeps things tidy and orderly,34.Often worried and worried about many things,35.Valuing Art and Aesthetics,36.Feeling difficult to influence others,37.Sometimes being rude to people,38.Efficiently completing tasks from start to finish,39.Often feeling sad,40.Deep thinking,41.Full of energy,42.Do not trust others and doubt their intentions,"43.Reliable, always trustworthy to others",44.Being able to control one's emotions,45.lack imagination,46.Loud and talkative,47.Sometimes cold and indifferent to people,48.It's messy and doesn't like to tidy up,49.I rarely feel anxious or afraid,50.I find poetry and drama very boring,51.I prefer to have others take the lead and take responsibility,52.Humility and courtesy towards others,53.Has perseverance and can persist in completing tasks,54.Often feeling depressed and unhappy,55.Not very interested in abstract concepts and ideas,56.Full of enthusiasm,57.Think about people in the best possible way,58.Sometimes they may engage in irresponsible behavior,59.Emotions are variable and prone to anger,60.Creative and able to come up with new ideas,Extraversion,Agreeableness,Conscientiousnes,Neuroticism,Open Mindedness,Sociability,Assertiveness,Energy Level,Compassion,Respectfulness,Trust,Organization,Productiveness,Responsibility,Anxiety,Depression,Emotional Volatility,Intellectual Curiosity,Aesthetic Sensitivity,Creative Imagination
+id,"1.Outgoing personality, enjoys socializing",2.Soft hearted and compassionate,3.Lack of organization,4.Calm and adept at handling pressure,5.Not very interested in art,"6.Be firm and confident, dare to express your own opinions",7.Humble and respectful towards others,8.Relatively lazy,9.Being able to maintain a positive attitude even after experiencing setbacks,10.Interested in many different things,11.I rarely feel excited or particularly want to (do) anything,12.Often picking on others' faults,13.Reliable,"14.Moody and unpredictable, with frequent emotional fluctuations",15.Skilled at creating and able to find smart ways to do things,16.Relatively quiet,17.Lack of empathy towards others,18.Work in a planned and organized manner,19.Easy to get nervous,"20.Enthusiastic with art, music, or literature","21.Often in a dominant position, like a leader",22.Often having disagreements with others,23.It's difficult to start taking action to complete a task,24.Feeling secure and satisfied with oneself,25.Disliking discussions with strong knowledge or philosophy,26.Not as energetic as others,27.Be magnanimous and magnanimous,28.Sometimes I lack a sense of responsibility,29.Emotionally stable and less likely to get angry,30.Almost no creativity,31.Sometimes shy and introverted,32.Helpful and selfless towards others,33.Habit keeps things tidy and orderly,34.Often worried and worried about many things,35.Valuing Art and Aesthetics,36.Feeling difficult to influence others,37.Sometimes being rude to people,38.Efficiently completing tasks from start to finish,39.Often feeling sad,40.Deep thinking,41.Full of energy,42.Do not trust others and doubt their intentions,"43.Reliable, always trustworthy to others",44.Being able to control one's emotions,45.lack imagination,46.Loud and talkative,47.Sometimes cold and indifferent to people,48.It's messy and doesn't like to tidy up,49.I rarely feel anxious or afraid,50.I find poetry and drama very boring,51.I prefer to have others take the lead and take responsibility,52.Humility and courtesy towards others,53.Has perseverance and can persist in completing tasks,54.Often feeling depressed and unhappy,55.Not very interested in abstract concepts and ideas,56.Full of enthusiasm,57.Think about people in the best possible way,58.Sometimes they may engage in irresponsible behavior,59.Emotions are variable and prone to anger,60.Creative and able to come up with new ideas,Extraversion,Agreeableness,Conscientiousnes,Neuroticism,Open Mindedness,Sociability,Assertiveness,Energy Level,Compassion,Respectfulness,Trust,Organization,Productiveness,Responsibility,Anxiety,Depression,Emotional Volatility,Intellectual Curiosity,Aesthetic Sensitivity,Creative Imagination
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@@ -67,7 +67,7 @@ id,"1.Outgoing personality, enjoys socializing",2.Soft hearted and compassionate
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+69,4,4,4,2,1,3,4,4,3,5,2,1,4,3,5,3,1,3,4,4,4,2,2,4,2,2,5,2,4,1,2,4,4,2,4,4,1,3,1,4,4,3,5,5,2,4,4,4,3,4,3,5,5,2,1,5,4,2,3,5,34,33,47,42,39,10,14,10,11,14,8,15,13,19,14,14,14,11,15,13
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