Modelling Individual Negative Emotion Spreading Process with Mobile Phones
Authors: Zhanwei Du, Yongjian Yang, Chuang Ma, Yuan Bai
AAAI 2015 | Conference PDF | Archive PDF | Plain Text | LLM Run Details
| Reproducibility Variable | Result | LLM Response |
|---|---|---|
| Research Type | Experimental | Taking the MIT Social Evolution dataset as an example, the experimental results verify the efficacy of our techniques on real-world data. |
| Researcher Affiliation | Academia | Zhanwei Du,Yongjian Yang, Chuang Ma, Yuan Bai Jilin University Changchun, 130012 PRC |
| Pseudocode | No | The paper does not contain any structured pseudocode or algorithm blocks. |
| Open Source Code | No | The paper does not provide any statements about releasing open-source code for the described methodology. |
| Open Datasets | Yes | GCHMSM is tested on the MIT Social Evolution Dataset (Madan et al. 2012). |
| Dataset Splits | No | The paper mentions using the MIT Social Evolution Dataset for a specific period but does not provide explicit training, validation, or test dataset splits or percentages. |
| Hardware Specification | No | The paper does not provide specific details about the hardware (e.g., CPU, GPU models, memory) used for running its experiments. |
| Software Dependencies | No | The paper mentions using a 'Gibbs Sampling method' but does not provide specific software names or version numbers for any libraries or dependencies. |
| Experiment Setup | No | The paper describes the model parameters and inference method but does not provide specific experimental setup details such as hyperparameter values or training configurations. |