Predicting Opinion Dynamics via Sociologically-Informed Neural Networks

Author:

Okawa Maya1,Iwata Tomoharu2

Affiliation:

1. NTT Human Informatics Labs, Yokosuka, Japan

2. NTT Communication Science Labs, Kyoto, Japan

Publisher

ACM

Reference51 articles.

1. Robert P Abelson . 1964. Mathematical models of the distribution of attitudes under controversy. Contributions to mathematical psychology ( 1964 ). Robert P Abelson. 1964. Mathematical models of the distribution of attitudes under controversy. Contributions to mathematical psychology (1964).

2. Opinion Fluctuations and Disagreement in Social Networks

3. Emergence of polarized ideological opinions in multidimensional topic spaces;Fabian Baumann;Physical Review,2021

4. Atilim Gunes Baydin etal 2018. Automatic differentiation in machine learning: A survey. Journal of machine learning research 18 (2018). Atilim Gunes Baydin et al. 2018. Automatic differentiation in machine learning: A survey. Journal of machine learning research 18 (2018).

5. Yuyao Chen , Lu Lu , George Em Karniadakis, and Luca Dal Negro . 2020 . Physicsinformed neural networks for inverse problems in nano-optics and metamaterials. Optics express 28, 8 (2020), 11618--11633. Yuyao Chen, Lu Lu, George Em Karniadakis, and Luca Dal Negro. 2020. Physicsinformed neural networks for inverse problems in nano-optics and metamaterials. Optics express 28, 8 (2020), 11618--11633.

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1. Propagation of Stubborn Opinions on Signed Graphs;2023 62nd IEEE Conference on Decision and Control (CDC);2023-12-13

2. Self-Disclosure Causality Detection: Discover What Cause the Self-Disclosure;2023 8th International Conference on Data Science in Cyberspace (DSC);2023-08-18

3. Bounded Confidence and Cohesion-Moderated Pressure: A General Model for the Large-Scale Dynamics of Ordered Opinion;Entropy;2023-08-16

4. A Sublinear Time Algorithm for Opinion Optimization in Directed Social Networks via Edge Recommendation;Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining;2023-08-04

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