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publications

Emotions in social networks: Distributions, patterns, and models.

Published in CIKM (Acceptance Rate 21%), 2017

Find how emotions vary across users, how they evolve, and how they are connected to social ties+the dual of structural balance (signed nodes instead of edges).

Recommended citation: Jin, Shengmin, and Reza Zafarani. "Emotions in social networks: Distributions, patterns, and models." Proceedings of the 2017 ACM on Conference on Information and Knowledge Management. ACM, 2017. http://shengminjin.github.io/files/EmotionsDPM.pdf

Representing Networks with 3D Shapes.

Published in ICDM (Acceptance Rate 8.86%), 2018

A method to represent any network with a 3D shape. Shapes capture various network properties: isomorphic graphs = same shapes, different graphs (random graphs, dense graphs, etc.) have different shapes.

Recommended citation: Jin, Shengmin, and Reza Zafarani. "Representing Networks with 3D Shapes." 2018 IEEE International Conference on Data Mining (ICDM). IEEE, 2018. https://shengminjin.github.io/files/NetworkShapes.pdf

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