Mining of Real-world Hypergraphs: Patterns, Tools, and Generators

Author:

Lee Geon1ORCID,Yoo Jaemin2ORCID,Shin Kijung1ORCID

Affiliation:

1. KAIST, Seoul, Republic of Korea

2. Carnegie Mellon University, Pittsburgh, PA, USA

Funder

Institute of Information & Communications Technology Planning & Evaluation

National Research Foundation of Korea

Publisher

ACM

Reference34 articles.

1. Albert-László Barabási and Réka Albert . 1999. Emergence of scaling in random networks. science , Vol. 286 , 5439 ( 1999 ), 509--512. Albert-László Barabási and Réka Albert. 1999. Emergence of scaling in random networks. science, Vol. 286, 5439 (1999), 509--512.

2. Natalie C Behague , Anthony Bonato , Melissa A Huggan , Rehan Malik , and Trent G Marbach . 2021. The iterated local transitivity model for hypergraphs. arXiv preprint arXiv:2101.12560 ( 2021 ). Natalie C Behague, Anthony Bonato, Melissa A Huggan, Rehan Malik, and Trent G Marbach. 2021. The iterated local transitivity model for hypergraphs. arXiv preprint arXiv:2101.12560 (2021).

3. Simplicial closure and higher-order link prediction

4. Austin R Benson Ravi Kumar and Andrew Tomkins. 2018b. Sequences of sets. In KDD. Austin R Benson Ravi Kumar and Andrew Tomkins. 2018b. Sequences of sets. In KDD.

5. Fanchen Bu , Geon Lee , and Kijung Shin . 2023. Hypercore Decomposition for Non-Fragile Hyperedges: Concepts , Algorithms, Observations, and Applications. arXiv preprint arXiv:2301.08440 ( 2023 ). Fanchen Bu, Geon Lee, and Kijung Shin. 2023. Hypercore Decomposition for Non-Fragile Hyperedges: Concepts, Algorithms, Observations, and Applications. arXiv preprint arXiv:2301.08440 (2023).

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