A survey on hypergraph mining: Patterns, tools, and generators

G Lee, F Bu, T Eliassi-Rad, K Shin - arXiv preprint arXiv:2401.08878, 2024 - arxiv.org
Hypergraphs are a natural and powerful choice for modeling group interactions in the real
world, which are often referred to as higher-order networks. For example, when modeling …

Research on User Behavior Based on Higher-Order Dependency Network

L Qian, Y Dou, C Gong, X Xu, Y Tan - Entropy, 2023 - mdpi.com
In the era of the popularization of the Internet of Things (IOT), analyzing people's daily life
behavior through the data collected by devices is an important method to mine potential …

Smallworldness in hypergraphs

T Raghav, S Boccaletti, S Jalan - Journal of Physics: Complexity, 2023 - iopscience.iop.org
Most real-world networks are endowed with the small-world property, by means of which the
maximal distance between any two of their nodes scales logarithmically rather than linearly …

[PDF][PDF] Supplementary Document for 'A Survey on Hypergraph Mining: Patterns, Tools, and Generators'

G LEE, F BU, T ELIASSI-RAD, K SHIN - 2024 - dmlab.kaist.ac.kr
In this document, we discuss future applications and directions of hypergraph mining,
especially hypergraph patterns. We mainly review and discuss existing applications and …

[图书][B] Graph-Based Approaches for Prediction and Similarity Analysis

L Xing - 2024 - search.proquest.com
This thesis explores graph-based approaches for prediction and similarity analysis problems
within networks and hypergraphs. While existing algorithms for link prediction in networks …

A Study on Automatic Reasoning with Conceptual Computation Logic for Artificial Intelligence

김정식, 김진홍 - 한국지식정보기술학회논문지, 2023 - dbpia.co.kr
Today, Artificial intelligence is famous at research, industry area and a various application
system utilization such as App, SW, and devices. This ability of a digital computer or …