Table 4 Real network settings.

From: A topic dissemination model based on hypernetwork

Network

Number of nodes N

Number of simple edges \(\:E\)

Number of cliques \(\:E\)

Number of hyperedges \(\:E\)

Weibo

903

2065

1376

353

Twitter

236

1811

1187

310

Facebook

333

2519

1601

419

  1. For node characteristics in the three real networks, the available data consists of structural information, including nodes and their topological relationships. Since interest attributes are not inherently present, they must be assigned. The interest assignment follows a weighted selection process, where each node is randomly assigned a set of interest labels based on predefined probabilities that reflect their overall popularity. To ensure diversity, each node receives between 3 and 8 interest labels, balancing representation and variability within the network. Using the same parameter settings as in the analog simulation, the experimental results for each factor are as follows:
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