During the last two decades, we easilly see that the World Wide Web's link structure is modeled as the directed graph. In this paper, we will model the World Wide Web's link structure as the directed hypergraph. Moreover, we will develop the PageRank algorithm for this directed hypergraph. Due to the lack of the World Wide Web directed hypergraph datasets, we will apply the PageRank algorithm to the metabolic network which is the directed hypergraph itself. The experiments show that our novel PageRank algorithm is successfully applied to this metabolic network.
翻译:在过去二十年中,我们很容易看到万维网的链接结构以指示图为模型。在本文中,我们将以指示高光谱为万维网的链接结构为模型。此外,我们将为这一指示高光谱开发PageRank算法。由于缺乏万维网的定向高光谱数据集,我们将将PageRank算法应用到代谢网络上,而代谢网络是指示高光谱本身。实验显示,我们的小说PageRank算法成功地应用到了这个代谢网络上。