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Algorithm 1 Calculating the PageRank of nodes in the ACMN. |
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Input:
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Output: Multiplex PageRank of nodes in
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| 1: Calculate the largest eigenvalue of each layer. |
| 2: Arrange the layers in descending order of their eigenvalues as a larger eigenvalue indicates faster information dissemination [37]. |
| 3: Calculate the PageRank of the 1st layer using Equation (5). |
| 4: Calculate the PageRank of the 2nd layer with respect to the 1st layer using Equation (6). |
| 5: Calculate the PageRank of the 3rd layer with respect to the 2nd layer according to Equation (6). |
| 6: Return: The PageRank of the 3rd layer is the PageRank of the ACMN. |