论文标题
根据高阶加权引用来量化学术论文的影响
Quantifying the Impact of Scholarly Papers Based on Higher-Order Weighted Citations
论文作者
论文摘要
量化学术论文的影响具有重要意义，但尚未探讨引用论文的地理距离的影响。在本文中，我们研究了30,596篇论文C，并确定了引文与作者分支机构之间的地理距离之间的关系。随后，将相对引文的权重评估学术论文的影响。还开发了一种高阶加权量子pagerank算法来解决多个台阶引文流的行为。捕获具有高阶依赖性的引文动力学揭示了论文的实际影响，包括有时在先前研究中被排除的必要自我引用。量子Pagerank在本文中用于帮助区分Pagerank值相同的节点。
Quantifying the impact of a scholarly paper is of great significance, yet the effect of geographical distance of cited papers has not been explored. In this paper, we examine 30,596 papers published in Physical Review C, and identify the relationship between citations and geographical distances between author affiliations. Subsequently, a relative citation weight is applied to assess the impact of a scholarly paper. A higher-order weighted quantum PageRank algorithm is also developed to address the behavior of multiple step citation flow. Capturing the citation dynamics with higher-order dependencies reveals the actual impact of papers, including necessary self-citations that are sometimes excluded in prior studies. Quantum PageRank is utilized in this paper to help differentiating nodes whose PageRank values are identical.
