Hierarchical Community Detection Based on Partial Matrix Convergence Using Random Walks

Random walks are a standard tool for modeling the spreading process in social and biological systems.But in the face of large-scale networks,to achieve convergence,iterative calculation of the transition matrix in random walk methods consumes a lot of time.In this paper,we propose a three-stage hierarchical community detection algorithm based on Partial Matrix Approximation Convergence(PMAC) using random walks.First,this algorithm identifies the initial core nodes in a network by classical measurement and then utilizes the error function of the partial transition matrix convergence of the core nodes to determine the number of random walks steps.As such,the PMAC of the core nodes replaces the final convergence of all the nodes in the whole matrix.Finally,based on the approximation convergence transition matrix,we cluster the communities around core nodes and use a closeness index to merge two communities.By recursively repeating the process,a dendrogram of the communities is eventually constructed.We validated the performance of the PMAC by comparing its results with those of two representative methods for three real-world networks with different scales.     

景德镇学院学报发展困境探讨

本文就新升本科院校景德镇学院的学报发展困境进行简要探讨,反映我校学报的现状和特点,探讨出路。     

Hamilton线图中的泛圈性

对于图Ｇ的边ｅ＝ｕｖ，定义ｄ（ｅ）－ｄ（ｕ）＋ｄ（ｖ），这里ｄ（ｕ）和ｄ（ｖ）分分别表示ｕ和ｖ的度，该文的主要结果是：对阶为ｎ（ｎ≥４０）的简单连通图Ｇ，如果对Ｇ中任意两条边距离为２的边ｅ１，ｅ２都有ｄ（ｅ１）＋ｄ（ｅ２）≥ｎ，并且线图Ｌ（Ｇ）是Ｈａｍｉｌｔｏｎ的，则Ｌ（Ｇ）是泛圈的，并且条件Ｌ（Ｇ）是Ｈａｍｉｌｔｏｎ是必要的。     

教学机器人实验系统的开发

本文首先介绍了教学机器人实验系统的设计思想和系统构成，然后对其工作方式及与上位机的联机操作方法作了简要的说明，最后对该系统中模拟通用机器人语言所开发的模拟机器人语言的语句及应用这种机器人语言进行编程的特色作了专门的阐述．     

The harmonic decomposition reconstruction for the exponential radon transform

The exponential Radon transform, a generalization of the Radon transform, is defined and studied as a mapping of function spaces. It is represented in terms of Fourier transform of its domain and range, and this leads to the harmonic decomposition reconstruction. The results are similar results of Tretiak and Metz. Foundation item: Supported by the National Natural Science Foundation of China (No. 19971064), Key Project of Science and Technology of Hubei Province Education Committee. Biography: Wang Jin-ping (1963-), male, Ph.D. candidate, research direction: numberical solution of singular integral equation and integral transformation etc.     

高Q-腔中量子化平移运动与原子内态布居的关系

讨论了在驻波腔场中两能级原子的量子化平移运动与原子内态布居间的相互影响。结果表明原子量子化平移运动敏感地依赖于原子的内态布居。     

多媒体教学手段在天文教育中的应用--天文教学系列软件"探索宇宙"简介

结合中国目前天文学教育的现状和我系开展基础天文学教学的体会,对天文学教学中如何利用多媒体的手段进行了论述,并重点介绍了天文系列多媒体教学软件<探索宇宙>的特点和主要内容.     

四角场S=2离子ZFS高阶微扰公式的收敛性

本文以~５Ｂ＿２为基态，在强场图象下用微扰理论推导出了轴向零场分裂参量Ｄ的１到４阶微扰计算公式（~５Ｄ近似），并就公式的微扰收敛性进行了系统的讨论．通过计算和分析表明，当第一激发态靠近基态使得其能量与旋轨耦合常数ζ可比拟时．微扰公式是发散的．这时，微扰近似方法将不再有效。但在大多数情况下，公式保持有较好的收敛性．同时，给出了使微扰松式有效的晶场参量Ｄ＿９、δ和μ的近似取值范围，为~５Ｄ近似公式的应用提供了有价值的参考。