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.     

基于计算实验的流感大流行预防策略

流感是人类健康的重大威胁之一.为探索预防新型流感大流行的有效策略,建立了北京市计算流行病模型,评估了边境口岸检疫,病例治疗,病例隔离,社会关系抗病毒预防以及免疫接种措施对四种新型流感大流行的预防效能.结果表明:边境口岸检疫对于预防新型流感大流行的作用非常有限;积极的病例治疗可预防传播能力类似于2009年A(H1N1)的新型流感大流行;高强度的病例治疗和病例隔离可预防传播能力类似于1957年A(H2N2)的新型流感大流行;对于传播能力类似于1918年A(H1N1)的新型流感,在高强度病例治疗和病例隔离的基础上须对病例的社会关系进行抗病毒预防才有可能预防大流行;而对于具有超级传播能力的新型流感(R_03.3),必须依靠有效的广谱疫苗才能预防大流行.研究结果对于进一步完善我国应对流感大流行的应急准备与处置计划具有参考价值.     

高中生物教师现状的调查及分析——以玉林市为例

以玉林高中生物教师为研究对象,通过问卷调查法和个人访谈法对高中生物教师队伍的基本结构、生物教师配备、工作量、任职、收入、科研水平和进修培训等情况进行了调查,分析得出了影响高中生物教师发展的不利因素:(1)教师队伍结构不合理;(2)公立和私立学校、城市和乡镇学校,在师资配备、教师培养、待遇等方面的投入存在着较大的差距;(3)高中生物教师工作量较大、得到发展的机会较少;(4)教学资金投入不足,不利于教学工作的开展.文中结合新形势下对高中生物教师的要求,提出了一些促进高中生物教师发展的对策,以求为有关部门有效地优化高中生物教师队伍、合理利用和分配教师资源提供理论依据和实践参考.     

中线在不对称负载作Y连接时的作用

通过实验分析和理论计算,从两个方面说明中线在不对称负载作星形连接时的作用.     

道家全生避害思想解读

阐述道家轻物重生、全生避害的思想,简单分析了其中的不合理因素,如极端个人主义,拒绝功利的价值观以及对自然的过分崇尚等,着重阐述了其中所蕴涵的合理因素,如对个体生命的重视、中道的伦理智慧和天人合一的生态智慧,揭示了全生避害思想的时代意义。     

曲柄滑块刚体导引机构的尺度综合与运动仿真

根据曲柄滑块机构的型式 ,建立了一个含有对心和偏置两种情况在内的 2 0 30 0组的基本尺寸型连杆转角函数的谐波成分数据库。通过模糊识别方法 ,在已建立的数据库中 ,寻找出能够近似实现给定刚体导引的多个曲柄滑块机构基本尺寸型 ;然后计算机构的实际尺寸及安装尺寸参数。文中还给出了综合算例和运动仿真。     

农机报表管理系统的设计与实现

以新疆生产建设兵团农机报表管理系统为例，介绍了基于C／S和B／S模式的农机报表管理系统的设计与实现，并对其系统开发中的关键技术等内容进行了探讨。     

HF-Ⅰ新型改性酚醛树脂研制及性能评价

以苯酚、甲醛、环氧树脂、聚乙烯醇等为原料在酸性催化条件下 ,研制成一种新型环氧改性酚醛树脂 ,通过性能评价并从砂轮、切割片的应用表明。该粘合剂粘结性能、强度、韧性均达到国内同类产品先进水平 ,制做的砂轮、切割片性能优良。     

Therapeutic applications of bone marrow-derived stem cells in liver transplantation for end-stage liver diseases

Today, liver transplantation (LT) is the only established treatment for end-stage liver diseases. The de- velopment of LT, including OLT, cadaveric LT, split LT, living donor LT (LDLT), brings hopes to patients with these diseases. However, increasing donor shortage, rejection and life-long immunosuppression with its side effects are the major limitations of this therapy strategy. Bone marrow-derived stem cells (BMDSCs) are capable of differentiating into hepatocyte-like cells and contribute to liver injury repair. The microenvironment of liver injury caused by rejection, ischemia/reperfusion, loss of liver mass, recurrence of HCV and "small-for-size syndrome" after LT can attract a variety of bone marrow-derived stem cell population to the peripheral circulation and then migration to the injury liver to promote the hepatic function restoration. Additionally, BMDSCs can also take part in the functional regeneration of living donor liver after LDLT. This participation in liver regeneration may be associated to the interac- tion between SDF-1and its receptor CXCR4, involving HGF, IL-8, MMP9, and VEGF/VEGFR-2. BMDSC with its bio-characteristics could maintain the allograft tolerance from different angles and in different ways. In conclusion, BMDSCs transplantation, as a new assistant therapeutic method for LT, will ex- pand the space of LT, and provide more survival opportunities for the patients suffering liver diseases in the future.     

浅谈素质教育与图书馆工作

简述了素质教育的含义,分析了图书馆在素质教育中所处的地位和具备的优势,探讨了图书馆开展素质教育的有效途径。