一种基于用户情境聚类的个性化推荐算法

面向基于情境感知的推荐问题,提出一种基于用户情境聚类的个性化推荐算法。该算法利用情境预过滤的思想,首先运用模糊聚类的方法对历史数据集中用户的情境进行聚类,构造与当前用户情境相似度较高的用户集合,再与传统的基于用户的协同过滤算法相结合进行个性化推荐。实验采用公开数据集,结果表明该算法在多维情境信息条件下可用,并且推荐准确度要高于传统协同过滤算法,在聚类粒度不同的情况下对推荐结果也会产生不同的影响。     

Construction of a key-dependent message secure symmetric encryption scheme in the ideal cipher model

Key-dependent message （KDM） security is an important security issue that has attracted much research in recent years. In this paper, we present a new construction of the symmetric encryption scheme in the the ideal cipher model （ICM）; we prove that our scheme is KDM secure against active attacks with respect to arbitrary polynomialtime challenge functions. Our main idea is to introduce a universal hash function （UHF） h as a random value for each encrypfion, and then use s = h（sk） as the key of the ideal cipher F, where sk is the private key of our symmetric encryption scheme. Although many other schemes that are secure against KDM attacks have already been proposed, in both the ideal standard models, the much more significance of our paper is the simplicity in which we implement KDM security against active attacks.     

液氯钢瓶储存的危险性分析

对液氯仓储系统中钢瓶泄漏产生的毒害区域进行了分析计算，对涉及液氯钢瓶储存需要设置的安全设施、泄漏处理进行了归纳总结。     

融合DSTM和USTM方法的主题模型

当前监督或半监督隐藏狄利克雷分配（latent Dirichlet allocation,LDA）模型多数采用DSTM（down-stream supervised topic model）或USTM（upstream supervised topic model）方式加入额外信息,使得模型具有较高的主题提取和数据降维能力,然而无法处理包含多种额外信息的学术文档数据。通过对LDA及其扩展模型的研究,提出了一种将DSTM和USTM结合的概率主题模型ART（author ＆amp; reference topic）。ART模型分别以USTM和DSTM方式构建了文档作者和引用文献的生成过程,因此可以对既包含作者信息又包含引用文献信息的文档进行有效的分析处理。在实验过程中采用Stochastic EM Sampling 方法对模型参数进行了学习,并将实验结果与Labeled LDA和DMR模型进行了对比。实验结果表明,ART模型不仅拥有高效的文档主题提取和聚类能力,同时还拥有优良的文档作者判别和引用文献排序能力。     

变压器绕组变形实例

以两起短路冲击引发的变压器绕组变形事故为例．介绍判断变压器绕组变形的方法、     

分散聚合及单分散聚合物微球制备技术

分散聚合是一种新的聚合方法 ,反应开始前 ,单体、引发剂和分散剂均溶解在介质中 ,随着反应的进行 ,当聚合物链达到临界值时便会从介质中分离出来 ,并借助于分散剂稳定地悬浮在介质中。分散聚合方法已被应用于许多领域 ,如涂料工业、生物工程、医学、信息产业、化学工业等。介绍了分散聚合及单分散聚合物微球制备技术的进展 ,并对其聚合机理及聚合反应影响因素进行了概述。     

变电站谐波测试和分析

对选定回路进行谐波测试,分析变流设备产生谐波的原因,并提出抑制方案.     

Guaranteed transient performance based control with input saturation for near space vehicles

This paper describes the design of guaranteed transient performance based attitude control for the near space vehicle(NSV)with control input saturation using the backstepping method.To improve the robust controllability of the NSV,the parameter adaptive method is used to tackle the integrated effect of unknown time-varying disturbance and control input saturation.Based on the backstepping technique and parameter estimated outputs,a robust attitude control scheme is proposed for the NSV with input saturation.A novel robust attitude control scheme is then proposed based on a prescribed performance bound(PPB)which characterizes the convergence rate and maximum overshoot of the attitude tracking error.The closed-loop system stability under both the developed robust attitude control schemes is proved using Lyapunov’s method and uniformly asymptotical convergence of all closed-loop signals is guaranteed.Finally,simulation results are given to show the effectiveness of both the proposed robust constrained attitude control schemes.     

燃煤发电机组锅炉节油技术

介绍浙能长兴发电有限公司300MW燃煤机组锅炉在节约燃油方面所采取的措施.     

2150mm带钢热连轧层流冷却控制系统

基于2150mm带钢热连轧生产线中层流冷却的设备、仪表和控制要求,西门子公司设计了层冷段的控制系统,包括硬件配置、数学模型等.实践证明该系统稳定可靠、安全性高,颇受用户好评,具有在国内同类生产线上进行推广应用的价值.