An intelligent web-page classifier with fair feature-subset selection

The explosion of on-line information has given rise to many manually constructed topic hierarchies (such as Yahoo!!). But with the current growth rate in the amount of information, manual classification in topic hierarchies results in an immense information bottleneck. Therefore, developing an automatic classifier is an urgent need. However, classifiers suffer from enormous dimensionality, since the dimensionality is determined by the number of distinct keywords in a document corpus. More seriously, most classifiers are either working slowly or they are constructed subjectively without any learning ability. In this paper, we address these problems with a fair feature-subset selection (FFSS) algorithm and an adaptive fuzzy learning network (AFLN) for classification. The FFSS algorithm is used to reduce the enormous dimensionality. It not only gives fair treatment to each category but also has ability to identify useful features, including both positive and negative features. On the other hand, the AFLN provides extremely fast learning ability to model the uncertain behavior for classification so as to correct the fuzzy matrix automatically. Experimental results show that both FFSS algorithm and the AFLN lead to a significant improvement in document classification, compared to alternative approaches.     

Using Web resources to construct multilingual medical thesaurus for cross-language medical information retrieval

Due to the language barrier, non-English users are unable to retrieve the most updated medical information from the U.S. authoritative medical websites, such as PubMed and MedlinePlus. However, currently, there is no any cross-language medical information retrieval (CLMIR) system that can help Chinese-speaking consumers cross the language barrier in finding useful English medical information. A few CLMIR systems utilize MeSH (Medical Subject Headings) to help overcome the language barrier. Unfortunately, the traditional Chinese version of MeSH is currently unavailable.In this paper, we employ a semi-automatic term translation method to construct a Chinese–English MeSH by exploiting abundant multilingual Web resources, including Web anchor texts and search–result pages. Through this method, we have developed a Chinese–English Mesh Compilation System to assist knowledge engineers in compiling a Chinese–English medical thesaurus with more than 19,000 entries. Furthermore, this thesaurus has been used to develop a prototypical system for cross-language medical information retrieval, MMODE, which can help consumers retrieve top-quality English medical information using Chinese terms.     

Examining the effects of caching,compression and popup filtering on internet surfing

Over the years the number of Web users has increased dramatically unfortunately leading to the inherent problem of congestion. This can affect each user's surfing experience. This paper investigates download times associated with a web request, identifies where delays occur, and provides guidelines which can be followed by web developers to enable a faster and more efficient download and service for their users. We conclude that delays in Internet traffic and congestion can often be attributed to poorly developed sites (e.g. excessive image size). Copyright © 2005 John Wiley & Sons, Ltd.     

使用矩阵实现LRU的页面置换算法

操作系统的内存管理一直是计算机领域研究的一个重要方向。文中分析了几种常用内存管理中的页面置换算法及其存在的问题,提出了LUR页面置换算法的操作系统内存管理中比较接近理想算法的一种页面置换算法,并阐述了使用矩阵方法实现该页面置换算法的原理。     

基于PCI和LVDS的高速数据存储系统的设计

针对某系统图像数据量大、传输速率快的特点,提出了采用PCI总线协议完成PC与高速数据存储系统之间的通信,利用LVDS总线协议传输数据并进行混合编帧的解决方案。为提高数据存储速率,使用Flash交叉双平面页编程技术,将写入速度提高到30 MB/s,有效地满足了图像高速存储的要求。针对数据的码率匹配,通过构建片内FIFO缓存来实现。测试结果表明,所设计的数据存储系统能够稳定地接收并存储图像数据,而且具有很高的可靠性。     

基于链接关系分析的PgaeRank改进算法研究

经典的PageRank算法对所有出链网页采用平均分配链出权值的策略,这种方式会导致网页PR值计算的不准确性。通过对链出网页的重要性进行分析,优化链出权值的分配策略,实验结果表明,改进的PageRank算法使得页面排序的结果更加优化。     

一种隐式关联页面的挖掘方法

点击流数据是分析互联网用户心理倾向的关键,用户感兴趣的页组关联就隐藏于WEB日志之中。网站页面间的隐式关联可以通过分析点击流数据实现。给出了一种挖掘关联页面的方法。关联页面发现算法采用了一种类似于Apriori的模型。算法克服了前人关联页面算法的一些缺点,能够更好地适应复杂的互联网环境。     

web设计中div＋css页面布局的应用研究

随着web标准化设计理念的普及,目前网站几乎均采用DIV＋CSS进行网页的排版布局,用DIV布局,使用CSS层叠样式来实现页面的外观。本文就DIV布局时CSS样式表一些关键属性设置进行探讨。     

网页色彩的导向作用

色彩作为一种重要的设计语言,对于网页设计的影响是深刻而广泛的。从不同的角度分析阐释了色彩作为和线条、文字等一样重要的视觉元素,在网页设计中所起到的重要导向作用以及由此对提高网页信息传递效率的重要影响。     

直接侧向力与气动力复合控制导弹脱靶量分析

大气层内姿控式直接侧向力控制导弹末制导系统存在气动力控制与复合控制之间的切换,在这种特殊情形下引入有限时间广义H2方法进行脱靶量分析.根据复合控制导弹末制导系统数学模型,研究了切换情形下的零效脱靶量与制导系统关键参数之间的关系,分析了直接侧向力启控时间、有效导航比、修正比例导引系数以及目标估计环节时间常数对零效脱靶量的影响.分析结果为制导末端直接侧向力启控时间的确定和修正比例导引律参数的选择提供了有力依据.