An environment for End-User Development of Web mashups

End-User Development aims to find novel ways that are suitable and intuitive for end users to create their own applications. We present a graphical environment in which users create new mashups by directly selecting interaction elements, content and functionalities from existing Web applications without requiring the intervention of expert developers. Then, users just need to exploit a copy–paste metaphor to indicate how to compose the selected interactive content and functionalities in the new mashup. The environment is enabled by a Web-based platform accessible from any browser, and is suitable for users without particular programming skills. We describe the architecture of our platform and how it works, including its intelligent support, show example applications, and report the results of first user studies.     

Web news mining in an evolving framework

Online news has become one of the major channels for Internet users to get news. News websites are daily overwhelmed with plenty of news articles. Huge amounts of online news articles are generated and updated everyday, and the processing and analysis of this large corpus of data is an important challenge. This challenge needs to be tackled by using big data techniques which process large volume of data within limited run times. Also, since we are heading into a social-media data explosion, techniques such as text mining or social network analysis need to be seriously taken into consideration.In this work we focus on one of the most common daily activities: web news reading. News websites produce thousands of articles covering a wide spectrum of topics or categories which can be considered as a big data problem. In order to extract useful information, these news articles need to be processed by using big data techniques. In this context, we present an approach for classifying huge amounts of different news articles into various categories (topic areas) based on the text content of the articles. Since these categories are constantly updated with new articles, our approach is based on Evolving Fuzzy Systems (EFS). The EFS can update in real time the model that describes a category according to the changes in the content of the corresponding articles. The novelty of the proposed system relies in the treatment of the web news articles to be used by these systems and the implementation and adjustment of them for this task. Our proposal not only classifies news articles, but it also creates human interpretable models of the different categories. This approach has been successfully tested using real on-line news.     

基于Web的网上作业系统设计与实现

按照网上作业平台系统实现目标,完成了系统功能性需求分析。对文件的数据库方式存储和文件系统方式的存储进行了比较,并分析、设计了本系统的存储结构。完成了数据库概念模型设计和数据表物理模型设计,详细给出了数据库关系图。设计并实现了基于Internet的课程网上作业子系统、个人网络硬盘子系统、课程资源库共享等子系统。该系统已经应用到日常的教学管理中,并取得了不错的效果。     

Understanding user intent on the web through interaction mining

Predicting the goals of internet users can be extremely useful in e-commerce, online entertainment, and many other internet-based applications. One of the crucial steps to achieve this is to classify internet queries based on available features, such as contextual information, keywords and their semantic relationships. Beyond these methods, in this paper we propose to mine user interaction activities to predict the intent of the user during a navigation session. However, since in practice it is necessary to use a suitable mix of all such methods, it is important to exploit all the mentioned features in order to properly classify users based on their common intents. To this end, we have performed several experiments aiming to empirically derive a suitable classifier based on the mentioned features.     

基于内容分析的网络新闻中社会网络自动抽取

本文针对网络新闻报道,提出了一种基于文本内容分析的社会网络自动抽取方法。此方法在对输入文章进行分词标注、共指消解等预处理之后,通过名词合并及主动词识别,得到存在关系的命名实体之间的关系指向和关系描述,最后通过有向图把存在关系的命名实体进行连接,形成由命名实体、实体间关系指向、实体间关系描述构成的关系网络。试验结果表明该方法对新闻中的命名实体关系抽取比较有效。     

基于Flex和SOA的防洪调度管理信息系统开发

由于体系规模、软件架构模式、系统集成技术的不同,现有的水利信息系统在应用过程中往往存在数据难以整合、功能难以共享等问题,形成所谓的“信息孤岛”。面向服务架构（SOA）具有低耦合性、跨平台、易维护和可扩充性等优点,可通过良好的接口和服务实现数据整合和功能共享,可有效克服“信息孤岛”问题。基于Flex平台和SOA架构,开发了防洪调度管理信息系统,实现了地理信息服务、水文监测数据管理、防洪调度方案比选、洪水演进模拟等功能。从系统架构、关键技术、功能界面3个方面详细论述了系统设计与实现过程,可为今后水利信息化系统建设提供借鉴和参考。     

浅谈Web数据挖掘技术

随着网络的快速发展与普及,大量有用的网络信息给人们生活、工作和学习带来了便利。与此同时网络中还存在着许多无用的信息,如何从浩如烟海的数据海洋中,快速准确的查找数据,成为了当今社会不可忽视的问题。Web数据挖掘技术,正是解决这一问题的关键。该文从Web数据挖掘技术的角度,阐述Web数据挖掘的概念、分类、过程及常见的Web数据挖掘算法。     

基于软构件的Web办公系统的设计与实现

该文对软构件进行了研究,提出了利用DSCIE（Distributed Software Component Integrated Environment）,即分布式软构件集成环境的框架开发Web办公系统的方法。Web办公系统通过.net技术来实现。并且基于这个框架成功开发出了铁路Web办公系统。     

嵌入式Web的远程数据交互式设计

随着物联网的发展,越来越多的嵌入式系统与网络相结合。要实现设备与网络之间数据互联互通,必须解决嵌入式系统与Web之间数据交互的问题。本文基于CGI/SSI和XMLHTTPRequest两种方式,实现了嵌入式Web与浏览器之间的动态数据交换。通过实际运行测试,性能稳定可靠。