Creating a live, public short message service corpus: the NUS SMS corpus

Short Message Service (SMS) messages are short messages sent from one person to another from their mobile phones. They represent a means of personal communication that is an important communicative artifact in our current digital era. As most existing studies have used private access to SMS corpora, comparative studies using the same raw SMS data have not been possible up to now. We describe our efforts to collect a public SMS corpus to address this problem. We use a battery of methodologies to collect the corpus, paying particular attention to privacy issues to address contributors’ concerns. Our live project collects new SMS message submissions, checks their quality, and adds valid messages. We release the resultant corpus as XML and as SQL dumps, along with monthly corpus statistics. We opportunistically collect as much metadata about the messages and their senders as possible, so as to enable different types of analyses. To date, we have collected more than 71,000 messages, focusing on English and Mandarin Chinese.     

下一代综合测试系统的研究与实现

LXI标准已成为测试行业的发展趋势,介绍了LXI技术的起源、分类及发展。重点介绍了IVI驱动程序的构成、特点,并基于IVI驱动程序,利用LabVIEW实现了一个话路测试仪,经过测试表明此仪器符合LXI仪器标准,且具有成本低、通用性强等诸多特点。     

网络数据库安全及加密技术

互联网的发展,给网络数据库数据的保密性、完整性和可用性带来了很大的威胁.本文总结了近些年数据库安全技术的发展过程,重点介绍了数据库加密技术的特点及新型的数据加密模式.     

基于ARM处理器的嵌入式WEB服务器的设计与实现

本文主要研究了基于嵌入式系统的WEB服务器的软、硬件实现,其研究核心是三星的S3C2410X微处理器.此外,还对系统的各个模块和嵌入式系统WEB服务器的工作过程进行了具体的分析.     

自适应均衡器的FPGA实现

在无线通信系统中,由于多径效应的干扰导致信号在传输过程中不可避免地产生码间干扰,因此必须在接收端增加均衡器,以消除码间干扰,提高传输质量。该自适应均衡器设计以FPGA为设计平台,使用自上而下的模块化的设计方法,利用StratixⅡ系列EP1C20F324C6芯片,采用横向滤波器结构,设计并行结构的8阶复数滤波器。最后在QuartusⅡ中进行仿真与综合,结果显示I、Q两路误差信号趋于零,从而实现自适应均衡,降低误码率。     

基于FPGA实现DSP与RapidIO网络互联

本文首先简单的介绍了总线的发展,从而引出一种新型的串行点对点交换结构RapidIO.DSP在高性能处理系统中的重要性毋庸置疑,但是目前的很多DSP并没有RapidlO接口.本文提出了利用FPGA,将DSP的总线桥接到一个RapidIO IP上,从而实现了DSP与RapidIO网络的互联.     

Learning Image-Text Associations

Web information fusion can be defined as the problem of collating and tracking information related to specific topics on the World Wide Web. Whereas most existing work on Web information fusion has focused on text-based multidocument summarization, this paper concerns the topic of image and text association, a cornerstone of cross-media Web information fusion. Specifically, we present two learning methods for discovering the underlying associations between images and texts based on small training data sets. The first method based on vague transformation measures the information similarity between the visual features and the textual features through a set of predefined domain-specific information categories. Another method uses a neural network to learn direct mapping between the visual and textual features by automatically and incrementally summarizing the associated features into a set of information templates. Despite their distinct approaches, our experimental results on a terrorist domain document set show that both methods are capable of learning associations between images and texts from a small training data set.     

激光扫描车身测量传感器靶标识别体系的研究

介绍了四光束激光扫描测量车身三维坐标的系统构成和基本原理,从系统PIN预处理输出的靶标回射信号的特点出发,为汽车车身测量传感器设计了基于条形码识别原理的合作靶标识别体系,最多可同时对27个测量点进行有效识别,确保传感器的精度要求和效率要求,达到了很好的实验效果。     

基于PIC16F873单片机的水产养殖增氧机设计

文中给增氧机设计了一种自动控制方案,这个方案的硬件电路采用了美国MICROSHIP公司生产的PIC16F873单片机.使得该系统具有智能增氧,水温报警的功能,可以有效的提高水产养殖的自动化程度和提高水产养殖的饲料利用率.     

基于人工免疫的网络安全态势评估模型

本文将人工免疫原理应用到网络安全态势评估的研究中.通过对入侵检测模型中有关自体、非自体、抗原的形式化描述,建立了抗体细胞的演化机制、动态免疫记忆、免疫监视等免疫机制.依据人体免疫系统抗体浓度的变化与病原体入侵强度的对应关系,建立了网络安全态势实时定量计算模型.