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2019 2nd International Conference on Safety Produce Informatization (IICSPI)最新文献

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Study on Mining Method of Network Fraud Gang Based on Big Data Analysis of Microblog 基于微博大数据分析的网络诈骗团伙挖掘方法研究
Pub Date : 2019-11-01 DOI: 10.1109/IICSPI48186.2019.9095948
Min-Fang Wei
As social media plays an increasingly important role in people's lives, microblog has become a very popular social platform in Chin. While microblog brings convenience to people in information transmission, it also brings the problem of many criminals using it to commit fraud., Fraud gangs use microblog to set language traps to defraud others of money and profit. In this regard, the sociogram is used to represent the social network of microblog. The network is a directed graph, with nodes representing microblog users and connecting lines representing the propagation path of microblog, so as to connect the initiation node of microblog and the forwarding node of microblog. In addition, this article will analyze the methods used by fraud groups through in-depth analysis of social networks and the use of data mining techniques. In the following paper, the structural composition and detailed characteristics of the microblog fraud group will be analyzed in detail. It looks for potential fraud groups on microblog to help users identify scams and avoid being tricked.
随着社交媒体在人们生活中扮演越来越重要的角色,微博在中国已经成为一个非常受欢迎的社交平台。微博在给人们传递信息带来便利的同时,也带来了许多犯罪分子利用微博进行诈骗的问题。诈骗团伙利用微博设置语言陷阱,骗取他人钱财和利益。在这方面,使用社交图来表示微博的社交网络。网络为有向图,节点表示微博用户,连接线表示微博的传播路径,连接微博的发起节点和转发节点。此外,本文将通过深入分析社交网络和使用数据挖掘技术来分析欺诈团体使用的方法。本文将详细分析微博诈骗群体的结构构成和具体特征。它在微博上寻找潜在的欺诈团体,帮助用户识别骗局,避免上当受骗。
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引用次数: 0
A Distributed Video Monitoring System Architecture for Semantic Retrieval 面向语义检索的分布式视频监控系统架构
Pub Date : 2019-11-01 DOI: 10.1109/IICSPI48186.2019.9096038
Sun Zhen, Qingdang Li, Wang Lu, Jun-Tao Wu
The storage and intelligent retrieval of massive video data is a hot topic in the field of surveillance. This paper designs a system architecture for distributed storage, indexing, and querying of ultra-magnitude video and its source data. By adopting a loosely coupled architecture, the various processing modules and services are completely separated. The system supports full processing from storage to semantic retrieval, enabling seamless expansion of the system and supporting uninterrupted video streaming.
海量视频数据的存储与智能检索是监控领域的研究热点。本文设计了一种超大规模视频及其源数据的分布式存储、索引和查询系统架构。通过采用松耦合体系结构,各种处理模块和服务完全分离。系统支持从存储到语义检索的全流程处理,实现系统的无缝扩展,支持不间断视频流。
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引用次数: 0
Personalized Trajectory Privacy-preserving Scheme for Mobile Social Networks 移动社交网络的个性化轨迹隐私保护方案
Pub Date : 2019-11-01 DOI: 10.1109/IICSPI48186.2019.9096011
Yuanyuan Zou, Xiaojin Guo
Mobile social networks are growing rapidly with the development of mobile terminals and wireless networks. However, the risk of leakage of trajectory privacy is increasing day by day. This paper proposed a personalized trajectory privacy preserving algorithm on mobile social networks. The algorithm solves the problem of over-protection under the traditional privacy protection according to the difference of privacy preserving requirements of mobile users. At the same time, the user forms an equivalence class by selecting a certain number of surrounding user partners to solve the privacy leakage problem caused by the excessive difference between the randomly generated false trajectory and the real trajectory. Finally, the experimental results show that the proposed scheme can generate trajectories similar to users, and the user's position and trajectory privacy average level exceeded 0.5, which proves the effectiveness of the algorithm.
随着移动终端和无线网络的发展,移动社交网络迅速发展。然而,轨迹隐私泄露的风险日益增加。提出了一种基于移动社交网络的个性化轨迹隐私保护算法。该算法根据移动用户隐私保护需求的差异,解决了传统隐私保护下的过度保护问题。同时,用户通过选择一定数量的周边用户伙伴形成等价类,解决随机生成的假轨迹与真实轨迹相差过大造成的隐私泄露问题。最后,实验结果表明,所提方案能够生成与用户相似的轨迹,且用户的位置和轨迹隐私平均水平均超过0.5,证明了算法的有效性。
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引用次数: 1
The Design and Implementation of Catering Safety Tracing System Based on Block Chain 基于区块链的餐饮安全追溯系统的设计与实现
Pub Date : 2019-11-01 DOI: 10.1109/IICSPI48186.2019.9095971
Taizhi Lv, Zhiwei Gan, Peng Wei, Tao Zhao
In recent years, catering safety problems have occurred frequently, and people increasingly hope that catering safety can be guaranteed. A catering safety tracing system is designed and developed to solve catering safety traceability problems. Block chain is a de-centralized database which uses distributed book database to store data. By block chain technology, this system can ensure the reliability of traceability information. By a web application and a hybrid APP, users can manage and query trace information. The SSM (Spring + Spring MVC+ Mybatis) framework which are used in the web application development simplifies the development and reduces the deployment difficulty.
近年来,餐饮安全问题频频发生,人们越来越希望餐饮安全能够得到保障。为解决餐饮安全溯源问题,设计开发了餐饮安全溯源系统。区块链是一种去中心化的数据库,它使用分布式图书数据库来存储数据。该系统通过区块链技术,保证了可追溯信息的可靠性。通过web应用程序和混合APP,用户可以对跟踪信息进行管理和查询。在web应用程序开发中使用SSM (Spring + Spring MVC+ Mybatis)框架,简化了开发,降低了部署难度。
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引用次数: 2
Short-term Hydro Power Scheduling under the Electricity Market Environment 电力市场环境下的水电短期调度
Pub Date : 2019-11-01 DOI: 10.1109/IICSPI48186.2019.9095949
Xiaoyun Huang, Huang Andi, Jingpeng Shao
In a deregulated system, the income of a power generation company will strongly depend on the scheduling of the generation. The traditional hydro scheduling method that has the goal of minimum production cost is no longer valid. This paper presents a novel approach to the short-term hydro power scheduling under the electricity market environment. The hydro power here includes the pump-storage power plant and the conventional hydro power plant. A suitable model for the deregulated market is built. The algorithm based on dynamic programming is developed. To cope with the uncertainty of the spot price and the inflow, the Monte-Carlo method is implemented through the construction of different scenarios of spot price and inflow according to specific probability distribution. The calculation for the test case shows that the algorithm is a practical one.
在一个放松管制的系统中,发电公司的收入将在很大程度上取决于发电计划。以生产成本最小为目标的传统水力调度方法已不再适用。提出了一种电力市场环境下水电短期调度的新方法。这里的水力发电包括抽水蓄能电站和常规水电站。建立了一个适合于解除管制市场的模型。提出了一种基于动态规划的算法。为了应对现货价格和资金流入的不确定性,根据具体的概率分布,通过构建不同的现货价格和资金流入场景来实现蒙特卡罗方法。对测试用例的计算表明,该算法是一种实用的算法。
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引用次数: 3
Vibration Fault Detection Cyber-physical System with Service Support 具有服务支持的振动故障检测信息物理系统
Pub Date : 2019-11-01 DOI: 10.1109/IICSPI48186.2019.9095903
Bo Xiao, Minghua Zhu
Vibration fault detection becomes increasingly used for economical and safety reasons. However, current research reveals some problems such as low accuracy of fault detection, few effective in-depth calculation of vibration data and few flexible architectures in that area. In this paper, a vibration fault detection Cyber-Physical System (CPS)with service support (S-VFDCPS) is presented. From the Service-Oriented Architecture (SOA) point of view, S-VFDCPS consists of enterprise level, gateway level and endpoint level, with relevant vibration detection services on each level. From the Cyber-Physical system (CPS) point of view, it contains three layers: the monitoring and control layer, the network layer and the device layer. Data processing algorithms and services are proposed quantifying the criteria of fault evaluation. It is shown by testing results that our proposed approach and the improvement in design make S-VFDCPS more flexible and accurate in real-time vibration fault detection.
出于经济和安全的考虑,振动故障检测的应用越来越广泛。然而,目前的研究还存在故障检测精度不高、对振动数据进行有效的深度计算较少、缺乏灵活的结构等问题。提出了一种具有服务支持的振动故障检测信息物理系统(CPS)。从面向服务的体系结构(SOA)的角度来看,S-VFDCPS由企业级、网关级和端点级组成,每个级别上都有相关的振动检测服务。从信息物理系统(CPS)的角度来看,它包含三层:监控层、网络层和设备层。提出了量化故障评估准则的数据处理算法和服务。测试结果表明,我们提出的方法和改进的设计使S-VFDCPS在实时振动故障检测中更加灵活和准确。
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引用次数: 0
An Effective Scheme for Copy-move Forgery Detection Using Polar Sine Transform 一种基于极坐标正弦变换的复制移动伪造检测方法
Pub Date : 2019-11-01 DOI: 10.1109/IICSPI48186.2019.9096005
Yanfen Gan, Jixiang Yang
Nowadays, as rapid development of image processing technique, it is necessary to authenticate whether an image is an artificial image or not. Copy-move forgery is the frequently-used image manipulation means. In this paper, Polar Sine Transform (PST) and Locality Sensitive Hashing (LSH) are combined to detect copy-move forgery image. First, the detected image is divided into lots of overlapping blocks. And then, PST is applied to extract feature from each block. Subsequently, LSH is applied to classify these block features, and we search the similar features in same class as candidate block feature pairs. Finally, the post-processing operation using Euclidean distance is presented to filter out the weak block feature pairs. A series of experiments show that the proposed method has robustness to rotation and JPEG compression and is superior to the state-of-the-art methods.
在图像处理技术飞速发展的今天,对图像是否为人工图像进行鉴别是十分必要的。复制-移动伪造是常用的图像篡改手段。本文将极坐标正弦变换(PST)和局部敏感散列(LSH)相结合,用于检测复制-移动伪造图像。首先,将检测到的图像分割成许多重叠的块。然后,应用PST对每个块进行特征提取。然后利用LSH对这些块特征进行分类,并在同一类中搜索相似的特征作为候选块特征对。最后,利用欧几里得距离进行后处理,过滤出弱块特征对。一系列实验表明,该方法对旋转和JPEG压缩具有鲁棒性,优于现有方法。
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引用次数: 1
Research on Vibration Control in a Reciprocating Compressor Piping System Using an Orifice Tube Structure 孔管结构往复压缩机管路系统振动控制研究
Pub Date : 2019-11-01 DOI: 10.1109/IICSPI48186.2019.9095967
Jianye Wang, Chengshuo Deng, Shibo Zhang, Xiaoshuai Guo, Guoan Yang
With the severe piping vibration caused by the gas pulsation of the reciprocating compressor, installing the orifice plate near the large container of the pipe system is an effective and simple solution for decreasing the gas pulsation in the field. In this paper, the fluid dynamics analysis proves that the improved orifice tube structure can better decrease the gas pulsation, and it is effective to reduce the piping vibration of a reciprocating compressor unit which is caused by the gas pulsation. The gas pulsation amplitude in the compressor pipeline system is decreased fundamentally by using the orifice tube, and the unit is in good running condition after the transformation, which effectively guarantees the long-term stable operation of the unit.
针对往复式压缩机气体脉动引起的管路剧烈振动问题,在管路系统大容器附近安装孔板是降低现场气体脉动的一种简单有效的解决方案。本文通过流体动力学分析证明,改进后的孔管结构能较好地减小气体脉动,有效地降低了由气体脉动引起的往复式压缩机组管路振动。采用孔板管后,压缩机管路系统内气体脉动幅值从根本上降低,改造后机组运行状态良好,有效保证了机组长期稳定运行。
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引用次数: 1
Tracking Registration Algorithm for Augmented Reality based on Random Fern 基于随机蕨的增强现实跟踪配准算法
Pub Date : 2019-11-01 DOI: 10.1109/IICSPI48186.2019.9095911
Peng-Xia Cao, Wen-Xin Li, Wei-Ping Ma
For markerless tracking registration methods, there exist a lot of problems like tracking registration failure and slow speed in the complex environment. To solve the problem, a random fern classifier is applied to the process of the markerless augmented reality tracking registration. This method uses a target object image in a real scene as a template, and the target of each frame of image is detected by the random fern classifier. By estimating the three-dimensional pose, the registered virtual object can be rendered to implement the augmented reality tracking registration. This method can solves the problems of tracking registration failures due to the change of ambient lighting or the targets were occluded. It has better real-time performance than the traditional wide baseline matching algorithm.
对于无标记的跟踪配准方法,在复杂的环境下存在着跟踪配准失败、速度慢等问题。为了解决这一问题,将随机蕨类分类器应用到无标记增强现实跟踪配准过程中。该方法以真实场景中的目标物体图像为模板,利用随机蕨类分类器对每一帧图像的目标进行检测。通过对三维姿态的估计,对注册的虚拟物体进行渲染,实现增强现实跟踪配准。该方法可以解决由于环境光照变化或目标遮挡导致的跟踪配准失败的问题。与传统的宽基线匹配算法相比,具有更好的实时性。
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引用次数: 3
Automatic Generation of Code Comments Based on Comment Reuse and Program Parsing 基于注释重用和程序解析的代码注释自动生成
Pub Date : 2019-11-01 DOI: 10.1109/IICSPI48186.2019.9095968
Yang Bai, Liping Zhang, Sheng Yan
In order to solve the problem of rare comments and low quality, a method of automatically generating code comments by comment reuse and program parsing is proposed. First, the clone code is detected by Nicad, and the codes and their comments are extracted. Then, through a series of heuristic rules such as dedrying and generalization, the code and the relatively simple code comments are streamlined and optimized. For complex code comments with obvious semantic characteristics, the program parsing method is used to optimize, finally, the comments are mapped to the code to automatically generate comments for the target code. In order to verify the validity of the experiment, the code comments in the 14 target software were manually verified, the comment results were evaluated, and then the five softwares were compared with the previous methods of ours team. The experimental results show that 33.69% of the code comments are good, the generated comments are 14.13% higher than the previous experimental methods, and the quality is improved by about 5%.
为了解决代码注释少、质量低的问题,提出了一种通过注释重用和程序解析来自动生成代码注释的方法。首先,Nicad检测克隆代码,提取代码及其注释。然后,通过一系列启发式规则如去干和泛化,对代码和相对简单的代码注释进行精简和优化。对于语义特征明显的复杂代码注释,采用程序解析的方法进行优化,最后将注释映射到代码中,为目标代码自动生成注释。为了验证实验的有效性,我们对14个目标软件中的代码注释进行了人工验证,并对注释结果进行了评价,然后将这5个软件与我们团队之前的方法进行了比较。实验结果表明,33.69%的代码注释是好的,生成的注释比以前的实验方法提高了14.13%,质量提高了约5%。
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引用次数: 1
期刊
2019 2nd International Conference on Safety Produce Informatization (IICSPI)
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