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Vol 3 No 2最新文献

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Implementation of Kanban Techniques in Software Development Process: An Empirical Study Based on Benefits and Challenges 看板技术在软件开发过程中的实施:基于收益与挑战的实证研究
Pub Date : 2020-03-05 DOI: 10.30537/sjcms.v3i2.356
Muhammad Noman Riaz
It has been observed that there is an increasing trend of implementing Lean Techniques as a whole in general and Kanban in particular in the software development process all across the globe to reap the proclaimed advantages of these techniques as documented in the available literature and verified by the Lean practitioners. The main goal of this paper is to highlight the present state of implementation and usage of Kanban techniques in the software development process, its obtained and to-be-obtained benefits, challenges that are being faced by the software development companies and the reason(s) of motivation that compels the organization to adopt Kanban technique. Furthermore, the solutions for challenges identified during the study will also be suggested. In order to achieve this, an empirical study has been conducted encompassing a survey followed by complementing thematic interview sessions with 241 employees of 67 software companies of Pakistan. The companies involved in the empirical study have reasonable years of experience in practicing Agile and Lean techniques. Generally, the obtained results depict that the usage of Kanban techniques is rather positive and appreciative; however, the challenges that are being faced in Kanban adoption are lack of specialized training and experience pertaining to its usage and a too conventional organizational culture.
据观察,在全球范围内,将精益技术作为一个整体,尤其是看板技术,在软件开发过程中实现的趋势正在增加,以获得这些技术所宣称的优势,这些优势记录在可用的文献中,并由精益实践者验证。本文的主要目的是强调在软件开发过程中看板技术的实现和使用的现状,它所获得的和将要获得的好处,软件开发公司所面临的挑战,以及迫使组织采用看板技术的动机原因。此外,还将提出研究期间确定的挑战的解决方案。为了实现这一目标,对巴基斯坦67家软件公司的241名员工进行了一项实证研究,其中包括一项调查,随后辅以专题访谈。参与实证研究的公司在实践敏捷和精益技术方面有相当多年的经验。总的来说,获得的结果表明看板技术的使用是相当积极和值得赞赏的;然而,在采用看板时所面临的挑战是缺乏与看板使用相关的专业培训和经验,以及过于传统的组织文化。
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引用次数: 4
Crime Mapping in Gujrat, Pakistan using GIS 使用GIS绘制巴基斯坦古吉拉特邦的犯罪地图
Pub Date : 2020-03-05 DOI: 10.30537/sjcms.v3i2.470
Syeda Ambreen Zahra
Abstract—In previous years, crime has turned into a broad spectrum term in Pakistan. Street crime in Pakistan is in the high range. This needs a measurable research on crime mapping. Research about crime with its spatial and temporal distribution is important because data about crime Events is one of the most necessary need to Defends against crime [19]. Crime mapping is figure out how crimes are spread evenly over the zone. GIS plays an effective role in mapping of crime. This paper puts on the diverse utilities of GIS to Identify the hot, low crime area and safe area of Gujrat, Pakistan in addition to encourage the advancement of investigation and safety strategy for policing using GIS. This Research using GIS present better investigation for crime mapping in Gujrat, Pakistan so by using GIS in police department can be successfully applied on all police stations for better safety. GIS is technological gadgets which normally improve policing process as it simplifies the cognitive metrics and relationships between spatial localities. Studies reveal that GIS can holistically be integrated with crime investigating systems of police. This indicates that GIS is feasible, adoptable and adaptable tool in crime Deducting systems. This study aims to find out generic crime activity patterns of Gujrat using applications of GIS in crime patrolling and reduction activities. This study also aims to ensure that GIS can improve crime prediction and proactive measures for crime control in Gujrat. It will not only highlight the hot spots of crime.
摘要:前些年,在巴基斯坦,犯罪已经变成了一个广泛的术语。巴基斯坦的街头犯罪率很高。这需要对犯罪地图进行可测量的研究。研究犯罪的时空分布非常重要,因为犯罪事件的数据是防范犯罪最必要的数据之一[19]。绘制犯罪地图是为了找出犯罪是如何均匀分布在这个区域的。地理信息系统在犯罪制图中发挥着重要作用。本文介绍了GIS的不同用途,以确定巴基斯坦古吉拉特邦的热点,低犯罪率地区和安全地区,此外还鼓励使用GIS进行警务调查和安全策略的进步。本研究使用GIS为巴基斯坦古吉拉特邦的犯罪测绘提供了更好的调查,因此在警察部门使用GIS可以成功地应用于所有警察局,以提高安全性。地理信息系统是一种技术工具,它简化了空间位置之间的认知度量和关系,通常可以改善警务过程。研究表明,地理信息系统可以与公安机关的侦查系统进行整体集成。这表明GIS在犯罪推定系统中是可行的、可采用的和适应性强的工具。本研究旨在利用GIS在犯罪巡逻和减少活动中的应用,找出古吉拉特邦的一般犯罪活动模式。本研究还旨在确保GIS能够改善古吉拉特邦的犯罪预测和犯罪控制的主动措施。它不仅会突出犯罪热点。
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引用次数: 0
A Review of Virtual Touch Interaction Systems 虚拟触摸交互系统综述
Pub Date : 1900-01-01 DOI: 10.30537/sjcms.v3i2.510
Rizwan Ali Abro, Ahsanullah Abro, Sana Fatima, Sarang Shaikh, Sindhu, Abro
Virtual touch has opened a new dimension in the field of Human Computer Interaction (HCI). Enabled with the motion and gesture detection techniques, it allows manual interaction with virtual environments. Virtual environments are built for performing tasks which are typically achieved using hands in the real world, such as handling objects. An analysis on wearables, graspable and touchable haptic devices used in multiple fields is discussed in this study. This paper reviews the design aspect as well as the usage of the haptic devices along with trendy practices that involved in generating satisfactory touch sensations.
虚拟触摸在人机交互领域开辟了一个新的领域。启用运动和手势检测技术,它允许与虚拟环境进行手动交互。虚拟环境是为执行在现实世界中通常用手完成的任务而构建的,比如处理物体。本文分析了可穿戴式、可抓式和可触式触觉设备在多个领域的应用。本文回顾了触觉装置的设计和使用,以及产生令人满意的触摸感觉的最新实践。
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引用次数: 0
Performance Comparison of SVM and its Variants for the Early Prognosis of Breast Cancer 支持向量机及其变体在乳腺癌早期预后中的性能比较
Pub Date : 1900-01-01 DOI: 10.30537/sjcms.v3i2.465
T. Khan, M. Alam, Z. Shahid, M. Mazliham
Breast cancer has become a leading cause of women death in this era. Breast cancer is very common in various countries including Pakistan. Early identification of the breast cancer or tumor is the only way for the rapid treatment and cure. An imaging approach named as mammography has performed tremendous job in the field of medical to detect the cancer tumors on early basis with less false alarm rate. Breast cancer has two types of tumors a) Benign and b) Malignant. Malignant is acknowledged as cancer tumor as it spread and grow rapidly inside the tissues. Detection of Malignant tumor is very complex in dense breast as it is covered and linked with the milk glands, ducts and other related tissues. Therefore, machine learning and artificial intelligence approaches were needed as mammographic images required edge detection, image enhancement and image processing. Various Artificial Intelligence based algorithms have been applied to the clinical breast cancer data set for the early detection of breast tumor. In this research work the clinical data has been collected from the UCI machine learning repository for the classification of breast cancer tumor a) Benign and b) Malignant. Support Vector machine with its variants Kernel, Gaussian Kernel and Sigmoid Kernel have been applied to the linearly separable breast cancer data set for comparative analysis. Results proved that all the variants of SVM performed better for the breast cancer classification.
乳腺癌已成为这个时代妇女死亡的主要原因。乳腺癌在包括巴基斯坦在内的许多国家都很常见。早期发现乳腺癌或肿瘤是快速治疗和治愈的唯一途径。乳房x线摄影技术在早期发现恶性肿瘤、降低误报率方面发挥了巨大的作用。乳腺癌有两种类型的肿瘤a)良性和b)恶性。恶性肿瘤因其在组织内迅速扩散和生长而被认为是恶性肿瘤。在致密乳腺中,恶性肿瘤的检测非常复杂,因为它被乳腺、乳管和其他相关组织所覆盖和连接。因此,乳房x线摄影图像需要边缘检测、图像增强和图像处理,因此需要机器学习和人工智能方法。各种基于人工智能的算法已被应用于临床乳腺癌数据集,用于乳腺肿瘤的早期检测。在本研究工作中,从UCI机器学习存储库中收集临床数据,用于乳腺癌肿瘤a)良性和b)恶性分类。将支持向量机及其变体核、高斯核和Sigmoid核应用于线性可分乳腺癌数据集进行对比分析。结果表明,支持向量机的所有变体对乳腺癌的分类效果都较好。
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引用次数: 0
The Solution of Maintenance Strategy Selection Problem by using modified Fuzzy TOPSIS for Material Handling Equipment 用改进模糊TOPSIS法求解物料搬运设备维修策略选择问题
Pub Date : 1900-01-01 DOI: 10.30537/sjcms.v3i2.511
A. Kausar, Sanagou Akram, M. F. Tabassum, Adeel Ahmad, Shahzaman Khan
In today's competitive production environment, maintenance is one of the most important is sues. Today in manufacturing plants productive methods are used to improve operating capacities that change environmental factors that lead to a competitive market. There is thus an important role to play in achieving those goals in selecting and explainin g a optimal maintenance plan. Furthermore, there is a lack of an integrated model consisting of available requirements and choices, a systematic approach to maintenance instructions and strong maintenance decisions. In this paper modified Fuzzy TOPSIS met hod has been used for the solution of maintenance strategy selection problem. Linguistic variable and triangular fuzzy number have been used for modification in multi -criteria decision-making to solve maintenance strategy selection problem. Five experts ha ve been considered for six types of maintenance strategy and ten decision criteria have been used in this problem. In this paper breakdown maintenance strategy best one out of all maintenance strategy for material handling equipment.
在当今竞争激烈的生产环境中,维护是最重要的问题之一。今天,在制造工厂中,生产方法被用来提高操作能力,从而改变导致竞争市场的环境因素。因此,在选择和解释最佳维护计划方面,在实现这些目标方面发挥着重要作用。此外,还缺乏一个由可用需求和选择组成的集成模型,一个系统的维护指导方法和强有力的维护决策。本文将改进的模糊TOPSIS方法应用于维修策略选择问题的求解。在多准则决策中采用语言变量和三角模糊数进行修正,解决维修策略选择问题。针对6种维护策略,考虑了5位专家的意见,并采用了10种决策准则。本文提出了物料搬运设备故障维修策略中最好的一种。
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引用次数: 2
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