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Semantic Concept Recommendation for Continuously Evolving Knowledge Graphs 面向持续发展知识图的语义概念推荐
Pub Date : 2019-05-03 DOI: 10.1007/978-3-030-40783-4_17
André Pomp, Vadim Kraus, Lucian Poth, Tobias Meisen
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引用次数: 8
Linear Hashing Implementations for Flash Memory 闪存的线性哈希实现
Pub Date : 2019-05-03 DOI: 10.1007/978-3-030-40783-4_18
A. Feltham, Nadir Ould-Khessal, Spencer MacBeth, Scott Fazackerley, R. Lawrence
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引用次数: 2
Production-Aware Analysis of Multi-disciplinary Systems Engineering Processes 多学科系统工程过程的生产感知分析
Pub Date : 2019-05-03 DOI: 10.5220/0007618000480060
Lukas Kathrein, A. Lüder, Kristof Meixner, D. Winkler, S. Biffl
The Industry 4.0 vision of flexible manufacturing systems depends on the collaboration of domain experts coming from a variety of engineering disciplines and on the explicit representation of knowledge on relationships between products and production systems (PPR knowledge). However, in multi-disciplinary systems engineering organizations, process analysis and improvement has traditionally focused on one specific discipline rather than on the collaboration of several workgroups and their exchange of knowledge on product/ion, i.e., product and production processes. In this paper, we investigate requirements for the product/ion-aware analysis of engineering processes to improve the engineering process across workgroups. We introduce a product/ion-aware engineering processes analysis (PPR EPA) method, to identify gaps in PPR knowledge needed and provided. For representing PPR knowledge, we introduce a product/ion-aware data processing map (PPR DPM) by extending the BPMN 2.0 standard, adding PPR knowledge classification. We evaluate the contribution in a case study at a large production systems engineering company. The domain experts found the PPR EPA method using the PPR DPM usable and useful to trace design decisions in the engineering process as foundation for advanced quality assurance analyses.
柔性制造系统的工业4.0愿景依赖于来自各种工程学科的领域专家的协作,以及产品和生产系统之间关系(PPR知识)知识的明确表示。然而,在多学科系统工程组织中,过程分析和改进传统上集中在一个特定的学科上,而不是集中在几个工作组的协作和他们对产品/ion(即产品和生产过程)的知识交流上。在本文中,我们研究了工程过程的产品/离子感知分析的需求,以改进跨工作组的工程过程。我们引入了产品/离子感知工程过程分析(PPR EPA)方法,以确定所需和提供的PPR知识的差距。为了表示PPR知识,我们通过扩展BPMN 2.0标准,引入产品/离子感知数据处理图(PPR DPM),增加PPR知识分类。我们在一个大型生产系统工程公司的案例研究中评估其贡献。领域专家发现,使用PPR DPM的PPR EPA方法可用于跟踪工程过程中的设计决策,并可作为高级质量保证分析的基础。
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引用次数: 15
Towards a Framework for Classifying Chatbots 一个分类聊天机器人的框架
Pub Date : 2019-05-03 DOI: 10.5220/0007772704960501
Daniel Braun, F. Matthes
From sophisticated personal voice assistants like Siri or Alexa to simplistic keyword-based search bots, today, the label “chatbot” is used broadly for all kinds of systems that use natural language as input. However, the systems summarized under this term are so diverse, that they often have very little in common with regard to technology, usage, and their theoretical background. In order to make such systems more comparable, we propose a framework that classifies chatbots based on six categories, which allow a meaningful comparison based on features which are relevant for developers, scientists, and users. Ultimately, we hope to support the scientific discourse, as well as the development of chatbots, by providing an instrument to classify and analyze different groups of chatbot systems regarding their requirements, possible evaluation strategies, available toolsets, and other common features.
从Siri或Alexa等复杂的个人语音助手,到简单的基于关键字的搜索机器人,如今,“聊天机器人”这个标签被广泛用于各种使用自然语言作为输入的系统。然而,在这个术语下总结的系统是如此多样化,以至于它们在技术、用法和理论背景方面往往很少有共同之处。为了使这些系统更具可比性,我们提出了一个框架,该框架基于六个类别对聊天机器人进行分类,这允许基于与开发人员,科学家和用户相关的功能进行有意义的比较。最终,我们希望通过提供一种工具来分类和分析不同组的聊天机器人系统,包括它们的需求、可能的评估策略、可用的工具集和其他共同特征,从而支持科学论述以及聊天机器人的发展。
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引用次数: 16
Towards a Runtime Standard-based Testing Framework for Dynamic Distributed Information Systems 基于运行时标准的动态分布式信息系统测试框架
Pub Date : 2019-05-03 DOI: 10.5220/0007772101210129
M. Krichen, Roobaea Alroobaea, Mariam Lahami
In this work, we are interested in testing dynamic distributed information systems. That is we consider a decentralized information system which can evolve over time. For this purpose we propose a runtime standard-based test execution platform. The latter is built upon the normalized TTCN-3 specification and implementation testing language. The proposed platform ensures execution of tests cases at runtime. Moreover it considers both structural and behavioral adaptations of the system under test. In addition, it is equipped with a test isolation layer that minimizes the risk of interference between business and testing processes. The platform also generates a minimal subset of test scenarios to execute after each adaptation. Finally, it proposes an optimal strategy to place the TTCN-3 test components among the system execution nodes.
在这项工作中,我们感兴趣的是测试动态分布式信息系统。也就是说,我们考虑一个分散的信息系统,它可以随着时间的推移而发展。为此,我们提出了一个基于运行时标准的测试执行平台。后者是建立在标准化的TTCN-3规范和实现测试语言之上的。所建议的平台确保在运行时执行测试用例。此外,它考虑了被测系统的结构和行为适应。此外,它还配备了一个测试隔离层,可以最大限度地减少业务流程和测试流程之间的干扰风险。该平台还生成测试场景的最小子集,以便在每次调整后执行。最后,提出了将TTCN-3测试组件放置在系统执行节点之间的最佳策略。
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引用次数: 5
Visual Schedule: A Mobile Application for Autistic Children - Preliminary Study 视觉时间表:自闭症儿童的移动应用程序-初步研究
Pub Date : 2019-05-03 DOI: 10.5220/0007732804520459
Joana Muchagata, A. Ferreira
Children with autism often experience considerable challenges and one of them is the difficulty in understanding, structuring and predicting their daily life activities and routines. Several methodologies have been studied and implemented to help autistic children with these routine activities and tasks, and one of those methods is the use of visual schedules. For this, mobile apps and related technology have been considered as an excellent tool in supporting autistic children’s development. But despite the technological resources and the variety of mobile apps available today, the authors could not find such needed resources available for the Portuguese speaking autistic children population, especially in relation to visual schedules/routines, which are considered very important for the child’s development. Therefore, based on the literature and in some apps available in other countries for autistic children, the authors propose a set of mock-ups of a visual schedule application for smartphone. The visual mock-ups represent the idea of the app that we intend to implement in a near future to be used by Portuguese autistic children aged between 4 to 10 years old to support them in their daily routine and the performance of related tasks.
自闭症儿童通常会遇到相当大的挑战,其中之一是难以理解、组织和预测他们的日常生活活动和惯例。已经研究并实施了几种方法来帮助自闭症儿童完成这些日常活动和任务,其中一种方法是使用视觉时间表。因此,手机应用程序和相关技术被认为是支持自闭症儿童发展的绝佳工具。但是,尽管今天有技术资源和各种各样的移动应用程序可用,但作者无法为葡语自闭症儿童群体找到所需的资源,特别是与视觉时间表/例程相关的资源,这对儿童的发展非常重要。因此,基于文献和其他国家为自闭症儿童提供的一些应用程序,作者提出了一套智能手机可视化时间表应用程序的模型。视觉模型代表了我们打算在不久的将来实施的应用程序的想法,由4至10岁的葡萄牙自闭症儿童使用,以支持他们的日常工作和相关任务的表现。
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引用次数: 5
Application of Methodologies and Process Models in Big Data Projects 方法论和过程模型在大数据项目中的应用
Pub Date : 2019-05-03 DOI: 10.5220/0007729602770284
Rosa Quelal, L. Mendoza, M. Villavicencio
The concept of Big Data is being used in different business sectors; however, it is not certain which methodologies and process models have been used for the development of these kind of projects. This paper presents a systematic literature review of studies reported between 2012 and 2017 related to agile and non-agile methodologies applied in Big Data projects. For validating our review process, a text mining method was used. The results reveal that since 2016 the number of articles that integrate the agile manifesto in Big Data project has increased, being Scrum the agile framework most commonly applied. We also found that 44% of articles obtained from a manual systematic literature review were automatically identified by applying text mining.
大数据的概念正被应用于不同的商业领域;然而,目前还不确定哪些方法和过程模型被用于开发这类项目。本文对2012年至2017年间报道的与大数据项目中应用的敏捷和非敏捷方法相关的研究进行了系统的文献综述。为了验证我们的审查过程,使用了文本挖掘方法。结果显示,自2016年以来,在大数据项目中集成敏捷宣言的文章数量有所增加,Scrum是最常用的敏捷框架。我们还发现,通过应用文本挖掘,从人工系统文献综述中获得的44%的文章被自动识别。
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引用次数: 1
Using Model Scoping with Expected Model Elements to Support Software Model Inspections: Results of a Controlled Experiment 使用具有预期模型元素的模型范围来支持软件模型检查:一个受控实验的结果
Pub Date : 2019-05-03 DOI: 10.5220/0007691001070118
C. G. Neto, Amadeu Anderlin Neto, Marcos Kalinowski, Daniel de Oliveira, M. Sabou, D. Winkler, S. Biffl
Context: Software inspection represents an effective way to identify defects in early phase software artifacts, such as models. Unfortunately, large models and associated reference documents cannot be thoroughly inspected in one inspection session of typically up to two hours. Considerably longer sessions have shown a much lower defect detection efficiency due to cognitive fatigue. Goal: The goal of this paper is to propose and evaluate a Model Scoping approach to allow inspecting specific parts of interest in large models. Method: First, we designed the approach, which involves identifying Expected Model Elements (EMEs) in selected parts of the reference document and then using these EMEs to scope the model (i.e., remove unrelated parts). These EMEs can also be used to support inspectors during defect detection. We conducted a controlled experiment using industrial artifacts. Subjects were asked to conduct UML class diagram inspections based on selected parts of functional specifications. In the experimental treatment, Model Scoping was applied and inspectors were provided with the scoped model and the EMEs. The control group used the original model directly, without EMEs. We measured the inspectors’ defect detection effectiveness and efficiency and collected qualitative data on the perceived complexity. Results: Applying Model Scoping prior to the inspection significantly increased the inspector defect detection effectiveness and efficiency, with large effect sizes. Qualitative data allowed observing a perception of reduced complexity during the inspection. Conclusion: Being able to effectively and efficiently inspect large models against selected parts of reference documents is a practical need, in particular in the context of incremental and agile process models. The experiment showed promising results for supporting such inspections using the proposed Model Scoping approach.
背景:软件检查代表了一种识别早期软件工件(如模型)缺陷的有效方法。不幸的是,大型模型和相关的参考文档不能在一个通常长达两个小时的检查会议中彻底检查。由于认知疲劳,相当长的会话显示出更低的缺陷检测效率。目标:本文的目标是提出并评估一种模型范围界定方法,以允许检查大型模型中感兴趣的特定部分。方法:首先,我们设计了一种方法,它包括在参考文档的选定部分中识别预期模型元素(eme),然后使用这些eme来确定模型的范围(即,删除不相关的部分)。这些eme还可以用于在缺陷检测期间支持检查人员。我们用工业制品做了一个对照实验。受试者被要求根据功能规格说明的选定部分进行UML类图检查。在实验处理中,应用了模型范围界定,并为检查员提供了范围界定的模型和eme。对照组直接使用原模型,不使用EMEs。我们测量了检查员缺陷检测的有效性和效率,并收集了感知复杂性的定性数据。结果:在检查之前应用模型范围,可以显著提高检查人员缺陷检测的有效性和效率,且效果显著。定性数据允许在检查期间观察到降低复杂性的感知。结论:能够根据参考文档的选定部分有效且高效地检查大型模型是一种实际需要,特别是在增量和敏捷过程模型的上下文中。实验显示了使用建议的模型范围方法支持此类检查的有希望的结果。
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引用次数: 1
A Smart Product Co-design and Monitoring Framework Via Gamification and Complex Event Processing 基于游戏化和复杂事件处理的智能产品协同设计和监控框架
Pub Date : 2019-05-03 DOI: 10.5220/0007720902370244
S. Loizou, Amal Elgammal, I. Kumara, Panayiotis Christodoulou, M. Papazoglou, A. Andreou
In the traditional software development cycle, requirements gathering is considered the most critical phase. Getting the requirements right early has become a dogma in software engineering because the correction of erroneous or incomplete requirements in later software development phases becomes overly expensive. For product-service systems (PSS), this dogma and standard requirements engineering (RE) approaches are not appropriate because classical RE is considered concluded once a product service is delivered. This paper proposes a novel framework that enables the customer and the product engineer to co-design smart products by integrating three novel and advanced technologies to support: view-based modelling, visualization and monitoring, i.e., Product-Oriented Configuration Language (PoCL), gamification and Complex Event Processing (CEP), respectively. These create a “digital-twin” model of the connected ‘smart’ factory of the future. The framework is formally founded on the novel concept of manufacturing blueprints, which are formalized knowledge-intensive structures that provide the basis for actionable PSS and production “intelligence” and a move toward more fact-based manufacturing decisions. Implementation and validation of the proposed framework through real-life case studies are ongoing to validate the applicability, utility and efficacy of the proposed solutions.
在传统的软件开发周期中,需求收集被认为是最关键的阶段。尽早获得正确的需求已经成为软件工程的信条,因为在后期的软件开发阶段纠正错误或不完整的需求会变得过于昂贵。对于产品服务系统(PSS),这种教条和标准需求工程(RE)方法是不合适的,因为一旦交付了产品服务,就认为经典的需求工程已经结束了。本文提出了一个新颖的框架,通过集成三种新颖和先进的技术来支持:基于视图的建模、可视化和监控,即面向产品的配置语言(PoCL)、游戏化和复杂事件处理(CEP),使客户和产品工程师能够共同设计智能产品。这创造了未来互联“智能”工厂的“数字孪生”模式。该框架正式建立在制造蓝图的新概念之上,制造蓝图是形式化的知识密集型结构,为可操作的PSS和生产“智能”提供了基础,并朝着更基于事实的制造决策迈进。正在通过实际案例研究实施和验证拟议的框架,以验证拟议解决方案的适用性、实用性和有效性。
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引用次数: 5
Work Processes in Virtual Teams: A Matching Algorithm for Their Technological Facilitation 虚拟团队的工作流程:技术促进的匹配算法
Pub Date : 2019-05-03 DOI: 10.5220/0007672400730083
Birgit Großer, Ulrike Baumöl
Virtual teams have almost become normality, especially in larger organizations. Often globally dispersed project teams work together in a virtual setting, but we also find organizations that are fully organized following a virtual design. New technology facilitates the implementation of virtual teamwork into the organization. However, new technology steadily evolves and adaptations by organizations are not always considered as successful. We therefore propose an algorithm for matching technology to work processes of virtual teams. The results are evaluated through interviews and derived on a generalizable level, making them transferrable to changing work environments and also to technologies yet to be innovated.
虚拟团队几乎已经成为常态,尤其是在大型组织中。通常,全球分散的项目团队在虚拟环境中一起工作,但我们也发现完全按照虚拟设计组织起来的组织。新技术促进了虚拟团队在组织中的实施。然而,新技术稳步发展,组织的适应并不总是被认为是成功的。因此,我们提出了一种将技术与虚拟团队的工作流程相匹配的算法。通过访谈对结果进行评估,并在可概括的层面上得出结论,使其可转移到不断变化的工作环境中,也可转移到尚未创新的技术中。
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引用次数: 0
期刊
International Conference on Enterprise Information Systems
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