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An Overview on Testing Big Data Applications 9th

An Overview on Testing Big Data Applications

引用

9th International Congress on Information and Communication Technology (ICICT)

作者： Staegemann, Daniel Ataei, Pouya Lautenschlaeger, Erik Pohl, Matthias Haertel, Christian Daase, Christian Volk, Matthias Abdallah, Mohammad Turowski, Klaus Otto von Guericke Univ Univ Pl 2 D-39106 Magdeburg Germany Auckland Univ Technol 55 Wellesley St East Auckland 1010 New Zealand IU Int Univ Appl Sci Mulheimer Str 38 D-53604 Bad Honnef Germany Al Zaytoonah Univ Jordan Queen Alia Airport St 594 Amman 11733 Jordan

ISBN: (纸本)9789819732982;9789819732999

Big data respectively big data analytics is one of the defining technological developments of our time and directly or indirectly influences countless aspects of daily life in today's society. Yet, for organizations to reap the corresponding benefits of implementing big data analytics, besides other factors, it is necessary to assure that the respective applications are functioning as intended. Hence, their testing is a very important aspect that is, however, oftentimes somewhat overlooked. To increase its accessibility, in the publication at hand, this topic is addressed. For this purpose, in the first step, the typical components of big data applications are identified, and their general nature is outlined. Then, subsequently, suitable approaches for the components' testing are discussed. In doing so, researchers and practitioners alike shall be provided with a starting point when it comes to the discussion of big data quality assurance and how it can be implemented in their own endeavors.

关键词： Big data Testing Quality assurance Big data engineering Software engineering Overview

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Forced Nonlinear Bending Vibrations of Beams with Two Breathing Cracks

Forced Nonlinear Bending Vibrations of Beams with Two Breath...

引用

International Scientific and Technical Conference on Integrated Computer Technologies in Mechanical Engineering - Synergetic Engineering (ICTM)

作者： Avramov, K. Malyshev, S. Miroshnikov, V Hariachevska, I Natl Aerosp Univ N Ye Zhukovsky KhAI Kharkiv Ukraine Natl Acad Sci Ukraine Anatolii Pidhornyi Inst Mech Engn Problems Kharkiv Ukraine Kharkiv Natl Univ Radio Elect Kharkiv Ukraine Natl Tech Univ Kharkiv Polytech Inst Kharkiv Ukraine Kharkov Natl Univ Kharkiv Ukraine

ISBN: (纸本)9783031614149;9783031614156

The nonlinear bending vibrations of the cracked beams are studied. The beam structure has two breathing cracks, which are described by two contact parameters. The nonlinear beam vibrations are described by finite degrees of freedom nonlinear dynamical system, which are derived by using the Galerkin technique. The numeric continuation method is implemented to study the nonlinear forced vibrations of beams. The bifurcation behavior of forced vibrations is analyzed numerically. The period-doubling bifurcations and the Naimark-Sacker bifurcations of the cracked beam are analyzed.

关键词： nonlinear bending vibrations cracked beam bifurcation behavior

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EDiTOK: Energy-Efficient Distributed Transmission Optimization-Based Kalman-Zlib Approaches for Monitoring Smart Farming Irrigation in Internet of Things networks 1

引用

5th International Conference on Communication and Intelligent systems (ICCIS)

作者： Hasan, Zahraa Yaseen Idrees, Ali Kadhum Univ Babylon Dept Software Babylon Iraq

ISBN: (数字)9789819720538

ISBN: (纸本)9789819720521;9789819720538

Water scarcity is a major global problem and directly impacts agriculture. Both growth in the population and the need for food exacerbate this issue. Therefore, mitigating water scarcity in irrigation systems is one of the most important challenges to be faced in the current era, for smart irrigation systems based on the critical function of Internet of Things (IoT) important role in optimizing water use in agriculture and landscaping. This article proposes an energy-efficient distributed transmission optimization for monitoring smart farming irrigation based on the Kalman-Zlib approaches (EDiTOK) in IoT networks. The EDiTOK approach operates at the sensor device level. This approach involves a prediction method to determine whether or not to transmit the most recent set of data readings depending on the similarity threshold value and then implement a lossless compression method to decrease the size of a given data set before transmitting them to the gateway node. Numerous experiments utilize actual sensor data from farming fields. The results demonstrate that the proposed EDiTOK approach achieved satisfactory results compared to other proposed methods regarding energy use, the quantity of sent readings, the proportion of data reduction, and the accuracy of the data.

关键词： IoT Agriculture precision Kalman filter Lossless compression Energy efficiency Data reduction

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Decision-Making Framework for Supplier Selection Using an Integrated Approach of Dempster-Shafer Theory and Maximum Entropy Principle 1

引用

International Conference on Artificial Intelligence: Theory and Applications (AITA)

作者： Bisht, Garima Pal, A. K. GB Pant Univ Agr & Technol Dept Math Stat & Comp Sci Pantnagar 263145 Uttarakhand India

ISBN: (数字)9789819984794

ISBN: (纸本)9789819984787;9789819984794

The process of supplier selection plays a crucial role in determining the success and competitiveness of organizations in today's dynamic business environment. To make informed decisions, decision-makers often rely on robust and efficient methods that consider multiple criteria simultaneously. In this regard, this paper presents a novel approach that combines the Dempster-Shafer theory and the Maximum Entropy Principle to address the supplier selection problem effectively. Dempster-Shafer theory, rooted in evidence theory, provides a powerful framework for handling uncertainty and incomplete information in decision-making. It allows decision-makers to represent and combine evidence from multiple sources, leading to more reliable and rational decisions. On the other hand, the Maximum Entropy Principle, a principle of statistical inference, is widely used for incorporating prior knowledge into decision-making processes. Our proposed approach harnesses the strengths of both the Dempster-Shafer theory and the Maximum Entropy Principle to enhance the supplier selection process. The decision-making framework is designed to handle the inherent uncertainty, subjectivity, and imprecision associated with the supplier selection problem. The flexibility and robustness of the method are demonstrated by the comparative and sensitivity analysis.

关键词： Dempster-Shafer theory Cobb-Douglas utility function Maximum entropy principle

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Open-SourceWeb System for Veterinary Management: A Case Study of OSCRUM 1

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11st World Conference on Information systems and Technologies (WorldCIST)

作者： Rodriguez, Nancy Llerena, Lucrecia Guevara, Pamela Baren, Rosa Castro, John W. Univ Tecn Estatal Quevedo Fac Ciencias Ingn Quevedo Ecuador Univ Atacama Dept Ingn Informat & Ciencias Computac Copiapo Chile

ISBN: (数字)9783031456428

ISBN: (纸本)9783031456411;9783031456428

Nowadays, even though technology has advanced by leaps and bounds, companies still carry out part of their management without using a computer system. Most veterinaries keep track of their pets' medical records manually. Therefore, an open-source web system called SysVet has been proposed to support veterinaries' management in administering pet health records. The Systematic Mapping Studying (SMS) methodology was used to search for relevant information, and the OSCRUM methodology was used to carry out the development process of the open-source web system, which has allowed the organization and timely fulfill the system requirements. It can be concluded that the use of the OSCRUM methodology has allowed for obtaining favorable results in terms of fulfilling the tasks for the implementation of the SysVet web system.

关键词： System Web Open-Source Veterinary

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Design a Touch Sensor Using Conductive Spandex Fabric 7th

Design a Touch Sensor Using Conductive Spandex Fabric

引用

7th International Conference on Green Technology and Sustainable Development

作者： Minh Ky Tran Thi Tuyet Nga Ly Bao Hy Nguyen Chi Cuong Vu HCMC Univ Technol & Educ Dept Facil Elect & Elect Engn 01 Vo Ngan St Ho Chi Minh City Vietnam

ISBN: (纸本)9783031762314;9783031762321

Recent advancements in sensor technology have propelled the e-textile industry to the forefront of innovation. E-textiles, also known as smart fabrics, possess physical and dimensional flexibility, making them suitable for wearable sensor technology. These technologies are developed to cater to the needs of advanced daily life, which aligns with the IoT development trend. This paper introduces an applied resistive sensor that uses an electronic fabric made from elastic fabric and carbon nanotubes (CNTs) fabric as the electrical layer. The sensor achieves high sensitivity (2.6241 N-1 with force less than 1 N), thickness (similar to 3 mm), and versatility make it ideal for load performance and fast resistance switching without waiting for capacitor charging and discharging as capacitive sensors, facilitating faster interaction with e-touch. The study provides an overview of the sensor's characteristics and future directions, emphasizing the creation of soft sensors based on pyralux for medical devices and health monitoring applications in the future.

关键词： Touch sensor Carbon nanotubes (CNTs) Conductive spandex fabric Force-sensing resistor (FSR)

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The Concept of Digital Transformation of SMEs Through the Implementation of ERP and MES systems and Lean Tools 14th

The Concept of Digital Transformation of SMEs Through the Im...

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14th International Conference on Learning Factories (CLF)

作者： Saravanja, Luka Stojkic, Zeljko Bosnjak, Igor Veza, Ivica Univ Mostar Fac Mech Engn Comp & Elect Engn Matice Hrvatske Bb Mostar 88000 Bosnia & Herceg Univ Split Fac Elect Engn Mech Engn & Naval Architecture Rudera Bogkovica 32 Split 21000 Croatia

ISBN: (纸本)9783031653995;9783031654008

Industry 4.0 and digital transformations shape business today more than ever, with the aim of achieving better results and performance. The introduction of digital technologies enables the creation of an agile and flexible business that is ready to respond to the demands of today's production. As a basic prerequisite for the implementation of Industry 4.0, modern information system are needed, which are the backbone for networking, collecting and processing data in real time. This especially applies to MES systems. However, in order for information systems as well as other digital technologies to realise their full potential on the path of Industry 4.0, knowledge and use of Lean manufacturing for the organisation is necessary, to achieve efficient production and business processes without losses. The goal of this paper is to contribute to a better understanding of the possibilities of digital technologies in the field of information systems in production, as well as to present the concept of digital transformation in SMEs with the support of Lean manufacturing, and all with the support of the learning factory. The paper presents an example of the implementation of digital transformation in a local company through the implementation of information systems as well as Lean manufacturing. Also, the paper describes previous research in the field of digital transformation of SMEs, achieved through the work and developed infrastructure of the learning factory, which gave a broader picture of the current state of enterprises in the environment on the way to digital transformation and Industry 4.0.

关键词： Industry 4.0 Digital Transformation MES systems Lean Manufacturing Learning Factory

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Analyzing Quality of Service and Defining Marketing Strategies for Public Transport: The Case of Metropolitan Area of Porto 1

引用

11st World Conference on Information systems and Technologies (WorldCIST)

作者： Ferreira, Marta Campos Peralo, Guillermo Dias, Teresa Galvao Tavares, Joao Manuel R. S. Univ Porto Fac Engn R Dr Roberto Frias P-4200465 Porto Portugal INESC TEC R Dr Roberto Frias P-4200465 Porto Portugal

ISBN: (数字)9783031456510

ISBN: (纸本)9783031456503;9783031456510

The aim of this work is to determine, based on a market research, the level of passenger satisfaction with public transport services, in order to support better marketing decisions. This survey involves dimensions such as the level of satisfaction with timetables and frequency, vehicle conditions, driver attitudes and behavior, fares and information made available to passengers. The study was applied to the case of public transport in the Porto Metropolitan Area, Portugal, and aims to help define recommendations to improve the quality of service and define more effective marketing strategies.

关键词： Grounded Theory Quantitative Data

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Analysis of the Perception of Innovations Adoption in Public Health Establishments in Morocco: Crossed Perspectives of Healthcare Professionals 4th

Analysis of the Perception of Innovations Adoption in Public...

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4th International Conference on Digital Technologies and Applications (ICDTA)

作者： Hantem, Aziz Soussi, Houssine Emzi, Khadija Emzi, Kawtar Ibn Zohr Univ Lab MADILOG Agadir Morocco Ibn Zohr Univ Natl Sch Business & Management Dakhla Agadir Morocco Ibn Zohr Univ Natl Sch Business & Management Agadir Agadir Morocco

ISBN: (纸本)9783031686498;9783031686504

The aim of this study is to identify and analyze healthcare professionals' perceptions of the adoption of innovations within public health establishments in Morocco. To answer our research question "What is the perception of innovations among healthcare professionals in Morocco?" and to test our hypotheses, we adopted a quantitative methodological approach based on hypothetico-deductive reasoning. The empirical results show that only two objectives positively favor the acceleration of innovation adoption in healthcare facilities. However, the explanatory variable "Perception of innovations" and the explanatory variables "Professional category" and "Age of healthcare professionals" are independent.

关键词： Perception Innovations Healthcare professionals Healthcare sector Morocco

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Identifying Urban Logistics Strategies in Istanbul Using Multiple Preference Relations-Based SWOT Analysis

Identifying Urban Logistics Strategies in Istanbul Using Mul...

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International Conference on Intelligent and Fuzzy systems (INFUS)

作者： Buyukozkan, Gulcin Feyzioglu, Orhan Ilicak, Oyku Galatasaray Univ Ind Engn Dept Istanbul Turkiye

ISBN: (纸本)9783031671913;9783031671920

Urban logistics refers to the planning, organization, and implementation of the flow of goods, services, and information within urban areas. It encompasses the entire supply chain process, from the transportation and storage of goods to the final delivery to end-users. Urban logistics plays a pivotal role in the economic development and sustainability of cities, focusing on optimizing the movement of goods while minimizing environmental impacts and improving the overall urban living experience. The objective of this study is to identify and evaluate strategies for the effective urban logistics ***. To formulate a strategy, SWOT (strengths, weaknesses, opportunities, threats) analysis is employed as a straightforward and efficacious method for discerning internal and external factors, serving as the foundational framework for strategy development. Existing research literature underscores certain limitations inherent in the conventional SWOT analysis, particularly concerning the prioritization of factors and strategies. Consequently, this paper endeavors to propose an integrated SWOT analysis incorporating a multiple preference relations (MPR) technique, framed within a group decision-making context, to systematically prioritize strategic factors and proffer alternative strategies conducive to the effective management of urban logistics ***. The application of the MPR approach facilitates the inclusion of perspectives from experts with diverse qualifications and opinions, thus enabling a nuanced exploration of preferences. Additionally, this approach affords decision-makers flexibility through the utilization of various forms of judgments, contributing to a heightened satisfaction level in the decision-making process.

关键词： Urban Logistics SWOT Analysis Group Decision Making Multiple Preference Relations

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