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Agile Methodology in Software Development: Code Quality and Security Compliance Benefits and Challenges 9th

Agile Methodology in Software Development: Code Quality and ...

引用

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

作者： Doneva, Zhelyana Gaftandzhieva, Silvia Univ Plovdiv Paisii Hilendarski Plovdiv Bulgaria

ISBN: (纸本)9789819733040;9789819733057

Agile software development methodologies have become increasingly popular in modern software development. Many organizations adopt it to streamline their development processes, respond rapidly to changing requirements, enhance collaboration, and deliver high-quality software products faster. These methodologies have revolutionized the way software projects are executed, relying on rapid iterations. As Agile methodologies have gained prominence, ensuring code quality and security compliance has become paramount. The possibility to automate the code quality and security checks into Agile workflows provides significant benefits to Agile projects by enhancing security, reducing vulnerabilities, supporting compliance requirements early enough, significantly minimizing the risk of delivering insecure and crappy code to production. Despite these crucial benefits for maintaining high-quality and secure code in Agile projects, automation comes with complexities. This paper aims to provide an in-depth exploration of Agile methodology, its historical context, principles, and practices, shedding light on its profound influence on contemporary software development methodologies. It delves into the primary objectives of code quality and security maintenance and significant challenges faced when integrating automated code quality and security checks into Agile workflows. The paper also highlights the main challenges, such as tool integration, cultural shifts, and workflow disruptions, and suggests strategies to mitigate them.

关键词： Software development Agile methodology Code quality Security compliance Automated code quality Security checks

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Using a Logical Classification Algorithm Based on the Search for Conjunctive Patterns in Cybersecurity Analysis 13th

Using a Logical Classification Algorithm Based on the Search...

引用

13th Computer Science Online Conference

作者： Tynchenko, Vadim S. Nelyub, Vladimir A. Kravtsov, Kirill I. Gantimurov, Andrei P. Tynchenko, Yadviga A. Reshetnev Siberian State Univ Sci & Technol Krasnoyarsk 660037 Russia Siberian Fed Univ Krasnoyarsk 660041 Russia Bauman Moscow State Tech Univ Moscow 105005 Russia

ISBN: (纸本)9783031702846;9783031702853

This article discusses the significance of research in the field of phishing domain detection using decision trees. Methods for analyzing data to determine significant factors about phishing domains are examined, with a focus on the application of decision trees. Adequate model has been identified using this machine learning method with an error rate of just 3%. The resulting significant factors based on decision trees are discussed. Additionally, potential benefits and prospects for the development of this research area within the context of cybersecurity are considered.

关键词： Internet Access Innovation Network Infrastructure Technological Capabilities Technological Innovation

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Agent-Based Modeling and Simulation for Urban Air Quality Assessment 7th

Agent-Based Modeling and Simulation for Urban Air Quality As...

引用

7th International Conference on Logistics Operations Management (GOL)

作者： Mashhadi, Neda Fonlupt, Cyril Puigt, Matthieu Roussel, Gilles Verel, Sebastien Univ Littoral Cote dOpale LISIC UR 4491 F-62228 Calais France

ISBN: (纸本)9783031686337;9783031686344

Urban pollution poses a pressing environmental challenge, with substantial impacts on public health, particularly in urban areas. This paper presents a original approach that integrates vehicle-specific emission factors, derived from real-time traffic data, into an agent-based transport modeling framework. We introduce an emission calculation tool, augmented by supplementary data from HBEFA, incorporated into the MATSim environment to simulate multi-agent transport dynamics. The comprehensive MATSim scenario, encompassing digital road networks and public transportation systems, is generated through the Eqasim pipeline. This pipeline ensures a dependable pathway from initial data inputs to the completion of transport simulations. We apply this methodology in the real-world context of Calais, France, modeling pollutants such as NO2, PM10, and PM2.5. This modeling effort generates emission maps that illustrate the results, offering valuable insights for emission analysis. Furthermore, our approach provides critical information for decision-makers involved in managing and assessing urban air quality, thus contributing to more informed environmental policies and interventions.

关键词： Multi-agent Transport Air quality Emission Urban Simulation

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Facilitating Welfare Technology for Children/Youth 9th

Facilitating Welfare Technology for Children/Youth

引用

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

作者： Andersen, Synnove Thomassen UiT Arctic Univ Norway Tromso Norway

ISBN: (纸本)9789819735556;9789819735563

The paper addresses the welfare technology innovation process in the social and health sector in a municipality in Norway. The empirical base highlights how public employees experience that innovation can be facilitated by implementing welfare technology for children/youth. Through change management, opportunities can be created to try out new innovative work practices, ideas, and welfare technologies that can make a difference both for the welfare service and service recipients. Our analysis describes the diffusion of innovation as technology's ability to spread based on the characteristics of innovation. The result shows that the nature of the innovation is important in determining the significance of diffusion. Different assumptions and local variations make adjusting and adapting the innovations necessary. Adjustment can simultaneously make the innovation more general, and thus more suitable for adaptation by adding or removing elements. We show that to successfully adopt innovations developed by others, the conditions, and prerequisites of those who have developed the innovations must be able to be transferred to those who want to adopt them.

关键词： Diffusion Welfare technology Innovation Children Youth

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Different Dataset Preprocessing Methods for Tree Detection Based on UAV Images and YOLOv8 Network 1

引用

2nd Serbian International Conference on Applied Artificial Intelligence (SICAAI)

作者： Grujev, Milan Milosavljevic, Aleksandar Ilic, Aleksandra Stojnev Ilic, Milos Spalevic, Petar Univ Nis Fac Elect Engn Aleksandra Medvedeva 14 Nish 18000 Serbia Univ Pristina Fac Tech Sci Knjaza Milosa 7 Kosovska Mitrovica 38220 Serbia

ISBN: (数字)9783031608407

ISBN: (纸本)9783031608391;9783031608407

The problem that we are trying to solve is related to determining the best approach for preparing a dataset to train a neural network for the needs of tree detection on agricultural areas. Namely, in order to analyze the condition of perennial orchards, a dataset was created by photographing agricultural areas with a drone and it consists of unprocessed, large-format images showing plantations of different ages and different planting structures. After the process of annotating the trees on the captured images, different models of automatic image preprocessing and augmentation were applied to prepare the dataset for the further training process. In order to compare different approaches of input dataset preparation, the training process was performed in the same way using the YOLOv8 neural network. The evaluation process of the obtained results has been performed by comparing metrics such as precision, recall, mAP@0.5, mAP@0.5-0.95, and F1score, for different versions of input datasets.

关键词： YOLOv8 tree detection image augmentation image processing

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An Intelligent Optimized Approach for Clear Sky Global Solar Irradiance Models

An Intelligent Optimized Approach for Clear Sky Global Solar...

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International Conference on Intelligent and Fuzzy systems (INFUS)

作者： Harrouni, Samia Alloune, Amina Bahakemi, Imene Univ Sci & Technol Houari Boumediene USTHB Fac Elect Engn Instrumentat Lab LINS POB 32 Algiers 16111 Algeria

ISBN: (纸本)9783031671944;9783031671951

Estimation of solar radiation data is very crucial for optimizing solar power. This can be achieved only if the solar radiation is estimated with high accuracy. Meteorological stations that measure solar radiationmay not be available at the location of interest for researchers. This is due to the costs of the necessary measuring devices. Solar radiation estimation models are then a good alternative. In this paper, we propose a new optimization method for solar radiation clear-sky models based in clearness index KT. The aim of our method is to improve the clear-sky models performance especially for cloudy days. In the present work, a clear sky *** model is used to estimate the 10 min-global solar radiation on an inclined plane in the Tahifet site located in the south of Algeria. Results showed a significant improvement of the performance of *** model after optimization.

关键词： Solar Irradiance Estimation Clear Sky Model r.sun Model Fractal Classification Clearness Index Optimization

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Beyond Labels and Barriers: Women's Ongoing Journey in the Auditing Profession 12th

Beyond Labels and Barriers: Women's Ongoing Journey in the A...

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12th World Conference on Information systems and Technologies (WorldCIST)

作者： Bernardo, Silvia Pedrosa, Isabel Monteiro, Daniela Polytech Inst Coimbra Coimbra Business Sch P-3045231 Coimbra Portugal Polytech Inst Porto CEOS PP Porto Portugal Univ Lisbon ISEG Lisbon Portugal

ISBN: (纸本)9783031603273;9783031603280

This paper aims to synthesize the primary metaphorical barriers representing the difficulties women face in advancing their careers over time: glass ceiling, glass cliff, labyrinth, leaky pipeline and queen bee. It also seeks to assess the validity of these metaphors in relation to actual realities. The methodology involves analyzing, synthesizing, and compiling various articles and studies on the topic. This analysis revealed that over time, these barriers evolve, adapting to the present yet continuing to exist. Some barriers are more pertinent than others, as evidenced by critiques of the justifications for their definitions. This paper underscores the need for actions to combat gender inequality, specially within the auditing profession, not only within organizations but also at the societal level.

关键词： Metaphors Barriers Women' careers Gender inequality Auditing

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Design of a Solar-Powered Robotic System for Reaching and Grasping Assistance 9th

Design of a Solar-Powered Robotic System for Reaching and Gr...

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

作者： Rahman, S. M. Mizanoor Penn State Univ Dunmore PA 18512 USA

ISBN: (纸本)9789819732982;9789819732999

This article presents the innovative electromechanical design and analysis of a solar-powered robotic assistive system for reaching and grasping assistance of weak and disabled people. The design consisted of an innovative gripping mechanism at the top (upper end) of the assistive device. The bottom (lower end) of the device consisted of a haptic knob (potentiometer), a solar panel, and the Arduino-based control board. The opening and closing of the gripper were actuated by a servomotor, which was controlled by the user via the potentiometer. The device was lightweight to make it user-friendly and ergonomic. It was designed to be solar-powered to make it usable in remote areas lacking electricity as well as to make it cost-effective. The device was sufficiently long but lightweight so it would be feasible to grasp objects from a comparatively distant location. The design was analyzed for its static characteristics in a simulation study based on a CAD model. Then, a proof-of-concept prototype was built and experimentally tested. The simulation results showed satisfactory static characteristics in terms of stress and strain tolerances of the design for normal load maneuvering. The experimental test results proved the effectiveness of the functionality of the novel gripping mechanism actuated by the servomotor and controlled haptically via the potentiometer as well as the suitability and user-friendliness of the device for its intended application. The design was innovative, and the preliminary results were very promising. The proposed assistive device can be very useful to augment the performance of weak and disabled people in reaching and grasping numerous household objects in their daily activities, and thus reduce their burdens and improve their quality of life (QoL).

关键词： Electromechanical design Design analysis Solar power Reaching and grasping Assistive technology Disabilities Performance augmentation Haptics Quality of life

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Enhancing Information Integrity: Machine Learning Methods for Fake News Detection 1

引用

4th Congress on Intelligent systems (CIS)

作者： Sahu, Shruti Bansal, Poonam Kumari, Ritika IGDTUW Dept Artificial Intelligence & Data Sci New Delhi India Guru Gobind Singh Indraprastha Univ USICT New Delhi India

ISBN: (数字)9789819990375

ISBN: (纸本)9789819990368;9789819990375

With growing and advancing technology, people have access to the Internet easily which leads to the availability of news online and can reach from one part of the world to another. Internet is the ideal environment for the growth and dissemination of malevolent and fake news. Fake news detection has become a serious problem in the recent era. Due to this, it has become important to detect whether a floating news is fake or real as it may have a serious negative impact on individuals and society. In this study, we use WELFake and Real and Fake News Classification Dataset from the Kaggle Repository for fake news classification using five machine learning algorithms: Naive Bayes (NB) classifier, decision tree (DT), random forest (RF), support vector machine (SVM), and K-nearest neighbor (KNN). Five metrics are used: accuracy, precision, recall, F1-score, and AUC for comparing the model's performances. We notice that the best-performing models are DT and RF yielding an accuracy of 93.92% and 91.18% respectively.

关键词： Fake news classification Decision tree Random forest Classification Support vector machine

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Authentication, Authorization, Administration and Audit Impact on Digital Security 1

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

作者： Conejo Navarro, Fauricio Alban Garcia, Melvin Jadan-Guerrero, Janio Univ Latina Costa Rica San Jose Costa Rica Univ Galileo Maestria Gest & Direcc Proyectos Guatemala City Guatemala Univ Indoamer Ctr Invest Mectron & Sistemas Interactivos MIST Quito Ecuador

ISBN: (数字)9783031456428

ISBN: (纸本)9783031456411;9783031456428

We can say technological security is in constant change. Security is constantly changing by the industry, because it is necessary to improve the integrity of technological security. These changes in technology come with new methods, processes, and technologies which lead to the need to be ahead in the new trends. The AAAA (Authentication, Authorization, Administration, Audit) is a topic of great relevance in organizations, it is a matter for everyone. This paper attempts to evaluate the variation presented in the Access Management after implementing digital security plans. The evaluation is visualized as an accompaniment for the improvement of the effectiveness in future decisions-making processes. The result of this analysis aims to find new improvement opportunities, due to the positive impact to growth in this field. The intention is to close the gap between the financial and technological security issues. Nowadays these issues are evaluated individually, and we pretend to unify these subjects.

关键词： AAAA Security Authentication Authorization Audit Planning Procedures Policies Digital Security

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