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Reshaping the Accountant's Future in the Era of Emerging Technologies 12th

Reshaping the Accountant's Future in the Era of Emerging Tec...

引用

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

作者： Ferreira, Ana Pedrosa, Isabel Coimbra Business Sch Polytechn Inst Coimbra Quinta Agricola P-3045231 Coimbra Portugal Polytechn Inst Porto CEOS PP Porto Portugal

ISBN: (纸本)9783031603273;9783031603280

With the advent of the digital age, the accounting profession has undergone a transformation. Adapting to these changes represents an opportunity to showcase accountants' flexibility and perseverance, rather than a mere new challenge. Approaching the new landscape with eagerness and self-assurance will empower accountants to flourish and achieve their professional goals. Emerging Technologies refer to Robotic Process Automation, Artificial intelligence, Big Data and analytics, Cloud, and Blockchain. This study aims to present and analyze the impacts of using emerging technologies on the accounting profession through an exploratory study and interviews with accounting professionals. The results of the interviews revealed that the relationship between emerging technologies and the role and skills of accountants has not yet been established. This work identifies the skills that accountants must detain to be successful, the new professions that will emerge associated with accounting, and activities and processes that will change. The insights presented in this study are highly valuable for those involved in the accounting profession, including professional bodies, regulators, and educational institutions. Researching the use of emerging technologies in the context of accounting may yield valuable knowledge that could inform future modifications to university curricula and instructional approaches for accounting educators.

关键词： Emerging Technologies Robotic Process Automation Accountant Accounting Education Skills Artificial intelligence Automation Big Data Blockchain

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IAM Dataset-Based Author Identification via Convolutional Neural networks 1

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8th Smart Trends in Computing and Communications (SmartCom)

作者： Subramanian, R. Raja Visal, J. Kumar, Betham Raj Yaswanth, Pendyala Raja Gatikoppu, Sai Phanindra Pavan Kumar Kalasalingam Acad Res & Educ Krishnankoil Virudhunagar India

ISBN: (数字)9789819713233

ISBN: (纸本)9789819713226;9789819713233

Optical character recognition (OCR) has emerged as a crucial technology in the field of document analysis and text processing. This paper presents a novel approach to OCR utilizing the IAM dataset, a widely recognized benchmark for handwriting recognition tasks. Our method combines deep learning techniques with advanced pre-processing methods to achieve state-of-the-art results in handwritten text recognition. The IAM dataset offers diverse and challenging handwritten samples, making it an ideal testbed for OCR systems. The proposed model is trained using a large and carefully curated subset of the IAM dataset, ensuring robustness and generalization. Furthermore, this work focuses on reducing the computational complexity and memory footprint of the OCR system, making it suitable for real-time applications. We optimize our model for efficiency while maintaining high accuracy. Our experiments demonstrate superior performance compared to existing OCR methods on the IAM dataset.

关键词： Author net Deep learning Convolutional neural network

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Sustainability and Usability Evaluation of E-Commerce Portals 12th

Sustainability and Usability Evaluation of E-Commerce Portal...

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

作者： Garcia-Berna, Jose A. Ouhbi, Sofia Carrillo de Gea, Juan M. Nicolas, Joaquin Fernandez-Aleman, Jose L. Univ Murcia Dept Comp Sci & Syst Murcia Spain Uppsala Univ Dept Infromat Technol Uppsala Sweden

ISBN: (纸本)9783031602146;9783031602153

Information and communications technologies (ICT) are essential to achieving energy sustainability objectives. With their substantial daily traffic, e-commerce websites are especially important. This study looked into the connection between the most popular e-commerce websites' sustainability and usability. This study evaluated usability employing accepted web-based user experience criteria. Furthermore, a framework for assessing website elements that support sustainability was put forth. Through an analysis of the features of four tools that quantify sustainability-related factors such as page load time, browser cache usage, JavaScript usage, HTTP request volume, and usage of green servers we gathered a total of 39 sustainability criteria for software. Finally, we evaluated whether usability and sustainability were correlated. There was no significant correlation between usability and sustainability according to our research. Still, the framework this paper develops is a useful tool for sustainability evaluations.

关键词： E-commerce Software Requirements Sustainability Usability

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Analyzing the Economic Viability and Design of Solar-Powered Water Pumps for Farming Irrigation: Case Study Conducted in Somalia 2nd

Analyzing the Economic Viability and Design of Solar-Powered...

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2nd International Conference on Forthcoming networks and Sustainability in the AIoT Era (FoNeS-AIoT)

作者： Isak, Abdullahi Mohamed Ozkan, Ali Osman Siyad, Abdulaziz Ahmed Jamhuriya Univ Sci & Technol Fac Engn Dept Elect Engn Mogadishu Somalia Necmettin Erbakan Univ Fac Engn Dept Elect & Elect Engn TR-42090 Konya Turkiye

ISBN: (纸本)9783031628801;9783031628818

In Somalia, livestock and agriculture are key economic sectors, heavily dependent on water resources, primarily from the Juba and Shabelle rivers used for irrigation. Traditional energy sources for irrigation are costly and require daily maintenance. Farmers distant from these rivers rely on only two rainy seasons for crop growth, However, some seasons fail to rain, and drought occurs. This study aims to evaluate the design and economics of a solar-powered photovoltaic water pumping (PVWP) system for irrigation in Somalia. A banana farm in the south served as a case study, receiving about 5.25 Kwh/m(2) of solar radiation daily. The water needs for various crops were assessed using the CROPWAT program. Crops like sugarcane, mango, and banana were found to be the most water-intensive, while sorghum, beans, and watermelon needed less water. Two PVWP system designs, AC and DC, were simulated using PVSYST software. The AC system required 6 solar panels (285wp each) to pump 82m3/day, while the DC system achieved this with just 4 panels and greater efficiency. Economic analysis compared these systems with diesel water pumps (DWPs), using metrics like capital cost, life cycle cost, and cost per cubic meter of pumped water. The cost per cubic meter was 0.17 USD for the DC system and 0.22 USD for the AC system, significantly lower than the 0.68 USD for DWPs. The study concludes that solar photovoltaic technology can enhance agricultural productivity and food production, improving farmers' livelihoods and contributing to Somalia's economic development.

关键词： Crop water requirement Somalia Photovoltaic water pumping Photovoltaic systems

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Automatic Identification of Fish Species and Their Farmed or Wild Origin by Computer Vision and Deep Learning 16th

Automatic Identification of Fish Species and Their Farmed or...

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16th International Conference on Ubiquitous Computing and Ambient Intelligence

作者： Jerez-Tallon, Mario Garcia-D'Urso, Nahuel Climent-Perez, Pau Toledo-Guedes, Kilian Azorin-Lopez, Jorge Fuster-Guillo, Andres Univ Alicante Dept Comp Technol San Vicente Del Raspeig 03690 Alicante Spain Univ Alicante Dept Marine Sci & Appl Biol San Vicente Del Raspeig 03690 Alicante Spain

ISBN: (纸本)9783031775703;9783031775710

This work is part of the GLORiA research project and focuses on the use of deep learning and computer vision in aquaculture. Specifically, this work deals with the automatic identification of escaped fish. The aim is to use images of the fish, previously acquired in the laboratory with pre-established patterns, to obtain information about the species it belongs to, whether it is farmed, escaped or wild. We will use a pre-trained network, ResNet50, in combination with transfer learning techniques for this purpose. In addition, we will also develop a prototype application. This application will integrate the trained model to provide a practical tool for automated identification and classification of fish based on uploaded images.

关键词： Computer Vision Deep Learning Aquaculture

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A Chaotic Equilibrium Optimization for Electric Vehicle Charging Scheduling in Distribution networks with Integrated Battery Energy Storage systems 7th

A Chaotic Equilibrium Optimization for Electric Vehicle Char...

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7th International Conference on Green Technology and Sustainable Development

作者： Thien Vo Minh Long Diep Hoan Van Pham Luu Huynh Trung Dieu Vo Ngoc Ho Chi Minh City Univ Technol HCMUT Dept Power Syst 268 Ly Thuong Kiet StDist 10 Ho Chi Minh City Vietnam Can Tho Univ Technol Dept Elect Elect Telecommun Can Tho City Vietnam Can Tho Univ Dept Elect Engn Coll Engn Technol Can Tho City Vietnam Power Generation Joint Stock Corp 2 Can Tho City Vietnam Kien Giang Coll Rach Gia City Rach Gia City Kien Giang Prov Vietnam Vietnam Natl Univ Ho Chi Minh Linh Trung Ward Ho Chi Minh City Vietnam

ISBN: (纸本)9783031762314;9783031762321

The transition towards transportation electrification has led to the gradual replacement of conventional fuel-based vehicles with electric vehicles (EVs), driven by their notable advantages. However, the rapid proliferation of electric vehicle charging stations (EVCSs) poses challenges in managing, coordinating, and optimizing their operational capacities due to inherent limitations. In this research, we propose an enhanced chaotic equilibrium optimization (CEO) algorithm to address the scheduling complexities of EVCSs within a distribution network integrated with a battery energy storage system (BESS). By integrating distributed generations (DGs) and aiming to minimize power loss and voltage deviation, our approach seeks to optimize the deployment of EVCSs across different charging scenarios (fast, medium, and slow) while considering varying levels of EVCS load penetration. Leveraging the IEEE 33 and 69-bus systems for simulation and utilizing Matlab software, our model determines optimal values for EVCSs' active power, BESS mobilization capacity, and DG deployment based on cost-effectiveness. The obtained results demonstrate the efficacy of our proposed CEO model in efficiently coordinating EVCSs' power flow within BESS-integrated distribution networks, thereby providing multiple benefits to end-users.

关键词： Electric vehicle charging schedules transportation power system Distributed generation EVCS CEO BESS

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Evaluation Methods of CDIO Project at Duy Tan University

Evaluation Methods of CDIO Project at Duy Tan University

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

作者： Truong, Van-Truong Nayyar, Anand Duy Tan Univ Fac Elect Elect Engn Inst Res & Dev Da Nang 550000 Vietnam Duy Tan Univ Fac Informat Technol Sch Comp Sci Da Nang 550000 Vietnam

ISBN: (纸本)9789819984787;9789819984794

Using the CDIO framework in project teaching has been proven to help improve students' teamwork, communication, and critical thinking skills. However, the CDIO class at Duy Tan University (DTU) was at risk of significant fragmentation, as groups working on different projects were not interested in participating in discussions and sharing with other groups. It happened because their knowledge is insufficient to discuss another project in-depth, the time spent in cross-group discussions is short, or simply because of student apathy. Moreover, the Covid-19 pandemic has made implementing learning groups in CDIO much more difficult. Numerous ways have been tried to engage students in learning and adapt to specific conditions before, during, and after the pandemic. Before the pandemic, we increased the enjoyment of learning for students by creating a "fun competition" using DTU-Clicker, the electronic voting device for end-of-class quizzes. The winning team in the poll will receive bonus points, while the other groups will receive the knowledge that the CDIO instructor wants to convey. During Covid-19, we must shift the CDIO projects to an online teaching format. Accordingly, we use Kahoot! to create games in learning CDIO for class members, as well as members of a group. Back after the pandemic, we used Plicker as an enhancement to DTU-Clicker. This paper presents some sharing and comparisons about implementing CDIO teaching at DTU regarding the mentioned techniques. We emphasize the importance of the CDIO instructor's method of imparting knowledge and students' excitement and passion when learning CDIO. At the same time, the results show DTU's efforts in adapting to different teaching conditions.

关键词： Clicker Plicker CDIO implement Assessment for learning CDIO standards: 5, 11

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Between No-Code, Low-Code, Custom-Code, and AI. Hyperautomation Strategies at Nordic Enterprises 20th

Between No-Code, Low-Code, Custom-Code, and AI. Hyperautomat...

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20th International Workshop on Combinatorial Image Analysis (IWCIA)

作者： Kedziora, Damian Aunimo, Lili Kortesalmi, Heli LUT Univ Lahti 15210 Finland Kozminski Univ PL-03301 Warsaw Poland Haaga Helia Univ Appl Sci Helsinki 15210 Finland

ISBN: (纸本)9783031665936;9783031665943

With the growing importance of business process automation practices, companies deploy a variety of tools and policies to reduce manual workload and achieve strategic goals. Our study explored the perception of strategic approaches to enterprise hyperautomation among 136 responders, representing 52 leading companies from Nordic Europe. Findings highlight the importance of custom code, as well as low-code and RPA solutions, occasionally accompanied by AI and no-code. The strongest impact of hyperautomation success was related to governance, security and compliance, as well as engagement of all stakeholders, and celebration of achievements among persons taking part at the transition.

关键词： Strategy Low Code No Code Custom Code Robotic Process Automation Hyperautomation

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Application of Machine Learning Methods with Reinforcement in Planning Innovative Projects 13th

Application of Machine Learning Methods with Reinforcement i...

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13th Computer Science Online Conference

作者： Sudakov, Vladimir A. Sivakova, Tatiana V. Keldysh Inst Appl Math Miusskaya Sq 4 Moscow 125047 Russia

ISBN: (纸本)9783031702846;9783031702853

In the paper examines the problem of planning innovative projects taking into account resource limitations and project priorities. This problem belongs to the class of discrete programming problems and to solve it is proposed to use machine learning methods with reinforcement. As part of the study, a model of the environment and reward of an intelligent agent was created. The developed software shows good scalability on a computing cluster.

关键词： Aircraft Innovative projects Machine reinforcement learning Discrete optimization Agent reward Learning environment

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A Taxonomy on Human Factors that Affect DevOps Adoption 12th

A Taxonomy on Human Factors that Affect DevOps Adoption

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

作者： Perez-Sanchez, Juanjo Rafi, Saima de Gea, Juan Manuel Carrillo Ros, Joaquin Nicolas Aleman, Jose Luis Fernandez Univ Murcia C Campus UnivEdificio 32 Murcia 30100 Spain Edinburgh Napier Univ Merchiston Campus10 Coliton Rd Edinburgh EH10 5DB Midlothian Scotland

ISBN: (纸本)9783031602207;9783031602214

DevOps is a software development methodology created to reduce or even remove the division between the Development (Dev) and Operations (Ops) teams. However, DevOps adoption requires overcoming several impediments, and between them, culture change and human factors have the biggest impact. Therefore, this paper addresses the challenge of DevOps adoption from the perspective of DevOps culture and human factors. A systematic mapping study was carried out to create a taxonomy of human factors affecting DevOps adoption. A total of 21 studies were selected and 59 human factors were included in the taxonomy after the extraction and synthesis processes.

关键词： Software design

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