Withthe advancement of software-Defined Networking (SDN) technology, network programmability and flexibility have been significantly enhanced. However, effectively integrating traditional network systems with emergin...
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Optical Character Recognition, or OCR, is a tool that could apprehend textual content in photographs or scanned documents and convert it into system-readable textual content. To recognize and extract information from ...
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In traditional approaches to develop softwaresystemsthat do not have an Artificial Intelligence (AI) or Machine Learning (ML) component, requirements determination activities - also called Requirements engineering (...
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ISBN:
(纸本)9783031782541;9783031782558
In traditional approaches to develop softwaresystemsthat do not have an Artificial Intelligence (AI) or Machine Learning (ML) component, requirements determination activities - also called Requirements engineering (RE) - are well-established and researched. When it comes to building softwaresystems with one or more AI/ML components, the process is dependent heavily on data with limited or in some cases no insight into the non-functional requirements of the system's internal workings such as fairness, accountability and transparency, inter alia. In this paper, I review literature to probe how an emphasis on nonfunctional requirements during requirements determination can help address ethical requirements when implementing AI systems. the results show that currently technical experts often emphasize functional requirements more than non-functional requirements. Where they do, the emphasis is still on system-oriented non-functional requirements such as portability, maintainability, opacity, inter alia. However, AI being an interdisciplinary subject, encompassed in a bracket of sociotechnical systems, there is need to revisit this tendency by technical experts. I propose a framework for classifying ethical requirements under non-functional requirements in order to ensure equal emphasis on environment-oriented non-functional requirements such as privacy, fairness, eco-friendly among others. I also argue that the use of a value sensitive design (VSD) approach will help in the implementation of ethical AI systems in order to address ethical concerns from stakeholders. In addition, existing technical literature has focused more on using AI to manage RE activities (AI in RE), yet very limited research has been done on RE for AI systems (RE4AI). Requirements engineering is generally accepted as the most critical and complex process within the development of sociotechnical systems. the literature also confirms that during requirements determination for AI systems (RE4AI), a
Entity-Component-System (ECS) is a fundamental architecture of game engines. It consists of entities (identities), components (data), and systems (logical units). It schedules the system graph to drive the update loop...
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the widespread presence of peripheral devices in households, connecting to desktops and laptops, creates a substantial security vulnerability. these devices can be manipulated at the hardware level, allowing unauthori...
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Interoperability, or correspondence between at least two programming applications, is a vital improvement in 5G innovation that can have critical ramifications for medical services the executive’s models. the efficie...
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this paper presents the development of a dedicated ground station optimized for LoRa satellite communication. the station is equipped with crucial components, including an antenna, transceiver, modem, RF amplifier, tr...
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Among the many software technologies around the world,there is no parallel to cloud computing(CC).Businesses use cloud computing for hosting *** cloud computing, tasks are distributed across a group of resources which...
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this paper examines the blessings of dynamic communications software program design in networks. By leveraging advances in generation, dynamic communications provide an ever-evolving method of connecting, communicatin...
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