Online shopping is rapidly increasing nowadays. As a reason when we are going to purchase any kind of item through an e-commerce site, we are always concerned about the reviews and ratings of the product that we are g...
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Nowadays user's data in devices is at high risk. To ensure security of program's runtime environment, Trusted Computing and Trusted Execution Environment(TEE) are proposed, which construct trusted base at the ...
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In the era of big data, efficiently processing and retrieving insights from unstructured data presents a critical challenge. This paper introduces a scalable leader-worker distributed data pipeline designed to handle ...
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Incorporation of explainability features in the decision-making web-based systems is considered a primary concern to enhance accountability,transparency,and trust in the ***-domain Sentiment Analysis is a significant ...
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Incorporation of explainability features in the decision-making web-based systems is considered a primary concern to enhance accountability,transparency,and trust in the ***-domain Sentiment Analysis is a significant web-based system where the explainability feature is essential for achieving user *** design methodologies such as object-oriented design methodology(OODM)have been proposed for web-based application development,which facilitates code reuse,quantification,and security at the design ***,OODM did not provide the feature of explainability in web-based decision-making systems.X-OODM modifies the OODM with added explainable models to introduce the explainability feature for such *** research introduces an explainable model leveraging X-OODM for designing transparent applications for multidomain sentiment *** proposed design is evaluated using the design quality metrics defined for the evaluation of the X-OODM explainable model under user *** design quality metrics,transferability,simulatability,informativeness,and decomposability were introduced one after another over time to the evaluation of the X-OODM user *** metrics of accessibility and algorithmic transparency were added to increase the degree of explainability for the *** study results reveal that introducing such explainability parameters with X-OODM appropriately increases system transparency,trustworthiness,and user *** experimental results validate the enhancement of decision-making for multi-domain sentiment analysis with integration at the design level of *** work can be built in this direction by extending this work to apply the proposed X-OODM framework over different datasets and sentiment analysis applications to further scrutinize its effectiveness in real-world scenarios.
In today's dynamic software development environment, effective collaboration between development and operations teams is essential for success. DevOps, derived from Development and Operations, encompasses a range ...
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Zero-shot Learning (ZSL) involves classifying samples from unseen classes using semantic similarities with seen classes. However, ZSL models are often subject to bias toward seen classes, especially in a generalized s...
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Currently, most mobile devices are equipped with vibration functions that notify users or simulate the feel of a touchscreen keyboard. However, most of these use a single motor for vibration, and the information about...
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Pregnancy complications have significant effects on women and can threaten the health of an unborn child. Pregnant women have a great interest in issues related to fetuses. The aim of the project is to create a predic...
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Millions of people worldwide suffer from depression, a common psychiatric disorder that has a significant impact on both individuals and society. For management and treatment to be effective, timely detection and inte...
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Automated traffic sign detection and identification plays an important position in site visitors sign stock control. The site visitors sign affords an accurate and timely way to manage inventory with minimum human att...
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