Smart Devices, Smarter Data: Enhancing Quality in the Age of Ubiquitous Computing
DOI:
https://doi.org/10.63282/3050-9416.IJAIBDCMS-V4I1P105Keywords:
Ubiquitous computing, data quality, smart devices, edge computing, privacyAbstract
Advanced advancements in computing technologies have seen smart technologies get integrated into society to the extent of forming nearly every component of societal life. These include wearable, home automation systems, Industrial IoT machines, and all the other IoT devices in the market that produce large data. This paper aims to explore the changing trends in leveraging ubiquitous computing to improve the quality and effectiveness of data. When it comes to numbers, managing a huge amount of connected devices and determining the accuracy and relevance of data at the proper time becomes difficult. To this end, in this paper, we define and discuss data intelligence within the context of UC, especially by reviewing mechanisms such as edge computing, Analytics, and Context Awareness. Besides, the paper explores factors such as architectural aspects, privacy concerns, standards requirements, and a discussion on the impact of interconnectivity on enhancing data environments. Based on the literature review study, methodological framework and experimentation, this paper presents an integrated approach to improve the data quality in the smart device context. Hence, it is possible to conclude that everyone could benefit from making the systems adaptive, decentralized and secure to enhance the outcomes of data processing in ubiquitous environments to support smarter decision-making across various fields
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