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Total records found : 5
Simplified search suggestions : Dianes David Emmanuel
12023
Thesis
Quality assessment methodology for sign language mobile apps using fusion of enhanced weighted mobile app rating scale (MARS) and content expert standardized criteria
Dianes David Emmanuel
In the academic realm, sign language mobile apps are an exciting research area that deserves a lot of attention. These apps are largely utilised because of their low cost and convenience. However, for these apps to have a real impact, their quality should be assessed. Such an assessment will motivate app development efforts and thus present a successful development methodology for new apps. A systematic literature review (SLR) search was conducted on three academic databases, namely, Science Direct, IEEE, and WOS and identified (n=33) research related works. From the SLR, it reveals the lack of assessment of sign language mobile apps and none of these apps had undergone a quality assessment in term of standardized approach. The objective of this research is to propose a new assessment methodology to assess the quality of the Malaysian Sign Language (MSL) mobile apps. This study adopted the content expert standardized criteria which involves 17 experts using the Fuzzy Delphi .....

559 hits

22024
Article
A novel evaluation framework for medical LLMs: Combining fuzzy logic and MCDM for medical relation and clinical concept extraction
Dianes, David Emmanuel
Artificial intelligence (AI) has become a crucial element of modern technology, especially in the healthcare sector, which is apparent given the continuous development of large language models (LLMs), which are utilized in various domains, including medical beings. However, when it comes to using these LLMs for the medical domain, there’s a need for an evaluation platform to determine their suitability and drive future development efforts. Towards that end, this study aims to address this concern by developing a comprehensive Multi-Criteria Decision Making (MCDM) approach that is specifically designed to evaluate medical LLMs. The success of AI, particularly LLMs, in the healthcare domain, depends on their efficacy, safety, and ethical compliance. Therefore, it is essential to have a robust evaluation framework for their integration into medical contexts. This study proposes using the Fuzzy-Weighted Zero-InConsistency (FWZIC) method extended to p, q-quasirung orthopair fuzzy set (p, .....

163 hits

32024
Article
Correction: Sign language mobile apps: A systematic review of current app evaluation progress and solution framework
Dianes, David Emmanuel
Mobile apps for sign language are a fascinating area of research that merits a lot of attention. These apps are widely used due to their affordability and usability. Nevertheless, the quality of these apps needs to be evaluated if they are to have a significant influence. The outcomes of app quality assessment can also stimulate app development efforts and improvements to their functionality and accuracy. Therefore, to gain more in depth understanding, four academic databases (Science Direct, IEEE, Association for Computing Machinery, and Web of Science) were searched as part of a systematic literature review. The review highlighted that sign language apps require further development to support users in achieving the greatest possible usage and learning experience. We present a solution framework based on a quality assessment criterion for sign language mobile apps that could be adopted by academics and developers. Alternative identification, criteria, and development are the three pri.....

126 hits

42024
Article
Sign language mobile apps: A systematic review of current app evaluation progress and solution framework
Dianes, David Emmanuel
Mobile apps for sign language are a fascinating area of research that merits a lot of attention. These apps are widely used due to their affordability and usability. Nevertheless, the quality of these apps needs to be evaluated if they are to have a significant influence. The outcomes of app quality assessment can also stimulate app development efforts and improvements to their functionality and accuracy. Therefore, to gain more in depth understanding, four academic databases (Science Direct, IEEE, Association for Computing Machinery, and Web of Science) were searched as part of a systematic literature review. The review highlighted that sign language apps require further development to support users in achieving the greatest possible usage and learning experience. We present a solution framework based on a quality assessment criterion for sign language mobile apps that could be adopted by academics and developers. Alternative identification, criteria, and development are the three pri.....

147 hits

52024
Article
Landscape of sign language research based on smartphone apps: Coherent literature analysis, motivations, open challenges, recommendations and future directions for app assessment
Emmanuel, Dianes David
Numerous nations have prioritised the inclusion of citizens with disabilities, such as hearing loss, in all aspects of social life. Sign language is used by this population, yet they still have trouble communicating with others. Many sign language apps are being created to help bridge the communication gap as a result of technology advances enabled by the widespread use of smartphones. These apps are widely used because they are accessible and inexpensive. The services and capabilities they offer and the quality of their content, however, differ greatly. Evaluation of the quality of the content provided by these applications is necessary if they are to have any kind of real effect. A thorough evaluation like this will inspire developers to work hard on new apps, which will lead to improved software development and experience overall. This research used a systematic literature review (SLR) method, which is recognised in gaining a broad understanding of the study whilst offering addition.....

123 hits

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