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    ARTICLE

    X-OODM: Leveraging Explainable Object-Oriented Design Methodology for Multi-Domain Sentiment Analysis

    Abqa Javed1, Muhammad Shoaib1,*, Abdul Jaleel2, Mohamed Deriche3, Sharjeel Nawaz4

    CMC-Computers, Materials & Continua, Vol.82, No.3, pp. 4977-4994, 2025, DOI:10.32604/cmc.2025.057359 - 06 March 2025

    Abstract Incorporation of explainability features in the decision-making web-based systems is considered a primary concern to enhance accountability, transparency, and trust in the community. Multi-domain Sentiment Analysis is a significant web-based system where the explainability feature is essential for achieving user satisfaction. Conventional 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 level. However, 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… More >

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