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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Rita Rismala

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3 papers indexed here

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Conference Aug 2026

A Hybrid Approach for Personal Trainer Chatbots: Fine-Tuning and Retrieval-Augmented Generation with GPT-4o

Despite growing awareness of the importance of a healthy lifestyle, many people still find it difficult to exercise regularly due to lack of knowledge and resources. Although personal trainers can address this issue, their services are not affordable for everyone. Large Language Models (LLMs) offer a way to address thi...

Abuidillah Adjie Muliadi, R. Rismala · 0 citations
Conference Jul 2026

A Stacking Ensemble of Collaborative Filtering and Random Forest for Movie Recommendation

Recommender systems often struggle to balance global preference patterns, local similarity, and complex user-item interactions within a single model. Existing approaches combine traditional collaborative filtering (CF) methods such as Singular Value Decomposition (SVD) and K-Nearest Neighbors (KNN) with gradient boosti...

Muhammad Faried Gunawan, R. Rismala · 0 citations
Conference Jul 2026

Enhancing User-Side Fairness on Neural Collaborative Filtering Using Generative Adversarial Network-Based Augmentation

Deep recommender systems frequently suffer from algorithmic biases that lead to unequal recommendation exposure across demographic groups, particularly disadvantaging underrepresented users. Although various debiasing methods have been proposed, they typically rely on invasive architectural adjustments that disrupt the...

Radhofan Azizi Ramdhani, R. Rismala · 0 citations

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