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Explanations gain more and more attention in the context of explainable systems. This repo contains research about different aspects of explanations and how to integrate them in an existing system.
Here are the commented code solutions and explanations to each of the problems from the 2023 Junior Canadian Computing Challenge competition. All solutions were created by Amolgorithm.
A recsys for healthy recipes, integrated into a telegram chatbot and focused on persuasive explanations to encourage users to adopt healthier eating habits.
List of popular algorithmic recursion questions and solutions for practice dealing with recursive problem structure. With detailed and elaborate explanations.
The project is about providing counterfactual explanations for biased recommendation results. The developed algorithms produce explanations efficiently for the case of random walk-based recommenders. The scenario tested in the experiments is user-movie ratings, but the algorithms can be applied in any user-item interactions scheme.
This project is an implementation of a research line carried out by Matías E. Gandolfo, Martín E. Buron Brarda, Luciano H. Tamargo, and Alejandro J. García, all of them members of the Institute for Computer Science and Engineering (UNS-CONICET), Department of Computer Science & Engineering, Universidad Nacional del Sur, Bahía Blanca, Argentina