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Metaheuristics for Complex Systems

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Tag: recommendation systems

Efficient Academic Retrieval System Based on Aggregated Sources (2023)

On account of the extreme expansion of the scientific research paper databases, the usage of searching and recommender systems in this area increased, as they can help researchers find appropriate papers by searching in enormous indexed datasets. Depending on where the papers are published, there might be stricter policies that force the author to…

data mining, features, recommendation systems, web

Recommendation System for Student Academic Progress (2022)

The purpose of this work is to study the possible approaches to build a recommendation system that could help students in organizing their work and improving their results. More specifically, we intend to predict grades of a student for future exams, based on his/her previous results and the past grades received by all students…

education, machine learning, recommendation systems

A Validation Framework for ARP Similarity Measure (2021)

In the last years, a wide range of new similarity measures has been designed and applied to different contexts. Currently, there’s a deep lack in the validation and evaluation steps for novel similarities. In general, new measures are validated mostly through numerical experiments using different data sets. But this is not enough, as in…

data mining, metrics, recommendation systems, sentiment analysis
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