Giovanni Semeraro
3 papers in the PaperMetrix corpus
Papers by this author
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A Hybrid Recommendation Framework Exploiting Linked Open Data and Graph-based Features
2017
In this article we propose a hybrid recommendation framework based on classification algorithms as Random Forests and Naive Bayes. We fed the framework with several heterogeneous groups of features, and we investigate to what extent …
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Together is Better: Hybrid Recommendations Combining Graph Embeddings and Contextualized Word Representations
2021
In this paper, we present a hybrid recommendation framework based on the combination of graph embeddings and contextual word representations. Our approach is based on the intuition that each of the above mentioned representation models …
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Reproducibility Analysis of Recommender Systems relying on Visual Features: traps, pitfalls, and countermeasures
2023
Reproducibility is an important requirement for scientific progress, and the lack of reproducibility for a large amount of published research can hinder the progress over the state-of-the-art. This concerns several research areas, and recommender systems …