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Exploring Values in Museum Artifacts in the SPICE project: a Preliminary Study
This document describes the rationale, the implementation and a preliminary evaluation of a semantic reasoning tool developed in the EU H2020 SPICE project to enhance the diversity of perspectives experienced by museum visitors.
Addressing the cold start problem in privacy preserving content-based recommender systems using hypercube graphs
The initial interaction of a user with a recommender system is problematic because, in such a so-called cold start situation, the recommender system has very little information about the user, if any.
Person Entity Profiling Framework: Identifying, Integrating and Visualizing Online Freely Available Entity-Related Information
Hence, we can view any CV as a graph of interlinked entities, where nodes are entities and edges are relations between them.
Towards Algorithmic Transparency: A Diversity Perspective
As the role of algorithmic systems and processes increases in society, so does the risk of bias, which can result in discrimination against individuals and social groups.
Graph Based Recommendations: From Data Representation to Feature Extraction and Application
The proposed approach is domain-independent (demonstrated on data from movies, music, and business recommender systems), and is evaluated using several state-of-the-art machine learning methods, on different recommendation tasks, and using different evaluation metrics.
