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Bountouridis, D. (author), Harambam, Jaron (author), Makhortykh, Mykola (author), Marrero Llinares, M. (author), Tintarev, N. (author), Hauff, C. (author)The growing volume of digital data stimulates the adoption of recommender systems in different socioeconomic domains, including news industries. While news recommenders help consumers deal with information overload and increase their engagement, their use also raises an increasing number of societal concerns, such as “Matthew effects”, “filter...conference paper 2019
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Sullivan, Emily (author), Bountouridis, D. (author), Harambam, Jaron J. (author), Najafian, S. (author), Loecherbach, Felicia (author), Makhortykh, Mykola (author), Kelen, Domokos (author), Wilkinson, Daricia (author), Graus, David (author), Tintarev, N. (author)Personalized content provided by recommender systems is an integral part of the current online news reading experience. However, news recommender systems are criticized for their'black-box' approach to data collection and processing, and for their lack of explainability and transparency. This paper focuses on explaining user profiles...conference paper 2019