Adaptive and Personalized Systems Based on Semantics (original) (raw)

Semantics in Adaptive and Personalised Systems, 2019

Abstract

In the introduction of this book, we have thoroughly discussed the importance of adaptive and personalized systems in a broad range of applications. In particular, we have motivated the use of content-based information and textual data, and we have analyzed all the possible limitations of approaches based on keyword-based representation. In this chapter, we will focus on the application of semantics-aware representation techniques in recommender systems, user modeling, and social media analysis, and we will show how the exploitation of enhanced representation leads to an improvement of the results.

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