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Fig. 1 Recommendation network.
TrustedPlaces – Venue recommendation network.
Plista Plista, a user-centric personalization and recommendation network that works across multiple websites.
Plista is a user-centric real-time personalization and recommendation network based on collaborative filtering.
Berlin-based Plista has now gone public with its personalisation and recommendation network.
The presented method estimates the discoverability of items and assesses the navigability of the resulting recommendation network.
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The static topology of recommendation networks has been extensively studied for the case of music recommenders.
Recommendation networks generated by interpolation weights (IW) performed best.
The pure and mixed recommendation approaches lead to starkly different recommendation networks (see Fig. 9).
We find that for five recommendations, the resulting recommendation networks are poorly navigable.
The corresponding recommendation networks were shown to generally lack support for navigation scenarios.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com