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We then plug the actively constructed entity correspondences into a general transferred collaborative-filtering model to improve recommendation quality.
This shows that there is still a substantial potential to improve recommendation algorithms to better support navigation dynamics.
Relation to SoCo Liu et al. [14] proposed SoCo to improve recommendation quality by using contexts and social network information.
Classification is a machine learning technique that could assist in creating dynamic user profiles, increase scalability and ultimately improve recommendation accuracy.
It is worth mentioning that some contextual information which can improve recommendation quality may be lost in SoCo when the depth of tree is less than the number of contextual variables.
Although a number of studies have developed recommendation models using collaborative filtering (CF), few of them have tried to adopt both CF and other artificial intelligence techniques, such as genetic algorithm (GA), as a tool to improve recommendation results.
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Facebook says that recommendations improve as you 'Like' more TV shows and movies, and Clicker's own rating buttons will obviously improve recommendations as well.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com