Mixing the collaborative recommendation approach with content-based filtering seems to bring out the best in both methods.
CITATION STYLE
Smyth, B., & Cotter, P. (2000). A Personalized television listings service. Communications of the ACM, 43(8), 107–111. https://doi.org/10.1145/345124.345161
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