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. 2021 Jul 28;4:693494. doi: 10.3389/fdata.2021.693494

TABLE 5.

Example of a Test User (#26647) where the explanations match the favorite tags more than the recommendations: The first recommended song is a “pop” song (in bold). However, the explainability segment is both “pop” and “rock” which matches the favorite tags of the user better than the recommendation itself (value in bold), thus validating this instance.

Recommendation Recommendation tags Explanation tags
1 Pop Pop, rock
2 Pop, rock Pop, rock
3 Pop, rock Pop, rock
4 Pop, rock Pop, rock
5 Pop, rock Pop, rock
User’s top 3 tags (sorted) Rock, pop, favorites
K 1 2 3
%Match[rec.,Tk(u)] 80% 100% 100%
%Match[exp.,Tk(u)] 100% 100% 100%