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Fig 1.

Overview of the proposed user-centered novelty-aware recommendation..

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Fig 2.

Pseudocode of the proposed user-centered novelty framework..

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Table 1.

Summary of datasets used in the experiments.

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Table 2.

Overall Performance Comparison Across Baseline Methods and the Proposed Framework.

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Table 3.

Statistical Significance Analysis Using Paired t-tests.

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Fig 3.

NDCG@10 results for LastFM dataset across all methods.

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Fig 4.

NDCG@10 results for Epinions dataset across all methods.

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Fig 5.

ILD results for LastFM dataset across all methods.

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Fig 6.

ILD results for Epinions dataset across all methods.

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Fig 7.

Novelty results for LastFM dataset across all methods.

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Fig 8.

Novelty results for Epinions dataset across all methods.

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Fig 9.

Coverage results for LastFM dataset across all methods.

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Fig 10.

Coverage results for Epinions dataset across all methods.

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