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Figure 2.1: A user rating system from Amazon.com
Figure 2.4: A user-item rating tensor for context Season.
Figure 2.5: Examples of context-rating co-occurrences for contexts (a) Companion and (b) Season
Figure 2.7: A neural network framework for constructing user representations from reviews In an extension to the CNN, NARRE [19] applied an attention mechanism [96] to construct representations by considering different contributions from reviews based on t
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Rating Conversion Rating Conversion Techniques Influences of Candidate Context Words and Their Neighboring Words 53 Contexts as Regions Experimental Evaluation Predictive Performance Parameter Sensitivity Discussion Conclusion

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