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Improvement
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Resolution: Fixed
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Neutral
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1.2.4
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Empty show more show less
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Yes
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AuthorX 3, AuthorX 4
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8
Implement a PoC based on user collaborative filtering that can enhance the
NoopResultRanker.
The ranking system based on recommendation is described here:
https://www.toptal.com/algorithms/predicting-likes-inside-a-simple-recommendation-engine
Note: the recommendation engine above can be simplified by ignoring the "dislike" feature.
Implementation examples can be found here:
- https://github.com/sumit1202/User-based-Collaborative-Filtering/blob/master/Recommender.java
- https://github.com/guoguibing/librec/tree/3.0.0/core/src/main/java/net/librec/recommender
Implementation details:
Focus on simplicity
Prioritise search results that have been previously selected by the active user.
Use an in memory storage system
- duplicates
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MGNLPER-82 Consider non-AI alternatives for search result rankings
- Closed
- is caused by
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MGNLPER-157 Investigation. Improve default ranking from Lucene
- Closed
- mentioned in
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