Difference between revisions of "Item Recommendations Algorithm"

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(ContinuousReplacement)
(Tag: continuous replacement)
 
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** It can base its decision on a [[User Profile]] for the [[Agent]] that includes past experience with items.
 
** It can base its decision on a [[User Profile]] for the [[Agent]] that includes past experience with items.
 
** It can range from being a [[Data-Driven Item Recommendations Algorithm]] to being a [[Heuristic Item Recommendations Algorithm]].
 
** It can range from being a [[Data-Driven Item Recommendations Algorithm]] to being a [[Heuristic Item Recommendations Algorithm]].
** It can range from being a [[Simple Relevance-based Item Recommendation Algorithm]] to a [[Complex Relevance-based Item Recommendation Algorithmn]] (such as a [[sequence-aware recommendation algorithm]]).
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** It can range from being a [[Personalized Item Recommendations Algorithm]] to being a [[Non-Personalized Item Recommendations Algorithm]].
** It can range from being a [[Content-based Item Recommendation Algorithm]] to being an [[Interaction-based Item Recommendation Algorithm]] (to being a [[Content and Interaction-based Item Recommendation Algorithm]].
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** It can range from being a [[Contextual Item Recommendations Algorithm]] to being a [[Non-Contextual Item Recommendations Algorithm]].
 
** It can (typically) need to account for a [[Cold-Start Problem]].
 
** It can (typically) need to account for a [[Cold-Start Problem]].
 
* <B>Example(s):</B>  
 
* <B>Example(s):</B>  

Latest revision as of 18:23, 26 March 2020