A user of a recommender system is more likely to be satisfied by one or more of the recommendations if each individual recommendation is relevant to her but additionally if the set of recommendations is diverse. The most common approach to recommendation diversification uses re-ranking: the recommender system scores a set of candidate items for relevance to the user; it then re-ranks the candidates so that the subset that it will recommend achieves a balance between relevance and diversity. Ordinarily, we expect a trade-off between relevance and diversity: the diversity of the set of recommendations increases by including items that have lower relevance scores but which are different from the items already in the set. In early work, the div...
This paper considers a popular class of recommender systems that are based on Collaborative Filterin...
This is the author's version of the work. It is posted here for your personal use. Not for redistrib...
\u3cp\u3eAil important side effect of using recoinmender systems is a phenomenon called choice over...
A user of a recommender system is more likely to be satisfied by one or more of the recommendations ...
International audienceThe diversity of the item list suggested by recommender systems has been prove...
ReportRecommender Systems have emerged to guide users in the task of efficiently browsing/exploring ...
A user of a recommender system is more likely to be satisfied by one or more of the recommendations ...
Accuracy of the recommendations has long been regarded as the primary quality aspect of Recommender ...
\u3cp\u3ePeople like variety and often prefer to choose from large item sets. However, large sets ca...
Sales diversity is considered a key feature of Recommender Systems from a business perspective. Sale...
Diversity has been identified as one of the key dimensions of recommendation utility that should be ...
Recommender Systems (RS) have emerged to guide users in the task of efficiently browsing/exploring a...
This paper addresses recommendation diversification. Existing diversification methods have difficult...
The need for diversification manifests in various recommendation use cases. In this work, we pro-pos...
There is increasing awareness in the Recommender Systems field that diversity is a key property that...
This paper considers a popular class of recommender systems that are based on Collaborative Filterin...
This is the author's version of the work. It is posted here for your personal use. Not for redistrib...
\u3cp\u3eAil important side effect of using recoinmender systems is a phenomenon called choice over...
A user of a recommender system is more likely to be satisfied by one or more of the recommendations ...
International audienceThe diversity of the item list suggested by recommender systems has been prove...
ReportRecommender Systems have emerged to guide users in the task of efficiently browsing/exploring ...
A user of a recommender system is more likely to be satisfied by one or more of the recommendations ...
Accuracy of the recommendations has long been regarded as the primary quality aspect of Recommender ...
\u3cp\u3ePeople like variety and often prefer to choose from large item sets. However, large sets ca...
Sales diversity is considered a key feature of Recommender Systems from a business perspective. Sale...
Diversity has been identified as one of the key dimensions of recommendation utility that should be ...
Recommender Systems (RS) have emerged to guide users in the task of efficiently browsing/exploring a...
This paper addresses recommendation diversification. Existing diversification methods have difficult...
The need for diversification manifests in various recommendation use cases. In this work, we pro-pos...
There is increasing awareness in the Recommender Systems field that diversity is a key property that...
This paper considers a popular class of recommender systems that are based on Collaborative Filterin...
This is the author's version of the work. It is posted here for your personal use. Not for redistrib...
\u3cp\u3eAil important side effect of using recoinmender systems is a phenomenon called choice over...