Characterizing context-aware recommender systems: A systematic literature review
Context-aware recommender systems leverage the value of recommendations by exploiting
context information that affects user preferences and situations, with the goal of …
context information that affects user preferences and situations, with the goal of …
Mind: A large-scale dataset for news recommendation
News recommendation is an important technique for personalized news service. Compared
with product and movie recommendations which have been comprehensively studied, the …
with product and movie recommendations which have been comprehensively studied, the …
DKN: Deep knowledge-aware network for news recommendation
Online news recommender systems aim to address the information explosion of news and
make personalized recommendation for users. In general, news language is highly …
make personalized recommendation for users. In general, news language is highly …
NPA: neural news recommendation with personalized attention
News recommendation is very important to help users find interested news and alleviate
information overload. Different users usually have different interests and the same user may …
information overload. Different users usually have different interests and the same user may …
Neural news recommendation with long-and short-term user representations
Personalized news recommendation is important to help users find their interested news
and improve reading experience. A key problem in news recommendation is learning …
and improve reading experience. A key problem in news recommendation is learning …
Context-aware recommender systems in mobile environment: On the road of future research
Recommender systems have recently been singled out as a fascinating area of research,
owing to the technological progress in mobile devices, such as smartphones and tablets, as …
owing to the technological progress in mobile devices, such as smartphones and tablets, as …
Neural news recommendation with attentive multi-view learning
Personalized news recommendation is very important for online news platforms to help
users find interested news and improve user experience. News and user representation …
users find interested news and improve user experience. News and user representation …
News recommender systems–Survey and roads ahead
More and more people read the news online, eg, by visiting the websites of their favorite
newspapers or by navigating the sites of news aggregators. However, the abundance of …
newspapers or by navigating the sites of news aggregators. However, the abundance of …
[PDF][PDF] UNBERT: User-News Matching BERT for News Recommendation.
Nowadays, news recommendation has become a popular channel for users to access news
of their interests. How to represent rich textual contents of news and precisely match users' …
of their interests. How to represent rich textual contents of news and precisely match users' …
Personalized news recommendation: Methods and challenges
Personalized news recommendation is important for users to find interesting news
information and alleviate information overload. Although it has been extensively studied …
information and alleviate information overload. Although it has been extensively studied …