[HTML][HTML] Recommendation systems: Principles, methods and evaluation
On the Internet, where the number of choices is overwhelming, there is need to filter,
prioritize and efficiently deliver relevant information in order to alleviate the problem of …
prioritize and efficiently deliver relevant information in order to alleviate the problem of …
Paper recommender systems: a literature survey
In the last 16 years, more than 200 research articles were published about research-paper
recommender systems. We reviewed these articles and present some descriptive statistics in …
recommender systems. We reviewed these articles and present some descriptive statistics in …
Trustworthy ai: A computational perspective
In the past few decades, artificial intelligence (AI) technology has experienced swift
developments, changing everyone's daily life and profoundly altering the course of human …
developments, changing everyone's daily life and profoundly altering the course of human …
Trustworthy recommender systems
Recommender systems (RSs) aim at helping users to effectively retrieve items of their
interests from a large catalogue. For a quite long time, researchers and practitioners have …
interests from a large catalogue. For a quite long time, researchers and practitioners have …
A survey on trustworthy recommender systems
Recommender systems (RS), serving at the forefront of Human-centered AI, are widely
deployed in almost every corner of the web and facilitate the human decision-making …
deployed in almost every corner of the web and facilitate the human decision-making …
Interaction-level membership inference attack against federated recommender systems
The marriage of federated learning and recommender system (FedRec) has been widely
used to address the growing data privacy concerns in personalized recommendation …
used to address the growing data privacy concerns in personalized recommendation …
Scientific paper recommendation: A survey
Globally, the recommendation services have become important due to the fact that they
support e-commerce applications and different research communities. Recommender …
support e-commerce applications and different research communities. Recommender …
Recommender systems
The ongoing rapid expansion of the Internet greatly increases the necessity of effective
recommender systems for filtering the abundant information. Extensive research for …
recommender systems for filtering the abundant information. Extensive research for …
Introduction to recommender systems handbook
Abstract Recommender Systems (RSs) are software tools and techniques providing
suggestions for items to be of use to a user. In this introductory chapter we briefly discuss …
suggestions for items to be of use to a user. In this introductory chapter we briefly discuss …
Evaluating recommendation systems
G Shani, A Gunawardana - Recommender systems handbook, 2011 - Springer
Recommender systems are now popular both commercially and in the research community,
where many approaches have been suggested for providing recommendations. In many …
where many approaches have been suggested for providing recommendations. In many …