[图书][B] Recommender systems: an introduction
In this age of information overload, people use a variety of strategies to make choices about
what to buy, how to spend their leisure time, and even whom to date. Recommender …
what to buy, how to spend their leisure time, and even whom to date. Recommender …
Recommender systems: An overview
Recommender systems are tools for interacting with large and complex information spaces.
They provide a personalized view of such spaces, prioritizing items likely to be of interest to …
They provide a personalized view of such spaces, prioritizing items likely to be of interest to …
Recommender systems: from algorithms to user experience
JA Konstan, J Riedl - User modeling and user-adapted interaction, 2012 - Springer
Since their introduction in the early 1990's, automated recommender systems have
revolutionized the marketing and delivery of commerce and content by providing …
revolutionized the marketing and delivery of commerce and content by providing …
Past, present, and future of recommender systems: An industry perspective
X Amatriain, J Basilico - Proceedings of the 10th ACM conference on …, 2016 - dl.acm.org
When the Netflix Prize launched in 2006, it put a spotlight on the importance and use of
recommender systems in real-world applications. The competition provided many lessons …
recommender systems in real-world applications. The competition provided many lessons …
Toward the next generation of recommender systems: applications and research challenges
A Felfernig, M Jeran, G Ninaus, F Reinfrank… - Multimedia Services in …, 2013 - Springer
Recommender systems are assisting users in the process of identifying items that fulfill their
wishes and needs. These systems are successfully applied in different e-commerce settings …
wishes and needs. These systems are successfully applied in different e-commerce settings …
Interacting with recommenders—overview and research directions
Automated recommendations have become a ubiquitous part of today's online user
experience. These systems point us to additional items to purchase in online shops, they …
experience. These systems point us to additional items to purchase in online shops, they …
An introduction to recommender systems
CC Aggarwal, CC Aggarwal - Recommender systems: The textbook, 2016 - Springer
The increasing importance of the Web as a medium for electronic and business transactions
has served as a driving force for the development of recommender systems technology. An …
has served as a driving force for the development of recommender systems technology. An …
Recommender systems: Techniques, applications, and challenges
Recommender systems (RSs) are software tools and techniques that provide suggestions
for items that are most likely of interest to a particular user. In this introductory chapter, we …
for items that are most likely of interest to a particular user. In this introductory chapter, we …
Application of data mining to recommender systems
JB Schafer - Encyclopedia of data warehousing and mining, 2005 - igi-global.com
In a world where the number of choices can be overwhelming, recommender systems help
users find and evaluate items of interest. They connect users with items to …
users find and evaluate items of interest. They connect users with items to …
[图书][B] Recommender systems
CC Aggarwal - 2016 - Springer
“Nature shows us only the tail of the lion. But I do not doubt that the lion belongs to it even
though he cannot at once reveal himself because of his enormous size.”–Albert Einstein The …
though he cannot at once reveal himself because of his enormous size.”–Albert Einstein The …