A systematic review of scholar context-aware recommender systems

ZD Champiri, SR Shahamiri, SSB Salim - Expert Systems with Applications, 2015 - Elsevier
Incorporating contextual information in recommender systems is an effective approach to
create more accurate and relevant recommendations. This review has been conducted to …

A study of the dynamic features of recommender systems

C Rana, SK Jain - Artificial Intelligence Review, 2015 - Springer
The extensive usage of internet is fundamentally changing the way we live and
communicate. Consequently, the requirements of users while browsing internet are …

GPUTENSOR: Efficient tensor factorization for context-aware recommendations

B Zou, C Li, L Tan, H Chen - Information Sciences, 2015 - Elsevier
Recommendation systems play an important role in many practical applications that help
users manage information and provide personalized recommendations. The context in …

Cot: Contextual operating tensor for context-aware recommender systems

Q Liu, S Wu, L Wang - Proceedings of the AAAI Conference on Artificial …, 2015 - ojs.aaai.org
With rapid growth of information on the internet, recommender systems become fundamental
for helping users alleviate the problem of information overload. Since contextual information …

A survey of recommendation techniques based on offline data processing

Y Ren, G Li, W Zhou - Concurrency and Computation: Practice …, 2015 - Wiley Online Library
Recommendations based on offline data processing has attracted increasing attention from
both research communities and IT industries. The recommendation techniques could be …

[PDF][PDF] The role of context for recommendations in digital libraries

ZD Champiri, SSB Salim… - International Journal of …, 2015 - researchgate.net
 Abstract—This paper discusses the role of context in making recommender systems for
digital libraries. It first introduces different types of recommender systems then discusses the …

Watch-it-next: a contextual TV recommendation system

M Aharon, E Hillel, A Kagian, R Lempel… - Machine Learning and …, 2015 - Springer
As consumers of television are presented with a plethora of available programming,
improving recommender systems in this domain is becoming increasingly important …

[PDF][PDF] Explaining Contextual Recommendations: Interaction Design Study and Prototype Implementation.

J Misztal, B Indurkhya - IntRS@ RecSys, 2015 - academia.edu
We describe an architecture for generating context-aware recommendations along with
detailed textual explanations to support the user in the decision-making process. CARE …

Bayesian probabilistic model for context-aware recommendations

P Sitkrongwong, S Maneeroj… - Proceedings of the 17th …, 2015 - dl.acm.org
Context-aware recommender systems that provide better recommendations for users by
using their rating history in different situations have been proposed. Because incorporating …

A pre-filtering based context-aware recommender system using fuzzy rules

X Ramirez-Garcia, M Garcia-Valdez - Design of Intelligent Systems Based …, 2015 - Springer
Most of recommendation systems work with traditional recommender algorithms such as
collaborative filtering. Recently context has been incorporated in these algorithms as a …