A literature review and classification of recommender systems research

DH Park, HK Kim, IY Choi, JK Kim - Expert systems with applications, 2012 - Elsevier
Recommender systems have become an important research field since the emergence of
the first paper on collaborative filtering in the mid-1990s. Although academic research on …

[HTML][HTML] Context-aware recommender system: A review of recent developmental process and future research direction

K Haruna, M Akmar Ismail, S Suhendroyono… - Applied Sciences, 2017 - mdpi.com
Intelligent data handling techniques are beneficial for users; to store, process, analyze and
access the vast amount of information produced by electronic and automated devices. The …

Recommender systems survey

J Bobadilla, F Ortega, A Hernando… - Knowledge-based systems, 2013 - Elsevier
Recommender systems have developed in parallel with the web. They were initially based
on demographic, content-based and collaborative filtering. Currently, these systems are …

A collaborative filtering approach to mitigate the new user cold start problem

JS Bobadilla, F Ortega, A Hernando, J Bernal - Knowledge-based systems, 2012 - Elsevier
The new user cold start issue represents a serious problem in recommender systems as it
can lead to the loss of new users who decide to stop using the system due to the lack of …

A social recommender mechanism for e-commerce: Combining similarity, trust, and relationship

YM Li, CT Wu, CY Lai - Decision support systems, 2013 - Elsevier
Online business transactions and the success of e-commerce depend greatly on the
effective design of a product recommender mechanism. This study proposes a social …

A reliability-based recommendation method to improve trust-aware recommender systems

P Moradi, S Ahmadian - Expert Systems with Applications, 2015 - Elsevier
Recommender systems (RSs) are programs that apply knowledge discovery techniques to
make personalized recommendations for user's information on the web. In online sharing …

Personalizing recommendations for tourists

K Kabassi - Telematics and Informatics, 2010 - Elsevier
Internet has significantly influenced the tourism sector providing a great variety of services
and products online. However, the number of choices has increased so dramatically that is …

A survey on context-aware recommender systems based on computational intelligence techniques

A Abbas, L Zhang, SU Khan - Computing, 2015 - Springer
The demand for ubiquitous information processing over the Web has called for the
development of context-aware recommender systems capable of dealing with the problems …

An effective trust-based recommendation method using a novel graph clustering algorithm

P Moradi, S Ahmadian, F Akhlaghian - Physica A: Statistical mechanics and …, 2015 - Elsevier
Recommender systems are programs that aim to provide personalized recommendations to
users for specific items (eg music, books) in online sharing communities or on e-commerce …

Improved trust-aware recommender system using small-worldness of trust networks

W Yuan, D Guan, YK Lee, S Lee, SJ Hur - Knowledge-Based Systems, 2010 - Elsevier
The trust network is a social network where nodes are inter-linked by their trust relations. It
has been widely used in various applications, however, little is known about its structure due …