Context Aware Recommendation Systems: A review of the state of the art techniques

S Kulkarni, SF Rodd - Computer Science Review, 2020 - Elsevier
Recommendation systems are gaining increasing popularity in many application areas like
e-commerce, movie and music recommendations, tourism, news, advertisement, stock …

Mining mobile user preferences for personalized context-aware recommendation

H Zhu, E Chen, H Xiong, K Yu, H Cao… - ACM Transactions on …, 2014 - dl.acm.org
Recent advances in mobile devices and their sensing capabilities have enabled the
collection of rich contextual information and mobile device usage records through the device …

A system for mining interesting tourist locations and travel sequences from public geo-tagged photos

A Majid, L Chen, HT Mirza, I Hussain, G Chen - Data & Knowledge …, 2015 - Elsevier
Geo-tagged photos of users on social media sites (eg, Flickr) provide plentiful location-
based data. This data provide a wealth of information about user behaviours and their …

Random walk based entity ranking on graph for multidimensional recommendation

S Lee, S Song, M Kahng, D Lee, S Lee - … of the fifth ACM conference on …, 2011 - dl.acm.org
In many applications, flexibility of recommendation, which is the capability of handling
multiple dimensions and various recommendation types, is very important. In this paper, we …

Mobile app classification with enriched contextual information

H Zhu, E Chen, H Xiong, H Cao… - IEEE Transactions on …, 2013 - ieeexplore.ieee.org
The study of the use of mobile Apps plays an important role in understanding the user
preferences, and thus provides the opportunities for intelligent personalized context-based …

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 …

Personalized recommendation of stories for commenting in forum-based social media

NX Bach, N Do Hai, TM Phuong - Information Sciences, 2016 - Elsevier
Web 2.0 platforms such as blogs, online news, social networks, and Internet forums allow
users to write comments to express their interests and opinions about the content of news …

Exploiting enriched contextual information for mobile app classification

H Zhu, H Cao, E Chen, H Xiong, J Tian - Proceedings of the 21st ACM …, 2012 - dl.acm.org
A key step for the mobile app usage analysis is to classify apps into some predefined
categories. However, it is a nontrivial task to effectively classify mobile apps due to the …

Mining personal context-aware preferences for mobile users

H Zhu, E Chen, K Yu, H Cao, H Xiong… - 2012 IEEE 12th …, 2012 - ieeexplore.ieee.org
In this paper, we illustrate how to extract personal context-aware preferences from the
context-rich device logs (ie, context logs) for building novel personalized context-aware …

Post-filtering for a restaurant context-aware recommender system

X Ramirez-Garcia, M García-Valdez - Recent advances on hybrid …, 2014 - Springer
Nowadays recommender systems are successfully used in various fields. One application is
the recommendation of restaurants, where even if the method of customer service is the …