Recommender systems based on user reviews: the state of the art

L Chen, G Chen, F Wang - User Modeling and User-Adapted Interaction, 2015 - Springer
In recent years, a variety of review-based recommender systems have been developed, with
the goal of incorporating the valuable information in user-generated textual reviews into the …

Down the (white) rabbit hole: The extreme right and online recommender systems

D O'Callaghan, D Greene, M Conway… - Social Science …, 2015 - journals.sagepub.com
In addition to hosting user-generated video content, YouTube provides recommendation
services, where sets of related and recommended videos are presented to users, based on …

Social friend recommendation based on multiple network correlation

S Huang, J Zhang, L Wang… - IEEE transactions on …, 2015 - ieeexplore.ieee.org
Friend recommendation is an important recommender application in social media. Major
social websites such as Twitter and Facebook are all capable of recommending friends to …

Characterizing silent users in social media communities

W Gong, EP Lim, F Zhu - … of the International AAAI Conference on Web …, 2015 - ojs.aaai.org
Silent users often constitute a significant proportion of an online user-generated content
system. In the context of social media such as Twitter, users can opt to be silent all or most of …

Reciprocal recommendation system for online dating

P Xia, B Liu, Y Sun, C Chen - Proceedings of the 2015 IEEE/ACM …, 2015 - dl.acm.org
Online dating sites have become popular platforms for people to look for potential romantic
partners. Different from traditional user-item recommendations where the goal is to match …

A graph-based taxonomy of recommendation algorithms and systems in LBSNs

P Kefalas, P Symeonidis… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Recently, location-based social networks (LBSNs) gave the opportunity to users to share
geo-tagged information along with photos, videos, and SMSs. Recommender systems can …

The known stranger: Supporting conversations between strangers with personalized topic suggestions

TT Nguyen, DT Nguyen, ST Iqbal, E Ofek - Proceedings of the 33rd …, 2015 - dl.acm.org
Striking up a good conversation with new acquaintances is often a difficult problem. In this
paper we report on the perceptions of wearable device users who were given real-time …

Tumblr blog recommendation with boosted inductive matrix completion

D Shin, S Cetintas, KC Lee, IS Dhillon - … of the 24th ACM international on …, 2015 - dl.acm.org
Popular microblogging sites such as Tumblr have attracted hundreds of millions of users as
a content sharing platform, where users can create rich content in the form of posts that are …

Cloud computing service for knowledge assessment and studies recommendation in crowdsourcing and collaborative learning environments based on social network …

V Stantchev, L Prieto-González, G Tamm - Computers in Human Behavior, 2015 - Elsevier
Interactions among people have substantially changed since the emergence of social
networks, the expansion of the Internet and the proliferation of connected mobile devices …

[PDF][PDF] Classifying short text in social media: Twitter as case study

F Kateb, J Kalita - International Journal of Computer Applications, 2015 - researchgate.net
With the huge growth of social media, especially with 500 million Twitter messages being
posted per day, analyzing these messages has caught intense interest of researchers …