[책][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 …

A cademia. edu: Social network or A cademic Network?

M Thelwall, K Kousha - Journal of the Association for …, 2014 - Wiley Online Library
Academic social network sites A cademia. edu and R esearchGate, and reference sharing
sites M endeley, B ibsonomy, Z otero, and C ite UL ike, give scholars the ability to publicize …

Recommender systems in e-learning environments: a survey of the state-of-the-art and possible extensions

A Klašnja-Milićević, M Ivanović… - Artificial Intelligence …, 2015 - Springer
With the development of sophisticated e-learning environments, personalization is
becoming an important feature in e-learning systems due to the differences in background …

Personalized recommendation via integrated diffusion on user–item–tag tripartite graphs

ZK Zhang, T Zhou, YC Zhang - Physica A: Statistical Mechanics and its …, 2010 - Elsevier
Personalized recommender systems are confronting great challenges of accuracy,
diversification and novelty, especially when the data set is sparse and lacks accessorial …

Evaluating similarity measures for emergent semantics of social tagging

B Markines, C Cattuto, F Menczer, D Benz… - Proceedings of the 18th …, 2009 - dl.acm.org
Social bookmarking systems are becoming increasingly important data sources for
bootstrap** and maintaining Semantic Web applications. Their emergent information …

Network properties of folksonomies

C Cattuto, C Schmitz, A Baldassarri… - Ai …, 2007 - content.iospress.com
Social resource sharing systems like YouTube and del. icio. us have acquired a large
number of users within the last few years. They provide rich resources for data analysis …

Social tagging in recommender systems: a survey of the state-of-the-art and possible extensions

AK Milicevic, A Nanopoulos, M Ivanovic - Artificial Intelligence Review, 2010 - Springer
Social tagging systems have grown in popularity over the Web in the last years on account
of their simplicity to categorize and retrieve content using open-ended tags. The increasing …

The social bookmark and publication management system bibsonomy: A platform for evaluating and demonstrating Web 2.0 research

D Benz, A Hotho, R Jäschke, B Krause, F Mitzlaff… - The VLDB Journal, 2010 - Springer
Social resource sharing systems are central elements of the Web 2.0 and use the same kind
of lightweight knowledge representation, called folksonomy. Their large user communities …

Collective dynamics of social annotation

C Cattuto, A Barrat, A Baldassarri… - Proceedings of the …, 2009 - National Acad Sciences
The enormous increase of popularity and use of the worldwide web has led in the recent
years to important changes in the ways people communicate. An interesting example of this …

Discovering shared conceptualizations in folksonomies

R Jäschke, A Hotho, C Schmitz, B Ganter… - Journal of Web …, 2008 - Elsevier
Social bookmarking tools are rapidly emerging on the Web. In such systems users are
setting up lightweight conceptual structures called folksonomies. Unlike ontologies, shared …