Link prediction in complex networks: A survey

L Lü, T Zhou - Physica A: statistical mechanics and its applications, 2011 - Elsevier
Link prediction in complex networks has attracted increasing attention from both physical
and computer science communities. The algorithms can be used to extract missing …

Recommender systems

L Lü, M Medo, CH Yeung, YC Zhang, ZK Zhang… - Physics reports, 2012 - Elsevier
The ongoing rapid expansion of the Internet greatly increases the necessity of effective
recommender systems for filtering the abundant information. Extensive research for …

Ranking in evolving complex networks

H Liao, MS Mariani, M Medo, YC Zhang, MY Zhou - Physics Reports, 2017 - Elsevier
Complex networks have emerged as a simple yet powerful framework to represent and
analyze a wide range of complex systems. The problem of ranking the nodes and the edges …

Solving the apparent diversity-accuracy dilemma of recommender systems

T Zhou, Z Kuscsik, JG Liu, M Medo… - Proceedings of the …, 2010 - pnas.org
Recommender systems use data on past user preferences to predict possible future likes
and interests. A key challenge is that while the most useful individual recommendations are …

Phase diagrams for the spatial public goods game with pool punishment

A Szolnoki, G Szabó, M Perc - Physical Review E—Statistical, Nonlinear, and …, 2011 - APS
The efficiency of institutionalized punishment is studied by evaluating the stationary states in
the spatial public goods game comprising unconditional defectors, cooperators, and …

Music recommendation by unified hypergraph: combining social media information and music content

J Bu, S Tan, C Chen, C Wang, H Wu, L Zhang… - Proceedings of the 18th …, 2010 - dl.acm.org
Acoustic-based music recommender systems have received increasing interest in recent
years. Due to the semantic gap between low level acoustic features and high level music …

Ontology-based personalized course recommendation framework

ME Ibrahim, Y Yang, DL Ndzi, G Yang… - IEEE Access, 2018 - ieeexplore.ieee.org
Choosing a higher education course at university is not an easy task for students. A wide
range of courses are offered by the individual universities whose delivery mode and entry …

Solving the cold-start problem in recommender systems with social tags

ZK Zhang, C Liu, YC Zhang, T Zhou - Europhysics Letters, 2010 - iopscience.iop.org
Based on the user-tag-object tripartite graphs, we propose a recommendation algorithm that
makes use of social tags. Besides its low cost of computational time, the experimental results …

Dynamically exploiting narrow width operands to improve processor power and performance

D Brooks, M Martonosi - Proceedings Fifth International …, 1999 - ieeexplore.ieee.org
In general-purpose microprocessors, recent trends have pushed towards 64 bit word widths,
primarily to accommodate the large addressing needs of some programs. Many integer …

Tag-aware recommender systems: a state-of-the-art survey

ZK Zhang, T Zhou, YC Zhang - Journal of computer science and …, 2011 - Springer
In the past decade, Social Tagging Systems have attracted increasing attention from both
physical and computer science communities. Besides the underlying structure and dynamics …