Link prediction in social networks: the state-of-the-art

Vertex collocation profiles: theory, computation, and results

(2014) Ryan N Lichtenwalter et al.   SpringerPlus

From biological to social networks: Link prediction based on multi-way spectral clustering

(2013) Panagiotis Symeonidis et al.   DATA & KNOWLEDGE ENGINEERING

Hidden link prediction based on node centrality and weak ties

(2013) Haifeng Liu et al.   EPL

Proximity measures for link prediction based on temporal events

(2013) Paulo R.S. Soares et al.   EXPERT SYSTEMS WITH APPLICATIONS

Link Prediction in Social Networks Using Information Flow via Active Links

(2013) Lankeshwara MUNASINGHE et al.   IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS

Followee recommendation based on text analysis of micro-blogging activity

(2013) M.G. Armentano et al.   INFORMATION SYSTEMS

Group and link analysis of multi-relational scientific social networks

(2013) Victor Ströele et al.   JOURNAL OF SYSTEMS AND SOFTWARE

Friendship prediction and homophily in social media

(2012) Luca Maria Aiello et al.   ACM Transactions on the Web

Actively learning to infer social ties

(2012) Honglei Zhuang et al.   DATA MINING AND KNOWLEDGE DISCOVERY

Recommendation as link prediction in bipartite graphs: A graph kernel-based machine learning approach

(2012) Xin Li et al.   DECISION SUPPORT SYSTEMS

Collective transport of coupled particles

(2012) D. Hennig et al.   EUROPEAN PHYSICAL JOURNAL B

Machine learning approach for finding business partners and building reciprocal relationships

(2012) Junichiro Mori et al.   EXPERT SYSTEMS WITH APPLICATIONS

Time Score: A New Feature for Link Prediction in Social Networks

(2012) Lankeshwara MUNASINGHE et al.   IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS

Fast and accurate link prediction in social networking systems

(2012) Alexis Papadimitriou et al.   JOURNAL OF SYSTEMS AND SOFTWARE

Uncovering missing links with cold ends

(2012) Yu-Xiao Zhu et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Predicting missing contacts in mobile social networks

(2012) Kazem Jahanbakhsh et al.   Pervasive and Mobile Computing

Link prediction based on a semi-local similarity index

(2011) Meng Bai et al.   Chinese Physics B

Link prediction in complex networks: A local naïve Bayes model

(2011) Zhen Liu et al.   EPL

Temporal Link Prediction Using Matrix and Tensor Factorizations

(2011) Daniel M. Dunlavy et al.   ACM Transactions on Knowledge Discovery from Data

Link prediction based on local random walk

(2010) Weiping Liu et al.   EPL

Learning and Predicting the Evolution of Social Networks

(2010) Bjoern Bringmann et al.   IEEE INTELLIGENT SYSTEMS

Link prediction in complex networks: A survey

(2010) Linyuan Lü et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Predicting missing links via local information

(2009) Tao Zhou et al.   EUROPEAN PHYSICAL JOURNAL B

Link prediction in a user–object network based on time-weighted resource allocation

(2009) Ji Liu et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Similarity index based on local paths for link prediction of complex networks

(2009) Linyuan Lü et al.   PHYSICAL REVIEW E

Missing and spurious interactions and the reconstruction of complex networks

(2009) Roger Guimerà et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Hierarchical structure and the prediction of missing links in networks

(2008) Aaron Clauset et al.   NATURE

Predicting unobserved links in incompletely observed networks

(2007) David J. Marchette et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS