Friends and neighbors on the web, Social Networks, vol.25, issue.3, pp.211-230, 2003. ,
Link label prediction in signed social networks, IJCAI, pp.2591-2597, 2013. ,
Link prediction using supervised learning, 2006. ,
Social balance on networks: The dynamics of friendship and enmity, Network science, vol.224, pp.130-136, 2006. ,
A supervised machine learning linkprediction approach for academic collaboration recommendation, RecSys, pp.253-256, 2010. ,
Hyperopt: a python library for model selection and hyperparameter optimization, Computational Science & Discovery, vol.8, issue.1, p.14008, 2015. ,
Overfitting in neural nets: Backpropagation, conjugate gradient, and early stopping, NIPS, pp.402-408, 2000. ,
Make new friends, but keep the old: recommending people on social networking sites, CHI, pp.201-210, 2009. ,
Link prediction in signed networks based on connection degree, J. Ambient Intelligence and Humanized Computing, vol.10, issue.5, pp.1747-1757, 2019. ,
Exploiting longer cycles for link prediction in signed networks, CIKM, pp.1157-1162, 2011. ,
AUC optimization vs. error rate minimization, NIPS, pp.313-320, 2003. ,
Trust assessment in large-scale collaborative systems. (Evaluation´ de la confiance dans la collaboration a` large ´echelle), 2018. ,
URL : https://hal.archives-ouvertes.fr/tel-01634377
Measuring quality of collaboratively edited documents: The case of Wikipedia, pp.266-275, 2016. ,
URL : https://hal.archives-ouvertes.fr/hal-01388614
Quality assessment of Wikipedia articles without feature engineering, JCDL. pp, pp.27-30, 2016. ,
URL : https://hal.archives-ouvertes.fr/hal-01351226
dTrust: A simple deep learning approach for social recommendation, pp.209-218, 2017. ,
URL : https://hal.archives-ouvertes.fr/hal-01578316
Link-sign prediction in dynamic signed directed networks, CIC, pp.36-45, 2018. ,
URL : https://hal.archives-ouvertes.fr/hal-01881035
The structure of positive interpersonal relations in smallgroups, 1967. ,
Networks, crowds, and markets, CUP, 2010. ,
A theory of reciprocity, Games and Economic Behavior, vol.54, issue.2, pp.293-315, 2006. ,
Exploiting non-visible relationship inlink prediction based on asymmetric local random walk, ICONIP (5), vol.10638, pp.731-740, 2017. ,
node2vec: Scalable feature learning for networks, 2016. ,
Propagation of trust and distrust, pp.403-412, 2004. ,
Ranking instances by maximizing the area under ROC curve, IEEE Trans. Knowl. Data Eng, vol.25, issue.10, pp.2356-2366, 2013. ,
A simple generalization of the area under the ROC curve for multiple class classification problems, Machine Learning, vol.45, issue.2, pp.171-186, 2001. ,
Topic-sensitive pagerank, p.27, 2002. ,
Low rank modeling of signed networks, pp.507-515, 2012. ,
Sparse network embedding for community detection and sign prediction in signed social networks, J. Ambient Intelligence and Humanized Computing, vol.10, issue.1, pp.175-186, 2019. ,
Using AUC and accuracy in evaluating learning algorithms, IEEE Trans. Knowl. Data Eng, vol.17, issue.3, pp.299-310, 2005. ,
, Evaluating Learning Algorithms: A ClassificationPerspective, 2011.
Bhattacharyya expected likelihood kernels, In: COLT. Lecture Notes in Computer Science, vol.2777, pp.57-71, 2003. ,
Simrank: a measure of structural-context similarity, pp.538-543, 2002. ,
A new status index derived from sociometric analysis, vol.18, pp.39-43, 1953. ,
Sign prediction in social networks based on tendency rate of equivalent micro-structures, p.10, 2017. ,
Predicting positive and negative links in online social networks, pp.641-650, 2010. ,
Signed networks in social media, pp.1361-1370, 2010. ,
Learning to Rank for Information Retrieval and Natural Language Processing, Synthesis Lectures on Human Language Technologies, 2014. ,
Towards practical link prediction approaches in signed social networks, pp.269-272, 2018. ,
FILE: A novel framework for predicting social status in signed networks, pp.330-337, 2018. ,
A survey of link recommendation for social networks: Methods, theoretical foundations, and future research directions, ACM Trans. Management Inf. Syst, vol.9, issue.1, pp.1-1, 2018. ,
The link-prediction problem for social networks, JASIST, 2007. ,
New perspectives and methodsin link prediction, pp.243-252, 2010. ,
Sorec: social recommendation using probabilistic matrix factorization, CIKM, pp.931-940, 2008. ,
Social link recommendation by learning hidden topics, RecSys, pp.189-196, 2011. ,
Birds of a feather: Homophily in social networks, Annual review of sociology, vol.27, issue.1, pp.415-444, 2001. ,
Clustering and preferential attachment in growing networks, Physical review E, vol.64, issue.2, p.25102, 2001. ,
Prediction and ranking algorithms for event-based network data, ACM SIGKDD explorations newsletter, vol.7, issue.2, pp.23-30, 2005. ,
Deepwalk: online learning of social representations, pp.701-710, 2014. ,
Hierarchicalorganization of modularity in metabolic networks, Science, vol.297, issue.5586, pp.1551-1555, 2002. ,
Exploiting place features in link prediction on location-based social networks, pp.1046-1054, 2011. ,
Folks in folksonomies: social link prediction from shared metadata, WSDM, pp.271-280, 2010. ,
URL : https://hal.archives-ouvertes.fr/hal-00429886
Latent friend mining from blog data, ICDM, pp.552-561, 2006. ,
Link sign prediction and ranking in signed directed social networks, Social Netw. Analys. Mining, vol.5, issue.1, p.14, 2015. ,
A method of establishing groups of equal amplitude in plant sociology based on similarity of species content and its application to analyses of the vegetation on Danish commons, 1948. ,
LINE: large-scale information network embedding, pp.1067-1077, 2015. ,
A survey of signed network mining in social media, ACM Comput. Surv, vol.49, issue.3, p.37, 2016. ,
, Fast random walk with restart and its applications. In: ICDM, pp.613-622, 2006.
Human mobility, social ties, and link prediction, pp.1100-1108, 2011. ,
SHINE: signed heterogeneous information network embedding for sentiment link prediction, WSDM, pp.592-600, 2018. ,
Feature selection for link prediction, pp.25-32, 2012. ,
Predicting links in multi-relational andheterogeneous networks, ICDM, pp.755-764, 2012. ,
Link prediction in complexnetworks based on the interactions among paths, Physica A: Statistical Mechanics and its Applications, vol.510, pp.52-67, 2018. ,
A probabilistic matrix factorization method for link sign prediction in social networks, In: MLDM. Lecture Notes in Computer Science, vol.9729, pp.415-420, 2016. ,
Exploiting sentiment homophily for link prediction, RecSys, pp.17-24, 2014. ,
Graph kernel-based link prediction for signed social networks, Information Fusion, vol.46, pp.1-10, 2019. ,
Sign prediction on unlabeled social networks using branch and bound optimized transfer learning, Complexity, vol.4906903, p.11, 2019. ,
Predicting missing links via local information, The European Physical Journal B, vol.71, issue.4, pp.623-630, 2009. ,