Results 251 to 260 of about 3,270,134 (279)

Link prediction in citation networks

Journal of the American Society for Information Science and Technology, 2011
AbstractIn this article, we build models to predict the existence of citations among papers by formulating link prediction for 5 large‐scale datasets of citation networks. The supervised machine‐learning model is applied with 11 features. As a result, our learner performs very well, with the F1 values of between 0.74 and 0.82.
Naoki Shibata, Yuya Kajikawa, Ichiro Sakata   +2 more
openaire   +2 more sources

An Ensemble Approach to Link Prediction

IEEE Transactions on Knowledge and Data Engineering, 2017
A network with $n$ nodes contains $O(n^2)$ possible links. Even for networks of modest size, it is often difficult to evaluate all pairwise possibilities for links in a meaningful way. Further, even though link prediction is closely related to missing value estimation problems, it is often difficult to use sophisticated models such as ...
Duan, Liang, Ma, Shuai, Aggarwal, Charu, Ma, Tiejun, Huai, Jinpeng   +4 more
openaire   +2 more sources

Link Prediction on Tweets’ Content

2016
In this paper we test various weighted local similarity network measures for predicting the future content of tweets. Our aim is to determine the most suitable measure for predicting new content in tweets and subsequently explore the spreading positively and negatively oriented content on Twitter.
Sanda Martincic-Ipsic, Edvin Mocibob, Ana Mestrovic   +2 more
openaire   +1 more source

Link Prediction

2022
Niyati Aggrawal, Adarsh Anand
openaire   +1 more source

Knowledge Graph Embedding for Link Prediction

ACM Transactions on Knowledge Discovery From Data, 2021
Donatella Firmani, Denilson Barbosa
exaly  

Progresses in Link Prediction: A Survey

Proceedings of the 2022 11th International Conference on Computing and Pattern Recognition, 2022
Jiahao Li, Linlan Liu, Jian Shu 0002
openaire   +1 more source

A new link prediction in multiplex networks using topologically biased random walks

Chaos, Solitons and Fractals, 2021
Yuefeng Li, Elahe Nasiri, Kamal Berahmand   +2 more
exaly  

A Survey on Knowledge Graph Embeddings for Link Prediction

Symmetry, 2021
Meihong Wang, Xiaoli Wang
exaly  

A systemic analysis of link prediction in social network

Artificial Intelligence Review, 2017
Sogol Haghani, Mohammad Reza Keyvanpour
exaly  

Link prediction in complex networks: A survey

Physica A: Statistical Mechanics and Its Applications, 2011
Linyuan Lu, Tao Zhou
exaly