Journal ArticleDOI
Using Semantic Information to Improve Link Prediction Results in Network Datasets
Mrinmaya Sachan,Ryutaro Ichise +1 more
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This article is published in International journal of engineering and technology.The article was published on 2010-01-01. It has received 24 citations till now.read more
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Journal ArticleDOI
Link prediction in social networks: the state-of-the-art
TL;DR: A systematical category for link prediction techniques and problems is presented, and some future challenges of the link prediction in social networks are discussed.
Journal ArticleDOI
Collaborator recommendation in interdisciplinary computer science using degrees of collaborative forces, temporal evolution of research interest, and comparative seniority status
TL;DR: A new hybrid algorithm based on dynamic collaboration over time was proposed for recommending an appropriate collaborator under the interdisciplinary environment and results were significantly higher than the results of the other methods at 90% confidence level.
Journal ArticleDOI
Link creation and information spreading over social and communication ties in an interest-based online social network
Luca Maria Aiello,Alain Barrat,Alain Barrat,Ciro Cattuto,Rossano Schifanella,Giancarlo Ruffo +5 more
TL;DR: It is shown that link creation plays an immediate effect on the alignment of user profiles and that the established social ties are a good substrate for social influence, and the possibility to predict the evolution of such a complex social system is investigated.
Book ChapterDOI
Unveiling Scholarly Communities over Knowledge Graphs
Sahar Vahdati,Guillermo Palma,Rahul Jyoti Nath,Christoph Lange,Sören Auer,Maria-Esther Vidal +5 more
TL;DR: Korona is presented, a knowledge-driven framework able to unveil scholarly communities for the prediction of scholarly networks and exploit semantics in scholarly knowledge graphs to enable the identification of previously unknown relations between researchers.
References
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Journal Article
The Anatomy of a Large-Scale Hypertextual Web Search Engine.
Sergey Brin,Lawrence Page +1 more
TL;DR: Google as discussed by the authors is a prototype of a large-scale search engine which makes heavy use of the structure present in hypertext and is designed to crawl and index the Web efficiently and produce much more satisfying search results than existing systems.
Journal ArticleDOI
SMOTE: Synthetic Minority Over-sampling Technique
TL;DR: In this article, a method of over-sampling the minority class involves creating synthetic minority class examples, which is evaluated using the area under the Receiver Operating Characteristic curve (AUC) and the ROC convex hull strategy.
Journal IssueDOI
The link-prediction problem for social networks
David Liben-Nowell,Jon Kleinberg +1 more
TL;DR: Experiments on large coauthorship networks suggest that information about future interactions can be extracted from network topology alone, and that fairly subtle measures for detecting node proximity can outperform more direct measures.
Journal ArticleDOI
A new status index derived from sociometric analysis.
TL;DR: A new method of computation which takes into account who chooses as well as how many choose is presented, which introduces the concept of attenuation in influence transmitted through intermediaries.
Journal ArticleDOI
Friends and neighbors on the Web
Lada A. Adamic,Eytan Adar +1 more
TL;DR: In this paper, the authors show that some factors are better indicators of social connections than others, and that these indicators vary between user populations, and provide potential applications in automatically inferring real world connections and discovering, labeling, and characterizing communities.