Title
Discovering and analyzing scientific communities: Model, discovery process, communitybased metrics for impact analysis, communi,Used
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This book presents a model and a tool for discovering and analyzing scientific communities. Several approaches have been proposed to discover community structure applying clustering methods over different networks. However, most existing approaches do not allow for overlapping of communities, which are instead natural when we consider communities of scientists. The approach presented in this book combines different clustering algorithms for detecting overlapping scientific communities, based on conference publication data. Moreover, community based evaluation metrics are proposed for measuring the scientific productivity and impact of researches and researchers. The Community Engine Tool (CET) implements the algorithm and was evaluated using the DBLP dataset, which contains information on more than 12 thousand conferences. The results show that using our approach it is possible to automatically produce community structure close to humandefined classification of conferences. The approach is part of a larger research effort aimed at studying how scientific communities are born, evolve, remain healthy or become unhealthy (e.g., selfreferential), and eventually vanish.
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We ship your order within 2–3 business days for USA deliveries and 5–8 business days for international shipments. Once your package has been dispatched from our warehouse, you'll receive an email confirmation with a tracking number, allowing you to track the status of your delivery.
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Warranty
We provide a 2-year limited warranty, from the date of purchase for all our products.
If you believe you have received a defective product, or are experiencing any problems with your product, please contact us.
This warranty strictly does not cover damages that arose from negligence, misuse, wear and tear, or not in accordance with product instructions (dropping the product, etc.).
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