کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
4962088 1446517 2016 6 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Finding User Groups in Social Networks Using Ant Cemetery
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر علوم کامپیوتر (عمومی)
پیش نمایش صفحه اول مقاله
Finding User Groups in Social Networks Using Ant Cemetery
چکیده انگلیسی

Clustering plays a major role in data mining. It helps in identifying patterns and distribution of data. In this paper, we propose ant colony optimization (ACO) based clustering algorithm for clustering the social network data. The proposed technique takes advantage of Ants cemetery and allows each ant to play a role. In every iteration, the ants produce a cluster for the data, and the pheromone values are updated after every iteration of all the ants. The experiment results show that proposed technique discovered the clusters which reveal the truthfulness of the network. We have also compared the proposed technique with another state of the art clustering algorithm, and experimental result demonstrated that proposed technique find out the better clusters.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Procedia Computer Science - Volume 98, 2016, Pages 548-553
نویسندگان
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