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18 March 2022 Application of graph calculation based on SparkGraphX in social circle
Zhaohui Ma, Ruizhe Zhao, Panying Li, Yuxuan Han, Yingxue Mu, Xiumei Wen
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Proceedings Volume 12168, International Conference on Computer Graphics, Artificial Intelligence, and Data Processing (ICCAID 2021); 121680I (2022) https://doi.org/10.1117/12.2631182
Event: International Conference on Computer Graphics, Artificial Intelligence, and Data Processing (ICCAID 2021), 2021, Harbin, China
Abstract
In social life, social circle has always been a concern of people, and it is also a hot research issue in computer and other disciplines. With more and more social network users, the amount of data on the network is growing rapidly, and the scale of graph data is becoming larger and larger, which leads to the problem of computing social networks more and more difficult. SparkGraphX is a very important component in the spark framework and has great advantages in distributed computing and iteration. Using the built-in graph calculation function in SparkGraphX, we can quickly find everyone's social circle and greatly improve the calculation efficiency.
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Zhaohui Ma, Ruizhe Zhao, Panying Li, Yuxuan Han, Yingxue Mu, and Xiumei Wen "Application of graph calculation based on SparkGraphX in social circle", Proc. SPIE 12168, International Conference on Computer Graphics, Artificial Intelligence, and Data Processing (ICCAID 2021), 121680I (18 March 2022); https://doi.org/10.1117/12.2631182
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KEYWORDS
Social networks
Mining
Parallel computing
Scientific research
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