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A social community is a group of numerous social interactions and private relationships between collections of individuals. It may be used for numerous functions which include advertisements, blogging, overview series, and political focus campaigns. Social networks are exceedingly dynamic as they preserve on developing with time. One of the important thing demanding situations in social networks is to understand and maximize the wide variety of connections because it now no longer simplest enables in making use of the offerings provided through social networks successfully however an additionally guarantees rapid propagation of facts with inside the community. The trouble of figuring out the maximum possibly links among disconnected nodes in a social community is typically called link prediction. In online social web, the research goal is to enhance the overall achievement of current connection forecasting strategies. This paper advocates numerous fashions to enhance the prediction of link’s overall performance in online social graph.

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Boosting Accuracy in OSNs using Feature-Enriched Graph Neural Networks

  • 会议论文

  • 发表日期：

    2025年

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  • Neelima,
  • Himanshi,
  • Tejinder Kaur,
  • Shivam Sharma

摘要

A social community is a group of numerous social interactions and private relationships between collections of individuals. It may be used for numerous functions which include advertisements, blogging, overview series, and political focus campaigns. Social networks are exceedingly dynamic as they preserve on developing with time. One of the important thing demanding situations in social networks is to understand and maximize the wide variety of connections because it now no longer simplest enables in making use of the offerings provided through social networks successfully however an additionally guarantees rapid propagation of facts with inside the community. The trouble of figuring out the maximum possibly links among disconnected nodes in a social community is typically called link prediction. In online social web, the research goal is to enhance the overall achievement of current connection forecasting strategies. This paper advocates numerous fashions to enhance the prediction of link’s overall performance in online social graph.