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Titlebook: Computer Supported Cooperative Work and Social Computing; 16th CCF Conference, Yuqing Sun,Tun Lu,Liping Gao Conference proceedings 2022 Spr

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A Random-Walk-Based Heterogeneous Attention Network for Community Detectionion, which requires prior knowledge to set metapaths in advance. This paper proposes a novel random-walk-based heterogeneous attention network (RHAN) for community detection on heterogeneous networks. Random walk is used to generate the neighbor nodes set of nodes, and heterogeneous information is c
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Conclusion: Creating a New Discourseses the discriminative of features. Specifically, we propose the restructure cost function as an objective function by adding constraint conditions about discrimination to standard function, which is solved by using stochastic gradient descent and momentum gradient descent algorithms combined with standard LLE.
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