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[SIGKDD 2023] Implementation of "Impact-oriented contextual scholar profiling using self-citation graphs"

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LUOyk1999/GeneticFlow

 
 

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[Advisor-advisee_Relationship_Detection] :

We provide the data and code, which implements our algorithm for advisor-advisee detection task.

[Alphabetically_Ordered_Paper_Detection] :

We provide a python file, which implements our method for alphabetically ordered paper detection.

[Inference_of_Extend-type_Citations] :

Within this folder, extra-trees classifier are trained with labeled data, for the detection task of extend-type citations.

[Award_Inference_Task] :

Based on award author information, we conduct award inference experiments, using GNN model, which embed the GeneticFlow graph (or other alternative graphs) and node/edge relevancy into vector representation for downstream academic impact evaluation tasks.

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[SIGKDD 2023] Implementation of "Impact-oriented contextual scholar profiling using self-citation graphs"

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  • Python 98.5%
  • Shell 1.5%