Schema Detection and Beacon-Based Classification for Algorithm Recognition

@inproceedings{Taherkhani2012SchemaDA,
  title={Schema Detection and Beacon-Based Classification for Algorithm Recognition},
  author={Ahmad Taherkhani},
  booktitle={PPIG},
  year={2012}
}
We introduce a method for recognizing algorithms based on programming schemas, which are generic conceptual knowledge with details abstracted out, and beacons, which are key statements that suggest existence of specific structures in code. First, the method detects the schemas related to the implementation of the target algorithm and next it computes the characteristics and algorithm-specific beacons from the detected code and uses them as the learning data to construct a classification tree… CONTINUE READING