Evaluating human skills using machine learning
At Aspiring Minds, we showed how the problem of quantifying human skills can be cast as a problem in machine learning. Our CACM paper provides details on this framework, while our KDD works show how we evaluate computer programs using ML.
Tags:
papers,
ml-for-plse,
program-representation
Skill evaluation
Srikant, Shashank,
Takhar, Rohit,
Venugopal, Vishal,
and Aggarwal, Varun
Commun. ACM
2019
A system to grade computer programming skills using machine learning
Srikant, Shashank,
and Aggarwal, Varun
In Proceedings of the 20th ACM SIGKDD international conference on Knowledge discovery and data mining
2014
Question independent grading using machine learning: The case of computer program grading
Singh, Gursimran,
Srikant, Shashank,
and Aggarwal, Varun
In Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
2016
Links
Blog [KDD-2014] [KDD-2016]
Video
PDF CACM 2019
PDF KDD 2014
PDF KDD 2016