Modeling human coding of free response data
The AUTOCODER system for coding free response data is described and reviewed. Coding performance of the AUTOCODER system with a human-expert gold-standard. On test data, AUTOCODER agreement with human-expert gold-standard was acceptable. Strengths and limitations of AUTOCODER are compared with related methods.
hidden markov model propositional coding protocol data analysis computational model