Modeling human coding of free response data

作者：

Highlights：

• 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.

摘要

•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.

论文关键词：Hidden Markov model,Propositional coding,Protocol data analysis,Computational model

论文评审过程：Available online 13 June 2013.

论文官网地址：https://doi.org/10.1016/j.chb.2013.05.021