Evaluation of essays using incremental training for Maximizing Human-Machine agreement
Dhananjay Ambekar · 2014
Massive Open On-line Courses(MOOCs) have large number of submissions which make automatic evaluation an appropriate choice for assessments. Project aims to Maximize Human-Machine agreement for automatic evaluation of textual summaries or essays in MOOCs leading to near-human accuracy by Incorporating missing features (in specific cases). It also involves study of techniques for automatic evaluation of textual summaries using Machine learning,Natural Language processing & Making use of varied data of MOOCs for incremental training purposes. Propose a method for improving training & evaluation process for greater Human-Machine agreement. Chapter