In this article, we systematize the factors influencing performance and feasibility of automatic
content scoring methods for short text responses. We argue that performance (ie, how well …

Automatically scoring student answers is an important task that is usually solved using
instance-based supervised learning. Recently, similarity-based scoring has been proposed …

Abstract The Automatic Short Answer Scoring (ASAS) system is one of the tools that can be
used to conduct assessment process on e-learning system. One of the methods applied in …

Exercises are an essential part of learning. Manual assessment of exercises requires efforts
from instructors and can also lead to quality problems and inconsistencies between …

Open responses form a rich but underused source of information in educational data mining
and intelligent tutoring systems. One of the major obstacles is the difficulty of clustering short …

Zusammenfassung Der Einsatz von eLearning-Szenarien bietet viele innovative
Möglichkeiten für die Wissensvermittlung. Spezielle eLearning-Tools dienen dazu …

Nowadays, machine learning and text mining have become an interesting topic for both
research and practice. The impact of machine learning and text mining technologies is …

Automatic short answer grading is a topic that has gained significant popularity recently,
especially due to developments in natural language processing. While automated grading in …

Automatic assessment of learners responses has gained wider acceptance and popularity in
recent times. Due to associated complexities of free text evaluation, the trend has gradually …

Automated scoring systems which evaluate content require robust ways of dealing with form
errors. The work presented in this paper is set in the context of scoring learners' responses …