Automated Essay Scoring : Scoring Essays in Swedish

Good writing skills are essential in the education system at all levels. However, the evaluation of essays is labor intensive and can entail a subjective bias. Automated Essay Scoring (AES) is a to ...

[1]  Jan Einarsson,et al.  Talad och skriven svenska: sociolingvistiska studier , 1978 .

[2]  T. Landauer.  Automatic Essay Assessment , 2003 .

[3]  Chih-Jen Lin,et al.  A Practical Guide to Support Vector Classication , 2008 .

[4]  David M. Williamson,et al.  A Framework for Evaluation and Use of Automated Scoring , 2012 .

[5]  Magnus Johannesson,et al.  Are boys discriminated in Swedish high schools , 2011 .

[6]  Chih-Jen Lin,et al.  LIBSVM: A library for support vector machines , 2011, TIST.

[7]  James H. Martin,et al.  Speech and language processing: an introduction to natural language processing, computational linguistics, and speech recognition, 2nd Edition , 2000, Prentice Hall series in artificial intelligence.

[8]  Hinrich Schütze,et al.  Introduction to information retrieval , 2008 .

[9]  Hsuan-Tien Lin,et al.  Learning From Data , 2012 .

[10]  Therese M. Kuhs,et al.  Score Resolution: An Investigation of the Reliability and Validity of Resolved Scores , 2003 .

[11]  อนิรุธ สืบสิงห์,et al.  Data Mining Practical Machine Learning Tools and Techniques , 2014 .

[12]  Chad W. Buckendahl,et al.  A Review of Strategies for Validating Computer-Automated Scoring , 2002 .

[13]  Gaël Varoquaux,et al.  Scikit-learn: Machine Learning in Python , 2011, J. Mach. Learn. Res..

[14]  Lawrence M. Rudner,et al.  An Evaluation of IntelliMetric ™ Essay Scoring System Using Responses to GMAT ® AWA Prompts , 2006 .

[15]  Donald E. Powers,et al.  STUMPING E‐RATER: CHALLENGING THE VALIDITY OF AUTOMATED ESSAY SCORING , 2001 .

[16]  Chih-Jen Lin,et al.  Asymptotic Behaviors of Support Vector Machines with Gaussian Kernel , 2003, Neural Computation.

[17]  Lars Kai Hansen,et al.  Neural Network Ensembles , 1990, IEEE Trans. Pattern Anal. Mach. Intell..

[18]  Vladimir N. Vapnik,et al.  The Nature of Statistical Learning Theory , 2000, Statistics for Engineering and Information Science.

[19]  Jill Burstein,et al.  AUTOMATED ESSAY SCORING WITH E‐RATER® V.2.0 , 2004 .

[20]  Martin Chodorow,et al.  Beyond Essay Length: Evaluating e-rater[R]'s Performance on TOEFL[R] Essays. Research Reports. Report 73. RR-04-04. , 2004 .

[21]  Jason Weston,et al.  A user's guide to support vector machines. , 2010, Methods in molecular biology.

[22]  M. Chodorow,et al.  BEYOND ESSAY LENGTH: EVALUATING E-RATER®'S PERFORMANCE ON TOEFL® ESSAYS , 2004 .

[23]  Cesare Furlanello,et al.  mlpy: Machine Learning Python , 2012, ArXiv.

[24]  David M. Williamson,et al.  "Mental Model" Comparison of Automated and Human Scoring , 1999 .

[25]  Christian Smith,et al.  Automatic summarization as means of simplifying texts, an evaluation for Swedish , 2011, NODALIDA.

[26]  Robert E. Schapire,et al.  A Brief Introduction to Boosting , 1999, IJCAI.

[27]  Germain Forestier,et al.  Improving Supervised Learning with Multiple Clusterings , 2009, Applications of Supervised and Unsupervised Ensemble Methods.

[28]  C. Faloutsos,et al.  Ensemble Methods , 2019, Machine Learning with Spark™ and Python®.

[29]  Yves Grandvalet,et al.  Bagging Equalizes Influence , 2004, Machine Learning.

[30]  Isabelle Guyon,et al.  An Introduction to Feature Extraction , 2006, Feature Extraction.

[31]  Matthijs J. Warrens,et al.  Some Paradoxical Results for the Quadratically Weighted Kappa , 2012 .

[32]  Ross E. Traub,et al.  Reliability for the Social Sciences: Theory and Applications , 1994 .

[33]  E. B. Page,et al.  The Computer Moves into Essay Grading: Updating the Ancient Test. , 1995 .

[34]  OpitzDavid,et al.  Popular ensemble methods , 1999 .

[35]  G. Cizek,et al.  Defining and distinguishing validity: interpretations of score meaning and justifications of test use. , 2012, Psychological methods.

[36]  Pierre Geurts,et al.  Extremely randomized trees , 2006, Machine Learning.

[37]  Ian H. Witten,et al.  Data mining: practical machine learning tools and techniques, 3rd Edition , 1999 .

[38]  Semire Dikli,et al.  An Overview of Automated Scoring of Essays. , 2006 .

[39]  Anat Ben-Simon,et al.  Toward More Substantively Meaningful Automated Essay Scoring , 2007 .

[40]  Leo Breiman,et al.  Bagging Predictors , 1996, Machine Learning.

[41]  Robert Östling.  Stagger: A modern POS tagger for Swedish , 2012 .