Kenneth Steimel

Title: Innovations by Kenneth Steimel in Neural Content Scoring

Introduction

Kenneth Steimel is an accomplished inventor based in Bloomington, IN (US). He has made significant contributions to the field of educational technology, particularly in the area of automated scoring systems. His innovative work focuses on utilizing neural networks to enhance the accuracy and efficiency of scoring constructed responses.

Latest Patents

Kenneth Steimel holds a patent for "Systems and methods for neural content scoring." This patent describes systems and methods for automatically scoring a constructed response using a neural network. The process involves dividing the constructed response into multiple series of word tokens, correcting spelling errors, and encoding these tokens to generate representation vectors. A set of nonlinear operations is then applied to these vectors within a neural network to produce a scalar output for scoring the constructed response. This innovative approach aims to improve the reliability of automated scoring in educational assessments. He has 1 patent to his name.

Career Highlights

Kenneth Steimel is currently associated with the Educational Testing Service, where he applies his expertise in developing advanced scoring systems. His work has been instrumental in enhancing the assessment processes used in educational settings.

Collaborations

Throughout his career, Kenneth has collaborated with notable colleagues, including Brian W. Riordan and Michael Flor. These collaborations have contributed to the advancement of educational assessment technologies.

Conclusion

Kenneth Steimel's innovative contributions to neural content scoring represent a significant advancement in educational technology. His work continues to influence the way constructed responses are evaluated, ensuring a more accurate and efficient assessment process.