Showing 1 - 3 of 3 Research Library Publications

Awareness of Diagnosis Predicts Changes in Quality of Life in Individuals with Mild Cognitive Impairment and Mild Stage Dementia

Posted: | Shana D. Stites, Jonathan D. Rubright, Kristin Harkins, Jason Karlawish

International Journal of Geriatric Psychiatry: Volume 38 - Issue 6, e5939

 

This observational study examined how awareness of diagnosis predicted changes in cognition and quality of life (QOL) 1 year later in older adults with normal cognition and dementia diagnoses.

Category:Health Professions

Extracting Linguistic Signal From Item Text and Its Application to Modeling Item Characteristics

Posted: | Victoria Yaneva, Peter Baldwin, Le An Ha, Christopher Runyon

Advancing Natural Language Processing in Educational Assessment: Pages 167-182

 

This chapter discusses the evolution of natural language processing (NLP) approaches to text representation and how different ways of representing text can be utilized for a relatively understudied task in educational assessment – that of predicting item characteristics from item text.

Category:Assessment-Oriented Research, Applications of Technology, Scoring

Assessment of Clinical Skills: A Case Study in Constructing an NLP-based Scoring System for Patient Notes

Posted: | Polina Harik, Janet Mee, Christopher Runyon, Brian E. Clauser

Advancing Natural Language Processing in Educational Assessment: Pages 58-73

 

This chapter describes INCITE, an NLP-based system for scoring free-text responses. It emphasizes the importance of context and the system’s intended use and explains how each component of the system contributed to its accuracy.

Category:Assessment-Oriented Research, Applications of Technology, Scoring