Showing 1 - 3 of 3 Research Library Publications

Leveraging Machine Learning Technology to Improve Accuracy and Efficiency of Identification of Enemy Item Pairs

Posted: | Ian Micir, Kimberly Swygert, Jean D'Angelo

Journal of Applied Technology: Volume 23 - Special Issue 1 - Pages 30-40

 

The interpretations of test scores in secure, high-stakes environments are dependent on several assumptions, one of which is that examinee responses to items are independent and no enemy items are included on the same forms. This paper documents the development and implementation of a C#-based application that uses Natural Language Processing (NLP) and Machine Learning (ML) techniques to produce prioritized predictions of item enemy statuses within a large item bank.

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

Relationships Between Cognitive Complaints and Quality of Life in Older Adults With Mild Cognitive Impairment, Mild Alzheimer Disease Dementia, and Normal Cognition

Posted: | S. D. Stites, K. Harkins, J. D. Rubright, J. Karlawish

Alzheimer Disease & Associated Disorders: October–December 2018 - Volume 32 - Issue 4 - p 276-283

 

The purpose of this study is to examine the relationship between self-reports of cognitive complaints and quality of life (QOL) in persons with varying degrees of cognitive impairment.

Category:Health Professions

What Features of Stigma Do the Public Most Commonly Attribute to Alzheimer's Disease Dementia? Results of a Survey of the U.S. General Public

Posted: | S. D. Stites, J. D. Rubright, J. Karlawish

Alzheimer's & Dementia, 14: 925-932

 

The purpose of this survey is to understand how the prevalence of beliefs, attitudes, and expectations about Alzheimer's disease dementia in the public could inform strategies to mitigate stigma.

Category:Health Professions