TY - JOUR
T1 - A Novel Multiple Choice Question Generation Strategy
T2 - Alternative Uses for Controlled Vocabulary Thesauri in Biomedical-Sciences Education
AU - Lopetegui, Marcelo A.
AU - Lara, Barbara A.
AU - Yen, Po Yin
AU - Çatalyürek, Ümit V.
AU - Payne, Philip R.O.
PY - 2015
Y1 - 2015
N2 - Multiple choice questions play an important role in training and evaluating biomedical science students. However, the resource intensive nature of question generation limits their open availability, reducing their contribution to evaluation purposes mainly. Although applied-knowledge questions require a complex formulation process, the creation of concrete-knowledge questions (i.e., definitions, associations) could be assisted by the use of informatics methods. We envisioned a novel and simple algorithm that exploits validated knowledge repositories and generates concrete-knowledge questions by leveraging concepts' relationships. In this manuscript we present the development and validation of a prototype which successfully produced meaningful concrete-knowledge questions, opening new applications for existing knowledge repositories, potentially benefiting students of all biomedical sciences disciplines.
AB - Multiple choice questions play an important role in training and evaluating biomedical science students. However, the resource intensive nature of question generation limits their open availability, reducing their contribution to evaluation purposes mainly. Although applied-knowledge questions require a complex formulation process, the creation of concrete-knowledge questions (i.e., definitions, associations) could be assisted by the use of informatics methods. We envisioned a novel and simple algorithm that exploits validated knowledge repositories and generates concrete-knowledge questions by leveraging concepts' relationships. In this manuscript we present the development and validation of a prototype which successfully produced meaningful concrete-knowledge questions, opening new applications for existing knowledge repositories, potentially benefiting students of all biomedical sciences disciplines.
UR - http://www.scopus.com/inward/record.url?scp=85032665552&partnerID=8YFLogxK
M3 - Article
C2 - 26958222
AN - SCOPUS:85032665552
SN - 1559-4076
VL - 2015
SP - 861
EP - 869
JO - AMIA ... Annual Symposium proceedings. AMIA Symposium
JF - AMIA ... Annual Symposium proceedings. AMIA Symposium
ER -