DREAM: Classification scheme for dialog acts in clinical research query mediation

作者：Hoxha Julia; Chandar Praveen; He Zhe; Cimino James; Hanauer David; Weng Chunhua^*

来源：Journal of Biomedical Informatics, 2016, 59: 89-101.

DOI：10.1016/j.jbi.2015.11.011

• Clinical research query mediation dialog
• Dialog act modeling
• Dialog annotation scheme
• Human-human conversation analysis

Clinical data access involves complex but opaque communication between medical researchers and query analysts. Understanding such communication is indispensable for designing intelligent human machine dialog systems that automate query formulation. This study investigates email communication and proposes a novel scheme for classifying dialog acts in clinical research query mediation. We analyzed 315 email messages exchanged in the communication for 20 data requests obtained from three institutions. The messages were segmented into 1333 utterance units. Through a rigorous process, we developed a classification scheme and applied it for dialog act annotation of the extracted utterances. Evaluation results with high inter-annotator agreement demonstrate the reliability of this scheme. This dataset is used to contribute preliminary understanding of dialog acts distribution and conversation flow in this dialog space.

• 出版日期2016-2
• 单位NIH