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Relation Between Abductive and Inductive Types of Nursing Risk Management
New Frontiers in Artificial Intelligence, том 4384 из Lecture Notes in Computer Science, Springer Berlin Heidelberg, (2007)
DOI: 10.1007/978-3-540-69902-6_33
Аннотация
In this paper, we contrast inductive nursing risk management and abductive nursing risk management, point out the importance of the abductive type, and suggest cooperation between them. In general risk management, inductive management is usually adopted. If we computationally conduct inductive management, it is vital to collect a considerable number of examples to perform machine learning. For nursing risk management, risk management experts usually perform manual learning to produce textbooks. In the Accident or Incident Report Database home page, we can review various types of accidents or incidents. However, since reports are written by various nurses, the granularity and quality of reports are not sufficient for machine learning. We, therefore, explain the importance of conducting dynamic nursing risk management that can be achieved by abduction, then illustrate cooperation between abductive and inductive types of nursing risk management.
