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Home / Proceedings / Papers from the 2004 AAAI Spring Symposium / Interaction between Humans and Autonomous Systems over Extended Operation

The Need for Intelligent Change Alerting in Complex Monitoring and Control Systems

March 14, 2023

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Abstract:

As the use of networked information processing tools has grown in battlefield systems, it has had the unintended consequence of increasing and complicating the workloads of leaders and battle staffs. Networking enables continuous plan revision and dissemination in response to new information. New information has to be gathered not only from one’s eyes on the external world, but also from digital information systems. In the future this will include information sent from unmanned robotic entities. Current digital systems display information, with the expectation that operators will notice important changes in the display; however, research on human perception and attention suggests that change detection is not reliable in a multi-tasking environment. Operators require assistance in the form of data logging and alerting. With reference to ongoing research in this area, we recommend several properties that an intelligent change alerting system ought to include: (1) a set of default alerts based on expert rules, (2) menu-based alert creation and editing, (3) change database (log of changes) that can be sorted and searched, (4) automatic linkage between related pieces of information (5) selectable alerting mode (e.g., pop-up window vs. auditory alert.), (6) intrusiveness filters, and (7) logging of user reactions to alerts (to provide data for training and further system refinement). In order for an intelligent alerting system to possess these properties, it must be able to tap into the digital data stream flowing on the network. Designers need to ensure that the data required for operator assistance tools is available to be captured, and that such tools are essential integral components of future monitoring and control systems.

Authors

Paula J. Durlach and Larry L. Meliza

DOI:


Topics: Spring

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Paula J. Durlach and Larry L. Meliza The Need for Intelligent Change Alerting in Complex Monitoring and Control Systems Papers from the 2004 AAAI Spring Symposium (2004) .

Paula J. Durlach and Larry L. Meliza The Need for Intelligent Change Alerting in Complex Monitoring and Control Systems Spring 2004, .

Paula J. Durlach and Larry L. Meliza (2004). The Need for Intelligent Change Alerting in Complex Monitoring and Control Systems. Papers from the 2004 AAAI Spring Symposium, .

Paula J. Durlach and Larry L. Meliza. The Need for Intelligent Change Alerting in Complex Monitoring and Control Systems. Papers from the 2004 AAAI Spring Symposium 2004 p..

Paula J. Durlach and Larry L. Meliza. 2004. The Need for Intelligent Change Alerting in Complex Monitoring and Control Systems. "Papers from the 2004 AAAI Spring Symposium". .

Paula J. Durlach and Larry L. Meliza. (2004) "The Need for Intelligent Change Alerting in Complex Monitoring and Control Systems", Papers from the 2004 AAAI Spring Symposium, p.

Paula J. Durlach and Larry L. Meliza, "The Need for Intelligent Change Alerting in Complex Monitoring and Control Systems", Spring, p., 2004.

Paula J. Durlach and Larry L. Meliza. "The Need for Intelligent Change Alerting in Complex Monitoring and Control Systems". Papers from the 2004 AAAI Spring Symposium, 2004, p..

Paula J. Durlach and Larry L. Meliza. "The Need for Intelligent Change Alerting in Complex Monitoring and Control Systems". Papers from the 2004 AAAI Spring Symposium, (2004): .

Paula J. Durlach and Larry L. Meliza. The Need for Intelligent Change Alerting in Complex Monitoring and Control Systems. Spring[Internet]. 2004[cited 2023]; .


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