Real-Time Interruption Management System for Efficient Distributed Collaboration in Multi-tasking Environments

2020 ◽  
Vol 4 (CSCW1) ◽  
pp. 1-23 ◽  
Author(s):  
Ashutosh Shivakumar ◽  
Aishwarya Bositty ◽  
Nia S. Peters ◽  
Yong Pei
Keyword(s):  
Real Time ◽  
Management System ◽  
Distributed Collaboration ◽  
Interruption Management

scholarly journals A Real-Time Interruption Management System Based on Eye-Tracking Data

2019 ◽  
Vol 63 (1) ◽  
pp. 1306-1310
Author(s):  
Hagit Shaposhnik
Keyword(s):  
Machine Learning ◽  
Real Time ◽  
Traffic Control ◽  
Management System ◽  
Tracking Data ◽  
Machine Learning Classifiers ◽  
High Workload ◽  
Interruption Management ◽  
Boosted Tree

Interruptions in the middle of a task have considerable costs. The objective of this study was to develop a system that postpones interruptions when they occur in periods of high workload. In Experiment 1, an air traffic control (ATC) simulator was presented with varying working memory demands. Pupil data were used to train a range of machine-learning classifiers to distinguish between high and low workload moments. The Gradient Boosted Tree (GBT) provided the best predictions. In Experiment 2, this classifier was used to develop a real-time interruption management system (IMS). The role of the IMS was to predict high and low workload and to postpone interruptions to the next low workload moment. To examine the IMS’s performance, its interruptions were compared to random interruptions. Results showed that the IMS successfully identified high and low workload moments with 76% accuracy, and postponed interruptions to the next low workload moment.

Real-time Worker Safety Management System Using Deep Learning-based Video Analysis Algorithm

2020 ◽  
Vol 9 (3) ◽  
pp. 25-30
Author(s):  
So Yeon Jeon ◽  
Jong Hwa Park ◽  
Sang Byung Youn ◽  
Young Soo Kim ◽  
Yong Sung Lee ◽  
...  
Keyword(s):  
Deep Learning ◽  
Real Time ◽  
Video Analysis ◽  
Management System ◽  
Safety Management ◽  
Worker Safety ◽  
Safety Management System ◽  
Analysis Algorithm

scholarly journals Real-Time Vehicle Energy Management System Based on Optimized Distribution of Electrical Load Power

2016 ◽  
Vol 6 (10) ◽  
pp. 285 ◽  
Author(s):  
Yuefei Wang ◽  
Hao Hu ◽  
Li Zhang ◽  
Nan Zhang ◽  
Xuhui Sun
Keyword(s):  
Real Time ◽  
Energy Management ◽  
Management System ◽  
Energy Management System ◽  
Electrical Load ◽  
Load Power ◽  
Optimized Distribution
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