Towards a well-planned, activity-based work environment: Automated recognition of office activities using accelerometers

Keyphrases

• Accelerometer 100%
• Automated Recognition 100%
• Work Environment 100%
• Planned Activities 100%
• Activity-based Working 100%
• Office Activities 100%
• Activity Patterns 60%
• Workstation 40%
• Window Size 40%
• Ensemble Classifier 40%
• Non-static 40%
• Office Workers 20%
• Adverse Effects 20%
• Dynamic Setting 20%
• Support Vector Machine 20%
• Discriminant Analysis 20%
• Decision Tree Classifier 20%
• Collaborative Environment 20%
• Accelerometer Data 20%
• High Classification Accuracy 20%
• Manual Work 20%
• Analysis Support 20%
• Space Planning 20%
• Rash 20%
• Worker Activity 20%
• Effective Space 20%
• K-nearest 20%
• Reliability Prediction 20%
• Machine Decisions 20%

Computer Science

• Planned Activity 100%
• ensemble classifier 100%
• Workstation 100%
• Clear Understanding 50%
• Decision Tree Classifier 50%
• Support Vector Machine 50%
• Discriminant Analysis 50%
• Classification Accuracy 50%
• Reliability Prediction 50%