Modeling Information from Wearable SensorsModeling Information from Wearable Sensors Florence...
Transcript of Modeling Information from Wearable SensorsModeling Information from Wearable Sensors Florence...
![Page 1: Modeling Information from Wearable SensorsModeling Information from Wearable Sensors Florence Balagtas-Fernandez & Heinrich Hussmann Media Informatics Group Department of Computer](https://reader031.fdocuments.in/reader031/viewer/2022022509/5ad723d67f8b9a5b538c41c0/html5/thumbnails/1.jpg)
Modeling Information fromModeling Information fromWearable SensorsWearable Sensors
Florence Balagtas-Fernandez & Heinrich HussmannMedia Informatics Group
Department of Computer ScienceUniversity of Munich
![Page 2: Modeling Information from Wearable SensorsModeling Information from Wearable Sensors Florence Balagtas-Fernandez & Heinrich Hussmann Media Informatics Group Department of Computer](https://reader031.fdocuments.in/reader031/viewer/2022022509/5ad723d67f8b9a5b538c41c0/html5/thumbnails/2.jpg)
F. Balagtas-Fernandez & H. Hussmann ● MDDAUI Workshop at IUI ● February 8, 2009 2
Outline
• The Mobile Applications (Mobia) Modeling Framework
• Application Scenario• Modeling Medgets and User Interactions• Evaluation: Collecting User Preference• Summary and Conclusion
![Page 3: Modeling Information from Wearable SensorsModeling Information from Wearable Sensors Florence Balagtas-Fernandez & Heinrich Hussmann Media Informatics Group Department of Computer](https://reader031.fdocuments.in/reader031/viewer/2022022509/5ad723d67f8b9a5b538c41c0/html5/thumbnails/3.jpg)
F. Balagtas-Fernandez & H. Hussmann ● MDDAUI Workshop at IUI ● February 8, 2009 3
Mobia Modeling Framework
• Mobia Modeling Tool– Allow non-expert users to easily create mobile
applications by modeling the mobile application and having a tool automatically transform the model to code
• Easy to learn• Feature modeling constructs that are intuitive
– Extend to different application domains• Current focus: Mobile Health Monitoring
![Page 4: Modeling Information from Wearable SensorsModeling Information from Wearable Sensors Florence Balagtas-Fernandez & Heinrich Hussmann Media Informatics Group Department of Computer](https://reader031.fdocuments.in/reader031/viewer/2022022509/5ad723d67f8b9a5b538c41c0/html5/thumbnails/4.jpg)
F. Balagtas-Fernandez & H. Hussmann ● MDDAUI Workshop at IUI ● February 8, 2009 4
Mobia Modeling Framework
![Page 5: Modeling Information from Wearable SensorsModeling Information from Wearable Sensors Florence Balagtas-Fernandez & Heinrich Hussmann Media Informatics Group Department of Computer](https://reader031.fdocuments.in/reader031/viewer/2022022509/5ad723d67f8b9a5b538c41c0/html5/thumbnails/5.jpg)
F. Balagtas-Fernandez & H. Hussmann ● MDDAUI Workshop at IUI ● February 8, 2009 5
Mobile Health MonitoringApplication Scenario
![Page 6: Modeling Information from Wearable SensorsModeling Information from Wearable Sensors Florence Balagtas-Fernandez & Heinrich Hussmann Media Informatics Group Department of Computer](https://reader031.fdocuments.in/reader031/viewer/2022022509/5ad723d67f8b9a5b538c41c0/html5/thumbnails/6.jpg)
F. Balagtas-Fernandez & H. Hussmann ● MDDAUI Workshop at IUI ● February 8, 2009 6
Modeling the Sensor and Data
![Page 7: Modeling Information from Wearable SensorsModeling Information from Wearable Sensors Florence Balagtas-Fernandez & Heinrich Hussmann Media Informatics Group Department of Computer](https://reader031.fdocuments.in/reader031/viewer/2022022509/5ad723d67f8b9a5b538c41c0/html5/thumbnails/7.jpg)
F. Balagtas-Fernandez & H. Hussmann ● MDDAUI Workshop at IUI ● February 8, 2009 7
Modeling the Sensor and Data
![Page 8: Modeling Information from Wearable SensorsModeling Information from Wearable Sensors Florence Balagtas-Fernandez & Heinrich Hussmann Media Informatics Group Department of Computer](https://reader031.fdocuments.in/reader031/viewer/2022022509/5ad723d67f8b9a5b538c41c0/html5/thumbnails/8.jpg)
F. Balagtas-Fernandez & H. Hussmann ● MDDAUI Workshop at IUI ● February 8, 2009 8
Modeling the Sensor and Data
• Dealing with complex scenarios wherein input from one sensor is a prerequisite for another sensor
![Page 9: Modeling Information from Wearable SensorsModeling Information from Wearable Sensors Florence Balagtas-Fernandez & Heinrich Hussmann Media Informatics Group Department of Computer](https://reader031.fdocuments.in/reader031/viewer/2022022509/5ad723d67f8b9a5b538c41c0/html5/thumbnails/9.jpg)
F. Balagtas-Fernandez & H. Hussmann ● MDDAUI Workshop at IUI ● February 8, 2009 9
Modeling User Interaction
• Given– Medget Instances: A, B, C– Medget Data: x, y, z, a, b– Actions: Choose, Drag, Drop, Click, Connect
• User’s Goal– Select the Medget A
and the MedgetData x
![Page 10: Modeling Information from Wearable SensorsModeling Information from Wearable Sensors Florence Balagtas-Fernandez & Heinrich Hussmann Media Informatics Group Department of Computer](https://reader031.fdocuments.in/reader031/viewer/2022022509/5ad723d67f8b9a5b538c41c0/html5/thumbnails/10.jpg)
F. Balagtas-Fernandez & H. Hussmann ● MDDAUI Workshop at IUI ● February 8, 2009 10
Choose, Drag and Drop
![Page 11: Modeling Information from Wearable SensorsModeling Information from Wearable Sensors Florence Balagtas-Fernandez & Heinrich Hussmann Media Informatics Group Department of Computer](https://reader031.fdocuments.in/reader031/viewer/2022022509/5ad723d67f8b9a5b538c41c0/html5/thumbnails/11.jpg)
F. Balagtas-Fernandez & H. Hussmann ● MDDAUI Workshop at IUI ● February 8, 2009 11
Drag, Connect and Click
![Page 12: Modeling Information from Wearable SensorsModeling Information from Wearable Sensors Florence Balagtas-Fernandez & Heinrich Hussmann Media Informatics Group Department of Computer](https://reader031.fdocuments.in/reader031/viewer/2022022509/5ad723d67f8b9a5b538c41c0/html5/thumbnails/12.jpg)
F. Balagtas-Fernandez & H. Hussmann ● MDDAUI Workshop at IUI ● February 8, 2009 12
Drag, Drop and Click
![Page 13: Modeling Information from Wearable SensorsModeling Information from Wearable Sensors Florence Balagtas-Fernandez & Heinrich Hussmann Media Informatics Group Department of Computer](https://reader031.fdocuments.in/reader031/viewer/2022022509/5ad723d67f8b9a5b538c41c0/html5/thumbnails/13.jpg)
F. Balagtas-Fernandez & H. Hussmann ● MDDAUI Workshop at IUI ● February 8, 2009 13
Modeling User Interaction
• Open Questions– Evaluating the interactions
• Efficient?• Intuitive?• Easily Learnable?
![Page 14: Modeling Information from Wearable SensorsModeling Information from Wearable Sensors Florence Balagtas-Fernandez & Heinrich Hussmann Media Informatics Group Department of Computer](https://reader031.fdocuments.in/reader031/viewer/2022022509/5ad723d67f8b9a5b538c41c0/html5/thumbnails/14.jpg)
F. Balagtas-Fernandez & H. Hussmann ● MDDAUI Workshop at IUI ● February 8, 2009 14
Evaluation
• Preferred– Presentation of a
Medget and Related data
– Presentation of all Available Medgets
– Preferred Interaction Technique
14 Participants
![Page 15: Modeling Information from Wearable SensorsModeling Information from Wearable Sensors Florence Balagtas-Fernandez & Heinrich Hussmann Media Informatics Group Department of Computer](https://reader031.fdocuments.in/reader031/viewer/2022022509/5ad723d67f8b9a5b538c41c0/html5/thumbnails/15.jpg)
F. Balagtas-Fernandez & H. Hussmann ● MDDAUI Workshop at IUI ● February 8, 2009 15
Presentation of a Medget & Related data
![Page 16: Modeling Information from Wearable SensorsModeling Information from Wearable Sensors Florence Balagtas-Fernandez & Heinrich Hussmann Media Informatics Group Department of Computer](https://reader031.fdocuments.in/reader031/viewer/2022022509/5ad723d67f8b9a5b538c41c0/html5/thumbnails/16.jpg)
F. Balagtas-Fernandez & H. Hussmann ● MDDAUI Workshop at IUI ● February 8, 2009 16
Presentation of all Available Medgets
23%
Individual Display
46%
Grouped Display
31%
Minimalist Display
![Page 17: Modeling Information from Wearable SensorsModeling Information from Wearable Sensors Florence Balagtas-Fernandez & Heinrich Hussmann Media Informatics Group Department of Computer](https://reader031.fdocuments.in/reader031/viewer/2022022509/5ad723d67f8b9a5b538c41c0/html5/thumbnails/17.jpg)
F. Balagtas-Fernandez & H. Hussmann ● MDDAUI Workshop at IUI ● February 8, 2009 17
Preferred Interaction Technique
Choose, Drag and Drop Approach
46%
Drag, Drop and Click Approach 38%
Drag, Connect and Click Approach
16%
![Page 18: Modeling Information from Wearable SensorsModeling Information from Wearable Sensors Florence Balagtas-Fernandez & Heinrich Hussmann Media Informatics Group Department of Computer](https://reader031.fdocuments.in/reader031/viewer/2022022509/5ad723d67f8b9a5b538c41c0/html5/thumbnails/18.jpg)
F. Balagtas-Fernandez & H. Hussmann ● MDDAUI Workshop at IUI ● February 8, 2009 18
Summary and Conclusion
• Overview of the Mobia Framework• Medget Model Construct to represent
information from wearable sensors used for mobile health monitoring
• Model User Interaction• Evaluation results based on user preference
![Page 19: Modeling Information from Wearable SensorsModeling Information from Wearable Sensors Florence Balagtas-Fernandez & Heinrich Hussmann Media Informatics Group Department of Computer](https://reader031.fdocuments.in/reader031/viewer/2022022509/5ad723d67f8b9a5b538c41c0/html5/thumbnails/19.jpg)
Thank you for your Thank you for your attention.attention.
Questions?