displaying landmarks and the user’s surroundings in indoor pedestrian navigation systems

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Christina Ohm, Manuel Müller, Bernd Ludwig Chair of Information Science Bringing Together Indoor and Outdoor Mobility Solutions, Ghent, 24.09.2015 Dr. Max Mustermann Referat Kommunikation & Marketing Verwaltung Displaying landmarks and the user’s surroundings in indoor pedestrian navigation systems Christina Ohm, Manuel Müller, Bernd Ludwig Chair of Information Science [email protected], [email protected] Bringing Together Indoor and Outdoor Mobility Solutions, Ghent, 24.09.2015

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Page 1: Displaying landmarks and the user’s surroundings in indoor pedestrian navigation systems

Christina Ohm, Manuel Müller, Bernd Ludwig Chair of Information ScienceBringing Together Indoor and Outdoor Mobility Solutions, Ghent, 24.09.2015

Dr. Max MustermannReferat Kommunikation & Marketing Verwaltung

Displaying landmarks and the user’s surroundings in indoor pedestrian navigation systems

Christina Ohm, Manuel Müller, Bernd LudwigChair of Information [email protected], [email protected] Together Indoor and Outdoor Mobility Solutions, Ghent, 24.09.2015

Page 2: Displaying landmarks and the user’s surroundings in indoor pedestrian navigation systems

Christina Ohm, Manuel Müller, Bernd Ludwig Chair of Information ScienceBringing Together Indoor and Outdoor Mobility Solutions, Ghent, 24.09.2015

PROJECT – INDOOR PEDESTRIAN NAVIGATION

Page 3: Displaying landmarks and the user’s surroundings in indoor pedestrian navigation systems

Christina Ohm, Manuel Müller, Bernd Ludwig Chair of Information ScienceBringing Together Indoor and Outdoor Mobility Solutions, Ghent, 24.09.2015

Indoor Pedestrian Navigation

MODEL indoor areas

IDENTIFY landmarks in indoor environments

DISPLAY navigation instructions

Page 4: Displaying landmarks and the user’s surroundings in indoor pedestrian navigation systems

Christina Ohm, Manuel Müller, Bernd Ludwig Chair of Information ScienceBringing Together Indoor and Outdoor Mobility Solutions, Ghent, 24.09.2015

NADINE Application

Current Area: “Plärrer“.Go straight ahead to the tram stop.

Back Next

Page 5: Displaying landmarks and the user’s surroundings in indoor pedestrian navigation systems

Christina Ohm, Manuel Müller, Bernd Ludwig Chair of Information ScienceBringing Together Indoor and Outdoor Mobility Solutions, Ghent, 24.09.2015

Web Interface

http://urwalking.ur.de/navi/

Page 6: Displaying landmarks and the user’s surroundings in indoor pedestrian navigation systems

Christina Ohm, Manuel Müller, Bernd Ludwig Chair of Information ScienceBringing Together Indoor and Outdoor Mobility Solutions, Ghent, 24.09.2015

SYSTEM DESIGNS

Page 7: Displaying landmarks and the user’s surroundings in indoor pedestrian navigation systems

Christina Ohm, Manuel Müller, Bernd Ludwig Chair of Information ScienceBringing Together Indoor and Outdoor Mobility Solutions, Ghent, 24.09.2015

Motivation

Displaying mobile maps is state of the art Map material currently used as navigation aid at the University of Regensburg

Interface simplification to minimize cognitive load enhance navigation efficiency

See e.g.: Bouwer et al. 2012; Butz et al. 2001; Puikkonen et al. 2009.

Page 8: Displaying landmarks and the user’s surroundings in indoor pedestrian navigation systems

Christina Ohm, Manuel Müller, Bernd Ludwig Chair of Information ScienceBringing Together Indoor and Outdoor Mobility Solutions, Ghent, 24.09.2015

System Designs

Page 9: Displaying landmarks and the user’s surroundings in indoor pedestrian navigation systems

Christina Ohm, Manuel Müller, Bernd Ludwig Chair of Information ScienceBringing Together Indoor and Outdoor Mobility Solutions, Ghent, 24.09.2015

Landmark Selection

34 participants (16 m, 18 f)

mean: 22.5 years (range: 19-30)

Page 10: Displaying landmarks and the user’s surroundings in indoor pedestrian navigation systems

Christina Ohm, Manuel Müller, Bernd Ludwig Chair of Information ScienceBringing Together Indoor and Outdoor Mobility Solutions, Ghent, 24.09.2015

EVALUATION

Page 11: Displaying landmarks and the user’s surroundings in indoor pedestrian navigation systems

Christina Ohm, Manuel Müller, Bernd Ludwig Chair of Information ScienceBringing Together Indoor and Outdoor Mobility Solutions, Ghent, 24.09.2015

Test Route

Page 12: Displaying landmarks and the user’s surroundings in indoor pedestrian navigation systems

Christina Ohm, Manuel Müller, Bernd Ludwig Chair of Information ScienceBringing Together Indoor and Outdoor Mobility Solutions, Ghent, 24.09.2015

Navigation Scenes

Page 13: Displaying landmarks and the user’s surroundings in indoor pedestrian navigation systems

Christina Ohm, Manuel Müller, Bernd Ludwig Chair of Information ScienceBringing Together Indoor and Outdoor Mobility Solutions, Ghent, 24.09.2015

Participants and Variables

Test users: 64 (33 male)Mean Age: 24.02 years

SD = 7.9 range: 11-64 years

Between subject design 35 map 29 graph

Dependent variable: Navigation Time

Page 14: Displaying landmarks and the user’s surroundings in indoor pedestrian navigation systems

Christina Ohm, Manuel Müller, Bernd Ludwig Chair of Information ScienceBringing Together Indoor and Outdoor Mobility Solutions, Ghent, 24.09.2015

RESULTS

Page 15: Displaying landmarks and the user’s surroundings in indoor pedestrian navigation systems

Christina Ohm, Manuel Müller, Bernd Ludwig Chair of Information ScienceBringing Together Indoor and Outdoor Mobility Solutions, Ghent, 24.09.2015

Results

Overall Navigation Time• p = 0.034 • r = 0.27

Page 16: Displaying landmarks and the user’s surroundings in indoor pedestrian navigation systems

Christina Ohm, Manuel Müller, Bernd Ludwig Chair of Information ScienceBringing Together Indoor and Outdoor Mobility Solutions, Ghent, 24.09.2015

Navigation Problems

Users who needed helpMap: 16Graph: 16

Page 17: Displaying landmarks and the user’s surroundings in indoor pedestrian navigation systems

Christina Ohm, Manuel Müller, Bernd Ludwig Chair of Information ScienceBringing Together Indoor and Outdoor Mobility Solutions, Ghent, 24.09.2015

Navigation Problems

Page 18: Displaying landmarks and the user’s surroundings in indoor pedestrian navigation systems

Christina Ohm, Manuel Müller, Bernd Ludwig Chair of Information ScienceBringing Together Indoor and Outdoor Mobility Solutions, Ghent, 24.09.2015

Results – Subgroups

“Help” subgroup

• No difference between UI designs

“No-Help“ subgroup

• Mean map > Mean graph

• p = 0.0302 (r = 0.38)

Page 19: Displaying landmarks and the user’s surroundings in indoor pedestrian navigation systems

Christina Ohm, Manuel Müller, Bernd Ludwig Chair of Information ScienceBringing Together Indoor and Outdoor Mobility Solutions, Ghent, 24.09.2015

Results – Navigation Steps

“No-Help“ subgroup• Map: 19• Graph: 13

Navigation Steps• 23 steps• p = 0.043

Means• map: 17.3 sec• graph: 15.3 sec

Page 20: Displaying landmarks and the user’s surroundings in indoor pedestrian navigation systems

Christina Ohm, Manuel Müller, Bernd Ludwig Chair of Information ScienceBringing Together Indoor and Outdoor Mobility Solutions, Ghent, 24.09.2015

Results – Navigation Step 15

Page 21: Displaying landmarks and the user’s surroundings in indoor pedestrian navigation systems

Christina Ohm, Manuel Müller, Bernd Ludwig Chair of Information ScienceBringing Together Indoor and Outdoor Mobility Solutions, Ghent, 24.09.2015

Results – Navigation Step 15

Page 22: Displaying landmarks and the user’s surroundings in indoor pedestrian navigation systems

Christina Ohm, Manuel Müller, Bernd Ludwig Chair of Information ScienceBringing Together Indoor and Outdoor Mobility Solutions, Ghent, 24.09.2015

Results – Navigation Step 15

Page 23: Displaying landmarks and the user’s surroundings in indoor pedestrian navigation systems

Christina Ohm, Manuel Müller, Bernd Ludwig Chair of Information ScienceBringing Together Indoor and Outdoor Mobility Solutions, Ghent, 24.09.2015

Results – Sense of Direction

Low SoD (37)

• No difference

High SoD (27)

• Mean map (15): 7.06 min

• Mean graph (12): 6.34 min

• p = 0.02 (r = 0.446)

SoD questionnaire: Münzer & Hölscher 2011In brackets: number of participants

Page 24: Displaying landmarks and the user’s surroundings in indoor pedestrian navigation systems

Christina Ohm, Manuel Müller, Bernd Ludwig Chair of Information ScienceBringing Together Indoor and Outdoor Mobility Solutions, Ghent, 24.09.2015

Results – Questionnaire

“There were enough salient objects displayed so that I could orient myself.”

5.5 out of 7

“The chosen salient objects (like doors or stairs) were helpful. ”

6.0 out of 7

“I felt comfortable while navigating.” 5.8 out of 7

Page 25: Displaying landmarks and the user’s surroundings in indoor pedestrian navigation systems

Christina Ohm, Manuel Müller, Bernd Ludwig Chair of Information ScienceBringing Together Indoor and Outdoor Mobility Solutions, Ghent, 24.09.2015

Results – Questionnaire

“The directional arrows helped me while navigating.”

5.4 out of 7

“The text instruction helped me while navigating.”

6.0 out of 7

“The depiction of the surroundings helped me while navigating.“

5.0 out of 7

Page 26: Displaying landmarks and the user’s surroundings in indoor pedestrian navigation systems

Christina Ohm, Manuel Müller, Bernd Ludwig Chair of Information ScienceBringing Together Indoor and Outdoor Mobility Solutions, Ghent, 24.09.2015

CONCLUSION

Page 27: Displaying landmarks and the user’s surroundings in indoor pedestrian navigation systems

Christina Ohm, Manuel Müller, Bernd Ludwig Chair of Information ScienceBringing Together Indoor and Outdoor Mobility Solutions, Ghent, 24.09.2015

Conclusion

Participants with a high sense of direction profit from abstract interface designs

A lot of participants get lost at large areas or hallways

The chosen landmarks are very helpful

Text instructions are very important for orientation

Page 28: Displaying landmarks and the user’s surroundings in indoor pedestrian navigation systems

Christina Ohm, Manuel Müller, Bernd Ludwig Chair of Information ScienceBringing Together Indoor and Outdoor Mobility Solutions, Ghent, 24.09.2015

Future Work

Does the abstract interface support elderly people?

How many landmarks should be displayed?

Which additional (map) information could be beneficial?

How can participants can be supported if they lost their way?

Page 29: Displaying landmarks and the user’s surroundings in indoor pedestrian navigation systems

Christina Ohm, Manuel Müller, Bernd Ludwig Chair of Information ScienceBringing Together Indoor and Outdoor Mobility Solutions, Ghent, 24.09.2015

References

A. Bouwer, F. Nack, A. El Ali, Lost in navigation: evaluating amobile map app for a fair, in: Proceedings of the 14th ACM international conference on Multimodal interaction, ACM, 2012,pp. 173–180.

A. Butz, J. Baus, A. Krüger, M. Lohse, A hybrid indoor navigation system, in: Proceedings of the 6th International Conference on Intelligent User Interfaces (IUI), ACM, New York, 2001, pp.25–32.

S. Münzer, C. Hölscher, Development and validation of a selfreport measure of environmental spatial strategies, Diagnostica57 (3), 2011, pp. 111–125. 

A. Puikkonen, A.-H. Sarjanoja, M. Haveri, J. Huhtala, J. Häkkilä, Towards designing better maps for indoor navigation: experiences from a case study, in: Proceedings of the 8th International Conference on Mobile and Ubiquitous Multimedia, ACM, New York, 2009, p. 16.

Page 30: Displaying landmarks and the user’s surroundings in indoor pedestrian navigation systems

Christina Ohm, Manuel Müller, Bernd Ludwig Chair of Information ScienceBringing Together Indoor and Outdoor Mobility Solutions, Ghent, 24.09.2015

Thank You for Your Attention!

Christina Ohm, Manuel Müller, Bernd LudwigChair of Information Science

[email protected], [email protected], [email protected]

Page 31: Displaying landmarks and the user’s surroundings in indoor pedestrian navigation systems

Christina Ohm, Manuel Müller, Bernd Ludwig Chair of Information ScienceBringing Together Indoor and Outdoor Mobility Solutions, Ghent, 24.09.2015

BACKUP: Web Interface

http://urwalking.ur.de/navi/

Page 32: Displaying landmarks and the user’s surroundings in indoor pedestrian navigation systems

Christina Ohm, Manuel Müller, Bernd Ludwig Chair of Information ScienceBringing Together Indoor and Outdoor Mobility Solutions, Ghent, 24.09.2015

BACKUP: Results – Selected Objects

Architecture Function Information Furniture

Selected objects per category

142 (15%) 549 (58%) 131 (14%) 131 (14%)

Selection probability in a certain category

7% 22% 7% 8%

Page 33: Displaying landmarks and the user’s surroundings in indoor pedestrian navigation systems

Christina Ohm, Manuel Müller, Bernd Ludwig Chair of Information ScienceBringing Together Indoor and Outdoor Mobility Solutions, Ghent, 24.09.2015

BACKUP: Navigation Scenes

Page 34: Displaying landmarks and the user’s surroundings in indoor pedestrian navigation systems

Christina Ohm, Manuel Müller, Bernd Ludwig Chair of Information ScienceBringing Together Indoor and Outdoor Mobility Solutions, Ghent, 24.09.2015

BACKUP: Navigation Scenes

Page 35: Displaying landmarks and the user’s surroundings in indoor pedestrian navigation systems

Christina Ohm, Manuel Müller, Bernd Ludwig Chair of Information ScienceBringing Together Indoor and Outdoor Mobility Solutions, Ghent, 24.09.2015

BACKUP: Navigation Scenes

Page 36: Displaying landmarks and the user’s surroundings in indoor pedestrian navigation systems

Christina Ohm, Manuel Müller, Bernd Ludwig Chair of Information ScienceBringing Together Indoor and Outdoor Mobility Solutions, Ghent, 24.09.2015

BACKUP: Results – Navigation Step 23

Page 37: Displaying landmarks and the user’s surroundings in indoor pedestrian navigation systems

Christina Ohm, Manuel Müller, Bernd Ludwig Chair of Information ScienceBringing Together Indoor and Outdoor Mobility Solutions, Ghent, 24.09.2015

BACKUP: Results – Navigation Step 23