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Published in: KI - Künstliche Intelligenz 4/2014

01-11-2014 | Technical Contribution

Empirical Evidence for Context-aware Interfaces to Pedestrian Navigation Systems

Authors: Bernd Ludwig, Manuel Müller, Christina Ohm

Published in: KI - Künstliche Intelligenz | Issue 4/2014

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Abstract

For geographical mobile search tasks it is rarely sufficient to assist users identifying what location they are currently looking for, e.g. a store, cafe or museum. Often the user needs support in being guided to a retrieved location in a physical space. This means that mobile search is strongly connected with navigation. There is a large body of work indicating that navigating towards points of interest is challenging for many people. In this work we explore how to support best this part of the task by investigating how objects in the physical world—landmarks—can be used in information systems to guide people to their desired location. We present the results of a series of eye tracking studies on the orientation behavior of persons executing indoor navigation tasks. The main finding of the studies is that the contextual relevance and the function of a landmark for completing the task efficiently matters more than the context-free salience of the same landmark. The findings have implications for the design of mobile search systems that support geographical search tasks as they lead to new context-adaptive strategies for navigation systems to explain routes. We provide evidence that even the interface has to adapt its content on the state of the navigation task and the current spatial context in order to provide user- and context-adaptive intuitive interaction.

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Literature
1.
go back to reference Kluge M (2009) Fußgängernavigation—reality view: entwicklung und Implementierung eines auf erweiterter Realität basierenden Navigationssystems für Fußgänger auf mobilen Geräten. Vermessung Brandenburg 2:60–69 Kluge M (2009) Fußgängernavigation—reality view: entwicklung und Implementierung eines auf erweiterter Realität basierenden Navigationssystems für Fußgänger auf mobilen Geräten. Vermessung Brandenburg 2:60–69
3.
go back to reference Bienk S, Kattenbeck M, Ludwig B, Müller M, Ohm C (2013) I want to view it my way: interfaces to mobile maps should adapt to the user’s orientation skills. In: MUM, p 34 Bienk S, Kattenbeck M, Ludwig B, Müller M, Ohm C (2013) I want to view it my way: interfaces to mobile maps should adapt to the user’s orientation skills. In: MUM, p 34
5.
go back to reference Li L, Wang GS, Goh W, Lim JH, Tan C (2013) A wearable cognitive vision system for navigation assistance in indoor environment. In: Lee M, Hirose A, Hou ZG, Kil RM (eds) ICONIP (3), Lecture Notes in Computer Science, vol 8228, pp 249–257, Springer Li L, Wang GS, Goh W, Lim JH, Tan C (2013) A wearable cognitive vision system for navigation assistance in indoor environment. In: Lee M, Hirose A, Hou ZG, Kil RM (eds) ICONIP (3), Lecture Notes in Computer Science, vol 8228, pp 249–257, Springer
6.
go back to reference Xu Q, Li L, Lim JH, Tan C, Mukawa M, Wang G (2014) A wearable virtual guide for context-aware cognitive indoor navigation. In: Proceedings of MobileHCI 2014, p to be published Xu Q, Li L, Lim JH, Tan C, Mukawa M, Wang G (2014) A wearable virtual guide for context-aware cognitive indoor navigation. In: Proceedings of MobileHCI 2014, p to be published
7.
go back to reference Ishikawa T, Fujiwara H, Imai O, Okabe A (2008) Wayfinding with a gps-based mobile navigation system: a comparison with maps and direct experience. J Environ Psychol 28(1):74–82CrossRef Ishikawa T, Fujiwara H, Imai O, Okabe A (2008) Wayfinding with a gps-based mobile navigation system: a comparison with maps and direct experience. J Environ Psychol 28(1):74–82CrossRef
8.
go back to reference Mast V, Jian C, Zhekova D (2012) Elaborate descriptive information in indoor route instructions. In: The 34th annual meeting of the Cognitive Science Society, p to appear Mast V, Jian C, Zhekova D (2012) Elaborate descriptive information in indoor route instructions. In: The 34th annual meeting of the Cognitive Science Society, p to appear
9.
go back to reference Winter S (2003) Route adaptive selection of salient features. Springer Winter S (2003) Route adaptive selection of salient features. Springer
10.
go back to reference Winter S, Raubal M, Nothegger C (2004) Focalizing measures of salience for wayfinding. In: Meng L, Z. A., Reichenbacher T (eds) Map-based mobile services: theories, methods, and design implementations, pp 127–142. Springer Geosciences Winter S, Raubal M, Nothegger C (2004) Focalizing measures of salience for wayfinding. In: Meng L, Z. A., Reichenbacher T (eds) Map-based mobile services: theories, methods, and design implementations, pp 127–142. Springer Geosciences
11.
go back to reference Sorrows ME, Hirtle SC (1999) The nature of landmarks for real and electronic spaces. In: Spatial information theory. Cognitive and computational foundations of geographic information science, pp 37–50. Springer Sorrows ME, Hirtle SC (1999) The nature of landmarks for real and electronic spaces. In: Spatial information theory. Cognitive and computational foundations of geographic information science, pp 37–50. Springer
12.
go back to reference Carmi R, Itti L (2006) Visual causes versus correlates of attentional selection in dynamic scenes. Vision Res 46(26):4333–4345CrossRef Carmi R, Itti L (2006) Visual causes versus correlates of attentional selection in dynamic scenes. Vision Res 46(26):4333–4345CrossRef
13.
go back to reference Klippel A., Winter S (2005) Structural salience of landmarks for route directions. In: Spatial information theory, pp 347–362. Springer, Berlin Klippel A., Winter S (2005) Structural salience of landmarks for route directions. In: Spatial information theory, pp 347–362. Springer, Berlin
14.
go back to reference Wolbers T, Hegarty M (2010) What determines our navigational abilities? Trends Cognitive Sci 14(3):138–146CrossRef Wolbers T, Hegarty M (2010) What determines our navigational abilities? Trends Cognitive Sci 14(3):138–146CrossRef
15.
go back to reference May AJ, Ross T, Bayer SH, Tarkiainen MJ (2003) Pedestrian navigation aids: information requirements and design implications. Pers Ubiquitous Comp 7(6):331–338CrossRef May AJ, Ross T, Bayer SH, Tarkiainen MJ (2003) Pedestrian navigation aids: information requirements and design implications. Pers Ubiquitous Comp 7(6):331–338CrossRef
16.
go back to reference Ross T, May A, Thompson S (2004) The use of landmarks in pedestrian navigation instructions and the effects of context. In: Mobile Human-Computer Interaction-MobileHCI 2004, pp 300–304, Springer Ross T, May A, Thompson S (2004) The use of landmarks in pedestrian navigation instructions and the effects of context. In: Mobile Human-Computer Interaction-MobileHCI 2004, pp 300–304, Springer
17.
go back to reference Elias B, Paelke V (2008) User-centered design of landmark visualizations. In: Map-based mobile services, pp 33–56. Springer Elias B, Paelke V (2008) User-centered design of landmark visualizations. In: Map-based mobile services, pp 33–56. Springer
18.
go back to reference Caduff D, Timpf S (2008) On the assessment of landmark salience for human navigation. Cognitive process 9(4):249–267CrossRef Caduff D, Timpf S (2008) On the assessment of landmark salience for human navigation. Cognitive process 9(4):249–267CrossRef
19.
go back to reference Münzer S, Stahl C (2011) Learning routes from visualisations for indoor wayfinding: presentation modes and individual differences. Spatial Cognition Comp 11(4):281–312CrossRef Münzer S, Stahl C (2011) Learning routes from visualisations for indoor wayfinding: presentation modes and individual differences. Spatial Cognition Comp 11(4):281–312CrossRef
20.
go back to reference Nurmi P, Salovaara A., Bhattacharya S, Pulkkinen T, Kahl G (2011) Influence of landmark-based navigation instructions on user attention in indoor smart spaces. In: Proceedings of the 16th international conference on Intelligent user interfaces, pp 33–42, ACM Nurmi P, Salovaara A., Bhattacharya S, Pulkkinen T, Kahl G (2011) Influence of landmark-based navigation instructions on user attention in indoor smart spaces. In: Proceedings of the 16th international conference on Intelligent user interfaces, pp 33–42, ACM
21.
go back to reference Möller A, Diewald S, Roalter L, Stockinger T, Huitl R, Hilsenbeck S, Kranz M (2013) Navigating indoors using decision points. In: Moreno-Diaz R, Pichler F, Quesada-Arencibia A (eds) Computer Aided Systems Theory - EUROCAST 2013, vol 8112., Lecture Notes in Computer ScienceSpringer, Berlin Heidelberg, pp 450–457 Möller A, Diewald S, Roalter L, Stockinger T, Huitl R, Hilsenbeck S, Kranz M (2013) Navigating indoors using decision points. In: Moreno-Diaz R, Pichler F, Quesada-Arencibia A (eds) Computer Aided Systems Theory - EUROCAST 2013, vol 8112., Lecture Notes in Computer ScienceSpringer, Berlin Heidelberg, pp 450–457
22.
go back to reference Röser F, Krumnack A, Hamburger K, Knauff M (2012) A four factor model of landmark salience - a new approach. In: Proceedings of the 11th International Conference on Cognitive Modeling (ICCM), pp 82–87. Berlin Röser F, Krumnack A, Hamburger K, Knauff M (2012) A four factor model of landmark salience - a new approach. In: Proceedings of the 11th International Conference on Cognitive Modeling (ICCM), pp 82–87. Berlin
23.
go back to reference Montello D, Sas C (2006) Human factors of wayfinding in navigation, pp 2003–2008. CRC Press/Taylor & Francis, Ltd. Montello D, Sas C (2006) Human factors of wayfinding in navigation, pp 2003–2008. CRC Press/Taylor & Francis, Ltd.
24.
go back to reference Lovelace KL, Hegarty M, Montello DR (1999) Elements of good route directions in familiar and unfamiliar environments. In: Proceedings of the International Conference on Spatial Information Theory: cognitive and computational foundations of geographic information science, COSIT ’99, pp. 65–82. Springer, London. http://dl.acm.org/citation.cfm?id=646127.681068 Lovelace KL, Hegarty M, Montello DR (1999) Elements of good route directions in familiar and unfamiliar environments. In: Proceedings of the International Conference on Spatial Information Theory: cognitive and computational foundations of geographic information science, COSIT ’99, pp. 65–82. Springer, London. http://​dl.​acm.​org/​citation.​cfm?​id=​646127.​681068
25.
go back to reference Allen GL (2000) Principles and practices for communicating route knowledge. Appl Cogn Psychol 14(4):333–359CrossRef Allen GL (2000) Principles and practices for communicating route knowledge. Appl Cogn Psychol 14(4):333–359CrossRef
26.
go back to reference Sokal R, Rohlf F (1981) Biometry: the principles and practice of statistics in biological research. Freeman, New YorkMATH Sokal R, Rohlf F (1981) Biometry: the principles and practice of statistics in biological research. Freeman, New YorkMATH
27.
go back to reference Mast V, Jian C, Zhekova D (2012) Elaborate descriptive information in indoor route instructions. In: Proceedings of the 34th Annual Conference of the Cognitive Science Society. Cognitive Science Society, Austin Mast V, Jian C, Zhekova D (2012) Elaborate descriptive information in indoor route instructions. In: Proceedings of the 34th Annual Conference of the Cognitive Science Society. Cognitive Science Society, Austin
28.
go back to reference Ludwig B, Bienk S, Kattenbeck M, Müller M, Ohm C, Einmal M, Glaser T, Hackl M, Oreskovich M, Schubart L (2013) Do you recognize that building’s façade? KI 27(3):241–246 Ludwig B, Bienk S, Kattenbeck M, Müller M, Ohm C, Einmal M, Glaser T, Hackl M, Oreskovich M, Schubart L (2013) Do you recognize that building’s façade? KI 27(3):241–246
29.
go back to reference Sonntag D, Toyama T (2013) Vision-based location-awareness in augmented reality applications. In: 3rd Workshop on Location Awareness for Mixed and Dual Reality. International Conference on Intelligent User Interfaces (IUI-13), March 19–22, ACM Press, Santa Monica Sonntag D, Toyama T (2013) Vision-based location-awareness in augmented reality applications. In: 3rd Workshop on Location Awareness for Mixed and Dual Reality. International Conference on Intelligent User Interfaces (IUI-13), March 19–22, ACM Press, Santa Monica
Metadata
Title
Empirical Evidence for Context-aware Interfaces to Pedestrian Navigation Systems
Authors
Bernd Ludwig
Manuel Müller
Christina Ohm
Publication date
01-11-2014
Publisher
Springer Berlin Heidelberg
Published in
KI - Künstliche Intelligenz / Issue 4/2014
Print ISSN: 0933-1875
Electronic ISSN: 1610-1987
DOI
https://doi.org/10.1007/s13218-014-0333-0

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