Navigation in Cyberspace Using Multi-Dimensional Scaling to Create Three-dimensional Navigational Maps

  • D. Schoder
Conference paper
Part of the Studies in Classification, Data Analysis, and Knowledge Organization book series (STUDIES CLASS)


This paper presents results regarding the performance of multidimensional scaling (MDS) when used to create three-dimensional navigation maps. MDS aims at reducing high-dimensional space into low-dimensional landscapes. Combined with browsers which are capable of visualizing three-dimensional object information by applying the conceptual basis of Virtual Reality Modeling Language (VRML), MDS opens new possibilities for cognitive receptive navigation. Web3D, a prototype implementation using MDS, reveals the potential of this idea.


Multidimensional Scaling Prototype Implementation Reference Document Virtual Reality Modeling Language Marketing Department 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.


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  1. BENFORD S., BOWERS, J., FAHLN, L.E., GREENHALGH, C., MARIANI, J. and RODDEN, T. (1995): Networked Virtual Reality and Cooperative Work. Presence: Teleoperators and Virtual Environments, 4 (4), 364–377.Google Scholar
  2. DIEHL, S. (1997): VRML (Das aktuelle Schlagwort), in: Informatik-Spektrum 20: 294–295.Google Scholar
  3. GIRARDIN, L. (1995): Cyberspace geography visualization - Mapping the World-Wide Web to help people find their way in cyberspace, heiwww. unige. ch/girardin/cgvGoogle Scholar
  4. GIRARDIN, L. (1997): Mapping the virtual geography of the World-Wide Web, cgv/www5/index.htmlGoogle Scholar
  5. HIPPNER, H., Meyer, M. and Wilde, K.D. (Eds.): Computer Based Marketing, Das Handbuch zur Marketinginformatik, vieweg, gabler, 1998.Google Scholar
  6. SALTON, G. (1989): Automatic text processing: The transformation, analysis, and retrieval of information by computer, Reading, Mass, Addison-Wesley.Google Scholar
  7. SCHODER, D., FINGER, J. and SCHATTENBERG, A.: The navigational system Web3D, technical report, Institut fr Informatik und Gesellschaft, Universität Freiburg, 1997.Google Scholar
  8. SHEPARD, R. N., ROMNEY, K. and NERLOVE, S.B. (Eds.) (1972): Multidimensional Scaling: Theory and Applications in the behavioral sciences (Volume I: Theory), New York, Seminar Press.Google Scholar

Copyright information

© Springer-Verlag Berlin · Heidelberg 1999

Authors and Affiliations

  • D. Schoder
    • 1
  1. 1.Institut für Informatik und Gesellschaft (IIG), Abt.Telematik, Universität FreiburgFreiburgGermany

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