Using space windowing for a preliminary analysis of complex time data in human component system studies. Examples with eye-tracking in advertising and car/head movements in driving

Information Sciences

Volumn 178, Issue 19, 2008, Pages 3645-3664

  Loslever, P ^a   Simon, P ^a   Rousseau, F ^a   Popieul, J C ^a  

^a UNIVERSITÉ DE VALENCIENNES   (France)

Author keywords

Advertising; Car driving; Correspondence analysis; Data meaning; Exploratory statistics; Eye movement; Fuzzy windowing; Information; Membership value table; Time analysis; Vigilance

Indexed keywords

ADMINISTRATIVE DATA PROCESSING; EYE MOVEMENTS; FINANCIAL DATA PROCESSING; FUZZY LOGIC; LEARNING SYSTEMS; STATISTICAL METHODS;

ANALYSIS PATH; BODY MOVEMENTS; DATA ANALYSIS; ELSEVIER (CO); EMPIRICAL STUDIES; EYE-TRACKING; FUZZY SPACE; GENERAL (CO); HEAD MOVEMENTS; HUMAN SYSTEMS; MULTI FACTORS; MULTIDIMENSIONAL SIGNALING; MULTIPLE CORRESPONDENCE ANALYSIS (MCA); NUMBER OF DATA (ND); PHYSICAL MEASUREMENTS; PHYSIOLOGICAL MEASUREMENTS; PRELIMINARY ANALYSIS; PRINCIPAL COMPONENTS; QUANTITATIVE VARIABLES; SIMULATED DATA; SYSTEM COMPONENTS;

PRINCIPAL COMPONENT ANALYSIS;

EID: 47849125659     PISSN: 00200255     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ins.2008.05.037     Document Type: Article

References (28)

1. Allen R.L., and Mills D.W. Signal Time Analysis, Frequency, Scale and Structure (2004), Wiley-IEEE
2. Andrade A., Kyberd P., and Nasuto S. The application of the Hilbert spectrum to the analysis of electromyographic signals. Information Sciences 178 (2008) 2176-2193
3. Anscombe F.J. Graphs in statistical analysis. American Statistician 27 (1973) 17-21
4. H. Barreau, Temps, In: Encyclopaedia Universalis, Paris, 1989.
5. Benzecri J.P. Correspondence Analysis Handbook (1992), Marcel Dekker, New York
6. Berbari E.J. Principles of electrocardiography. In: Bronzino J.D. (Ed). The Biomedical Engineering Handbook (2000), CRC Press, New York
7. Cox T. The recognition and measurement of stress: conceptual and methodological issues. In: Wilson J.R., and Corlett E.N. (Eds). Evaluation of Human Work (1990), Taylor & Francis, London
8. Duchowski A.T. Eye tracking methodology. Theory and Practice (2003), Springer, London
9. Gottman J.M., and Roy A.K. Sequential analysis. A Guide for Behavioral Researchers (1990), Cambridge University Press, Cambridge
10. Haccou P., and Meelis E. Statistical Analysis of Behavioral Data: An Approach Based on Time-Structured Models (1992), Oxford University Press, Oxford
11. Hung M.-C., Huang M.-L., Yang D.-L., and Hsueh N.-L. Efficient approaches for materialized views selection in A data warehouse. Information Sciences 177 (2007) 1333-1348
12. Jobson J.D. Applied Multivariate Data Analysis, Volume II: Categorical and Multivariate Methods (1992), Springer, New York
13. Kilbom A. Measurement and assessment of dynamic work. In: Wilson J.R., and Corlett E.N. (Eds). Evaluation of Human Work (1990), Taylor & Francis, London
14. Kowler E. The role of visual and cognitive processes in the control of eye movement. In: Kowler E. (Ed). Eye Movements and Their Role in Visual and Cognitive Processes (1990), Elsevier, Amsterdam
15. Ladin Z. Three dimensional instrumentation. In: Allard P., Stokes I., and Blanchi J.P. (Eds). Three Dimensional Analysis of Human Movement (1995), Human Kinetics Champaign
16. Legay J.M. Quelques réflexions sur le plan expérimental. Statistique et analyse de données 11 (1986) 51-57
17. Mead R. The Design of Experiments: Statistical Principles for Practical Application (1988), Cambridge University Press
18. Neuman M.R. Physical measurements. In: Bronzino J.D. (Ed). The Biomedical Engineering Handbook (2000), CRC Press, New York
19. Nishisato S. Multidimensional Nonlinear Descriptive Analysis (2006), CRC press, Chapman & Hall, New York
20. Rayner K. Eye movements in reading and information processing: 20 years of research. Psychological Bulletin 124 (1998) 372-422
21. Stammer R.B., Carey M.S., and Astley J.A. Task analysis. In: Wilson J.R., and Corlett E.N. (Eds). Evaluation of Human Work (1990), Taylor & Francis, London
22. Stevens S.S. Scaling: A Sourcebook for Behavioral Scientists (1974), Aldine Publishing Co., Chicago
23. Tufte E.R. Envisioning Information (1983), Graphic press, Cheshire, Connecticut
24. Tufte E.R. The Visual Display of Visual Information (1990), Graphic press, Cheshire, Connecticut
25. Walliser B. Systèmes et modèles, Introduction critique à l'analyse des systèmes (1977), Ed. Seuil, Paris
26. Wolff A., and O'Driscoll G.A. Motor deficits and schizophrenia: the evidence from neuroleptic-nai{dotless}̈ve patients and populations at risk. Journal of Psychiatry Neurosciences 24 (1999) 304-314
27. Yager R., and Filev D. Summarizing data using a similarity based mountain method. Information Sciences 178 (2008) 816-826
28. Zhou S.-M., Gan J.Q., and Sepulveda F. Classifying mental tasks based on features of higher-order statistics from EEG signals in brain-computer interface. Information Sciences 178 (2008) 1629-1640