Analyzing museum visitors' behavior patterns

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 4511 LNCS, Issue , 2007, Pages 238-246

  Zancanaro, Massimo ^b   Kuflik, Tsvi ^a   Boger, Zvi ^c,d   Goren Bar, Dina ^a   Goldwasser, Dan ^a  

^a UNIVERSITY OF HAIFA   (Israel)

^b ITC IRST   (Italy)

^c BEN GURION UNIVERSITY OF THE NEGEV   (Israel)

^d Industrial Neural Systems Ltd   (Israel)

Author keywords

[No Author keywords available]

Indexed keywords

INFORMATION THEORY; LEARNING SYSTEMS; MATHEMATICAL MODELS; MUSEUMS;

ETHNOGRAPHIC OBSERVATIONS; MUSEUM VISITORS; QUALITATIVE ANALYSIS;

BEHAVIORAL RESEARCH;

EID: 37249036020     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-73078-1_27     Document Type: Conference Paper

References (23)

1. Baus, J., Kray, C.: A Survey of Mobile Guides. Workshop on Mobile Guides. Mobile Human Computer Interaction '03 (2003)
2. Cheverst, K., Davies, N., Mitchell, K., Friday, A., Efstratiou, C.: Developing a Context-aware Electronic Tourist Guide: Some Issues and Experiences. In: The CHI 2000 Conference on Human factors in Computing Systems, pp. 17-24. The Hague, Netherlands (2000)
3. Oppermann, R., Specht, M.: A Context-Sensitive Nomadic Exhibition Guide. In: proceedings of Handheld and Ubiquitous Computing: Second International Symposium, HUC 2000, Bristol, UK, pp. 127-142 (September 2000)
4. Baus, J., Krüger, A., Wahlster, W.: A Resource-Adaptive Mobile Navigation System. In: Proceedings of the 7th International Conference on Intelligent User Interfaces. San Francisco, CA (2002)
5. Kuflik, T., Callaway, Goren-Bar, Rocchi, C., Stock, O., Zancanaro, M.: Non-Intrusive User Modelling for a Multimedia Museum Visitors Guide System. In: Proceedings of UM 2005, Tenth International Conference on User Modelling, Edinburgh (July 2005)
6. Petrelli, D., Not, E.: User-Centred Design of Flexible Hypermedia for a Mobile Guide: Reflections on the HyperAudio Experience. User Modeling and User-Adapted Interaction: The Journal of Personalization Research 15(3-4), 303-338 (2005) http://dx.doi.org/10.1007/s11257-005-8816-1
7. Sparacino, F.: The Museum Wearable: Real-Time Sensor-Driven Understanding of Visitors Interests for Personalized Visually-Augmented Museum Experiences. Museums and the Web, Boston, Massachusetts (2002)
8. Hatala, M., Wakkary, R.: Ontology-Based User Modeling in an Augmented Audio Reality System for Museums. User Modeling and User-Adapted Interaction. 15, 339-380 (2005)
9. Veron, E., Levasseur, M.: Ethnographie de l'exposition, Paris, Bibliothèque Publique d'Information, Centre Georges Pompidou (1983)
10. Marti, P., Rizzo, A., Petroni, L., Tozzi, G., Diligenti, M.: Adapting the Museum: A Non-intrusive User Modeling Approach. In: Proceedings of User Modeling Conference UM 99 (1999)
11. Not, E., Petrelli, D., Sarini, M., Stock, O., Strapparava, C., Zancanaro, M.: Hypernavigation in the Physical Space: Adapting Presentation to the User and to the Situational Context. The New Review of Hypermedia and Multimedia 4, 33-45 (1998)
12. Chittaro, L., Ieronutti, L.: A Visual Tool for Tracing Users' Behavior in Virtual Environments. In: Proceedings of the Working Conference on Advanced Visual Interfaces, Gallipoli, Italy, pp. 40-47 (2004)
13. Goren-Bar, D., Graziola, I., Pianesi, F., Zancanaro, M., Rocchi, C.: Innovative Approaches for Evaluating Adaptive Mobile Museum Guides. In: Stock, O., Zancanaro, M. (eds.) PEACH: Intelligent Interfaces for Museum Visits. Cognitive Technologies, Springer, Heidelberg (2006)
14. Stock, O., Zancanaro, M.: PEACH: Intelligent Interfaces for Museum Visits. In: Cognitive Technologies Series, Springer, Heidelberg (2006)
15. Boger, Z., Guterman, H.: Knowledge Extraction from Artificial Neural Networks Models. In: Proceedings of the IEEE International Conference on Systems Man and Cybernetics, SMC'97, Orlando, Florida, pp. 3030-3035 (October 1997)
16. Guterman, H.: Application of Principal Component Analysis to the Design of Neural Networks. Neural, Parallel and Scientific Computing 2, 43-54 (1994)
17. Boger, Z.: Who is Afraid of the Big Bad ANN? In: Proceedings of the International Joint Conference on Neural Networks IJCNN'02, Honolulu, pp. 2000-2005 (2002)
18. Boger, Z.: Finding Patients Clusters' Attributes by Auto-associative ANN Modeling. In: Proceedings of the International Joint Conference on Neural Networks IJCNN'03, Portland,OR, pp. 2643-2648 (2003)
19. Rutherford, A.: Introducing Anova and Ancova: A GLM Approach, SAGE (2001)
20. Bonferroni, C.E.: Teoria Statistica Delle Classi e Calcolo delle Probabilita, Pubblicazioni del R Istituto Superiore di Scienze Economiche e Commerciali di Firenze vol. 8, pp. 3-62 (1936)
21. MacQueen, J.: Some Methods for Classification and Analysis of Multivariate Observations. In: Proceedings of the 5th Berkeley Symposium, pp. 281-297 (1967)
22. Cohen, J.: A Coefficient of Agreement for Nominal Scales. Educational and Psychological Measurement 20, 37-46 (1960)
23. Landis, J.R., Koch, G.G.: The Measurement of Observer Agreement for Categorical Data. Biometrics 33, 159-174 (1977)