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The influence of personality factors on visitor attitudes towards adaptivity dimensions for mobile museum guides

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Abstract

In this work, we present a study on adaptation in a mobile museum guide, investigating the relationships between personality traits, and the attitudes towards some basic dimensions of adaptivity. Each participant was exposed to two simulated systems—one adaptive, the other not—on each of the dimensions investigated. The study showed that the personality traits relating to the notion of control (conscientiousness, neuroticism/emotional stability, Locus of Control) have a selective effect on the acceptance of the adaptivity dimensions.

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References

  • Abwod G.D., Mynatt E.D. (2000) Charting past, present and future research in ubiquitous computing. ACM Trans. Comp. Hum. Interact. 7(1): 41–57

    Google Scholar 

  • Agarwal R., Karahanna E. (2000) Time flies when you’re having fun: cognitive absorption and beliefs about information technology usage. MIS Q. 24(4): 665–694

    Article  Google Scholar 

  • Agarwal R., Prasad J. (1998) A conceptual and operational definition of personal innovativeness in the domain of information technology. Inf. Syst. Res. 9(2): 204–215

    Article  Google Scholar 

  • Agresti A. (2002) Categorical Data Analysis. John Wiley and Sons, New York

    MATH  Google Scholar 

  • Ajzen I. (1998). Attitude theory and the attitude–behavior relation. In: Krebs, Schmidt (eds). New Directions in Attitude Measurment. deGruyter, Berlin, pp. 41–57

    Google Scholar 

  • Alfaro I., Nardon M., Pianesi P., Stock O., Zancanaro M. (2004) Using cinematic techniques on mobile devices for cultural tourism. Inf. Technol. Tourism 7(2): 223–230

    Google Scholar 

  • Alpert S.R., Karat J., Karat C.-M., Brodie C., Vergo J.G. (2003) User attitudes regarding a user-adaptive eCommerce web site. User Model. User-Adap. Interact. 13(4): 373–396

    Article  Google Scholar 

  • Bandura A. (1977) Social Learning Theory. Prentice-Hall, Englewood Cliffs, N.J

    Google Scholar 

  • Bandura A. (1977) Self Efficacy: The Exercise of Control. W.H. Freeman, New York

    Google Scholar 

  • Baus, J., Krüger, A., Wahlster, W. A resource-adaptive mobile navigation system. In: Proceedings of the 7th International Conference on Intelligent User Interfaces (IUI’02), pp. 15–22. San Francisco, CA (2002)

  • Becker, P. The four-plus-X factor model as a framework for the description of normal and disordered personality. A pilot study. Trier Psuchol Berichte Band29, Heft 1. University of Trier (2002)

  • Bohnenberger, T., Jameson, A., Krueger, A., Butz, A. Location-aware shopping assistance: evaluation of a decision-theoretic approach, pp. 159–169. In: Proceedings of Mobile-HCI-02, Pisa, Italy (2002)

  • Brusilovsky, P. Adaptive hypermedia. User Model. User Adapt. Inter. Ten Year Anniversary Issue (Alfred Kobsa ed.) 11(1/2), 87–110 (2001)

  • Brusilovsky P., Maybury M.T. (2002) From adaptive hypermedia to the adaptive web. Commun. ACM. 45(5): 30–33

    Article  Google Scholar 

  • Brusilovsky P., Karagiannidis C., Sampson D. (2004) Layered evaluation of adaptive learning systems. Int. J. Continuing Eng. Educ. Lifelong Learn. 14(4/5): 402–421

    Article  Google Scholar 

  • Butz A. (2004) Between location awareness and aware locations: where to put the intelligence. Appl. Artif. Intell. (Special Issue on AI in Mobile Systems) 18(6): 501–512

    Google Scholar 

  • Cheverst K., Davies N., Mitchell K. (2002) The role of adaptive hypermedia within a context-aware tourist GUIDE. Commun. ACM (Special Issue on adaptive Web-based Systems and Adaptive Hypermedia) 45(5): 47–51

    Google Scholar 

  • Chin D.N. (2001) Empirical evaluation of user model and user-adaptive system. User Model User-Adap. Interact. 11(1–2): 181–194

    Article  MATH  Google Scholar 

  • Cigliano, E., Monaci, S. Multimuseum: a multichannel communication project for the National Museum of Cinema of Turin. In Proceedings of Museum and the Web 2003. Charlotte, NC, USA (last http://www.archimuse.com/mw2003/papers/monaci/monaci.html) (2003)

  • Costa, P.T., McCrae, R.R. NEO PI-R: professional manual. Psychological Assessment Resources. Odessa, FL (1992)

  • Craig A.R., Franklin J.A., Andrews G. (1984) A scale to measure locus of control of behaviour. Br. J. Med. Psychol. 41, 397–404

    Google Scholar 

  • Davis F.D. (1989) Perceived usefulness, perceived ease of use, and user acceptance of information technology. MIS Q. 13(3): 319–340

    Article  Google Scholar 

  • Davis F.D. (1993) User acceptance of information technology: system characteristics, user perceptions and behavioural impacts. Int. J. Man-Mach. Stud. 38(3): 475–587

    Article  Google Scholar 

  • De Raad B. (2000) The Big Five Personalità Factors: The Psycholexical Approach to Personalità. Hogrefe & Huber Publishers, Göttingen

    Google Scholar 

  • Digman J.M. (1997) Higher-order factors of the Big Five. J. Pers. Soc. Psychol. 73, 1246–1256

    Article  Google Scholar 

  • Farma, T., Cortinovis, I. Un questionario sul “locus of control”: suo utilizzo nel contesto Italiano (A questionnaire on the ‘locus of control”: its use in the Italian context). Ricerca in Psicoterapia, vol. 2, Edizioni La Vita Felice/Tempo Libro srl, Milano (2000)

  • Falaleeva, N.G., Johnson R.D. Influence of individual psychological traits on attribution toward computing technology. In: Proceedings of Eighth Americas Conference on Information Systems. ACIS 2002. Dalias, Texas, USA. pp. 1028–1033 (2002)

  • Gena C. (2005) Methods and techniques for the evaluation of user-adaptive systems. The Knowl. Eng. Rev. 20(1): 1–37

    Article  Google Scholar 

  • Gena C., Torre I. (2004) The importance of adaptivity to provide onboard services: a preliminary evaluation of an adaptive tourist information service onboard vehicles. Appl. Artif. Intell. (Special Issue on AI in Mobile Systems) 18(6): 549–580

    Google Scholar 

  • Giannoutsos, V. Stress, attitudes and personality in computing. In: Proceedings of ETHICOMP 2004, Syros, Gr. (2004)

  • Goren-Bar, D., Graziola, I., Rocchi, C., Pianesi, F., Stock, O., Zancanaro, M. Designing and redesigning an affective interface for an adaptive museum guide. In: Proceedings of Affective Computing and Intelligent Interaction: First International Conference, October 22–24, 2005, pp. 939–946 (2005a) Beijing, China

  • Goren-Bar, D., Graziola, I., Kuflik, T., Pianesi, F., Rocchi, C., Stock, O., Zancanaro, M. I like it: an affective interface for a multimodal museum guide. In: Proceedings of Workshop on Affective Interaction, January 9, pp. 21–26, San Diego, U.S.A. (2005b)

  • Grinter, R.E., Aoki, P.M., Hurst, A. Szymanski, M.H., Thornton, J.D., Woodruff, A. Revisiting the visit: understanding how technology can shape the museum visit. In: Proceedings of the ACM Conference on Computer Supported Cooperative Work, CSCW 2002, pp. 146–155. New Orleans, LA. (2002)

  • Heider F. (1957) The Psychology of Interpersonal Relations. Wiley, New York

    Google Scholar 

  • Hitzeman J., Mellish C., Oberiander J. (1997) Dynamic generation of museum web pages: The intelligent labelling explorer. Arch. Museum Inform. 11, 107–115

    Article  Google Scholar 

  • Horvitz, M. Principles of mixed-initiative user interfaces. In: Proceedings of CHI 99, ACM SIGCHI Conference on Human Factors in Computing Systems, Pittsburgh, pp. 159–166 PA, ACM Press. (1999)

  • Howard, P. The Owner’s Manual for the Brain. Bard Press, Austin, TX 1999 (2nd Edition), 2006 (3rd edition) (1994)

  • Howard P.J. (2000) The Owner’s Manual for the Brain: Everyday Applications from Mind-Brain Research. Bard Press, Austin, TX

    Google Scholar 

  • Hristova, N., O’Hare, G.M.P. Ad-me: wireless advertising adapted to the user location, device and emotions. In: Proceedings of the 37th Hawaii International Conference on System Sciences – 2004, vol. 9, p. 90285c (2004)

  • Jameson A. (2003). Adaptive interfaces and agents. In: Jacko J., Sears A. (eds). Human-Computer Interaction Handbook. Erlbaum, Mahwah, NJ, pp. 305–330

    Google Scholar 

  • Jameson, A., Schwarzkopf, E. Pros and cons of controllability: an empirical study. In: Brusilovsky, P., Conejo, E. (eds.) Adaptive Hypermedia and Adaptive Web-based Systems: Proceedings of AH2002, pp. 193–202 Malaga, Spain. (2002)

  • John O.P., Srivastava S. (1999). The big five trait taxonomy: history, measurement, and theoretical perspectives. In: Pervin L.A., John O.P. (eds). Handbook of Personality. Theory and Research. 2nd edn., Guilford, New York, pp. 102–138

    Google Scholar 

  • Johnson, R.D., Marakas, G.M., Palmer, J.W., Tool or social actor? Factors contributing to differential social attributions toward computing technology, University of Central Florida Working Paper, Orlando, FL (2001)

  • Johnson R.D., Marakas G.M., Palmer J.W. (2006) Differential social attributions toward computing technology: An empirical investigation. Int. J. Human-Comput. Stud. 64(5): 446–460

    Article  Google Scholar 

  • Kay J. (2001) Learner control. User Model. User-Adap. Interact. 11(1–2): 111–127

    Article  MATH  Google Scholar 

  • Kruger, A., Butz, A. Muller, Ch., Stahl, Ch., Wasinger, R., Steinberg, K.E., Dirschl, A.: The connected user interface: realizing a personal situated navigation service. In: Proceedings of Intelligent User Interfaces (IUI2004), pp. 161–168 Madeira, Portugal (2004)

  • Lester, C.Y., Brown, M. Proposing CAPS as a link in the bridge across the divide. In: Proceedings of Grace Hopper Celebration – Women in Computing 2004, Chicago (2004)

  • Marakas G.M., Johnson R.D., Palmer J.W. (2000) A theoretical model of differential social attributions toward computing technology: When the metaphor becomes the model. Int. J. Human-Comput. Stud. 52(4): 719–750

    Article  Google Scholar 

  • Mayes J.T., Fowler C.J.H. (1999) Learning technology and usability: a framework for understanding courseware. Interact. Comput. 11, 485–497

    Article  Google Scholar 

  • McCrae R.R., John O.P. An introduction to the five-factors model and its applications. J. Pers. 60, 175–215

  • Negroponte, N. Being Digital. Vintage Books (1995)

  • Nielsen, J. Paper versus computer implementations as mockup scenarios for heuristic evaluation. In: Proceedings of 3rd IFIP Conf. Human-Computer Interaction - INTERACT 90, 27–31 Aug, 1990, pp. 315–320 Cambridge, U.K. (1990)

  • Norman, D.A. The Invisible Computer. MIT Press, pp. 23–50, 185–202 (1998)

  • Oberlander, J., Mellish, C., O’Donnell, M., Knott, A. Exploring a gallery with intelligent labels. In: Proceedings of the Fourth International Conference on Hypermedia and Interactivity in Museums, pp. 153–161. Paris, September, (1997)

  • Oppermann, R., Specht, M. A context-sensitive nomadic information system as an exhibition guide. In: Proceedings of the Handheld and Ubiquitous Computing Second International Symposium, HUC 2000, pp. 127–142 Bristol, UK. (2000)

  • Petrelli, D., Not, E., Sarini, M., Stock, O., Strapparava, C., Zancanaro, M. HyperAudio: location-awareness  +  adaptivity. In: Proceedings of International Conference on Computer-Human Interaction CHI 99. pp. 21–22 Pittsburgh, Pennsylvania (1999)

  • Petrelli D., Not E. (2005) User-centred design of flexible hypermedia for a mobile guide: reflections on the hyperaudio experience. User Model. User-Adap. Interac. J. Personalization Res. 15(3–4): 303–338. http://dx.doi.org/10.1007/s11257–005–8816–1

    Article  Google Scholar 

  • Perugini M., Di Blas L. (2002). Analyzing personality-related adjectives from an eticemic perspective: the big five marker scales (BFMS) and the Italian AB5C taxonomy. In: De Raad B., Perugini M. (eds). Big Five Assessment. Hogrefe und Huber Publishers, Göttingen, pp. 281–304

    Google Scholar 

  • Preece J., Rogers Y., Sharp H. (2002) Interaction Design: Beyond Human-Computer Interaction. Wiley

  • Proctor, N., Tellis, C. The state of the art in museum handhelds in 2003. In: Proceedings of Museums and the Web. Charlotte, NC, U.S.A. (last http://www.archimuse.com/mw2003/papers/proctor/proctor.html) (2003)

  • Rocchi, C., Stock, O., Zancanaro, M., Kruppa, M., Krüger, A. The museum visit: generating seamless personalized presentations on multiple devices. In: Proceedings of Intelligent User Interfaces (IUI2004), pp. 316–318 Madeira, Portugal (2004)

  • Rocchi, C., Zancanaro, M. Rhetorical patterns for adaptive video documentaries. In: Proceedings of Adaptive Hypermedia Conference, pp. 324–327 Eindhoven, Holland (2004)

  • Rotter, J.B. Generalized expectancies for internal versus external control of reinforcement. Psychol. Monogr. 80 (1, Whole N. 609) (1966)

  • Sharifi, G., Vassileva, J., Deters, R. Seamless communication and access to information for mobile users in a wireless environment. In: Proceedings ICEIS2004 International Conference on Enterprise Information Systems, pp. 122–130 Porto (2004)

  • Shneiderman, B. Eight golden rules for interface design. In: Designing the User Interface, 3rd edn. Addison Wesley, U.S.A. (1998)

  • Totterdell P., Boyle E. (1990). The evaluation of adaptive systems. In: Browne D., Totterdell P., Norman M. (eds). Adaptive User Interfaces. Academic Press, London, pp. 161–194

    Google Scholar 

  • Virzi, R.A., Sokolov, J.L., Karis, D. Usability problem identification using both low- and high-fidelity prototypes. In: Proceedings of International Conference on Human Factors in Computing Systems – CHI’96. Vancouver, pp. 236–243 British Columbia, Canada (1996)

  • Wexelblat, A., Maes, P. Issues for Software Agent UI. Unpublished manuscript, available from http://wex.www.media.mit.edu/people/wex/. (1997).

  • Wicker A.W. (1969) Attitudes versus actions: the relationship of verbal and overt behavioral responses to attitude objects. J. Soc. Iss. 25, 41–78

    Article  Google Scholar 

  • Wiggins J.S. (1996) The Five-Factor Model of Personality. Guilford Press, New York, NY

    Google Scholar 

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Correspondence to Dina Goren-Bar.

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Goren-Bar, D., Graziola, I., Pianesi, F. et al. The influence of personality factors on visitor attitudes towards adaptivity dimensions for mobile museum guides. User Model User-Adap Inter 16, 31–62 (2006). https://doi.org/10.1007/s11257-006-9004-7

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