Multipurpose Public Displays: Can Automated Grouping of Applications and Services Enhance User Experience?

s of the SIGCHI conference on Human Factors in ComputingSystems (pp. 3223–3228). New York, NY: ACM Press.Brooke, J. (1996). SUS: A quick and dirty usability scale. In P. W. Jordan,B. Thomas, B. A. Weerdmeester, & I. L. McClelland (Eds.), Usabilityevaluation in industry. London (pp. 189–194). UK: Taylor & Francis.Callahan, J., Hopkins, D., Weiser, M., & Shneiderman, B. (1998). An empir-ical comparison of pie vs. linear menus. In CHI 1998: Proceedings of theSIGCHI conference on Human Factors in Computing Systems (pp. 95–100).New York, NY: ACM Press.Chae, M., & Kim, J. (2004). Do size and structure matter to mobile users?An empirical study of the effects of screen size, information structure, andtask complexity on user activities with standard web phones. Behaviour andInformation Technology, 23, 165–181.Chen, S. Y., & Macredie, R. D. (2002). Cognitive style and hypermedia naviga-tion: Development of a learning model. Journal of the American Society forInformation Science and Technology, 53, 3–15.Churchill, E. F., Nelson, L., Denoue, L., & Girgensohn, A. (2003). The plasmaposter network: Posting multimedia content in public places. In INTERACT 2003: Proceedings of the 9th IFIP TC13 Conference on Human–ComputerInteraction (pp. 599–606). New York, NY: IOS Press.Clinch, S., Davies, N., Kubitza, T., & Schmidt, A. (2012). Designing appli-cation stores for public display networks. In PerDis 2012: Proceedings ofthe International Symposium on Pervasive Displays (Article 10). New York,NY: ACM Press.Cohen, J. (1992). A power primer. Psychological Bulletin, 112, 155–159.Congleton, B. (2007). Prospero—A “visual commons” framework for publicdisplays. [Summary project report].Danielson, D. R. (2003). Transitional volatility in web navigation. IT & Society,1, 131–158.Dix, A., Finlay, J., Abowd, G. D., & Beale, R. (2003). Human–computerinteraction. Englewood Cliffs, NJ: Prentice Hall.Field, A. P. (2009). Discovering statistics using SPSS. Thousand Oaks, CA:Sage.Geven, A., Sefelin, R., & Tscheligi, M. (2006). Depth and breadth awayfrom the desktop: the optimal information hierarchy for mobile use. In MobileHCI 2006: Proceedings of the 8th International Conference onHuman Computer Interaction with Mobile Devices and Services (pp.157–164). New York, NY: ACM Press.Hosio, S., Goncalves, J., & Kostakos, V. (2013). Application discoverabilityon multipurpose public displays: popularity comes at a price. In PerDis 2013: Proceedings of the 2nd ACM International Symposium on PervasiveDisplays (pp. 31–36). New York, NY: ACM Press.Hosio, S., Kukka, H., Jurmu, M., Ojala, T., & Riekki, J. (2010). Enhancinginteractive public displays with social networking services. MUM 2010: Proceedings of the 9th International Conference on Mobile and UbiquitousMultimedia (Article 23).Izadi, S., Brignull, H., Rodden, T., Rogers, Y., & Underwood, M. (2003).Dynamo: A public interactive surface supporting the cooperative sharingand exchange of media. In UIST 2003: Proceedings of the 26th ACMSymposium on User Interface Software and Technology (pp. 159–168). NewYork, NY: ACM Press.Jacko, J. A., Salvendy, G., & Koubek, R. J. (1995). Modelling of menu designin computerized work. Interacting with Computers, 7, 304–330.Jain, A. K., Murty, M. N., & Flynn, P. J. (1999). Data clustering: A review.ACM Computing Surveys, 31, 264–323.Jones, W., Pirolli, P., Card, S. K., Fidel, R., Gershon, N., Morville, P., . . .Russell, D. M. (2006). “It’s about the information stupid!”: Why weneed a separate field of human–information interaction. In CHI 2006: Ext. Abstracts of the SIGCHI conference on Human Factors in ComputingSystems (pp. 65–68). New York, NY: ACM Press.Katsanos, C., Tselios, N., & Avouris, N. (2008a). AutoCardSorter: designingthe information architecture of a web site using latent semantic analysis.In CHI 2008: Proceedings of the SIGCHI conference on Human Factors inComputing Systems (pp. 875–878). New York, NY: ACM Press.Katsanos, C., Tselios, N., & Avouris, N. (2008b). Automated semantic elabo-ration of web site information architecture. Interacting With Computers, 20,535–544.Downloadedby[OuluUniversityLibrary]at12:2931January2014 248C. KATSANOS ET AL. Katsanos, C., Tselios, N., & Avouris N. (2010a). Evaluating website naviga-bility: Validation of a tool-based approach through two eye-tracking userstudies. New Review of Hypermedia and Multimedia, 16, 195–214.Katsanos, C., Tselios, N., & Avouris N. (2010b). A survey of tools supportingdesign and evaluation of websites based on models of human informa-tion interaction. International Journal on Artificial Intelligence Tools, 19,755–781.Kaviani, N., Finke, M., Fels, S., Lea, R., &Wang;, H. (2009). What goes where?:Designing interactive large public display applications for mobile deviceinteraction. In ICIMCS 2009: Proceedings of the International Conferenceon Internet Multimedia Computing and Service (pp. 129–138). New York,NY: ACM Press.Kim, K., Jacko, J., & Salvendy, G. (2011). Menu design for computers and cellphones: Review and reappraisal. International Journal of Human–ComputerInteraction, 27, 383–404.Kostakos, V., Kukka, H., Goncalves, J., Tselios, N., & Ojala, T. (2013).Multipurpose public displays: How shortcut menus affect usage. IEEEComputer Graphics and Applications, 33, 50–57.Kostakos, V., & O’Neill, E. (2003). A directional stroke recognition tech-nique for mobile interaction in a pervasive computing world. In HCI 2003: Proceedings of the 10th International Conference on Human–ComputerInteraction (pp. 197–206). New York, NY: Springer Verlag.Kurtenbach, G., & Buxton, W. (1993). The limits of expert performanceusing hierarchical marking menus. In INTERCHI 1993: Proceedings of the INTERACT ’93 and CHI ’93 Conference on Human Factors in Computing(pp. 482–487). New York, NY: ACM Press.Landauer, T. K., & Dumais S. (2008). Latent semantic analysis. Scholarpedia,3, 43–56.Landauer, T. K., McNamara, D. S., Dennis, S., & Kintsch, W. (2007).Handbookof latent semantic analysis. New York, NY: Psychology Press.Larson, K., & Czerwinski, M. (1998). Web page design: implications of mem-ory, structure and scent for information retrieval. In CHI 1998: Proceedingsof the SIGCHI Conference on Human Factors in Computing Systems (pp.25–32). New York, NY: ACM Press.Ling, C., Hwang, W., & Salvendy, G. (2007). A survey of what customers wantin a cell phone design. Behaviour & Information Technology, 26, 149–163.McCarthy, J. F., Costa, T. J., & Liongosari, E. S. (2001). Unicast, out-cast & groupcast: Three steps toward ubiquitous, peripheral displays. In UBICOMP 2001: Ubiquitous Computing, Third International Conference(pp. 332–345). Berlin, Germany: Springer-Verlag.Miller, C. S., & Remington, R. W. (2004). Modeling information navigation:Implications for information architecture. Human–Computer Interaction,13, 225–271.Miller, D. P. (1981). The depth/breadth tradeoff in hierarchical computermenus. In HFES 1981: Proceedings of the 25th Annual Meeting of theHuman Factors and Ergonomics Society (pp. 296–300). Thousand Oaks,California: SAGE Publications.Morville, P. (2005). Ambient findability: What we find changes who we become.Sebastopol, CA: O’Reilly Media.Müller, J., Alt, F., Michelis, D., & Schmidt, A. (2010). Requirements and designspace for interactive public displays. In MULTIMEDIA 2010: Proceedingsof the ACM Multimedia Internation Conference (pp. 1285–1294). NewYork, NY: ACM Press.Muller, J., & Kruger, A. (2006). Towards situated public displays as multicastsystems. In UbiqUM 2006: Workshop on Ubiquitous User Modelling, the17th European Conference on Artificial Intelligence.Nacenta, M., Baudisch, P., Benko, H., &Wilson;, A. (2009). Separability of spa-tial manipulations in multi-touch interfaces. In ACM GI 2009: Proceedingsof the Graphics Interface 2009 Conference (pp. 175–182). Ontario, Canada:Canadian Information Processing Society.Ojala, T., Kostakos, V., Kukka, H., Heikkinen, T., Linden, T., Jurmu, M., . . .Zanni, D. (2012). Multipurpose interactive public displays in the wild: threeyears later. IEEE Computer, 45, 42–29.O’Neill, E., Kaenampornpan, M., Kostakos, V., Warr, A., & Woodgate, D.(2006). Can we do without GUIs? Gesture and speech interaction witha patient information system. Personal and Ubiquitous Computing, 10,269–283.Otter, M., & Johnson, H. (2000). Lost in hyperspace: Metrics and mentalmodels. Interacting with Computers, 13, 1–40.Patsula, P. J., Detenber, B. H., & Theng, Y.-L. (2010). Structure processing ofweb-based menus. International Journal of Human–Computer Interaction,26, 675–702.Pook, S., Lecolinet, E., Vaysseix, G., & Barillot, E. (2000). Control menus:execution and control in a single interactor. In CHI 2000: Ext. Abstractsof the SIGCHI conference on Human Factors in Computing Systems (pp.263–264). New York, NY: ACM Press.Resnick, M. L., & Sanchez, J. (2004). Effects of organizational scheme andlabeling on task performance in product-centered detail web sites. HumanFactors, 46, 104–117.Rooney, C., & Ruddle, R. (2012). Improving window manipulation and contentinteraction on high-resolution, wall-sized displays. International Journal ofHuman–Computer Interaction, 28, 423–432.Sinha, R., & Boutelle, B. (2004). Rapid information architecture prototyping. In DIS 2004: Proceedings of the Conference on Designing Interactive System(pp. 349–352). New York, NY: ACM Press.Smelcer, J. B., & Walker, N. (1993). Transfer of knowledge across computercommand menus. International Journal of Human–Computer Interaction,5, 147–165.Smith, P. A. (1996). Towards a practical measure of hypertext usability.Interacting with Computers, 8, 365–381.Toms, E. G. (2002). Information interaction: Providing a framework for infor-mation architecture. Journal of the American Society for InformationScience and Technology, 53, 855–862.Tselios, N., Katsanos, C., & Avouris N. (2009). Investigating the effect of hyper-link information scent on users’ interaction with a web site. In INTERACT 2009: Proceedings of the 12th IFIP TC13 Conference on Human–ComputerInteraction, LNCS 5727, Part II (pp. 138–142). Berlin, Germany: Springer-Verlag.Vogel, D., & Balakrishnan, R. (2004). Interactive public ambient displays:transitioning from implicit to explicit, public to personal, interactionwith multiple users. In UIST’04: Proceedings of the 17th annual ACMSymposium on User Interface Software and Technology (pp. 137–146). NewYork, NY: ACM Press.Witten, I. H., & Frank, E. (1999). Data mining: practical machine learningtools and techniques with java implementations. Burlington, MA: MorganKaufmann.