A neural network-based approach for user experience assessment

References

• Aladwani, A., and P. Palvia. 2002. “Developing and Validating an Instrument for Measuring User-Perceived Web Quality.” Information & Management 39 (6): 467–476. doi: 10.1016/S0378-7206(01)00113-6
   Web of Science ®Google Scholar
• Albuquerque, A., and A. Belchior. 2002. “E-Commerce Websites: A Qualitative Evaluation.” Proceedings of the 11th international WWW%20conference, Honolulu, HI, USA.
   Google Scholar
• Amanatiadis, Angelos, Konstantinos Drakatos, Loukas Tsironis, and Vassilis Moustakis. 2006. “Defining the Main Factors of Quality of Service in Mobile Telephony.” International conference on wireless and mobile communications, Bucharest, Romania, 23–23.
   Google Scholar
• Anderson, E., and V. Mittal. 2000. “Strengthening the Satisfaction-Profit Chain.” Journal of Service Research 3 (2): 107–120. doi: 10.1177/109467050032001
   Google Scholar
• Anderson, E., and M. Sullivan. 1993. “The Antecedents and Consequences of Customer Satisfaction for Firms.” Marketing Science 12 (2): 125–143. doi: 10.1287/mksc.12.2.125
   Web of Science ®Google Scholar
• Anderson, E., and M. Sullivan. 1993b. “The Antecedents and Consequences of Customer Satisfaction for Firms.” Marketing Science, 125–143. doi: 10.1287/mksc.12.2.125
   Web of Science ®Google Scholar
• Baumeister, Roy F., Ellen Bratslavsky, Catrin Finkenauer, and Kathleen D. Vohs. 2001. “Bad Is Stronger than Good.” Review of General Psychology 5 (4): 323–370. doi: 10.1037/1089-2680.5.4.323
   Google Scholar
• Behara, R., W. Fisher, and J. Lemmink. 2002. “Modelling and Evaluating Service Quality Measurement Using Neural Networks.” International Journal of Operations & Production Management 22 (10): 1162–1185. doi: 10.1108/01443570210446360
   Web of Science ®Google Scholar
• Berger, Charles, Robert Blauth, David Boger, Christopher Bolster, Gary Burchill, William DuMouchel, Fred Pouliot, et al. 1993. “Kano's Methods for Understanding Customer-Defined Quality.” Center for Quality Management Journal 2 (4): 3–35.
   Google Scholar
• Brickman, P., and D. Campbell. 1971. “Hedonic Relativism and Planning the Good Society.” In Adaptation Level Theory: A Symposium, edited by M. H. Appley, 287–302. New York: Academic Press.
   Google Scholar
• Cheung, C., and M. Lee. 2005. “The Asymmetric Effect of Website Attribute Performance on Satisfaction: An Empirical Study.” Proceedings of the Hawaii international conference on system sciences, Big Island, HI, USA, 175–175.
   Google Scholar
• Chin, W., and M. Lee. 2000. “A Proposed Model and Measurement Instrument for the Formation of Is Satisfaction: The Case of End-User Computing Satisfaction.” Proceedings of the international conference on information systems, Brisbane, Australia, 553–563.
   Google Scholar
• David, James P., Peter J. Green, Rene Martin, and Jerry Suls. 1997. “Differential Roles of Neuroticism, Extraversion, and Event Desirability for Mood in Daily Life: An Integrative Model of Top-Down and Bottom-Up Influences.” Journal of Personality and Social Psychology 73 (1): 149–159. doi: 10.1037/0022-3514.73.1.149
   PubMed Web of Science ®Google Scholar
• Davies, F., L. Moutinho, and B. Curry. 1996. “ATM User Attitudes: A Neural Network Analysis.” Marketing Intelligence & Planning 14 (2): 26–32. doi: 10.1108/02634509610110778
   Google Scholar
• Dedeke, A. 2000. “A Conceptual Framework for Developing Quality Measures for Information Systems.” Proceedings of the 2000 international conference on information quality (MIT IQ conference), Cambridge, MA, USA, 126–128.
   Google Scholar
• DeLone, W., and E. McLean. 1992. “Information Systems Success: The Quest for the Dependent Variable.” Information Systems Research 3 (1): 60–95. doi: 10.1287/isre.3.1.60
   Web of Science ®Google Scholar
• DeLone, W., and E. McLean. 2002. “Information Systems Success Revisited.” Proceedings of the 35th annual Hawaii international conference on system sciences, HICSS 2002, Big Island, HI, USA, 2966–2976.
   Google Scholar
• Diener, Randy J. Larsen, Steven Levine, and Robert A. Emmons.Ed, 1985. “Intensity and Frequency: Dimensions Underlying Positive and Negative Affect.” Journal of Personality and Social Psychology 48 (5): 1253–1265. doi: 10.1037/0022-3514.48.5.1253
   PubMed Web of Science ®Google Scholar
• Doll, W., and G. Torkzadeh. 1988. “The Measurement of End-User Computing Satisfaction.” MIS Quarterly 12 (2): 259–274. doi: 10.2307/248851
   Web of Science ®Google Scholar
• Fornell, C., and D. Larcker. 1981. “Evaluating Structural Equation Models with Unobservable Variables and Measurement Error.” Journal of Marketing Research 18 (1): 39–50. doi: 10.2307/3151312
   Web of Science ®Google Scholar
• Furnell, S., and T. Karweni. 1999. “Security Implications of Electronic Commerce: A Survey of Consumers and Businesses.” Internet Research 9 (5): 372–382. doi: 10.1108/10662249910297778
   Web of Science ®Google Scholar
• Gefen, D. 2002. “Customer Loyalty in E-Commerce.” Journal of the Association for Information Systems 3 (1): 27–51.
   Google Scholar
• Granger, C. 1993. “Strategies for Modelling Nonlinear Time-Series Relationships.” The Economic Record 69 (3): 233–238. doi: 10.1111/j.1475-4932.1993.tb02103.x
   Web of Science ®Google Scholar
• Hassenzahl, M., and N. Tractinsky. 2006. “User Experience – A Research Agenda.” Behaviour & Information Technology 25 (2): 91–97. doi: 10.1080/01449290500330331
   Web of Science ®Google Scholar
• Hassoun, M. 1995. Fundamentals of Artificial Neural Networks. Cambridge, MA: MIT Press.
   Google Scholar
• Hertzberg, F., B. Mausner, and B. Snyderman. 1959. The Motivation to Work. New York: John Wiley & Sons.
   Google Scholar
• Huang, K., Y. Lee, and R. Wang. 1998. Quality Information and Knowledge. Upper Saddle River, NJ: Prentice Hall PTR.
   Google Scholar
• Huang, T., and F. Fu. 2009. “Understanding User Interface Needs of E-Commerce Web Sites.” Behaviour & Information Technology 28 (5): 461–469. doi: 10.1080/01449290903121378
   Web of Science ®Google Scholar
• Janda, S., P. Trocchia, and K. Gwinner. 2002. “Consumer Perceptions of Internet Retail Service Quality.” International Journal of Service Industry Management 13 (5): 412–431. doi: 10.1108/09564230210447913
   Google Scholar
• Kalakota, R., and A. Whinston. 1996. Frontiers of Electronic Commerce. Redwood City, CA: Addison Wesley Longman.
   Google Scholar
• Kano, Noriaki, Nobuhiko Seraku, Fumio Takahashi, and Shinichi Tsuji. 1984. “Attractive Quality and Must-Be Quality.” The Journal of the Japanese Society for Quality Control 14 (2): 39–48.
   Google Scholar
• Khalifa, M., and V. Liu. 2002. “Satisfaction with Internet-Based Services: The Role of Expectations and Desires.” International Journal of Electronic Commerce 7 (2): 31–49.
   Web of Science ®Google Scholar
• Kim, S., T. Shaw, and H. Schneider. 2003. “Website Design Benchmarking Within Industry Groups.” Internet Research: Electronic Networking Applications and Policy 13 (1): 17–26. doi: 10.1108/10662240310458341
   Web of Science ®Google Scholar
• Kincl, T., and P. Štrach. 2012. “Measuring Website Quality: Asymmetric Effect of User Satisfaction.” Behaviour & Information Technology 31 (7): 647–657. doi: 10.1080/0144929X.2010.526150
   Web of Science ®Google Scholar
• Lee, Yang W., Diane M. Strong, Beverly K. Kahn, and Richard Y. Wang. 2002. “AIMQ: A Methodology for Information Quality Assessment.” Information & Management 40 (2): 133–146. doi: 10.1016/S0378-7206(02)00043-5
   Web of Science ®Google Scholar
• Lin, H., and G. Lee. 2006. “Determinants of Success for Online Communities: An Empirical Study.” Behaviour & Information Technology 25 (6): 479–488. doi: 10.1080/01449290500330422
   Web of Science ®Google Scholar
• Lindgaard, Gitte, Gary Fernandes, Cathy Dudek, and Judith Brown. 2006. “Attention Web Designers: You Have 50 Milli-seconds to Make a Good First Impression!” Behaviour & Information Technology 25 (2): 115–126. doi: 10.1080/01449290500330448
   Web of Science ®Google Scholar
• Lowry, Paul Benjamin, Trent Spaulding, Taylor Wells, Greg Moody, Kevin Moffit, and Sebastian Madariaga. 2006. “A Theoretical Model and Empirical Results Linking Website Interactivity and Usability Satisfaction.” Proceedings of the Hawaii international conference on system sciences, Kauai, HI, USA. Vol, 6, 123–123.
   Google Scholar
• Lu, M., and W. Yeung. 1998. “A Framework for Effective Commercial Web Application Development.” Internet Research 8 (2): 166–173. doi: 10.1108/10662249810211638
   Web of Science ®Google Scholar
• Madu, C., and A. Madu. 2002. “Dimensions of E-Quality.” International Journal of Quality and Reliability Management 19 (3): 246–258. doi: 10.1108/02656710210415668
   Google Scholar
• McKinney, Vicki, Kanghyun Yoon, and Fatemeh Mariam Zahedi. 2002. “The Measurement of Web-Customer Satisfaction: An Expectation and Disconfirmation Approach.” Information Systems Research 13 (3): 296–315. doi: 10.1287/isre.13.3.296.76
   Web of Science ®Google Scholar
• Mittal, V., W. Ross, and P. Baldasare. 1998. “The Asymmetric Impact of Negative and Positive Attribute-Level Performance on Overall Satisfaction and Repurchase Intentions.” Journal of Marketing 62 (1): 33–47. doi: 10.2307/1251801
   Web of Science ®Google Scholar
• Möller, B., C. Brezing, and D. Unz. 2012. “What Should a Corporate Website Look Like? The Influence of Gestalt Principles and Visualisation in Website Design on the Degree of Acceptance and Recommendation.” Behaviour & Information Technology 31 (7): 739–751. doi: 10.1080/0144929X.2011.642893
   Web of Science ®Google Scholar
• Nguyen, D., and B. Widrow. 1990. “Improving the Learning Speed of 2-Layer Neural Networks by Choosing Initial Values of the Adaptive Weights.” Proceedings of the international joint conference on neural networks, San Diego, CA, USA, 21–26.
   Google Scholar
• Nielsen, J. 1999. “User Interface Directions for the Web.” Communications of the ACM 42 (1): 65–72. doi: 10.1145/291469.291470
   Web of Science ®Google Scholar
• Novak, T., D. Hoffman, and Y. Yung. 2000. “Measuring the Customer Experience in Online Environments: A Structural Modeling Approach.” Marketing Science 19 (1): 22–42. doi: 10.1287/mksc.19.1.22.15184
   Web of Science ®Google Scholar
• Nunnally, J. 1979. “Psychometric Theory.” Applied Psychological Measurement 3 (2): 279–280.
   Google Scholar
• Oliva, T., R. Oliver, and W. Bearden. 1995. “The Relationships Among Consumer Satisfaction, Involvement, and Product Performance: A Catastrophe Theory Application.” Behavioral Science 40 (2): 104–132. doi: 10.1002/bs.3830400203
   Google Scholar
• Oliver, R. 1977. “Effect of Expectation and Disconfirmation on Postexposure Product Evaluations: An Alternative Interpretation.” Journal of Applied Psychology 62 (4): 480–486. doi: 10.1037/0021-9010.62.4.480
   Web of Science ®Google Scholar
• Palmer, J. 2002. “Website Usability, Design, and Performance Metrics.” Information Systems Research 13 (2): 151–167. doi: 10.1287/isre.13.2.151.88
   Web of Science ®Google Scholar
• Palmer, J., and D. Griffith. 1998. “Information Intensity: A Paradigm for Understanding Website Design.” Journal of Marketing Theory and Practice 6 (3): 38–42.
   Google Scholar
• Prakash, A., R. Mohanty, and S. Kallurkar. 2011. “Service Quality Modelling for Life Insurance Business Using Neural Networks.” International Journal of Productivity and Quality Management 7 (3): 263–286. doi: 10.1504/IJPQM.2011.039348
   Google Scholar
• Preece, J. 2001. “Sociability and Usability in Online Communities: Determining and Measuring Success.” Behaviour & Information Technology 20 (5): 347–356. doi: 10.1080/01449290110084683
   Web of Science ®Google Scholar
• Radosevich, L. 1997. “Fixing Web-Site Usability.” InfoWorld 19 (50): 81–82.
   Google Scholar
• Rai, A., S. Lang, and R. Welker. 2002. “Assessing the Validity of Is Success Models: An Empirical Test and Theoretical Analysis.” Information Systems Research 13 (1): 50–69. doi: 10.1287/isre.13.1.50.96
   Web of Science ®Google Scholar
• Ranganathan, C., and S. Ganapathy. 2002. “Key Dimensions of Business-to-Consumer Websites.” Information & Management 39 (6): 457–465. doi: 10.1016/S0378-7206(01)00112-4
   Web of Science ®Google Scholar
• Rice, M. 1997. “What Makes Users Revisit a Website.” Marketing News 31 (6): 12–13.
   Google Scholar
• Rumelhart, David E., Geoffrey E. Hinton, and Ronald J. Williams. 1985. “Learning Internal Representations by Error Propagation.” DTIC Document. http://oai.dtic.mil/oai/oai?verb=getRecord&metadataPrefix=html&identifier=ADA164453
   Google Scholar
• Schenkman, B., and F. Jönsson. 2000. “Aesthetics and Preferences of Web Pages.” Behaviour & Information Technology 19 (5): 367–377. doi: 10.1080/014492900750000063
   Web of Science ®Google Scholar
• Sørum, H., K. Andersen, and R. Vatrapu. 2012. “Public Websites and Human–Computer Interaction: An Empirical Study of Measurement of Website Quality and User Satisfaction.” Behaviour & Information Technology 31 (7): 697–706. doi: 10.1080/0144929X.2011.577191
   Web of Science ®Google Scholar
• Spreng, R., S. Mackenzie, and R. Olshavsky. 1996. “A Reexamination of the Determinants of Consumer Satisfaction.” Journal of Marketing 60 (3): 15–32. doi: 10.2307/1251839
   Web of Science ®Google Scholar
• Stewart, T. 2012. “Websites – Quality and Usability.” Behaviour & Information Technology 31 (7): 645–646. doi: 10.1080/0144929X.2012.707372
   Web of Science ®Google Scholar
• Suh, K., S. Kim, and J. Lee. 1994. “End User's Disconfirmed Expectations and the Success of Information Systems.” Information Resources Management Journal 7 (4): 30–30.
   Google Scholar
• Sundar, S., S. Kalyanaraman, and J. Brown. 2003. “Explicating Website Interactivity: Impression Formation Effects in Political Campaign Sites.” Communication Research 30 (1): 30–59. doi: 10.1177/0093650202239025
   Web of Science ®Google Scholar
• Sutcliffe, A., and A. Namoun. 2012. “Predicting User Attention in Complex Web Pages.” Behaviour & Information Technology 31 (7): 679–695. doi: 10.1080/0144929X.2012.692101
   Web of Science ®Google Scholar
• Teo, Hock-Hai, Lih-Bin Oh, Chunhui Liu, and Kwok-Kee Wei. 2003. “An Empirical Study of the Effects of Interactivity on Web User Attitude.” International Journal of Human–Computer Studies 58 (3): 281–305. doi: 10.1016/S1071-5819(03)00008-9
   Web of Science ®Google Scholar
• Tsai, C.F.., and Y. H. Lu. 2009. “Customer Churn Prediction by Hybrid Neural Networks.” Expert Systems with Applications 36 (10): 12547–12553. doi: 10.1016/j.eswa.2009.05.032
   Web of Science ®Google Scholar
• Turban, E., and D. Gehrke. 2000. “Determinants of E-Commerce Website.” Human Systems Management 19 (2): 111–120.
   Google Scholar
• Vail, M., J. Earp, and A. Anton. 2008. “An Empirical Study of Consumer Perceptions and Comprehension of Website Privacy Policies.” IEEE Transactions on Engineering Management 55 (3): 442–454. doi: 10.1109/TEM.2008.922634
   Web of Science ®Google Scholar
• Waite, K., and T. Harrison. 2002. “Consumer Expectations of Online Information Provided by Bank Websites.” Journal of Financial Services Marketing 6 (4): 309–322. doi: 10.1057/palgrave.fsm.4770061
   Google Scholar
• Warkentin, Merrill, David Gefen, Paul A. Pavlou, and Gregory M. Rose. 2002. “Encouraging Citizen Adoption of e-Government by Building Trust.” Electronic Markets 12 (3): 157–162. doi: 10.1080/101967802320245929
   Google Scholar
• Weinberg, B. 2000. “Don't Keep Your Internet Customers Waiting too Long at the (Virtual) Front Door.” Journal of Interactive Marketing 14 (1): 30–39. doi: 10.1002/(SICI)1520-6653(200024)14:1<30::AID-DIR3>3.0.CO;2-M
   Google Scholar
• West, P. M., P. L. Brockett, and L. L. Golden. 1997. “A Comparative Analysis of Neural Networks and Statistical Methods for Predicting Consumer Choice.” Marketing Science 16 (4): 370–391. doi: 10.1287/mksc.16.4.370
   Web of Science ®Google Scholar
• Wray, B., A. Palmer, and D. Bejou. 1994. “Using Neural Network Analysis to Evaluate Buyer–Seller Relationships.” European Journal of Marketing 28 (10): 32–48. doi: 10.1108/03090569410075777
   Google Scholar
• Xiao, L., and S. Dasgupta. 2002. “Measurement of User Satisfaction with Web-based Information Systems: An Empirical Study.” Proceedings of the eighth Americas conference on information systems, Dallas, TX, USA, 1149–1155.
   Google Scholar
• Yao, X. 1999. “Evolving Artificial Neural Networks.” Proceedings of the IEEE 87 (9): 1423–1447. doi: 10.1109/5.784219
   Web of Science ®Google Scholar
• Yi, Y. 1990. “A Critical Review of Consumer Satisfaction in Review of Marketing.” Review of Marketing 4 (1): 68–123.
   Google Scholar
• Zhang, Ping, Ruth V. Small, Gisela M. von Dran, and Silvia Barcellos. 1999. “Websites that Satisfy Users: A Theoretical Framework for Web User Interface Design and Evaluation.” Proceedings of the Hawaii international conference on system sciences, Maui, HI, USA, Vol. 32, 1–8.
   Google Scholar