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Original Articles

Modeling and Predicting Mobile Phone Touchscreen Transcription Typing Using an Integrated Cognitive Architecture

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References

  • Anderson, J. R., Bothell, D., Byrne, M. D., Douglass, S., Lebiere, C., & Qin, Y. (2004). An integrated theory of the mind. Psychological Review, 111(4), 1036–1060. doi:10.1037/0033-295X.111.4.1036
  • Byrne, M. D., & Anderson, J. R. (1998). Perception and action. In J. R. Anderson & C. Lebiere (Eds.), The atomic components of thought (pp. 167–200). Mahwah, NJ: Lawrence Erlbaum.
  • Cao, S., & Liu, Y. (2012). An integrated cognitive architecture for cognitive engineering applications. Proceedings of the Human Factors and Ergonomics Society Annual Meeting, 56(1), 323–327. doi:10.1177/1071181312561075
  • Cao, S., & Liu, Y. (2013). Queueing network-adaptive control of thought rational (QN-ACTR): An integrated cognitive architecture for modelling complex cognitive and multi-task performance. International Journal of Human Factors Modelling and Simulation, 4(1), 63–86. doi:10.1504/IJHFMS.2013.055790
  • Card, S. K., Moran, T. P., & Newell, A. (1980). The keystroke-level model for user performance time with interactive systems. Communicable ACM, 23(7), 396–410. doi:10.1145/358886.358895
  • Card, S. K., Moran, T. P., & Newell, A. (1983). The psychology of human–computer interaction. Hillsdale, NJ: Lawrence Erlbaum Associates.
  • Fitts, P. M. (1954). The information capacity of the human motor system in controlling the amplitude of movement. Journal of Experimental Psychology, 47(6), 381–391. doi:10.1037/h0055392
  • Gentner, D. R. (1983). The acquisition of typewriting skill. Acta Psychologica, 54(1–3), 233–248. doi:10.1016/0001-6918(83)90037-9
  • Greene, K. K., & Gallagher, M. A. (2014). Support for ACT-R modeling of elliptical endpoint error distributions in mobile touchscreen 2-D Fitts’ Law tasks. Human–Computer Interaction, 7, 91–139.
  • Greene, K. K., & Tamborello, F. (2013). Initial ACT-R extensions for user modeling in the mobile touchscreen domain. In Robert L. West & Terrence C. Stewart (eds.), Proceedings of the 12th international conference on cognitive modeling, Carleton University, Ottawa, Canada
  • He, J., Chaparro, A., Nguyen, B., Burge, R. J., Crandall, J., Chaparro, B., … Cao, S. (2014). Texting while driving: Is speech-based text entry less risky than handheld text entry? Accident Analysis & Prevention, 72(0), 287–295. doi:10.1016/j.aap.2014.07.014
  • Hoggan, E., Brewster, S. A., & Johnston, J. (2008). Investigating the effectiveness of tactile feedback for mobile touchscreens. In Mary Czerwinski and Arnie Lund (eds.), Proceedings of the SIGCHI conference on human factors in computing systems (pp. 1573–1582). New York, NY, USA: ACM. doi:10.1145/1357054.1357300
  • Holleis, P., Otto, F., Hussmann, H., & Schmidt, A. (2007). Keystroke-level model for advanced mobile phone interaction. In Mary Beth Rosson (ed), Proceedings of the SIGCHI conference on human factors in computing systems (pp. 1505–1514). New York, NY, USA: ACM. doi:10.1145/1240624.1240851
  • Horrey, W. J., & Wickens, C. D. (2004). Driving and side task performance: The effects of display clutter, separation, and modality. Human Factors: the Journal of the Human Factors and Ergonomics Society, 46(4), 611–624. doi:10.1518/hfes.46.4.611.56805
  • James, C. L., & Reischel, K. M. (2001). Text input for mobile devices: Comparing model prediction to actual performance. In Julie Jacko and Andrew Sears (eds.), Proceedings of the SIGCHI conference on human factors in computing systems (pp. 365–371). New York, NY, USA: ACM. doi:10.1145/365024.365300
  • John, B. E. (1996). TYPIST: A theory of performance in skilled typing. Human–Computer Interaction, 11(4), 321–355. doi:10.1207/s15327051hci1104_2
  • John, B. E., & Kieras, D. E. (1996). The GOMS family of user interface analysis techniques: Comparison and contrast. ACM Transactions on Computer–Human Interaction, 3(4), 320–351. doi:10.1145/235833.236054
  • Keith, N., & Ericsson, K. A. (2007). A deliberate practice account of typing proficiency in everyday typists. Journal of Experimental Psychology. Applied, 13(3), 135–145. doi:10.1037/1076-898X.13.3.135
  • Kieras, D. E., & Meyer, D. E. (1997). An overview of the EPIC architecture for cognition and performance with application to human–computer interaction. Human–Computer Interaction, 12(4), 391–438. doi:10.1207/s15327051hci1204_4
  • Liu, Y. (1996). Queueing network modeling of elementary mental processes. Psychological Review, 103(1), 116–136. doi:10.1037/0033-295X.103.1.116
  • Liu, Y. (1997). Queueing network modeling of human performance of concurrent spatial and verbal tasks. IEEE Transactions on Systems Man Cybernetics, 27(2), 195–207. doi:10.1109/3468.554682
  • Liu, Y. (2007). Queuing network modeling of mental architecture, response time, and response accuracy: Reflected multidimensional diffusions. In Frank E. Ritter (ed), Proceedings of the 2007 international conference on cognitive modeling, Pennsylvania State University University Park, PA, USA
  • Liu, Y., Feyen, R., & Tsimhoni, O. (2006). Queueing Network-Model Human Processor (QN-MHP): A computational architecture for multitask performance in human–machine systems. ACM Transactions on Computer-Human Interaction, 13(1), 37–70. doi:10.1145/1143518
  • Liu, Y., Wu, C., & Berman, M. G. (2012). Computational neuroergonomics. Neuroergonomics: the Human Brain in Action and at Work, 59(1), 109–116.
  • Logan, G. D., & Crump, M. J. C. (2009). The left hand doesn’t know what the right hand is doing: The disruptive effects of attention to the hands in skilled typewriting. Psychological Science, 20(10), 1296–1300. doi:10.1111/j.1467-9280.2009.02442.x
  • MacKenzie, I. S., Nonnecke, R. B., McQueen, J. C., Riddersma, S., & Meltz, M. (1994). A comparison of three methods of character entry on pen-based computers. Proceedings of the Human Factors and Ergonomics Society Annual Meeting, 38(4), 330–334. doi:10.1177/154193129403800430
  • MacKenzie, I. S., & Soukoreff, R. W. (2002a). A model of two-thumb text entry. In Proceedings of Graphics Interface, 2002, 117–124.
  • MacKenzie, I. S., & Soukoreff, R. W. (2002b). Text entry for mobile computing: Models and methods,theory and practice. Human–Computer Interaction, 17(2 & 3), 147–198.
  • MacKenzie, I. S., & Zhang, S. X. (1999). The design and evaluation of a high-performance soft keyboard. In Marian G. Williams and Mark W. Altom (eds.), Proceedings of the SIGCHI conference on human factors in computing systems (pp. 25–31). Pittsburgh, Pennsylvania, USA: ACM.
  • Reed, M. P., & Green, P. A. (1999). Comparison of driving performance on-road and in a low-cost simulator using a concurrent telephone dialling task. Ergonomics, 42(8), 1015–1037. doi:10.1080/001401399185117
  • Salthouse, T. A. (1984). Effects of age and skill in typing. Journal of Experimental Psychology: General, 113(3), 345–371. doi:10.1037/0096-3445.113.3.345
  • Salthouse, T. A. (1985). Anticipatory processing in transcription typing. Journal of Applied Psychology, 70(2), 264–271. doi:10.1037/0021-9010.70.2.264
  • Salthouse, T. A. (1986). Perceptual, cognitive, and motoric aspects of transcription typing. Psychological Bulletin, 99(3), 303–319. doi:10.1037/0033-2909.99.3.303
  • Salthouse, T. A., & Scott, J. (1987). Multiple spans in transcription typing. Journal of Applied Psychology, 72(2), 187–196. doi:10.1037/0021-9010.72.2.187
  • Salvucci, D. D. (2005). A multitasking general executive for compound continuous tasks. Cognitive Science, 29(3), 457–492. doi:10.1207/s15516709cog0000_19
  • Silfverberg, M., MacKenzie, I. S., & Korhonen, P. (2000). Predicting text entry speed on mobile phones. In Thea Turner and Gerd Szwillus (eds.), Proceedings of the SIGCHI conference on human factors in computing systems (pp. 9–16). New York, NY, USA: ACM.
  • St. Amant, R., Goodwin, P. R., Domınguez, I., & Roberts, D. L. (2015). Toward expert typing in ACT-R. In Niels Taatgen, Marieke van Vugt, Jelmer Borst, & Katja Mehlhorn (eds.), Proceedings of the 2015 international conference on cognitive modeling (pp. 232–237).
  • Turner, C. J., Chaparro, B. S., & He, J. (2017). Text input on a smartwatch QWERTY keyboard: Tap vs. Trace. International Journal of Human–Computer Interaction, 33(2), 143–150. doi:10.1080/10447318.2016.1223265
  • Wu, C., & Liu, Y. (2007). Queuing network modeling of driver workload and performance. IEEE Transactions on Intelligent Transportation Systems, 8(3), 528–537. doi:10.1109/TITS.2007.903443
  • Wu, C., & Liu, Y. (2008). Queuing network modeling of transcription typing. ACM Transactions on Computer–Human Interaction, 15(1), 6:1–6: 45. doi:10.1145/1352782.1352788

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