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Lecture 7 Knowledge and Decision: Cognitive Science and Human–Computer Interaction

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Biomedical Informatics

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Abstract

At the end of the seventh lecture, you…

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References

  • Ables AZ, Nagubilli R (2010) Prevention, recognition, and management of serotonin syndrome. Am Fam Phys 81(9):1139

    Google Scholar 

  • Atkinson RC, Shiffrin RM (1971) The control processes of short-term memory (Technical report 173, April 19, 1971). Institute for Mathematical Studies in the Social Sciences, Stanford University, Stanford

    Google Scholar 

  • Ayed BM, Ltifi H, Kolski C, Alimi AM (2010) A user-centered approach for the design and implementation of KDD-based DSS: a case study in the healthcare domain. Decis Support Syst 50:64–78

    Article  Google Scholar 

  • Baddeley A (1981) The concept of working memory: a view of its current state and probable future development. Cognition 10(1–3):17–23

    Article  Google Scholar 

  • Bayes M, Price M (1763) An essay towards solving a problem in the doctrine of chances. Phil Trans 53:370–418

    Article  Google Scholar 

  • Boyer EW, Shannon M (2005) The serotonin syndrome. N Engl J Med 352(11):1112–1120

    Article  Google Scholar 

  • Bretthorst GL (1990) An introduction to parameter estimation using Bayesian probability theory. In: Fougère P (ed) Maximum entropy and Bayesian methods. Springer, Netherlands, pp 53–79

    Chapter  Google Scholar 

  • Cowan N (1988) Evolving conceptions of memory storage, selective attention, and their mutual constraints within the human information-processing system. Psychol Bull 104(2):163

    Article  Google Scholar 

  • D’esposito M, Detre JA, Alsop DC, Shin RK, Atlas S, Grossman M (1995) The neural basis of the central executive system of working memory. Nature 378(6554):279–281

    Article  Google Scholar 

  • Deming WE (1994) The new economics. MIT Press, Cambridge, MA

    Google Scholar 

  • Gigerenzer G (2008) Gut feelings: short cuts to better decision making. Penguin, London

    Google Scholar 

  • Gigerenzer G, Gaissmaier W (2011) Heuristic decision making. In: Fiske ST, Schacter DL, Taylor SE (eds) Annual review of psychology, vol 62. Annual Reviews, Palo Alto, pp 451–482

    Google Scholar 

  • Hersh W (2010) Information retrieval: a health and biomedical perspective. Springer, New York

    Google Scholar 

  • Holzinger A (2002) Multimedia basics, volume 2: Learning. Cognitive basics of multimedia information systems. Laxmi-Publications, New Delhi

    Google Scholar 

  • Holzinger A (2010) Process guide for students for interdisciplinary work in computer science/informatics, 2nd edn. BoD, Norderstedt

    Google Scholar 

  • Kintsch W (1994) Text comprehension, memory, and learning. Am Psychol 49(4):294

    Article  Google Scholar 

  • Kohn LT, Corrigan JM, Donaldson MS (1999) To err is human: building a safer health system. The Institute of Medicine, Washington, DC

    Google Scholar 

  • Ledley RS, Lusted LB (1959) Reasoning foundations of medical diagnosis. Science 130(3366):9–21

    Article  Google Scholar 

  • Mcneil BJ, Keeler E, Adelstein SJ (1975) Primer on certain elements of medical decision making. N Engl J Med 293(5):211–215

    Article  Google Scholar 

  • Miller GA (1956) The magical number seven, plus or minus two: some limits of our capacity for processing information. Psychol Rev 63:81–97

    Article  Google Scholar 

  • Norman G (2005) Research in clinical reasoning: past history and current trends. Med Educ 39(4):418–427

    Article  Google Scholar 

  • Pawlak Z (1982) Rough sets. Int J Comput Inform Sci 11(5):341–356

    Article  MATH  MathSciNet  Google Scholar 

  • Pawlak Z, Grzymala-Busse J, Slowinski R, Ziarko W (1995) Rough sets. Commun ACM 38(11):88–95

    Article  Google Scholar 

  • Peterson W, Birdsall T, Fox W (1954) The theory of signal detectability. Proc IRE Prof Group Inform Theory 4(4):171–212

    Article  MathSciNet  Google Scholar 

  • Popper K (2005) Logik der Forschung. Mohr, Tübingen

    Google Scholar 

  • Quinette P, Guillery B, Desgranges B, De La Sayette V, Viader F, Eustache F (2003) Working memory and executive functions in transient global amnesia. Brain 126(9):1917–1934

    Article  Google Scholar 

  • Rothschild JM, Landrigan CP, Cronin JW, Kaushal R, Lockley SW, Burdick E, Stone PH, Lilly CM, Katz JT, Czeisler CA (2005) The Critical Care Safety Study: the incidence and nature of adverse events and serious medical errors in intensive care. Crit Care Med 33(8):1694

    Article  Google Scholar 

  • Salem ABM (2007) Case based reasoning technology for medical diagnosis. Proc World Acad Sci Eng Technol 25:9–13

    Google Scholar 

  • Schenkman M, Deutsch JE, Gill-Body KM (2006) An integrated framework for decision making in neurologic physical therapist practice. Phys Ther 86(12):1681–1702

    Article  Google Scholar 

  • Schraw G, Lehman S (2001) Situational interest: a review of the literature and directions for future research. Educ Psychol Rev 13(1):23–52

    Article  Google Scholar 

  • Sharit J (2006) Human Error. In: Salvendy G (ed) Handbook of human factors and ergonomics, 3rd edn. Wiley, Hoboken, NJ, pp 708–760

    Chapter  Google Scholar 

  • Shewhart WA (1958) Nature and origin of standards of quality. Bell Syst Tech J 37(1):1–22

    Article  Google Scholar 

  • Shortliffe EH (2011) Biomedical informatics: defining the science and its role in health professional education. In: Holzinger A, Simonic K-M (eds) Information quality in e-Health. Lecture notes in computer science LNCS 7058. Springer, Heidelberg, pp 711–714

    Google Scholar 

  • Simon HA (1974) How big is a chunk? Science 183:482–488

    Article  Google Scholar 

  • Simon HA (1979) Rational decision making in business organizations. Am Econ Rev 69:493–513

    Google Scholar 

  • Skowron A, Grzymala-Busse J (1994) From rough set theory to evidence theory. In: Yager R, Fedrizzi M, Kasprzyk J (eds) Advances in the Dempster-Shafer theory of evidence. Wiley, New York

    Google Scholar 

  • Sweller J (1988) Cognitive load during problem solving: effects on learning. Cognit Sci 12(2):257–285

    Article  Google Scholar 

  • Tanner WP Jr, Swets JA (1954) A decision-making theory of visual detection. Psychol Rev 61(6):401

    Article  Google Scholar 

  • Tsumoto S (2006) Pawlak rough set model, medical reasoning and rule mining. In: Greco S, Hata Y, Hirano S, Inuiguchi M, Miyamoto S, Nguyen H, Slowinski R (eds) Rough sets and current trends in computing. Springer, Berlin, pp 53–70

    Chapter  Google Scholar 

  • Tversky A, Kahneman D (1974) Judgment under uncertainty: heuristics and biases. Science 185(4157):1124–1131

    Article  Google Scholar 

  • Van Der Sluis F, Van Den Broek E (2010) Modeling user knowledge from queries: introducing a metric for knowledge. In: An A, Lingras P, Petty S, Huang R (eds) Active media technology. Springer, Berlin, pp 395–402

    Chapter  Google Scholar 

  • Van Gerven MAJ, Taal BG, Lucas PJF (2008) Dynamic Bayesian networks as prognostic models for clinical patient management. J Biomed Inf 41(4):515–529

    Article  Google Scholar 

  • Wickens C, Lee J, Liu Y, Gordon-Becker S (2004) Introduction to human factors engineering, 2nd edn. Prentice-Hall, Upper Saddle River, NJ

    Google Scholar 

  • Wickens CD (1984) Engineering psychology and human performance. Charles Merrill, Columbus, OH

    Google Scholar 

  • Xie S, Helfert M, Lugmayr A, Heimgärtner R, Holzinger A (2013) Influence of organizational culture and communication on the successful implementation of information technology in hospitals. In: Rau PLP (ed) Cross-cultural design. Cultural differences in everyday life, lecture notes in computer science, LNCS 8024. Springer, Berlin, pp 165–174

    Google Scholar 

  • Yu Y, Crumiller M, Knight B, Kaplan E (2010) Estimating the amount of information carried by a neuronal population. Front Comput Neurosci 4:1–10

    MATH  Google Scholar 

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Authors and Affiliations

  1. Medical University Graz and Graz University of Technology, Graz, Austria

    Andreas Holzinger

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  1. Andreas Holzinger
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Holzinger, A. (2014). Lecture 7 Knowledge and Decision: Cognitive Science and Human–Computer Interaction. In: Biomedical Informatics. Springer, Cham. https://doi.org/10.1007/978-3-319-04528-3_7

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  • DOI: https://doi.org/10.1007/978-3-319-04528-3_7

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-04527-6

  • Online ISBN: 978-3-319-04528-3

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