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The Psychology of Programming
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Transcript of The Psychology of Programming
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The Psychology of Programming
“Summer colours” by Beshef. Shared under Crea;ve Commons 2.0
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Dr. Sallyann Freudenberg
“Summer colours” by Beshef. Shared under Crea;ve Commons 2.0
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HBO movie trailer
Temple at Google 1
Temple at Google 2
Dr. Temple Grandin
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Empirical evidence
• Au;sm occurs more oIen in families of physicists, engineers and mathema;cians Baron-‐Cohen et al (1998)
• Mothers of au;s;c kids are more likely to work in highly technical occupa;ons -‐ Windham et al (2009)
• Significantly more au;sm in children in IT rich regions -‐ Roelfsema et al (2011)
• ASD students more likely to choose STEM subjects – Wei et al (2003)
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Different types of Thinker
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Historical Studies of Programmers “My mouse isn’t working right” by Nina Ma]hews Photography. Shared under Crea;ve Commons 2.0.
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Chunking
“Lost Ba]le?” by Elvind Barstad Waaler, shared under Crea;ve Commons 2.0
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Beacons
“Peggy’s Lights Up” by Dennis Jarvis via Crea;ve Commons 2.0
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Schema
“Time passages” by Robert S. Donovan. Shared under Crea;ve Commons 2.0
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Counter schema Count := 0;
Count := Count + 1;
Sum schema
Sum := 0;
Sum := Sum + number;
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BEGIN Sum := 0; Count := 0;
REPEAT READLN(number); IF number <> 99999 THEN BEGIN Sum := Sum + number Count := Count + 1 END; UNTIL number = 99999
………………
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BEGIN Sum := 0; Count := 0;
REPEAT READLN(number); IF number <> 99999 THEN BEGIN Sum := Sum + number Count := Count + 1 END; UNTIL number = 99999
………………
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“58.365” by Romana Klee. Shared under Crea;ve Commons 2.0
Hierarchical Decomposi;on
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Tacit knowledge
Image by epSos.de shared under Crea;ve Commons 2.0
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Confirma;on Bias
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*
Formal Representa;ons
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Informal Representa;ons
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“Photography, memory and mental models” by Kevin Dooley. Shared under Crea;ve Commons 2.0
Temple Grandin
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“Photography, memory and mental models” by Kevin Dooley. Shared under Crea;ve Commons 2.0
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*Wallis (1926)
Prepara;on, incuba;on, illumina;on, verifica;on*
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Luminarium
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Things that limit crea;vity
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Cara Turner, Scrum Gathering Berlin, 2014
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Things that foster crea;vity
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Cara Turner, Scrum Gathering Berlin, 2014
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Distributed cogni;on*
*”Cogni;on in the Wild” by Ed Hutchins
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Peripheral Awareness
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Legi;mate Peripheral Par;cipa;on*
*Lave & Wenger
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Thank you
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“Au;sm occurs more oIen in families of physicists, engineers, and mathema;cians”, Baron-‐Cohen S., Bolton P., Wheelwright S., Scahill V., Short L., Mead G., and Smith A. in Au;sm, 1998, p.296-‐301
“Au;sm spectrum disorders in rela;on to parental occupa;on in technical fields”, Windham GC1, Fessel K, Grether JK., Official Journal for the Interna;onal Society for Au;sm Research, 2009 Aug;2(4), p.183-‐91.
“Are au;sm spectrum condi;ons more prevalent in an informa;on-‐technology region? A school-‐based study of three regions in the Netherlands”, Roelfsema, Mar;ne T.; Hoekstra, Rosa A.; Allison, Carrie; Wheelwright, Sally; Brayne, Carol; Ma]hews, Fiona E. and Baron-‐Cohen, Simon (2012). Journal of Au;sm and Developmental Disorders, 42(5) pp. 734–739.
“The Au;s;c Brain: Thinking across the spectrum”, Dr. Temple Grandin and Richard Panek. Published by Houghton Mifflin 2013.
“The magical number seven, plus or minus two: Some limits on our capacity for processing informa;on”. Miller G.A. (1956), Psychological Review 63(2): 81-‐97.
“Percep;on in chess”, Chase, W. and Simon, H.A., (1973). Cogni;ve Psychology 4, p.55-‐81.
"Chunks: A Basis for Complexity Measurement”. J.S. Davis (1984), Informa;on Processing and management, Vol. 20, nos. 1-‐2, p.119-‐127.
“Towards a theory of the comprehension of computer programs”, Brooks, R. (1983), Interna;onal Journal of Man-‐Machine Studies, 18, p.543-‐554.
“SoIware Design: Cogni;ve Aspects”, De;enne, F (2002). Published by Springer.
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“Characterizing the program design ac;vity, neither strictly top-‐down nor globally opportunis;c” – Davies (1991). Behaviour and Informa;on Technology 10(3).
“Developing the a]tributes of medical professional judgement and competence: a review of the literature”, Eraut, M. and Du Boulay, B. (2000), Cogni;ve Sciences Research Paper 518, University of Sussex.
“When mental models go wrong: co-‐occurrences in dynamic, cri;cal systems”, Besnard, D., Greathead, D., Baxter, G. (2004). Interna;onal Journal for Human-‐Computer Studies 60. p117-‐128. (Kegworth air disaster).
“Formality in sketches and visual representa;on: Some informal reflec;ons”, Blackwell, A.F., Church, L., Plimmer, B. and Gray, D. (2008) Workshop at VL/HCC 2008, p.11-‐18.
“Mental imagery in program design and visual programming”, Petre M. and Blackwell (1999), A.F., Interna;onal Journal of Human-‐Computer Studies 51(1), p.7-‐30.
“The Art of Thought”, Wallas, G., (1926), Published by Jonathan Cape.
“Cogni;on in the Wild”, Ed Hutchins (1996), Published by MIT Press.
“Pair Programming and the re-‐appropria;on of individual tools for collabora;ve soIware development”, Bryant, S., Romero, P., Du Boulay, B., (2006), Proceedings of the 2006 conference on Coopera;ve Systems Design, p.55-‐70.
“Situated Learning: Legi;mate Peripheral Par;cipa;on”, Lave, J. and Wenger E., (1991). Published by University of Cambridge Press.