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number representation




 “The way we do arithmetic is intimately related to the way we represent
 the numbers we deal with.”
                                         Donald Knuth, TAOCP Vol. II, p.195
number representation




         0, 1, 2, 3, ...
number representation




         0, 1, 2, 3, ...
         “zero”, “one”, “two”, “three”, ...
number representation




         0, 1, 2, 3, ...
         “zero”, “one”, “two”, “three”, ...
         0 = ∅, 1 = {∅}, 2 = {{∅}}, ...
number representation




         0, 1, 2, 3, ...
         “zero”, “one”, “two”, “three”, ...
         0 = ∅, 1 = {∅}, 2 = {{∅}}, ...
         0 = ∅, 1 = {∅}, 2={∅,{∅}}, ...
number representation




         0, 1, 2, 3, ...
         “zero”, “one”, “two”, “three”, ...
         0 = ∅, 1 = {∅}, 2 = {{∅}}, ...
         0 = ∅, 1 = {∅}, 2={∅,{∅}}, ...
cognitive accounts of number representation
cognitive accounts of number representation

have to allow for what we actually do
with numbers in daily life, e.g.:

- mental arithmetic

- strategic decomposition




            Mental Calculations.
            Nikolay Bogdanov-Belsky. 1895.
cognitive accounts of number representation
cognitive accounts of number representation


 - we do not have every number (infinite instances) represented

 - instead, we have procedures to generate them and operate with them
      So whenever we face a number symbol, we know what can be done with it
positional number systems
A trivial counter
A base-notation counter
A base-notation counter
A base-notation counter
A base-notation counter


 State 1: increases digits, goes left
 if 9

 State 2: finalizes, goes right till
 “–“
A base-notation counter


 State 1: increases digits, goes left
                                        ●   number symbols,
 if 9
                                        ●   position expansion,
                                        ●   carry-over,
 State 2: finalizes, goes right till
                                        ●   the special role of zero
 “–“




                                        The crucial point with base
                                        notation is the repeated
                                        application of “increasing digits”
                                        at different positions.
A quaternary base-notation counter
question


 - how do people learn to “orient themselves” in systems like base notation?

 - how do they “really” blend concepts in doing so?

 - what strategies do they use to cope with problems?
the experiments


 - 12 qualitative case studies (video and tablet recordings)

 - quantitative online study (so far 58 subjects)
the qualitative studies


  - 30-40 min. sessions

  - interview situation (as little guidance as possible, as much as necessary)

  - let the subjects construct their own solutions (if possible)

  - “obfuscated” quaternary system, using symbols {A,B,C,D}
the qualitative studies


           A
           B
           C
           D
          BA
          BB


  1. “What comes next?”

  2. “Why?”
the qualitative studies


         A
         B
         C
         D
        BA
        BB
       (...)
        BAA


        B°B→C
        C°B→D
        D ° C → BB

        BB ° B → ?
the qualitative studies
the qualitative studies


  “big problems”:

  - missing AA's

  - order of variation in multiple digit sequences (BAA → BBA, BAA → BAB, …)

  - A = 1? (0-omitting habit)
the quantitative study


  - investigate problems people had in the case studies (corroborate qualitative
  analysis)

  - 20-30 min. online experiment

  - “supervised” control group
the quantitative study
the quantitative study
the quantitative study
the quantitative study
preliminary results from the quantitative study


  - in general, performance was good (in successors, antecedents, continuations)

  - rating was inconclusive

  - The “A-problem” was abundant
A few explanations




- „A = 0 B = 1 C = 2 D = 3 Rechnen Base 4“

- „base(4) = { A, B, C, D }; erster Stellenübertrag verwendet B statt A, das macht mich
wahnsinnig... ansonsten wie normale Zahlenbasis.“

- „polyadisches System, mit den Zeichen Zeichen B, C, D, mit Ausnahme, an rechtester
Stelle fängt es immer mit dem Zusatzzeichen A an.“
A few explanations




- „Die Reihenfolge beruht auf dem Alphabet nur bis zum Buchstaben D nach D wiederholt
sich die Reihenfolge wieder wenn D erscheint verändert sich der vorherige Buchstabe zum
darauffolgenden“

- „bei A anfangen und bis D durchzählen, danach macht man ein B vor das A und zählt damit
durch bis D dann ein C und so weiter nach dem D kommt ein BA vor die Ursprungsfolge.”

- „Die Folge ist in Viererbloecken organisiert. Ganz rechts sind immer die Buchstaben A bis
D. Links werden immer blockweise die Buchstaben B bis D angefuegt. Dazwischen die
Buchstaben A bis D.”

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Cogmath count

  • 2. number representation “The way we do arithmetic is intimately related to the way we represent the numbers we deal with.” Donald Knuth, TAOCP Vol. II, p.195
  • 3. number representation 0, 1, 2, 3, ...
  • 4. number representation 0, 1, 2, 3, ... “zero”, “one”, “two”, “three”, ...
  • 5. number representation 0, 1, 2, 3, ... “zero”, “one”, “two”, “three”, ... 0 = ∅, 1 = {∅}, 2 = {{∅}}, ...
  • 6. number representation 0, 1, 2, 3, ... “zero”, “one”, “two”, “three”, ... 0 = ∅, 1 = {∅}, 2 = {{∅}}, ... 0 = ∅, 1 = {∅}, 2={∅,{∅}}, ...
  • 7. number representation 0, 1, 2, 3, ... “zero”, “one”, “two”, “three”, ... 0 = ∅, 1 = {∅}, 2 = {{∅}}, ... 0 = ∅, 1 = {∅}, 2={∅,{∅}}, ...
  • 8. cognitive accounts of number representation
  • 9. cognitive accounts of number representation have to allow for what we actually do with numbers in daily life, e.g.: - mental arithmetic - strategic decomposition Mental Calculations. Nikolay Bogdanov-Belsky. 1895.
  • 10. cognitive accounts of number representation
  • 11. cognitive accounts of number representation - we do not have every number (infinite instances) represented - instead, we have procedures to generate them and operate with them So whenever we face a number symbol, we know what can be done with it
  • 17. A base-notation counter State 1: increases digits, goes left if 9 State 2: finalizes, goes right till “–“
  • 18. A base-notation counter State 1: increases digits, goes left ● number symbols, if 9 ● position expansion, ● carry-over, State 2: finalizes, goes right till ● the special role of zero “–“ The crucial point with base notation is the repeated application of “increasing digits” at different positions.
  • 20. question - how do people learn to “orient themselves” in systems like base notation? - how do they “really” blend concepts in doing so? - what strategies do they use to cope with problems?
  • 21. the experiments - 12 qualitative case studies (video and tablet recordings) - quantitative online study (so far 58 subjects)
  • 22. the qualitative studies - 30-40 min. sessions - interview situation (as little guidance as possible, as much as necessary) - let the subjects construct their own solutions (if possible) - “obfuscated” quaternary system, using symbols {A,B,C,D}
  • 23. the qualitative studies A B C D BA BB 1. “What comes next?” 2. “Why?”
  • 24. the qualitative studies A B C D BA BB (...) BAA B°B→C C°B→D D ° C → BB BB ° B → ?
  • 26. the qualitative studies “big problems”: - missing AA's - order of variation in multiple digit sequences (BAA → BBA, BAA → BAB, …) - A = 1? (0-omitting habit)
  • 27. the quantitative study - investigate problems people had in the case studies (corroborate qualitative analysis) - 20-30 min. online experiment - “supervised” control group
  • 32. preliminary results from the quantitative study - in general, performance was good (in successors, antecedents, continuations) - rating was inconclusive - The “A-problem” was abundant
  • 33. A few explanations - „A = 0 B = 1 C = 2 D = 3 Rechnen Base 4“ - „base(4) = { A, B, C, D }; erster Stellenübertrag verwendet B statt A, das macht mich wahnsinnig... ansonsten wie normale Zahlenbasis.“ - „polyadisches System, mit den Zeichen Zeichen B, C, D, mit Ausnahme, an rechtester Stelle fängt es immer mit dem Zusatzzeichen A an.“
  • 34. A few explanations - „Die Reihenfolge beruht auf dem Alphabet nur bis zum Buchstaben D nach D wiederholt sich die Reihenfolge wieder wenn D erscheint verändert sich der vorherige Buchstabe zum darauffolgenden“ - „bei A anfangen und bis D durchzählen, danach macht man ein B vor das A und zählt damit durch bis D dann ein C und so weiter nach dem D kommt ein BA vor die Ursprungsfolge.” - „Die Folge ist in Viererbloecken organisiert. Ganz rechts sind immer die Buchstaben A bis D. Links werden immer blockweise die Buchstaben B bis D angefuegt. Dazwischen die Buchstaben A bis D.”