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The Development of Counting and
       Numerical Representations

Stefan Schneider, Benjamin Angerer, Sven Spöde, Alexander Blum
   stefschn@uos.de, bangerer@uos.de, sspoede@uos.de, ablum@uos.de



                          October 3, 2010
Institute of Cognitive Science
                                                                             Study Project COUNT


BACKGROUND / RESEARCH QUESTION


General Questions:        What are concepts?
                          How do they come about?

We suppose that:

         → concepts derive from other concepts
         → concept formation uses former (pre-)concepts as “raw material“

→ To answer both questions we have to look at the concepts' grounding,

→ more specifically: we have to answer the epistemological question of how
                     concepts are grounded in experience.




     Schneider, Angerer, Spöde, Blum   The Development of Counting                     2/11
Institute of Cognitive Science
                                                                              Study Project COUNT


BACKGROUND / RESEARCH QUESTION


Where does this raw material come from?


"If we do not want to believe that ideas are innate or God-given, but the result of
subjective thinkers' conceptual activity, we have to devise a model of how
elementary mathematical ideas could be constructed - and such a model will be
plausible only if the raw material it uses is itself not mathematical."
                                                      (von Glasersfeld, p.64, 2006)




      Schneider, Angerer, Spöde, Blum   The Development of Counting                     3/11
Institute of Cognitive Science
                                                                             Study Project COUNT


BACKGROUND / RESEARCH QUESTION


We are interested in a general mechanism that allows for this construction of
new concepts.

→ therefore the choice of raw material is not crucial, and should be
interchangeable (although it is not arbitrary)


Candidates for this mechanism:

    → Fauconnier's & Turner's Conceptual Blending
    → Piaget's Reflective Abstraction
    →…?

So far, we concentrated on Piaget, as he was one of the few who tried to capture
the whole of cognitive development with his model. However, it still lacks detail.



     Schneider, Angerer, Spöde, Blum   The Development of Counting                     4/11
Institute of Cognitive Science
                                                                              Study Project COUNT


WHY NUMBERS?


- the development starts early, lasts long, results in complex and abstract concept

- numbers are used in a broad variety of contexts, thus providing a lot of material

- numbers are clearly definable and less fuzzy than many other abstract
philosophical concepts




      Schneider, Angerer, Spöde, Blum   The Development of Counting                     5/11
Institute of Cognitive Science
                                                                             Study Project COUNT


METHODS


Accumulation of several approaches:

    Using research from Developmental psychology / Maths Education:
        - Looking at how abilities develop may give insight in how they work
        - work from e.g. J. Piaget, K. Mix, I. Schwank

    Theoretical psychological and philosophical analysis:
       - What has to be possible, how can't it be under any circumstances
       - e.g. One cannot "store" infinitely many representations of individual
              numbers, but one can generate arbitrarily many numbers
       - Systematicity: One can combine numbers and operate with them
            (cf. Fodor/Pylyshyn)

    Problem-solving tasks / Interviews with students:
       - observing people solving problems and coming up with solutions
       - esp. the structure of their argumentation in correspondence with their
         performance
     Schneider, Angerer, Spöde, Blum   The Development of Counting                     6/11
Institute of Cognitive Science
                                                                             Study Project COUNT


EXPLORATORY STUDY


Setup:
- subjects: a-level students
- 1 interviewer, 1 interviewee, video recording
- interviewer poses problems, subject should solve it
- subject was frequently asked to explain his answers ("Why?")

Tasks:
- base 4 number system, symbols: A,B,C,D                                                 A
- participants were not told that it is a number system                                  B
- first task: "What comes next?" (and why)
- then simple arithmetic tasks (+,-,*) in the system                                     C
  (also with different symbols and without knowing the rule)                             D
                                                                                       BA
→ in more general terms:
        all of the different small tasks were about                                    BB
        deriving general rules from given examples


     Schneider, Angerer, Spöde, Blum   The Development of Counting                     7/11
Institute of Cognitive Science
                                                                             Study Project COUNT


OBSERVATIONS


Extraction: Many known operations “pop up” (are being extracted) and are used
while subjects try to find a „good“ continuation; e.g.:

    - lexical order
    - repetition (in cycles of 4)
    - enlarging string ( e.g. BA → BAA)
    - implicit counting (automatic, without explicit understanding)
    - explicit counting (subject already knows the system)
    (- usage of known tools, e.g. counting with fingers)

Coordination: Operations are being ordered sequentially and hierarchically, e.g.:

    - increasing digits. A then B then C then D
    - turntaking, e.g. which switches between increasing digits and enlarging the
sequence

    - after one operation has taken place, the next one can apply
     Schneider, Angerer, Spöde, Blum   The Development of Counting                     8/11
Institute of Cognitive Science
                                                                              Study Project COUNT


OBSERVATIONS


Application & Evaluation of ones ideas. “Running” the coordinated operation and
checking whether it works or „makes sense“; via some kind of judgement about e.g.:

    - interviewers reaction
    - recognition value
    - homogeneity / systematicity of the invented system
          - e.g. is generalisation possible? Can I repeat that type of operation?
          - “Occam's Razor”

→ A dynamic process of testing, observing, and reordering.

→ Very finegrained equilibration of operations (many details to be studied!) (cf.
Dubinsky, Piaget).




      Schneider, Angerer, Spöde, Blum   The Development of Counting                     9/11
Institute of Cognitive Science
                                                                              Study Project COUNT


WRAPPING IT UP


cycle of abstraction (“construction & trial & error & correction”)

    - extracting of operations (one „sees“ patterns)
    - coordination of these operations (hierarchical and sequential order)
    - through ongoing application of the operations
    - and checking for problems

→ results in a system of operations, that realises a successor function.

but understanding a domain is also

- a smorgasbord of tricks. Subjects develop “shortcuts”, e.g.
     knowing that A # C → C and A is like zero, BA # C → BC comes easily

- having implicit understanding. One does not have to know how the number
system works to correctly apply it. But we believe that implicit understanding
comes through explicit construction and only then is becoming automatised.
      Schneider, Angerer, Spöde, Blum   The Development of Counting                     10/11
Institute of Cognitive Science
                                                                              Study Project COUNT


CONCLUSIONS


→ Grounding is achieved through developing new operations from older ones
through explicit construction.

→ A multitude of established, transparent operations serves as material for the
formation of new ones.

     → A concept consists in operations of what can be done with it (or: of what
it can do). A number, thus, is not an individual, but a system of operations that can
be applied to anything that is recognized as such (e.g. our ABCD-system).

As a consequence we think that research on concepts and representations has to
focus on processes, which embody regularities.

     → For maths education this means that research on ordinality is more
promising than on cardinality (focussing on individual numbers without their
relation to others, cf. Brainerd).


      Schneider, Angerer, Spöde, Blum   The Development of Counting                     11/11

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Kogwis count final

  • 1. The Development of Counting and Numerical Representations Stefan Schneider, Benjamin Angerer, Sven Spöde, Alexander Blum stefschn@uos.de, bangerer@uos.de, sspoede@uos.de, ablum@uos.de October 3, 2010
  • 2. Institute of Cognitive Science Study Project COUNT BACKGROUND / RESEARCH QUESTION General Questions: What are concepts? How do they come about? We suppose that: → concepts derive from other concepts → concept formation uses former (pre-)concepts as “raw material“ → To answer both questions we have to look at the concepts' grounding, → more specifically: we have to answer the epistemological question of how concepts are grounded in experience. Schneider, Angerer, Spöde, Blum The Development of Counting 2/11
  • 3. Institute of Cognitive Science Study Project COUNT BACKGROUND / RESEARCH QUESTION Where does this raw material come from? "If we do not want to believe that ideas are innate or God-given, but the result of subjective thinkers' conceptual activity, we have to devise a model of how elementary mathematical ideas could be constructed - and such a model will be plausible only if the raw material it uses is itself not mathematical." (von Glasersfeld, p.64, 2006) Schneider, Angerer, Spöde, Blum The Development of Counting 3/11
  • 4. Institute of Cognitive Science Study Project COUNT BACKGROUND / RESEARCH QUESTION We are interested in a general mechanism that allows for this construction of new concepts. → therefore the choice of raw material is not crucial, and should be interchangeable (although it is not arbitrary) Candidates for this mechanism: → Fauconnier's & Turner's Conceptual Blending → Piaget's Reflective Abstraction →…? So far, we concentrated on Piaget, as he was one of the few who tried to capture the whole of cognitive development with his model. However, it still lacks detail. Schneider, Angerer, Spöde, Blum The Development of Counting 4/11
  • 5. Institute of Cognitive Science Study Project COUNT WHY NUMBERS? - the development starts early, lasts long, results in complex and abstract concept - numbers are used in a broad variety of contexts, thus providing a lot of material - numbers are clearly definable and less fuzzy than many other abstract philosophical concepts Schneider, Angerer, Spöde, Blum The Development of Counting 5/11
  • 6. Institute of Cognitive Science Study Project COUNT METHODS Accumulation of several approaches: Using research from Developmental psychology / Maths Education: - Looking at how abilities develop may give insight in how they work - work from e.g. J. Piaget, K. Mix, I. Schwank Theoretical psychological and philosophical analysis: - What has to be possible, how can't it be under any circumstances - e.g. One cannot "store" infinitely many representations of individual numbers, but one can generate arbitrarily many numbers - Systematicity: One can combine numbers and operate with them (cf. Fodor/Pylyshyn) Problem-solving tasks / Interviews with students: - observing people solving problems and coming up with solutions - esp. the structure of their argumentation in correspondence with their performance Schneider, Angerer, Spöde, Blum The Development of Counting 6/11
  • 7. Institute of Cognitive Science Study Project COUNT EXPLORATORY STUDY Setup: - subjects: a-level students - 1 interviewer, 1 interviewee, video recording - interviewer poses problems, subject should solve it - subject was frequently asked to explain his answers ("Why?") Tasks: - base 4 number system, symbols: A,B,C,D A - participants were not told that it is a number system B - first task: "What comes next?" (and why) - then simple arithmetic tasks (+,-,*) in the system C (also with different symbols and without knowing the rule) D BA → in more general terms: all of the different small tasks were about BB deriving general rules from given examples Schneider, Angerer, Spöde, Blum The Development of Counting 7/11
  • 8. Institute of Cognitive Science Study Project COUNT OBSERVATIONS Extraction: Many known operations “pop up” (are being extracted) and are used while subjects try to find a „good“ continuation; e.g.: - lexical order - repetition (in cycles of 4) - enlarging string ( e.g. BA → BAA) - implicit counting (automatic, without explicit understanding) - explicit counting (subject already knows the system) (- usage of known tools, e.g. counting with fingers) Coordination: Operations are being ordered sequentially and hierarchically, e.g.: - increasing digits. A then B then C then D - turntaking, e.g. which switches between increasing digits and enlarging the sequence - after one operation has taken place, the next one can apply Schneider, Angerer, Spöde, Blum The Development of Counting 8/11
  • 9. Institute of Cognitive Science Study Project COUNT OBSERVATIONS Application & Evaluation of ones ideas. “Running” the coordinated operation and checking whether it works or „makes sense“; via some kind of judgement about e.g.: - interviewers reaction - recognition value - homogeneity / systematicity of the invented system - e.g. is generalisation possible? Can I repeat that type of operation? - “Occam's Razor” → A dynamic process of testing, observing, and reordering. → Very finegrained equilibration of operations (many details to be studied!) (cf. Dubinsky, Piaget). Schneider, Angerer, Spöde, Blum The Development of Counting 9/11
  • 10. Institute of Cognitive Science Study Project COUNT WRAPPING IT UP cycle of abstraction (“construction & trial & error & correction”) - extracting of operations (one „sees“ patterns) - coordination of these operations (hierarchical and sequential order) - through ongoing application of the operations - and checking for problems → results in a system of operations, that realises a successor function. but understanding a domain is also - a smorgasbord of tricks. Subjects develop “shortcuts”, e.g. knowing that A # C → C and A is like zero, BA # C → BC comes easily - having implicit understanding. One does not have to know how the number system works to correctly apply it. But we believe that implicit understanding comes through explicit construction and only then is becoming automatised. Schneider, Angerer, Spöde, Blum The Development of Counting 10/11
  • 11. Institute of Cognitive Science Study Project COUNT CONCLUSIONS → Grounding is achieved through developing new operations from older ones through explicit construction. → A multitude of established, transparent operations serves as material for the formation of new ones. → A concept consists in operations of what can be done with it (or: of what it can do). A number, thus, is not an individual, but a system of operations that can be applied to anything that is recognized as such (e.g. our ABCD-system). As a consequence we think that research on concepts and representations has to focus on processes, which embody regularities. → For maths education this means that research on ordinality is more promising than on cardinality (focussing on individual numbers without their relation to others, cf. Brainerd). Schneider, Angerer, Spöde, Blum The Development of Counting 11/11

Notas do Editor

  1. (although which kind of raw material is necessary for the development of a specific concept is of course not arbitrary, and finding these is one of the tasks of developmental psychology)
  2. extraction conscious /unconscious coordination hierarchical and sequence checking with interviewer, sequence, intuition component operations come and go
  3. further qualitative studies in a hermeneutic cycle sharpening ideas based on the studies, yielding new questions for further experiments We believe that qualitative investigation does a great job in structuring questions, insights and so on. But are there also possibilities to quantify the claims we derive from qualitative studies?