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Volumn 37, Issue 1, 2000, Pages 63-80

Artificial neural networks for modeling knowing and learning in science

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EID: 0037893450     PISSN: 00224308     EISSN: None     Source Type: Journal    
DOI: 10.1002/(SICI)1098-2736(200001)37:1<63::AID-TEA5>3.0.CO;2-H     Document Type: Article
Times cited : (13)

References (59)
  • 1
    • 0029210062 scopus 로고
    • Computational research on interaction and agency
    • Agre, P.E. (1995). Computational research on interaction and agency. Artificial Intelligence, 72, 1-52.
    • (1995) Artificial Intelligence , vol.72 , pp. 1-52
    • Agre, P.E.1
  • 2
    • 0001002009 scopus 로고
    • Some interrelationships between constructivist models of learning and current neurobiological theory, with implications for science education
    • Anderson, O.R. (1992). Some interrelationships between constructivist models of learning and current neurobiological theory, with implications for science education. Journal of Research in Science Teaching, 29, 1037-1058.
    • (1992) Journal of Research in Science Teaching , vol.29 , pp. 1037-1058
    • Anderson, O.R.1
  • 3
    • 0040360920 scopus 로고    scopus 로고
    • A neurocognitive perspective on current learning theory and science instructional strategies
    • Anderson, O.R. (1997). A neurocognitive perspective on current learning theory and science instructional strategies. Science Education, 81, 67-89.
    • (1997) Science Education , vol.81 , pp. 67-89
    • Anderson, O.R.1
  • 5
    • 84973703754 scopus 로고
    • Implications of connectionism for thinking about rules
    • Bereiter, C. (1991). Implications of connectionism for thinking about rules. Educational Researcher, 20, 10-16.
    • (1991) Educational Researcher , vol.20 , pp. 10-16
    • Bereiter, C.1
  • 7
    • 0002058095 scopus 로고    scopus 로고
    • Education and the brain: A bridge too far
    • Bruer, J.T. (1997). Education and the brain: A bridge too far. Educational Researcher, 26, 4-16.
    • (1997) Educational Researcher , vol.26 , pp. 4-16
    • Bruer, J.T.1
  • 12
    • 0039271090 scopus 로고    scopus 로고
    • Conceptual change cum discourse analysis: Towards an integrative perspective on learning in science
    • Duit, R., Roth, W.-M., Komorek, M., & Wilbers, J. (1998) Conceptual change cum discourse analysis: Towards an integrative perspective on learning in science. International Journal of Science Education, 20, 1059-1073.
    • (1998) International Journal of Science Education , vol.20 , pp. 1059-1073
    • Duit, R.1    Roth, W.-M.2    Komorek, M.3    Wilbers, J.4
  • 13
    • 0027636611 scopus 로고
    • Learning and development in neural networks: The importance of starting small
    • Elman, J.L. (1993). Learning and development in neural networks: The importance of starting small. Cognition, 48, 71-99.
    • (1993) Cognition , vol.48 , pp. 71-99
    • Elman, J.L.1
  • 14
    • 0000894759 scopus 로고
    • Language as a dynamical system
    • R.F. Port & T. van Gelder (Eds.). Cambridge, MA: MIT Press
    • Elman, J.L. (1995). Language as a dynamical system. In R.F. Port & T. van Gelder (Eds.), Mind as motion: Explorations in the dynamics of cognition (pp. 195-223). Cambridge, MA: MIT Press.
    • (1995) Mind As Motion: Explorations in the Dynamics of Cognition , pp. 195-223
    • Elman, J.L.1
  • 16
    • 0029334565 scopus 로고
    • Learning and morphological change
    • Hare, M., & Elman, J.L. (1994). Learning and morphological change. Cognition, 56, 61-98.
    • (1994) Cognition , vol.56 , pp. 61-98
    • Hare, M.1    Elman, J.L.2
  • 20
    • 84987168440 scopus 로고
    • Novice rules for projectile motion
    • Maloney, D.P. (1988). Novice rules for projectile motion. Science Education, 72, 501-513.
    • (1988) Science Education , vol.72 , pp. 501-513
    • Maloney, D.P.1
  • 21
    • 0030268953 scopus 로고    scopus 로고
    • Generative connectionist networks and constructivist cognitive development
    • Mareschal, D., & Shultz, T.R. (1996). Generative connectionist networks and constructivist cognitive development. Cognitive Development, 11, 571-603.
    • (1996) Cognitive Development , vol.11 , pp. 571-603
    • Mareschal, D.1    Shultz, T.R.2
  • 22
    • 0002804366 scopus 로고
    • Parallel distributed processing: Implications for cognition and development
    • M.G.M. Morris (Ed.). Oxford: Clarendon Press
    • McClelland, J.D. (1989). Parallel distributed processing: Implications for cognition and development. In M.G.M. Morris (Ed.), Parallel distributed processing: Implications for psychology and neurobiology (pp. 8-45). Oxford: Clarendon Press.
    • (1989) Parallel Distributed Processing: Implications for Psychology and Neurobiology , pp. 8-45
    • McClelland, J.D.1
  • 23
    • 0041582895 scopus 로고    scopus 로고
    • Assessing students' understandings about levers: Better instruments are not enough
    • McGinn, M.K., & Roth, W.-M. (1998). Assessing students' understandings about levers: Better instruments are not enough. International Journal of Science Education, 20, 813-832.
    • (1998) International Journal of Science Education , vol.20 , pp. 813-832
    • McGinn, M.K.1    Roth, W.-M.2
  • 25
    • 0030432544 scopus 로고    scopus 로고
    • Innateness, autonomy, universality? Neurobiological approaches to language
    • Müller, R.-A. (1996). Innateness, autonomy, universality? Neurobiological approaches to language. Behavioral and Brain Sciences, 19, 611-675.
    • (1996) Behavioral and Brain Sciences , vol.19 , pp. 611-675
    • Müller, R.-A.1
  • 26
    • 0001695025 scopus 로고
    • The development of proportional reasoning and the ratio concept
    • Noelting, G. (1980a). The development of proportional reasoning and the ratio concept. Educational Studies in Mathematics, 11, 217-253.
    • (1980) Educational Studies in Mathematics , vol.11 , pp. 217-253
    • Noelting, G.1
  • 27
    • 0002670025 scopus 로고
    • The development of proportional reasoning and the ratio concept
    • Noelting, G. (1980b). The development of proportional reasoning and the ratio concept. Educational Studies in Mathematics, 11, 331-363.
    • (1980) Educational Studies in Mathematics , vol.11 , pp. 331-363
    • Noelting, G.1
  • 28
    • 84992827630 scopus 로고    scopus 로고
    • A sociological study of the official history of the perceptrons controversy
    • Olazaran, M. (1996). A sociological study of the official history of the perceptrons controversy. Social Studies of Science, 26, 611-659.
    • (1996) Social Studies of Science , vol.26 , pp. 611-659
    • Olazaran, M.1
  • 29
    • 0039703243 scopus 로고
    • Constructive problems for constructive theories: The current relevance of Piaget's work and a critique of information processing simulation psychology
    • R.H. Kluwe & H. Spada (Eds.). New York: Academic Press
    • Pascual-Leone, J. (1980). Constructive problems for constructive theories: The current relevance of Piaget's work and a critique of information processing simulation psychology. In R.H. Kluwe & H. Spada (Eds.), Developmental models of thinking (pp. 263-296). New York: Academic Press.
    • (1980) Developmental Models of Thinking , pp. 263-296
    • Pascual-Leone, J.1
  • 30
    • 0004222778 scopus 로고
    • Chicago, IL: University of Chicago Press
    • Pickering, A. (1995). The mangle of practice. Chicago, IL: University of Chicago Press.
    • (1995) The Mangle of Practice
    • Pickering, A.1
  • 31
    • 84970123386 scopus 로고
    • Beyond cold conceptual change: The role of motivational beliefs and classroom contextual factors in the process of conceptual change
    • Pintrich, P.R., Marx, R.W., & Boyle, R.A. (1993). Beyond cold conceptual change: The role of motivational beliefs and classroom contextual factors in the process of conceptual change. Review of Educational Research, 63, 167-199.
    • (1993) Review of Educational Research , vol.63 , pp. 167-199
    • Pintrich, P.R.1    Marx, R.W.2    Boyle, R.A.3
  • 32
    • 0029691655 scopus 로고    scopus 로고
    • Understanding normal and impaired word reading: Computational principles in quasi-regular domains
    • Plaut, D.C., McClelland, J.L., Seidenberg, M.S., & Patterson, K. (1996). Understanding normal and impaired word reading: Computational principles in quasi-regular domains. Psychological Review, 103, 56-115.
    • (1996) Psychological Review , vol.103 , pp. 56-115
    • Plaut, D.C.1    McClelland, J.L.2    Seidenberg, M.S.3    Patterson, K.4
  • 34
    • 0031420798 scopus 로고    scopus 로고
    • The neural basis of cognitive development: A constructivist manifesto
    • Quartz, S.R., & Sejnowski, T.J. (1997). The neural basis of cognitive development: A constructivist manifesto. Behavioral and Brain Sciences, 20, 537-596.
    • (1997) Behavioral and Brain Sciences , vol.20 , pp. 537-596
    • Quartz, S.R.1    Sejnowski, T.J.2
  • 35
    • 0029686090 scopus 로고    scopus 로고
    • On the validity of simulating stagewise development by means of PDP networks: Application of catastrophe analysis and an experimental test of rule-like network performance
    • Raijmakers, M.E.J., van Koten, S., & Molenaar, P.C.M. (1996). On the validity of simulating stagewise development by means of PDP networks: Application of catastrophe analysis and an experimental test of rule-like network performance. Cognitive Science, 20, 101-136.
    • (1996) Cognitive Science , vol.20 , pp. 101-136
    • Raijmakers, M.E.J.1    Van Koten, S.2    Molenaar, P.C.M.3
  • 36
    • 0002461212 scopus 로고
    • Prototype classification and logical classification: Two systems
    • E. Scholnik (Ed.). Hillsdale, NJ: Erlbaum
    • Rosch, E. (1981). Prototype classification and logical classification: Two systems. In E. Scholnik (Ed.), New trends in cognitive representation: Challenges to Piaget's theory (pp. 73-86). Hillsdale, NJ: Erlbaum.
    • (1981) New Trends in Cognitive Representation: Challenges to Piaget's Theory , pp. 73-86
    • Rosch, E.1
  • 38
    • 84984041594 scopus 로고
    • The development of reasoning on the balance beam
    • Roth, W.-M. (1991). The development of reasoning on the balance beam. Journal of Research in Science Teaching, 28, 631-645.
    • (1991) Journal of Research in Science Teaching , vol.28 , pp. 631-645
    • Roth, W.-M.1
  • 39
    • 0041171429 scopus 로고    scopus 로고
    • Situated cognition and assessment of competence in science
    • Roth, W.-M. (1998a). Situated cognition and assessment of competence in science. Evaluation and Program Planning, 21, 155-169.
    • (1998) Evaluation and Program Planning , vol.21 , pp. 155-169
    • Roth, W.-M.1
  • 40
    • 0002589211 scopus 로고    scopus 로고
    • Starting small and with uncertainty: Toward a neurocomputational account of knowing and learning in science
    • Roth, W.-M. (1998b). Starting small and with uncertainty: Toward a neurocomputational account of knowing and learning in science. International Journal of Science Education, 20, 1089-1105.
    • (1998) International Journal of Science Education , vol.20 , pp. 1089-1105
    • Roth, W.-M.1
  • 41
    • 0346097025 scopus 로고    scopus 로고
    • Complexities of graphical representations during lectures: A phenomenological approach
    • Roth, W.-M., & Bowen, G.M. (1999). Complexities of graphical representations during lectures: A phenomenological approach. Learning and Instruction, 9, 235-255.
    • (1999) Learning and Instruction , vol.9 , pp. 235-255
    • Roth, W.-M.1    Bowen, G.M.2
  • 42
    • 0006362371 scopus 로고    scopus 로고
    • Learning in real time: How understandings emerge from physics students' laboratory activities
    • M.G. Shafto & P. Langley (Eds.). Mahwah, NJ: Erlbaum
    • Roth, W.-M., & Duit, R. (1997). Learning in real time: How understandings emerge from physics students' laboratory activities. In M.G. Shafto & P. Langley (Eds.), Proceedings of the Ninth Annual Conference of the Cognitive Science Society (p. 1028). Mahwah, NJ: Erlbaum.
    • (1997) Proceedings of the Ninth Annual Conference of the Cognitive Science Society , pp. 1028
    • Roth, W.-M.1    Duit, R.2
  • 43
    • 0031161371 scopus 로고    scopus 로고
    • The local production of order in traditional science laboratories: A phenomenological analysis
    • Roth, W.-M., McRobbie, C., Lucas, K.B., & Boutonné, S. (1997a). The local production of order in traditional science laboratories: A phenomenological analysis. Learning and Instruction, 7, 107-136.
    • (1997) Learning and Instruction , vol.7 , pp. 107-136
    • Roth, W.-M.1    McRobbie, C.2    Lucas, K.B.3    Boutonné, S.4
  • 44
    • 0001249064 scopus 로고    scopus 로고
    • Why do students fail to learn from demonstrations? A social practice perspective on learning in physics
    • Roth, W.-M., McRobbie, C., Lucas, K.B., & Boutonné, S. (1997b). Why do students fail to learn from demonstrations? A social practice perspective on learning in physics. Journal of Research in Science Teaching, 34, 509-533.
    • (1997) Journal of Research in Science Teaching , vol.34 , pp. 509-533
    • Roth, W.-M.1    McRobbie, C.2    Lucas, K.B.3    Boutonné, S.4
  • 45
    • 84983951245 scopus 로고
    • Factors in the development of proportional reasoning by concrete operational college students
    • Roth, W.-M., & Milkent, M.M. (1991). Factors in the development of proportional reasoning by concrete operational college students. Journal of Research in Science Teaching, 28, 553-566.
    • (1991) Journal of Research in Science Teaching , vol.28 , pp. 553-566
    • Roth, W.-M.1    Milkent, M.M.2
  • 46
    • 84987224870 scopus 로고
    • The social construction of scientific concepts or the concept map as conscription device and tool for social thinking in high school science
    • Roth, W.-M., & Roychoudhury, A. (1992). The social construction of scientific concepts or the concept map as conscription device and tool for social thinking in high school science. Science Education, 76, 531-557.
    • (1992) Science Education , vol.76 , pp. 531-557
    • Roth, W.-M.1    Roychoudhury, A.2
  • 47
    • 1542396212 scopus 로고    scopus 로고
    • Aristotle and natural observation versus Galileo and scientific experiment: An analysis of lectures in physics for elementary teachers in terms of discourse and inscriptions
    • Roth, W.-M., & Tobin, K. (1996). Aristotle and natural observation versus Galileo and scientific experiment: An analysis of lectures in physics for elementary teachers in terms of discourse and inscriptions. Journal of Research in Science Teaching, 33, 135-157.
    • (1996) Journal of Research in Science Teaching , vol.33 , pp. 135-157
    • Roth, W.-M.1    Tobin, K.2
  • 50
    • 0001303441 scopus 로고
    • Three aspects of cognitive psychology
    • Siegler, R.S. (1976). Three aspects of cognitive psychology. Cognitive Psychology, 8, 481-520.
    • (1976) Cognitive Psychology , vol.8 , pp. 481-520
    • Siegler, R.S.1
  • 51
    • 0001874835 scopus 로고
    • The origins of scientific reasoning
    • R.S. Siegler (Ed.). Hillsdale, NJ: Erlbaum
    • Siegler, R.S. (1978). The origins of scientific reasoning. In R.S. Siegler (Ed.), Children's thinking, what develops? (pp. 109-149). Hillsdale, NJ: Erlbaum.
    • (1978) Children's Thinking, What Develops? , pp. 109-149
    • Siegler, R.S.1
  • 52
    • 0024540182 scopus 로고
    • Mechanisms of cognitive development
    • Siegler, R.S. (1989). Mechanisms of cognitive development. Annual Review of Psychology, 40, 353-379.
    • (1989) Annual Review of Psychology , vol.40 , pp. 353-379
    • Siegler, R.S.1
  • 53
    • 0006085032 scopus 로고
    • Two models of intellectual development and their reference to the theory of Piaget
    • R.H. Kluwe & H. Spada (Eds.). New York: Academic Press
    • Spada, H., & Kluwe, R.H. (1980). Two models of intellectual development and their reference to the theory of Piaget. In R.H. Kluwe & H. Spada (Eds.), Developmental models of thinking (pp. 1-31). New York: Academic Press.
    • (1980) Developmental Models of Thinking , pp. 1-31
    • Spada, H.1    Kluwe, R.H.2
  • 54
    • 0002100377 scopus 로고    scopus 로고
    • Synthesising the origins of language and meaning using co-evolution, self-organisation and level formation
    • J. Hurford, C. Knight, & M. Studdert-Kennedy (Eds.). Edinburgh: Edinburgh University Press
    • Steels, L. (1997). Synthesising the origins of language and meaning using co-evolution, self-organisation and level formation. In J. Hurford, C. Knight, & M. Studdert-Kennedy (Eds.), Evolution of human language. Edinburgh: Edinburgh University Press.
    • (1997) Evolution of Human Language
    • Steels, L.1


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