A general knowledge representation model for the acquisition of skills and concepts

This work presents a general cognitive model for skills and concepts representation and a proposal for computational implementation. The model is intended to help bridge some of the natural problems that arise in current massive education models, through the adaptation and personalisation of learning environments. The model is capable of representing rich semantic knowledge, including both, skills and concepts, integrating them through a coherent network of associations, in terms of context specification, based on a constructivist approach.

[1]  Janusz A. Starzyk,et al.  Motivated Learning for Computational Intelligence , 2011 .

[2]  Thomas R. Gruber,et al.  Toward principles for the design of ontologies used for knowledge sharing? , 1995, Int. J. Hum. Comput. Stud..

[3]  William Heard Kilpatrick Syllabus in the philosophy of education : questions for discussion with reading references & topics for papers , 1925 .

[4]  Tarek Helmy,et al.  Adaptive Ensemble Multi-Agent Based Intrusion Detection Model , 2010 .

[5]  J. Mezirow A Critical Theory of Adult Learning and Education , 1981 .

[6]  Shushma Patel,et al.  A layered reference model of the brain (LRMB) , 2006, IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews).

[7]  Rheta Devries,et al.  What Is Constructivist about Constructivist Education ? , 2002 .

[8]  Richard L. Lewis,et al.  Supporting efficient development of cognitive models at multiple skill levels: exploring recent advances in constraint-based modeling , 2005, CHI.

[9]  K. Sterelny The Representational Theory Of Mind , 1991 .

[10]  Robert D. Tennyson,et al.  Linking cognitive learning theory to instructional prescriptions , 1988 .

[11]  Spencer Kagan,et al.  Rethinking Thinking Does Bloom’s Taxonomy Align with Brain Science? , 2007 .

[12]  Yann-Gaël Guéhéneuc,et al.  A Theory of Program Comprehension: Joining Vision Science and Program Comprehension , 2009, Int. J. Softw. Sci. Comput. Intell..

[13]  Edward E. Smith,et al.  On the adequacy of prototype theory as a theory of concepts , 1981, Cognition.

[14]  Maria Yasmin Hernandez Perez Modelo de Comportamiento Afectivo para Sistemas Tutores Inteligentes , 2008 .

[15]  R. H. Walters The Growth of Logical Thinking from Childhood to Adolescence , 1960 .

[16]  Etienne Wenger,et al.  Situated Learning: Legitimate Peripheral Participation , 1991 .

[17]  Juan Luis García Guirao,et al.  Petri Nets and Discrete Events Systems , 2011, Int. J. Softw. Sci. Comput. Intell..

[18]  Yingxu Wang,et al.  Exploring the Cognitive Foundations of Software Engineering , 2009, Int. J. Softw. Sci. Comput. Intell..

[19]  Yingxu Wang,et al.  The Theoretical Framework and Cognitive Process of Learning , 2007, 6th IEEE International Conference on Cognitive Informatics.

[20]  Dietrich Albert,et al.  Cognitive Structural Modelling of Skills for Technology-Enhanced Learning , 2007, Seventh IEEE International Conference on Advanced Learning Technologies (ICALT 2007).

[21]  Peter Brusilovsky,et al.  Adaptive Hypermedia , 2001, User Modeling and User-Adapted Interaction.

[22]  Yingxu Wang,et al.  The Real-Time Process Algebra (RTPA) , 2002, Ann. Softw. Eng..

[23]  Bo Zhang,et al.  Sparse Based Image Classification With Bag-of-Visual-Words Representations , 2011, Int. J. Softw. Sci. Comput. Intell..

[24]  Chia-Hung Wei,et al.  Machine Learning Techniques for Adaptive Multimedia Retrieval: Technologies Applications and Perspectives , 2011 .

[25]  Fuchun Sun,et al.  Four-Channel Control Architectures for Bilateral and Multilateral Teleoperation , 2011, Int. J. Softw. Sci. Comput. Intell..

[26]  B. Bloom Taxonomy of educational objectives , 1956 .

[27]  D. Medin,et al.  The role of theories in conceptual coherence. , 1985, Psychological review.

[28]  Carlos Ramirez,et al.  A Theory of the Acquisition of Episodic Memory , 1997 .

[29]  Wayne A. Davis Meaning, Expression, and Thought: The Language of Thought Hypothesis , 2002 .

[30]  Yingxu Wang,et al.  A layered reference model of the brain , 2003, The Second IEEE International Conference on Cognitive Informatics, 2003. Proceedings..

[31]  Sameer Alam,et al.  Multi-Objective Optimization in Computational Intelligence: Theory and Practice , 2008 .

[32]  Yingxu Wang,et al.  A Formal Knowledge Representation System (FKRS) for the Intelligent Knowledge Base of a Cognitive Learning Engine , 2011, Int. J. Softw. Sci. Comput. Intell..

[33]  Surendra M. Gupta,et al.  Lexicographic goal programming and assessment tools for a combinatorial production problem. , 2008 .

[34]  J. Piaget,et al.  The Growth Of Logical Thinking From Childhood To Adolescence: An Essay On The Construction Of Formal Operational Structures , 1958 .

[35]  ZhangHong,et al.  Multi-Fractal Analysis for Feature Extraction from DNA Sequences , 2010 .

[36]  Yingxu Wang,et al.  On Concept Algebra and Knowledge Representation , 2006, 2006 5th IEEE International Conference on Cognitive Informatics.

[37]  Jia Zhang,et al.  Supporting CSCW and CSCL with Intelligent Social Grouping Services , 2009, Int. J. Softw. Sci. Comput. Intell..