Domain Specific Knowledge Representation for an Intelligent Tutoring System to Teach Algebraic Reasoning
2012; Springer Science+Business Media; Linguagem: Inglês
10.1007/978-3-642-30950-2_95
ISSN1611-3349
AutoresMiguel Arevalillo‐Herráez, David Arnau, José Antonio González‐Calero, Aladdin Ayesh,
Tópico(s)AI-based Problem Solving and Planning
ResumoTranslation of word problems into symbolic notation is one of the most challenging steps in learning the algebraic method. This paper describes a domain-specific knowledge representation mechanism to support Intelligent Tutoring Systems (ITS) which focus on this stage of the problem solving process. The description language proposed is based on the concept of a hypergraph and makes it possible to simultaneously a) represent all potential algebraic solutions to a given word problem; b) keep track of the student’s actions; c) provide automatic remediation; and d) unequivocally determine the current state of the resolution process. An experimental evaluation with students at a public school supports the use of the ITS in practice.
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