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instructional_design:structural_learning [2011/02/08 16:09]
jpetrovic created
instructional_design:structural_learning [2011/03/15 16:59]
jpetrovic [What is structural learning theory?]
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-===== Structural Learning =====+====== Structural Learning ​Theory ======
  
-Structural learning theory is one of the [[cognitivism|cognitivist]] perspectives on instructional design proposed by [[http://​www.scandura.com/​|Joseph Scandura]] in 1970s. Scandura'​s theory suggests human knowledge is consisted of rules. 
  
-Each rule, according to has domain, range and operation as its parameters. **Domain** refers to its **applicable inputs**, **range** refers its **expected outputs** and **operation** reffers to the **procedure on the inputs**. New rules are learned through application off higher to lower order rules.+===== General =====
  
-In accordance with structural learning theory, first step in instructional design or learning is **definition of the problem domain through structural analysis**. Problem domain can be both well- and ill-defined (when rules are quite simple, yet there is no direct complete solution like chess, or poetry writing). In case of an ill-defined domain, it should be divided into well-defined sub-domains which generate at least one rule. Domain sets the inputs and desired outputs for problem solving.+Structural learning theory is one of the [[learning_paradigms:​cognitivism|cognitivist]] perspectives on instructional design proposed by [[http://​www.scandura.com/​|Joseph Scandura]] in 1970s. Scandura'​s theory suggests human **knowledge is** consisted of **rules** which are to be learned. Those rules are determined by parameters of **domain**, **procedure**,​ and **range**. 
 + 
 + 
 +===== What is structural learning theory? ===== 
 + 
 +Structural learning theory suggests that structures (problems) that a learner must learn, need to be formed as rules. Those rules can be simplified into **lower-order rules** (//atomic components//​) which represent most basic concepts learner needs to know when dealing with a problem from given domain. By combining these atomic components and application of more complicated to lower order rules new **higher-order rules** are derived. Higher-order rules can be used to solve complex problems in the whole domain. 
 + 
 +Rules, according to the structural learning theory have three parameters:​ 
 + 
 +  * **domain** - its allowed **inputs**,​ 
 +  * **range** - its expected outputs, and 
 +  * **procedure** - the sequence of **operations** to perform **on the inputs**.  
 + 
 +In accordance with structural learning theory, first step in instructional design or learning is **definition of the problem domain through structural analysis**. Problem domain can be both well- and ill-defined((An ill-defined domain is one in which rules are quite simple, yet there is no direct complete solution like chess, or poetry writing.)). In case of an ill-defined domain, it should be divided into well-defined sub-domains which can generate at least one rule. Domain sets the inputs and desired outputs for problem solving.
  
 Domain definition is followed by **construction of hierarchy of rules** for well-defined domains. Rules should be explained on prototype problems, but can also leave some **gaps** in problem solving procedure, which **are then converted into higher-order problems** containing gap rules. Higher-order rules are then used to fill the gap, but can also validate lower level rules. Domain definition is followed by **construction of hierarchy of rules** for well-defined domains. Rules should be explained on prototype problems, but can also leave some **gaps** in problem solving procedure, which **are then converted into higher-order problems** containing gap rules. Higher-order rules are then used to fill the gap, but can also validate lower level rules.
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 Structural learning theory'​s applications have been made in **mathematics** and **language learning**. Structural learning theory'​s applications have been made in **mathematics** and **language learning**.
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 +===== What is the practical meaning of structural learning theory? =====
 +
 +
 +===== Criticisms =====
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 +===== Keywords and most important names =====
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 ===== Bibliography ===== ===== Bibliography =====
  
instructional_design/structural_learning.txt · Last modified: 2023/06/19 18:03 (external edit)