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What is Student Model

Handbook of Research on Culturally-Aware Information Technology: Perspectives and Models
component of a Learning Environment (or an ITS system) that collects information about student’s learning progress. In ActiveMath the learning progress is represented by mastery values for pairs “domain concept-cognitive process”. In ActiveMath, domain concepts are represented as nodes in the domain ontology and cognitive processes can be represented using different taxonomies of cognitive processes (e.g. PISA, revised Bloom).
Published in Chapter:
Culturally Aware Mathematics Education Technology
Erica Melis (German Research Center in Artificial Intelligence (DFKI GmbH), Germany), Giorgi Goguadze (University of Saarland, Germany), Paul Libbrecht (German Research Center in Artificial Intelligence (DFKI GmbH), Germany), and Carsten Ullrich (Shanghai Jiao Tong University, China)
DOI: 10.4018/978-1-61520-883-8.ch025
Abstract
Education and learning take place in a situation that is heavily influenced by the culture. The learners’ cultural context affects cognitive processes in learning. Hence, to improve the conditions for learning, e-learning environments and their contents have to interact with the learner in a culturally appropriate way. Therefore, an e-learning system intended for cross-cultural usage has to adapt to the students’ diverse cultural background. For the enculturation of the European platform for mathematics learning, ActiveMath, a number of dimensions are adapted culturally. These are: presentation of system and learning material, terminology, selection and sequencing of learning objects, interaction, and learning scenarios. This chapter describes ActiveMath’ enculturation: computational model, computational techniques, and the empirical basis for the cultural adaptation.
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More Results
The History of Stealth Assessment and a Peek Into Its Future
The student model represents the current, estimated state of a learner’s knowledge and skill, thus serving as the basis for decisions about what to do next (e.g., advance the learner to a more difficult level of the same concept, provide remediation on a particular skill, etc.).
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A Collaborative Editor for Medical Learning Environments
Knowledge base that keeps the user (student) information. It also represents the computer system’s belief about the learner’s knowledge.
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Information Technologies for Learning Principles of Fault-Tolerant Systems
Information about a student that represents a cognitive state about a given task domain, see also cognitive model.
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Open Student Models
Different types of information obtained and retained by a computer program or module of an education system that includes information about achievement, learning level, preferences, and so forth.
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Cognitive Profiling in Life-Long Learning
A profile of a learner including a chosen set of attributes or characteristics related to the learning process.
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COTS Computer Game Effectiveness
A representation of the current state of what a student knows in relation to material that is being presented in an intelligent tutoring system.
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Assessment of Task Persistence
The definition of the knowledge, skills, or other attributes that are the focus of assessment. This may include defining relationships among skills, subskills, and prerequisite skills.
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