Peer reviewed
Direct linkERIC Number: EJ1096875
Record Type: Journal
Publication Date: 2016-Jun
Pages: 15
Abstractor: As Provided
ISBN: N/A
ISSN: ISSN-1560-4292
EISSN: N/A
Stupid Tutoring Systems, Intelligent Humans
Baker, Ryan S.
International Journal of Artificial Intelligence in Education, v26 n2 p600-614 Jun 2016
The initial vision for intelligent tutoring systems involved powerful, multi-faceted systems that would leverage rich models of students and pedagogies to create complex learning interactions. But the intelligent tutoring systems used at scale today are much simpler. In this article, I present hypotheses on the factors underlying this development, and discuss the potential of educational data mining driving human decision-making as an alternate paradigm for online learning, focusing on intelligence amplification rather than artificial intelligence.
Descriptors: Artificial Intelligence, Intelligent Tutoring Systems, Hypothesis Testing, Data Collection, Decision Making, Electronic Learning, Online Courses, Prediction, Models, Human Capital, Man Machine Systems
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Publication Type: Journal Articles; Reports - Descriptive
Education Level: N/A
Audience: N/A
Language: English
Sponsor: N/A
Authoring Institution: N/A
Grant or Contract Numbers: N/A
