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Model Class Selection and Construction: Beyond the Procrustean Approach to Machine Learning Applications

Maarten van SomerenContact Information

(2)  Department of Social Science Informatics, Roetersstraat 15, 1018 WB Amsterdam, The Netherlands
Abstract
Machine Learning was primarily inspired by human learning. In a branch of Artificial Intelligence scientists tried to build systems that reproduce forms of human learning. Currently the methods that were discovered in this way have been elaborated and are applied to tasks that are not performed by humans at all. For example, one of the most popular applications is the analysis of consumer data to predict buying behaviour. This has not traditionally been viewed as an interesting form of human intelligence.

Contact Information Maarten van Someren
Email: maarten@swi.psy.uva.nl
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