STATISTICS 3
4. Article: Artificial intelligence: an empirical science (Simon, 1995).
Null hypothesis: Whether Artificial Intelligence is a science.
Research hypothesis: Artificial intelligence deals with computers, therefore is
regarded as part of computer science. Artificial Intelligence is also part of cognitive and
psychological science. In particular, it deals, with the phenomena or features that come by when
computers carry out the tasks, and if carried out by individuals, it will be considered as needing
intelligence thinking.
5. Article: INNOVATION ACTIVITIES AND FIRM PERFORMANCE: EMPIRICAL
EVIDENCE FROM TRANSITION ECONOMIES(Abazi-Alili, 2014)
Null hypothesis: Whether there is a relationship between firm performance and
innovation activities, therefore, performance-innovation relationships.
Research hypothesis: The productivity of labor is influenced by the innovation activities
intensive development.
Question 2
An Empirical Study of Machine Learning Algorithms Applied to Modeling Player Behavior in a
first Person Shooterî Video Game.
Due to the FPS complexity, there are some hurdles of implementations to the collection
of data. Since the used data was sampled at every one hundred milliseconds rate, there were
many sets of outputs that looked the same. In the case of five hundred milliseconds, nothing has
changed, then the sample recorded is only one of the total samples. Nevertheless, in case one of
the characteristics has effects on the samples will always be recorded. This is crucial. However,
important action/features in the sample might be missed.

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