Student orientation using machine learning under MapReduce with Hadoop.
Farouk OuatikMohammed ErritaliMostafa JourhmanePublished in: J. Ubiquitous Syst. Pervasive Networks (2020)
Keyphrases
- machine learning
- cloud computing
- mapreduce framework
- map reduce
- open source
- distributed computing
- learning environment
- data intensive
- data analytics
- tutoring system
- student learning
- data analysis
- learning algorithm
- knowledge discovery
- student model
- machine learning methods
- computational intelligence
- computer vision
- machine learning approaches
- learning systems
- learning styles
- artificial intelligence
- decision trees
- natural language processing
- pattern recognition
- learning process
- support vector machine
- high performance data mining
- feature selection
- undergraduate students
- natural language
- inductive logic programming
- learning tasks
- intelligent tutoring systems
- distributed systems
- supervised learning
- information extraction
- knowledge acquisition
- position and orientation
- parallel processing
- high school students
- statistically significant
- machine learning algorithms
- commodity hardware
- data sets