Machine Learning based Work Task Classification.
Michael GranitzerAndreas S. RathMark KröllChristin SeifertDoris IpsmillerDidier DevaursNicolas WeberStefanie N. LindstaedtPublished in: J. Digit. Inf. Manag. (2009)
Keyphrases
- machine learning
- pattern recognition
- machine learning methods
- decision trees
- machine learning algorithms
- feature selection
- text classification
- supervised machine learning
- machine learning approaches
- support vector machine
- supervised classification
- supervised learning
- support vector machine svm
- model selection
- classification accuracy
- classification method
- classification algorithm
- support vector
- feature vectors
- classification systems
- artificial intelligence
- automatic classification
- reinforcement learning
- inductive learning
- learning algorithm
- information extraction
- classification scheme
- knowledge acquisition
- pattern classification
- feature extraction
- svm classifier
- learning systems
- training data
- computer science
- feature construction
- rule learning
- classification process
- benchmark datasets
- feature space
- computer vision
- classification rate
- text mining
- classification models
- class labels
- learning tasks
- cross validation
- image classification