A framework for mining evolving trends in Web data streams using dynamic learning and retrospective validation.
Olfa NasraouiCarlos RojasCesar CardonaPublished in: Comput. Networks (2006)
Keyphrases
- data streams
- learning scheme
- learning systems
- learning process
- web based learning
- social networks
- website
- pattern mining
- learning algorithm
- continuous data streams
- learning mechanism
- design principles
- probabilistic model
- prior knowledge
- semantic web
- sliding window
- supervised learning
- learning tasks
- mining algorithm
- multi task
- streaming data
- web technologies
- active learning
- data structure
- dynamic content
- stream mining
- data sets