Is bigger always better? A controversial journey to the center of machine learning design, with uses and misuses of big data for predicting water meter failures.
Marco RoccettiGiovanni DelnevoLuca CasiniGiuseppe CappielloPublished in: J. Big Data (2019)
Keyphrases
- big data
- learning design
- ims learning design
- ims ld
- cloud computing
- learning experience
- learning analytics
- learning processes
- authoring tool
- learning resources
- data management
- learning activities
- data analysis
- e learning
- social media
- learning management systems
- unstructured data
- big data analytics
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- data science
- learning materials
- data processing
- learning objects
- learning technologies
- vast amounts of data
- massive datasets
- databases
- knowledge discovery
- machine learning
- data warehousing
- user modeling
- end users
- case study