Facilitating and Managing Machine Learning and Data Analysis Tasks in Big Data Environments Using Web and Microservice Technologies.
Shadi ShahoudSonja GunnarsdottirHatem KhalloofClemens DüpmeierVeit HagenmeyerPublished in: Trans. Large Scale Data Knowl. Centered Syst. (2020)
Keyphrases
- big data
- data analysis tasks
- data analysis
- social computing
- machine learning
- analytic tools
- data science
- computing technologies
- huge data
- data mining
- data analytics
- knowledge discovery
- cloud computing
- health informatics
- business intelligence
- big data analytics
- social media
- linked open data
- data management
- data processing
- data intensive
- feature selection
- vast amounts of data
- unstructured data
- digital data
- emerging technologies
- web pages
- massive data
- semantic technologies
- high volume
- predictive modeling
- collective intelligence
- web mining
- business analytics
- web documents
- statistical learning
- data warehousing
- text mining
- natural language processing
- information extraction
- management system
- end users
- statistical and machine learning
- database
- massive datasets
- textual data
- semantic web
- model selection
- decision support
- real world
- databases