An Exploration of Crowdwork, Machine Learning and Experts for Extracting Information from Data.
Fabion KaukerKayan HauJohn IannelloPublished in: HCI (4) (2018)
Keyphrases
- raw data
- machine learning
- complex data
- data sets
- information sources
- data collection
- end users
- collected data
- domain experts
- original data
- huge amounts
- sensor data
- prior knowledge
- temporal information
- background knowledge
- information services
- historical data
- essential information
- web data
- expert knowledge
- heterogeneous data
- data records
- database
- external data
- data processing
- knowledge discovery
- decision trees
- stored data
- data analysis
- data repositories
- complex structures
- knowledge base
- machine learning methods
- training data
- digital data
- missing information
- visualization tool
- association rules
- privacy concerns
- domain knowledge
- information loss
- knowledge acquisition
- computer systems
- missing data
- big data
- data quality
- prior information
- spatial data
- information sharing
- human experts