On the Quality of Real-world Wearable Data in a Longitudinal Study of Information Workers.
Gonzalo J. MartínezStephen M. MattinglyShayan MirjafariSubigya K. NepalAndrew T. CampbellAnind K. DeyAaron D. StriegelPublished in: PerCom Workshops (2020)
Keyphrases
- raw data
- real world
- data sets
- longitudinal study
- collected data
- sensor data
- synthetic data
- prior knowledge
- historical data
- end users
- information sources
- high quality
- background knowledge
- training data
- structural information
- image data
- data collection
- computer systems
- data analysis
- complex data
- web data
- data streams
- huge amounts
- missing information
- log data
- domain knowledge
- data quality
- data sources
- data points
- sensor networks
- content analysis
- multiple sources
- private information
- spatial data
- domain experts
- data mining techniques