p-Causality: Identifying Spatiotemporal Causal Pathways for Air Pollutants with Urban Big Data.
Julie Yixuan ZhuChao ZhangShi ZhiVictor O. K. LiJiawei HanYu ZhengPublished in: CoRR (2016)
Keyphrases
- big data
- causal relationships
- causal reasoning
- causal models
- causal relations
- causal inference
- cloud computing
- vast amounts of data
- data processing
- big data analytics
- social media
- causal ordering
- high volume
- data analysis
- massive data
- causal knowledge
- data management
- business intelligence
- data intensive
- unstructured data
- observational data
- knowledge discovery
- causal links
- indirect effects
- health informatics
- data science
- urban areas
- granger causality
- causal structure
- causal discovery
- information processing
- bayesian networks
- social networks
- machine learning
- data mining
- data driven decision making
- huge data
- massive datasets
- air quality
- predictive modeling
- end users
- decision making