Databases as Graphs: Predictive Queries for Declarative Machine Learning.
Jure LeskovecPublished in: PODS (2023)
Keyphrases
- machine learning
- databases
- database queries
- database
- query processing
- knowledge representation
- data retrieval
- knowledge discovery
- query language
- machine learning methods
- data sources
- disk resident
- relational database management systems
- relational database systems
- indexing techniques
- predictive modeling
- web search engines
- range queries
- query evaluation
- relational databases
- efficient processing
- metadata
- web databases
- machine learning algorithms
- reachability queries
- text mining
- database systems
- data mining
- database management systems
- response time
- data warehouse
- graph data
- learning algorithm
- data objects
- graph structure
- structured data
- similarity search
- query interface
- decision trees