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graph management algorithms
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manage and index
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indexing and query processing tec
- how to model the data and the query
- how to store the data
- how to index the data for efficient query processing
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reachability queries
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two obvious methods(naive)
- breath- or depth-first search on graph O(n+m)time
- compute and store the edge transitive closure of the graph
- O(1) time
- O(n*n) storage
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compromise between above two
- spanning tree
- set covering
- compress the reachability information in the transitive closure and answer queries using the compressed data
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概要
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query for tree structured data
- mapping tree structured data into relational schema
- build native XML database
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query for graph structured data
- extend a commercial RDBMS engine to support graph structured data
- design a special purpose graph database(Oracle Spatial network data model)
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graph mining algorithms
- clustering
- classification
- frequent pattern mining
- application