伟德BETVLCTOR前沿課開課通知
【課程名稱】電子信息學科前沿基礎課程——空間大數據
【課程編号】 0521401
【主講人】University of Calgary 加拿大王欣副教授
【時間、地點】
時間 | 地點 |
11月4日8：15~11：40 13：15~16：30 | 3415 |
11月5日8：15~11：40 13：15~16：30 | 3415 |
【授課内容】
1. Introduction to Spatial Databases
1. 1 Overview
1.2 GIS and SDBMS
1.3 An Example of an SDBMS Application
2. Spatial Data Models and Indexing
2.1 Models of Spatial Information
2.1.1 Field-Based Model
2.1.2 Object-Based Models
2.1.3 Spatial Data Types
2.1.4 Operations on Spatial Objects
2.2 Spatial Indexing
2.2.1Grid Files
2.2.2 R-Trees
2.2.3 Cost Models
3. Spatial Networks
3.1 Example of Spatial Network Databases
3.2 Conceptual, Logical, and Physical Data Models
3.3 Graph Algorithms
4. Introductions to Data Mining
4.1 Concept of Data Mining
4.2 Interesting Patterns
4.3 Example Applications
5 Spatial Data Mining
5.1 Motivation of Spatial Data Mining
5.2 Classification
5.3 Clustering
5.4 Association Rule Mining
伟德BETVLCTOR
2015/10/20