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Open City Data Pipeline: Collecting, Integrating, and Predicting Open City Data

Published on Jul 15, 20151635 Views

Patrik Schneider

Having access to high quality and recent data is crucial both for decision makers in cities as well as for informing the public, likewise, infrastructure providers could offer more tailored solutions

4th Workshop on Knowledge Discovery and Data Mining Meets Linked Open Data (Know@LOD)

Related categories

Big DataSemantic Web

Chapter list

Open City Data Pipeline - 100:00
Motivation00:31
Aim01:43
Challenges02:42
Open City Data Pipeline - 203:32
City Data Model04:34
Urban Audit05:22
United Nations06:09
Combining different Data Sets06:48
Prediction of Missing Values07:36
Base Methods07:42
A1: Building Complete Subsets08:51
A2: Principal Component Regression09:39
Results and Future Work10:44
Discussion of Results10:44
Publishing as Linked Data11:46
Ongoing / Outlook12:19