International Workshop on Challenges and Visions in the Social Sciences

Data driven vs. hypothesis-driven research in the social sciences

author:Jörg Reichardt, Institute for Theoretical Physics - University of Würzburg
published: Sept. 26, 2008, recorded: August 2008, views: 270

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Slides

Slides
0:00	Hypothesis- vs. Data-Driven Research
0:30	Hypothesis Driven
2:10	Hypothesis Driven / Data Driven
3:29	Market Research as an Example
3:56	Interpretation of Bidder Groups
6:07	A well defined Problem: Planted Partitions
8:20	Impossible-to- Trivial- Transition
10:10	A Worst Case Scenario: 3 Links per Node
10:39	Why this transition?
14:49	Algorithm Independent Results
15:47	Influence of Graph Topology on Min-Cut Partition part1
16:04	Influence of Graph Topology on Min-Cut Partition part2
16:16	Influence of Graph Topology on Min-Cut Partition part3
17:17	Influence of Graph Topology on Min-Cut Partition part4
17:17	Influence of Graph Topology on Min-Cut Partition part4
17:20	Influence of Graph Topology on Min-Cut Partition part5
17:50	Influence of Graph Topology on Min-Cut Partition part6
18:03	Influence of Graph Topology on Min-Cut Partition part7
18:13	Influence of Graph Topology on Min-Cut Partition part8
18:15	Influence of Graph Topology on Min-Cut Partition part9
19:10	Influence of Graph Topology on Min-Cut Partition part5
20:09	Influence of Graph Topology on Min-Cut Partition part6
21:12	Influence of Graph Topology on Min-Cut Partition part9
23:39	How does pc in depend on Degree Distribution?
23:48	Influence of Graph Topology on Min-Cut Partition part9
23:53	How does pc in depend on Degree Distribution?
25:31	Influence of Graph Topology on Min-Cut Partition part9
25:35	How does pc in depend on Degree Distribution?
26:07	Inclusion of Prior Knowledge
26:55	Finite Size Effects
28:11	Unequal Cluster Sizes
29:27	Conclusion part1
29:48	Conclusion part2
30:35	Conclusion part3
32:17	Conclusion part4
32:34	Conclusion part5
32:35	Conclusion part6
32:37	Conclusion part7
32:38	Conclusion part8
32:53	Conclusion part9
33:16	References

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