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When History Matters - Assessing Reliability for the Reuse of Scientific Workflows
Published on Nov 28, 20134317 Views
Scientific workflows play an important role in computational research as essential artifacts for communicating the methods used to produce research findings. We are witnessing a growing number of effo
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Chapter list
When History Matters: Assessing Reliability for the Reuse of Scientific Workflows00:00
The research life cycle00:13
47 of 53 “landmark”publications could not be replicated01:05
Nature biotechnology01:23
Means for preserving scientific methods01:50
Workflow decay - 102:29
Workflow decay - 202:50
Dealing with decay03:56
Measuring decay04:34
But history is important for reuse …06:35
History and reliability07:02
Three main metrics08:12
Quantifying reliability09:08
Visually10:09
Monitoring decay10:46
Evaluation - 111:31
Evaluation - 212:52
Evaluation - 313:06
Lessons learnt14:26
W4Ever16:36