Provenance and Annotation of Data and Processes: 5th International Provenance and Annotation Workshop, IPAW 2014, Cologne, Germany, June 9-13, 2014. Revised Selected Papers

Front Matter....Pages I-X
Front Matter....Pages 1-1
 ProvAbs : Model, Policy, and Tooling for Abstracting PROV Graphs....Pages 3-15
ProvGen: Generating Synthetic PROV Graphs with Predictable Structure....Pages 16-27
Front Matter....Pages 29-29
Walking into the Future with PROV Pingback: An Application to OPeNDAP Using Prizms....Pages 31-43
Provenance for Online Decision Making....Pages 44-55
Regenerating and Quantifying Quality of Benchmarking Data Using Static and Dynamic Provenance....Pages 56-67
Front Matter....Pages 69-69
noWorkflow: Capturing and Analyzing Provenance of Scripts....Pages 71-83
 Label Flow: Exploiting Workflow Provenance to Surface Scientific Data Provenance....Pages 84-96
Auditing and Maintaining Provenance in Software Packages....Pages 97-109
Front Matter....Pages 111-111
An Analytical Survey of Provenance Sanitization....Pages 113-126
A Provenance-Based Policy Control Framework for Cloud Services....Pages 127-138
Applying Provenance to Protect Attribution in Distributed Computational Scientific Experiments....Pages 139-151
Front Matter....Pages 153-153
Looking Inside the Black-Box: Capturing Data Provenance Using Dynamic Instrumentation....Pages 155-167
Generating Scientific Documentation for Computational Experiments Using Provenance....Pages 168-179
Computing Location-Based Lineage from Workflow Specifications to Optimize Provenance Queries....Pages 180-193
Front Matter....Pages 195-195
Interrogating Capabilities of IoT Devices....Pages 197-202
A Lightweight Provenance Pingback and Query Service for Web Publications....Pages 203-208
Provenance-Based Searching and Ranking for Scientific Workflows....Pages 209-214
PROV-O-Viz - Understanding the Role of Activities in Provenance....Pages 215-220
Front Matter....Pages 221-221
The Aspect-Oriented Architecture of the CAPS Framework for Capturing, Analyzing and Archiving Provenance Data....Pages 223-225
Improving Workflow Design Using Abstract Provenance Graphs....Pages 226-228
Front Matter....Pages 221-221
Early Discovery of Tomato Foliage Diseases Based on Data Provenance and Pattern Recognition....Pages 229-231
Provenance in Open Data Entity-Centric Aggregation....Pages 232-234
Enhancing Provenance Representation with Knowledge Based on NFR Conceptual Modeling: A Softgoal Catalog Approach....Pages 235-238
Provenance Storage, Querying, and Visualization in PBase....Pages 239-241
Engineering Choices for Open World Provenance....Pages 242-253
Towards Supporting Provenance Gathering and Querying in Different Database Approaches....Pages 254-257
Provenance for Explaining Taxonomy Alignments....Pages 258-260
Challenges for Provenance Analytics Over Geospatial Data....Pages 261-263
Adaptive RDF Query Processing Based on Provenance....Pages 264-266
Using Well-Founded Provenance Ontologies to Query Meteorological Data....Pages 267-270
Applying W3C PROV to Express Geospatial Provenance at Feature and Attribute Level....Pages 271-274
ProvStore: A Public Provenance Repository....Pages 275-277
Sentence Templating for Explaining Provenance....Pages 278-280
Extending PROV Data Model for Provenance-Aware Sensor Web....Pages 281-284
SC-PROV: A Provenance Vocabulary for Social Computation....Pages 285-287
RDataTracker and DDG Explorer....Pages 288-290
Provenance Support for Medical Research....Pages 291-293
Experiencing PROV-Wf for Provenance Interoperability in SWfMSs....Pages 294-296
Back Matter....Pages 297-298