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

This book constitutes the revised selected papers of the 5th International Provenance and Annotation Workshop, IPAW 2014, held in Cologne, Germany in June 2014. The 14 long papers, 20 short papers and 4 extended abstracts presented were carefully reviewed and selected from 53 submissions. The papers include tools that enable provenance capture from software compilers, from web publications, and from scripts, using existing audit logs, and employing both static and dynamic instrumentation. 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