Provenance and Annotation of Data and Processes by Bertram Ludascher
Provenance and Annotation of Data and Processes

Provenance and Annotation of Data and Processes


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About the Book

Standardization of Provenance models, Services, Representation.- ProvAbs: model, policy and tooling for abstracting PROV graphs.- ProvGen: generating provenance graphs with predictable structure.- Walking into the Future with PROV Pingback: An Application to Open dap using Prizms.- Provenance for Online Decision Making.- Regenerating and Quantifying Quality of Benchmarking Data using Static and Dynamic Provenance.- noWorkflow: Capturing and Analyzing Provenance of Scripts.- Label Flow: Exploiting Workflow Provenance to Surface Scientific Data Provenance.- Auditing and Maintaining Provenance in Software Packages.- An Analytical Survey of Provenance Sanitization.- A Provenance-based Policy Control Framework for Cloud Services.- Applying Provenance to Protect Attribution in Distributed Computational Scientific Experiments.- Looking Inside the Black-Box: Capturing Data Provenance using Dynamic Instrumentation.- Generating Scientific Documentation for Computational Experiments Using Provenance.- Optimizing Data Lineage Queries using StaticWorkflow Analysis.- Interrogating Capabilities of IoT Devices.- A Lightweight Provenance Pingback and Query Service for Web Publications.- Scientific Workflow Provenance Searching in PBase.- PROV-O-Viz - Understanding the Role of Activities in Provenance.- The Aspect-Oriented Architecture of the CAPS Framework for Capturing, Analyzing and Archiving Provenance Data.- Improving Workflow Design Using Abstract Provenance Graphs.- Early Discovery of Tomato Foliage Diseases Based on Data Provenance and Pattern Recognition.- Provenance in Open Data Entity-Centric Aggregation.- Enhancing Provenance Representation With Knowledge Based On NFR Conceptual Modeling: A Softgoal Catalog Approach.- Provenance Storage, Querying and Visualization in PBase.- Engineering Choices for Open World Provenance.- Towards Supporting Provenance Gathering and Querying in Different Database Approaches.- Provenance for Explaining Taxonomy Alignments.- Challenges in Modeling Geospatial Provenance.- Adaptive RDF Query Processing based on Provenance.- Using Well-Founded Provenance Ontologies to Query Meteorological Data.- Applying W3C PROV to express Geospatial Provenance at feature and attribute level.- ProvStore: A Public Provenance Repository.- Sentence Templating for Explaining Provenance.- Extending PROV Data Model for Provenance-Aware Sensor Web.- SC-PROV: A Provenance Vocabulary for Social Computation.- RDataTracker and DDG Explorer: Capture, Visualization and Querying of Provenance from R Scripts.- Provenance Support for Medical Research.- Experiencing PROV-Wf for Provenance Interoperability in SWfMSs.


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Product Details
  • ISBN-13: 9783319164618
  • Publisher: Springer
  • Publisher Imprint: Springer
  • Edition: 2015 ed.
  • Language: English
  • Returnable: Y
  • Spine Width: 17 mm
  • Weight: 485 gr
  • ISBN-10: 3319164619
  • Publisher Date: 14 May 2015
  • Binding: Paperback
  • Height: 234 mm
  • No of Pages: 298
  • Series Title: English
  • Sub Title: 5th International Provenance and Annotation Workshop, Ipaw 2014, Cologne, Germany, June 9-13, 2014. Revised Selected Papers
  • Width: 156 mm


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