Provenance and Annotation of Data and Process Third International Provenance and Annotation Workshop, IPAW 2010, Troy, NY, USA, June 15-16, 2010, Revised Selected Papers

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Bibliographic Details
Main Authors McGuinness, Deborah L, Michaelis, James R, Moreau, Luc
Format eBook
LanguageEnglish
Published Netherlands Springer Nature 2010
Springer Berlin / Heidelberg
Edition1
Subjects
Online AccessGet full text
ISBN9783642178191
3642178197
9783642178184
3642178189

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Table of Contents:
  • An Approach to Enhancing Workflows Provenance by Leveraging Web 2.0 to Increase Information Sharing, Collaboration and Reuse -- Introduction -- Web 2.0 and Scientific Workflow Provenance -- Using the Open Provenance Model with ATOM -- Use Case Scenario -- Summary -- References -- StarFlow: A Script-Centric Data Analysis Environment -- Introduction -- Features of a Workflow Engine for Data Analysis -- Tracking Dependencies -- Using the Dependency Network -- Workflow Abstraction -- Integration with the Programming Environment -- StarFlow -- Design Principles -- Tracking Dependencies -- Exploring, Updating and Sharing -- Basic Use Case -- Workflow Abstraction -- Future Directions -- Conclusion -- GExpLine: A Tool for Supporting Experiment Composition -- Introduction -- GExpLine -- GExpLine Prospective Provenance Model -- Modeling a Deep Water Oil Exploitation Experiment -- Related Work -- Conclusion -- References -- Data Provenance in Distributed Propagator Networks -- Introduction -- Propagator Networks -- Propagators in a Distributed System -- Adding Provenance to Propagator Networks -- Related Work -- Contributions and Future Work -- Towards Provenance Aware Comment Tracking for Web Applications -- Introduction -- Deliverables -- Related Work -- The Provenance Aware Comment Tracker (PACT) Model -- Exemplar Application: US Global Aid -- Use Case 1: Problem in Mashup -- Use Case 2: Problem with Data -- Discussion and Conclusion -- Browsing Proof Markup Language Provenance: Enhancing the Experience -- Introduction -- Usability -- Performance: Preprocessed Views -- Towards a Threat Model for Provenance in e-Science -- Introduction -- Security Requirements for Provenance Systems -- Concluding Remarks -- Provenance Support for Content Management Systems: A Drupal Example -- Introduction -- Provenance Support for Drupal
  • ProvenanceJS: Revealing the Provenance of Web Pages
  • Intro -- Title Page -- Preface -- Organization -- Table of Contents -- Keynotes -- On Provenance and Privacy -- Papers -- The Provenance of Workflow Upgrades -- Introduction -- Workflow Upgrades -- Background -- Detecting the Need for Upgrades -- Processing Upgrades -- Provenance Concerns -- Implementation -- Discussion -- Related Work -- Conclusion and Future Work -- Approaches for Exploring and Querying Scientific Workflow Provenance Graphs -- Introduction -- Model of Provenance and Query Language -- The Provenance Browser -- Related Work -- Conclusion -- Automatic Provenance Collection and Publishing in a Science Data Production Environment-Early Results -- Introduction -- A Non-intrusive Science Data System -- Identity Management -- Provenance Management -- Issues Raised -- Leveraging the Open Provenance Model as a Multi-tier Model for Global Climate Research -- Introduction -- Relevant Research -- Multi-tier Provenance Model -- Discussion -- Conclusion -- References -- Understanding Collaborative Studies through Interoperable Workflow Provenance -- Introduction -- Building Collaborative Views -- Expressing Collaborative Queries -- Filtering Dependency Views Using QLP -- Relation between the Collaborative Model and OPM -- Conceptual Interoperability Scenario -- Related Work -- Conclusion -- Provenance of Software Development Processes -- Introduction -- Software Development Processes -- Questions -- A Provenance-Aware Software Development Process -- Evaluation and Conclusions -- Provenance-Awareness in R -- Introduction -- CXXR -- History -- How R Works -- Making CXXR Provenance-Aware -- What Provenance? -- Implementation -- Storing -- Recording -- Retrieval -- Issues -- Conclusion -- Further Work -- SAF: A Provenance-Tracking Framework for Interoperable Semantic Applications -- Introduction -- Related Work -- Demonstration -- Implementation
  • Architecture and Security Model -- Client-Side Implementation -- Summary -- Future Work -- References -- Publishing and Consuming Provenance Metadata on the Web of Linked Data -- Introduction -- The Web of Data -- The Need for Provenance Metadata in the Web of Data -- Contributions and Structure -- Describing Provenance of Linked Data -- Overview of the Provenance Vocabulary -- Design Principles of the Provenance Vocabulary -- Publishing Provenance Descriptions about Linked Data -- Adding Provenance to Linked Data Objects -- Adding Provenance to RDF Dumps -- Providing Provenance Information at SPARQL Endpoints -- Metadata Extensions that Simplify the Publication -- Consuming Provenance from the Web of Data -- Querying for Provenance Metadata -- The Example Scenario -- Comparing the Timeliness -- Related Work -- Conclusion -- POMELo: A PML Online Editor -- Introduction -- Proof Markup Language (PML) -- PML-P: Provenance -- PML-J: Justification -- PML-T: Trust -- Related Work -- Features of POMELo -- Examples of Use -- Example 1: Visualizing PML -- Example 2: Editing and Validating PML -- Future Work -- Conclusions -- Capturing Provenance in the Wild -- The Challenge of "Open World" Provenance Capture -- Provenance Capture at Distributed System Coordination Points -- Evaluation -- Conclusions -- References -- Automatically Adapting Source Code to Document Provenance -- Introduction -- Overview and Case Study -- Process Documentation -- Identifiers and Querying -- Granularity and Procedure Calls -- Adaptation -- Explicate and Identify Stages -- Augment Stage -- Conclusions -- Using Data Provenance to Measure Information Assurance Attributes -- Introduction -- Previous Work -- Subjective Logic -- Implementation Details -- Analyzing the Records -- Integrity -- Authenticity -- Confidentiality -- Non-repudiation -- Availability
  • Introduction to PMAF -- PMAF Background -- Provenance Model -- Resource -- Provenance Metadata -- Pedigree Fragment -- Root Pedigree -- Provenance Subgraph -- Provenance Represented in RDF -- PMAF Architecture -- Pedigree Assembler -- Assessment Query -- Subgraph Query -- Pedigree Publisher -- Publish API -- PMAF Interfaces -- PMAF Assessments -- PMAF Vocabularies -- PMAF Applications -- PMAF Demonstration -- References -- Provenance-Based Strategies to Develop Trust in Semantic Web Applications -- Introduction -- Related Work -- Supreme Court: Justices and Decision Making -- Application Domain -- Tools and Techniques: Advantages and Challenges -- Developing Trust through Provenance -- Provenance of Subject-Centric Queries -- Use Cases Addressed by Provenance of User Interface Invocation -- Use Case Addressed by Provenance of Subject Scope -- Conclusions -- Reflections on Provenance Ontology Encodings -- Introduction -- Semantic Web Provenance Ontologies -- Concept Coverage Analyses -- Concept Modeling Analyses -- Conclusion -- References -- Abstract Provenance Graphs: Anticipating and Exploiting Schema-Level Data Provenance -- Introduction -- Motivation -- Abstract Provenance Graphs -- Abstract Provenance Flowgraphs -- Variations of Abstract Provenance Graphs -- Related Work -- Conclusion -- On the Use of Semantic Abstract Workflows Rooted on Provenance Concepts -- Introduction -- Background -- Semantic Abstract Workflows -- Proof Markup Language -- Integrating Process and Provenance Concepts -- Discussion -- Conclusion -- Provenance of Decisions in Emergency Response Environments -- Introduction -- Provenance of Decisions: Tracing Decisions Made by Emergency Responders -- Decisions in RoboCup Rescue Simulation -- Provenance-Aware RoboCup Rescue Simulation -- OPM-Based RCRS Provenance Information -- Related Work -- Conclusion and Future Work
  • Summarizing Information with an Icon -- Sample Visualization -- Conclusion -- References -- Explorations into the Provenance of High Throughput Biomedical Experiments -- Introduction -- The Translational Research Provenance Vision -- High Throughput Experiments and Provenance -- Related Work -- MAGE -- Round Trip Analysis -- General Purpose Provenance Models -- Methods -- Evaluation -- Results -- Discussion -- Future Work -- Conclusion -- Janus: From Workflows to Semantic Provenance and Linked Open Data -- Introduction -- Paper Scope and Contributions -- Related Work -- A Concrete Example -- The Janus Semantic Provenance Infrastructure -- Modeling Domain-Agnostic Provenance in Janus -- Modeling Semantic Provenance in Janus -- Provenance Query Infrastructure for Janus -- Taverna Provenance and Linked Data -- Publishing Taverna Provenance as Linked Data -- Consuming Taverna Provenance as Linked Data -- Conclusions and Further Work -- Provenance-Aware Faceted Search in Drupal -- Introduction -- Related Work -- Capturing and Publishing Provenance in Drupal -- Provenance-Aware Faceted Search in Drupal -- Conclusion and Future Work -- References -- Securing Provenance-Based Audits -- Introduction -- Provenance Model Overview -- Securing the Recording and Storage Stage -- Provenance-Based Auditing Architecture -- Data Request Protocol Formalisation -- Storage Stage -- Securing the Querying and Analysis Stage -- Secured Provenance Graph -- Secured Provenance Graph Integrity Checking -- Securing Provenance Based-Audits -- Related Work -- Conclusions -- System Transparency, or How I Learned to Worry about Meaning and Love Provenance! -- Introduction -- Use Cases -- System Requirements -- Knowledge Provenance -- Provenance Visualization -- Demonstration -- Discussion and Conclusions -- Pedigree Management and Assessment Framework (PMAF)