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Provenance and Annotation of Data and Processes

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

  • Conference proceedings
  • © 2015

Overview

Editors:
  1. Bertram Ludäscher

    1. University of Illinois, Urbana-Champaign, USA

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    You can also search for this editor in PubMed   Google Scholar

  2. Beth Plale

    1. Indiana University, Bloomington, USA

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    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 8628)

Part of the book sub series: Information Systems and Applications, incl. Internet/Web, and HCI (LNISA)

Included in the following conference series:

Conference proceedings info: IPAW 2014.

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Table of contents (39 papers)

  1. Front Matter

    Pages I-X
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  2. Standardization of Provenance Models, Services, Representations

    1. Front Matter

      Pages 1-1
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    2. ProvAbs: Model, Policy, and Tooling for Abstracting PROV Graphs

      • Paolo Missier, Jeremy Bryans, Carl Gamble, Vasa Curcin, Roxana Danger
      Pages 3-15

    3. ProvGen: Generating Synthetic PROV Graphs with Predictable Structure

      • Hugo Firth, Paolo Missier
      Pages 16-27

  3. Applications of Provenance

    1. Front Matter

      Pages 29-29
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    2. Walking into the Future with PROV Pingback: An Application to OPeNDAP Using Prizms

      • Timothy Lebo, Patrick West, Deborah L. McGuinness
      Pages 31-43

    3. Provenance for Online Decision Making

      • Amir Sezavar Keshavarz, Trung Dong Huynh, Luc Moreau
      Pages 44-55

    4. Regenerating and Quantifying Quality of Benchmarking Data Using Static and Dynamic Provenance

      • Devarshi Ghoshal, Arun Chauhan, Beth Plale
      Pages 56-67

  4. Provenance Management Architectures and Techniques

    1. Front Matter

      Pages 69-69
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    2. noWorkflow: Capturing and Analyzing Provenance of Scripts

      • Leonardo Murta, Vanessa Braganholo, Fernando Chirigati, David Koop, Juliana Freire
      Pages 71-83

    3. LabelFlow: Exploiting Workflow Provenance to Surface Scientific Data Provenance

      • Pinar Alper, Khalid Belhajjame, Carole A. Goble, Pinar Karagoz
      Pages 84-96

    4. Auditing and Maintaining Provenance in Software Packages

      • Quan Pham, Tanu Malik, Ian Foster
      Pages 97-109

  5. Security and Privacy Implications of Provenance

    1. Front Matter

      Pages 111-111
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    2. An Analytical Survey of Provenance Sanitization

      • James Cheney, Roly Perera
      Pages 113-126

    3. A Provenance-Based Policy Control Framework for Cloud Services

      • Mufajjul Ali, Luc Moreau
      Pages 127-138

    4. Applying Provenance to Protect Attribution in Distributed Computational Scientific Experiments

      • Luiz M. R. Gadelha Jr., Marta Mattoso
      Pages 139-151

  6. Provenance Discovery and Data Reproducibility

    1. Front Matter

      Pages 153-153
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    2. Looking Inside the Black-Box: Capturing Data Provenance Using Dynamic Instrumentation

      • Manolis Stamatogiannakis, Paul Groth, Herbert Bos
      Pages 155-167

    3. Generating Scientific Documentation for Computational Experiments Using Provenance

      • Adianto Wibisono, Peter Bloem, Gerben K. D. de Vries, Paul Groth, Adam Belloum, Marian Bubak
      Pages 168-179

    4. Computing Location-Based Lineage from Workflow Specifications to Optimize Provenance Queries

      • Saumen Dey, Sven Köhler, Shawn Bowers, Bertram Ludäscher
      Pages 180-193
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  1. Provenance and Annotation of Data and Processes

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About this book

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.

Editors and Affiliations

  • University of Illinois, Urbana-Champaign, USA

    Bertram Ludäscher

  • Indiana University, Bloomington, USA

    Beth Plale

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