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© 2016

Provenance and Annotation of Data and Processes

6th International Provenance and Annotation Workshop, IPAW 2016, McLean, VA, USA, June 7-8, 2016, Proceedings

  • Marta Mattoso
  • Boris Glavic
Conference proceedings IPAW 2016

Part of the Lecture Notes in Computer Science book series (LNCS, volume 9672)

Also part of the Information Systems and Applications, incl. Internet/Web, and HCI book sub series (LNISA, volume 9672)

Table of contents

  1. Front Matter
    Pages I-XI
    PDF

  2. Provenance Capture

    1. Front Matter
      Pages 1-1
      PDF
    2. RecProv: Towards Provenance-Aware User Space Record and Replay
      Yang Ji, Sangho Lee, Wenke Lee
      Pages 3-15
    3. Tracking and Analyzing the Evolution of Provenance from Scripts
      João Felipe Pimentel, Juliana Freire, Vanessa Braganholo, Leonardo Murta
      Pages 16-28
    4. Trade-Offs in Automatic Provenance Capture
      Manolis Stamatogiannakis, Hasanat Kazmi, Hashim Sharif, Remco Vermeulen, Ashish Gehani, Herbert Bos et al.
      Pages 29-41
    5. Analysis of Memory Constrained Live Provenance
      Peng Chen, Tom Evans, Beth Plale
      Pages 42-54

  3. Provenance Analysis and Visualization

    1. Front Matter
      Pages 55-55
      PDF
    2. Analyzing Provenance Across Heterogeneous Provenance Graphs
      Wellington Oliveira, Paolo Missier, Kary Ocaña, Daniel de Oliveira, Vanessa Braganholo
      Pages 57-70
    3. Prov Viewer: A Graph-Based Visualization Tool for Interactive Exploration of Provenance Data
      Troy Kohwalter, Thiago Oliveira, Juliana Freire, Esteban Clua, Leonardo Murta
      Pages 71-82
    4. Intermediate Notation for Provenance and Workflow Reproducibility
      Danius T. Michaelides, Richard Parker, Chris Charlton, William J. Browne, Luc Moreau
      Pages 83-94
    5. Towards the Domain Agnostic Generation of Natural Language Explanations from Provenance Graphs for Casual Users
      Darren P. Richardson, Luc Moreau
      Pages 95-106

  4. Provenance Models and Applications

    1. Front Matter
      Pages 107-107
      PDF
    2. Versioning Version Trees: The Provenance of Actions that Affect Multiple Versions
      David Koop
      Pages 109-121
    3. Enabling Web Service Request Citation by Provenance Information
      Nicholas John Car, Laura S. Stanford, Aaron Sedgmen
      Pages 122-133
    4. Modelling Provenance of Sensor Data for Food Safety Compliance Checking
      Milan Markovic, Peter Edwards, Martin Kollingbaum, Alan Rowe
      Pages 134-145
    5. Modelling Provenance Collection Points and Their Impact on Provenance Graphs
      David Gammack, Steve Scott, Adriane P. Chapman
      Pages 146-157

  5. System Demonstrations

    1. Front Matter
      Pages 159-159
      PDF
    2. Yin & Yang: Demonstrating Complementary Provenance from noWorkflow & YesWorkflow
      João Felipe Pimentel, Saumen Dey, Timothy McPhillips, Khalid Belhajjame, David Koop, Leonardo Murta et al.
      Pages 161-165
    3. MPO: A System to Document and Analyze Distributed Heterogeneous Workflows
      Kesheng Wu, Elizabeth N. Coviello, S. M. Flanagan, Martin Greenwald, Xia Lee, Alex Romosan et al.
      Pages 166-170

  6. Joint IPAW/TaPP Poster Session

    1. Front Matter
      Pages 171-171
      PDF
    2. PROV-JSONLD: A JSON and Linked Data Representation for Provenance
      Trung Dong Huynh, Danius T. Michaelides, Luc Moreau
      Pages 173-177
    3. Provenance as Essential Infrastructure for Data Lakes
      Isuru Suriarachchi, Beth Plale
      Pages 178-182
    4. Provenance-Based Retrieval: Fostering Reuse and Reproducibility Across Scientific Disciplines
      Lucas Augusto Montalvão Costa Carvalho, Rodrigo L. Silveira, Caroline S. Pereira, Munir S. Skaf, Claudia Bauzer Medeiros
      Pages 183-186
    5. Addressing Scientific Rigor in Data Analytics Using Semantic Workflows
      John S. Erickson, John Sheehan, Kristin P. Bennett, Deborah L. McGuinness
      Pages 187-190
    6. Reconstructing Human-Generated Provenance Through Similarity-Based Clustering
      Tom De Nies, Erik Mannens, Rik Van de Walle
      Pages 191-194
    7. Social Media Data in Research: Provenance Challenges
      David Corsar, Milan Markovic, Peter Edwards
      Pages 195-198
    8. Fine-Grained Provenance Collection over Scripts Through Program Slicing
      João Felipe Pimentel, Juliana Freire, Leonardo Murta, Vanessa Braganholo
      Pages 199-203
    9. Prov2ONE: An Algorithm for Automatically Constructing ProvONE Provenance Graphs
      Ajinkya Prabhune, Aaron Zweig, Rainer Stotzka, Michael Gertz, Juergen Hesser
      Pages 204-208
    10. Implementing Unified Why- and Why-Not Provenance Through Games
      Seokki Lee, Sven Köhler, Bertram Ludäscher, Boris Glavic
      Pages 209-213
    11. SisGExp: Rethinking Long-Tail Agronomic Experiments
      Sergio Manuel Serra da Cruz, José Antonio Pires do Nascimento
      Pages 214-217
    12. Towards Provenance Capturing of Quantified Self Data
      Andreas Schreiber, Doreen Seider
      Pages 218-221
    13. A Review of Guidelines and Models for Representation of Provenance Information from Neuroscience Experiments
      Margarita Ruiz-Olazar, Evandro S. Rocha, Sueli S. Rabaça, Carlos Eduardo Ribas, Amanda S. Nascimento, Kelly R. Braghetto
      Pages 222-225
    14. Tracking and Establishing Provenance of Earth Science Datasets: A NASA-Based Example
      Hampapuram K. Ramapriyan, Justin C. Goldstein, Hook Hua, Robert E. Wolfe
      Pages 226-229
    15. DataONE: A Data Federation with Provenance Support
      Yang Cao, Christopher Jones, Víctor Cuevas-Vicenttín, Matthew B. Jones, Bertram Ludäscher, Timothy McPhillips et al.
      Pages 230-234
  7. Erratum to: Trade-Offs in Automatic Provenance Capture
    Manolis Stamatogiannakis, Hasanat Kazmi, Hashim Sharif, Remco Vermeulen, Ashish Gehani, Herbert Bos et al.
    Pages E1-E1
    PDF
  8. Back Matter
    Pages 235-236
    PDF

About these proceedings

Introduction

This book constitutes the refereed proceedings of the 6th International Provenance and Annotation Workshop, IPAW 2016, held in McLean, VA, USA, in June 2016.

The 12 revised full papers, 14 poster papers, and 2 demonstration papers presented
were carefully reviewed and selected from 54 submissions. The papers feature state-of-the-art research and practice around the automatic capture, representation, and use of provenance. They are organized in topical sections on provenance capture, provenance analysis and visualization, and provenance models and applications.

Keywords

annotation database systems data integration data management data provenance Internet ontology provenance graphs semantics social computing social media software engineering

Editors and affiliations

  • Marta Mattoso
    • 1
  • Boris Glavic
    • 2
  1. 1.COPPE/UFRJRio de JaneiroBrazil
  2. 2.Illinois Institute of TechnologyChicagoUSA

Bibliographic information