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Provenance and Annotation of Data and Processes

  • Kartonierter Einband
  • 252 Seiten
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This book constitutes the refereed proceedings of the 6th International Provenance and Annotation Workshop, IPAW 2016, held in McL... Weiterlesen
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Beschreibung

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 presentedwere 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.

Includes supplementary material: sn.pub/extras



Klappentext

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.



Zusammenfassung
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.


Inhalt
RecProv: Towards Provenance-Aware Userspace Record and Replay.- Tracking and Analyzing the Evolution of Provenance from Scripts.- Trade-offs in Automatic Provenance Capture.- Analysis of Memory Constrained Live Provenance.- Analyzing Provenance across Heterogeneous Provenance Graphs.- Prov Viewer: A Graph-Based Visualization Tool for Interactive Exploration of Provenance Data.- Intermediate Notation for Provenance and Workflow Reproducibility.- Towards the Domain Agnostic Generation of Natural Language Explanations from Provenance Graphs for Casual Users.- Versioning Version Trees: The Provenance of Actions that Affect MultipleVersions.- Enabling Web Service Request Citation by Provenance Information.- Modelling Provenance of Sensor Data for Food Safety Compliance Checking.- Modelling Provenance Collection Points and Their Impact on Provenance Graphs.- Yin & Yang: Demonstrating Complementary Provenance from NoWorkflow & YesWorkflow.- MPO: a System to Document and Analyze Distributed Heterogeneous Workflows.- PROV-JSONLD: A JSON and Linked Data Representation for Provenance.- Provenance as Essential Infrastructure for Data Lakes.- Provenance-Based Retrieval: Fostering Reuse and Reproducibility across Scientific Disciplines.- Addressing Scientific Rigor in Data Analytics Using Semantic Workflows.- Reconstructing Human-Generated Provenance through Similarity-Based Clustering.- Social Media Data in Research: Provenance Challenges.- Fine-Grained Provenance Collection over Scripts Through Program Slicing.- Prov2ONE: An Algorithm for Automatically Constructing ProvONEProvenance Graphs.- Implementing Unied Why- and Why-Not Provenance through Games.- SisGExp: Rethinking Long-Tail Agronomic Experiments.- Towards Provenance Capturing of Quantified Self Data.- A Review of Guidelines and Models for Representation of Provenance Information from Neuroscience Experiments.- Tracking and Establishing Provenance of Earth Science Datasets: A NASA-Based Example.- DataONE: A Data Federation with Provenance Support.

Produktinformationen

Titel: Provenance and Annotation of Data and Processes
Untertitel: 6th International Provenance and Annotation Workshop, IPAW 2016, McLean, VA, USA, June 7-8, 2016, Proceedings
Editor:
EAN: 9783319405926
ISBN: 3319405926
Format: Kartonierter Einband
Herausgeber: Springer International Publishing
Genre: Anwendungs-Software
Anzahl Seiten: 252
Gewicht: 388g
Größe: H235mm x B155mm x T13mm
Jahr: 2016
Untertitel: Englisch
Auflage: 1st ed. 2016

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