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

by Marta Mattoso (Editor)

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 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 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 & Demonstrating Complementary Provenance from NoWorkflow & YesWorkflow.- a System to Document and Analyze Distributed Heterogeneous Workflows.- A JSON and Linked Data Representation for Provenance.- Provenance as Essential Infrastructure for Data Lakes.- Provenance-Based 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 Provenance Challenges.- Fine-Grained Provenance Collection over Scripts Through Program Slicing.- An Algorithm for Automatically Constructing ProvONEProvenance Graphs.- Implementing Unied Why- and Why-Not Provenance through Games.- 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 A NASA-Based Example.- A Data Federation with Provenance Support.

250 pages, Paperback

Published June 12, 2016