Provenance and scientific workflows: challenges and opportunities

SB Davidson, J Freire - Proceedings of the 2008 ACM SIGMOD …, 2008 - dl.acm.org
Provenance in the context of workflows, both for the data they derive and for their
specification, is an essential component to allow for result reproducibility, sharing, and …

Interactive dynamics for visual analysis: A taxonomy of tools that support the fluent and flexible use of visualizations

J Heer, B Shneiderman - Queue, 2012 - dl.acm.org
The increasing scale and availability of digital data provides an extraordinary resource for
informing public policy, scientific discovery, business strategy, and even our personal lives …

Characterizing provenance in visualization and data analysis: an organizational framework of provenance types and purposes

ED Ragan, A Endert, J Sanyal… - IEEE transactions on …, 2015 - ieeexplore.ieee.org
While the primary goal of visual analytics research is to improve the quality of insights and
findings, a substantial amount of research in provenance has focused on the history of …

The foundations for provenance on the web

L Moreau - Foundations and Trends® in Web Science, 2010 - nowpublishers.com
Provenance, ie, the origin or source of something, is becoming an important concern, since it
offers the means to verify data products, to infer their quality, to analyse the processes that …

Provenance analytics for workflow-based computational experiments: A survey

W Oliveira, DD Oliveira, V Braganholo - ACM Computing Surveys (CSUR …, 2018 - dl.acm.org
Until not long ago, manually capturing and storing provenance from scientific experiments
were constant concerns for scientists. With the advent of computational experiments …

Securing big data provenance for auditors: The big data provenance black box as reliable evidence

D Appelbaum - Journal of emerging technologies in …, 2016 - publications.aaahq.org
The purpose of this article is to highlight a main issue regarding reliable audit evidence
derived from Big Data—that of secure data provenance. Traditionally, audit evidence …

The first provenance challenge

L Moreau, B Ludäscher, I Altintas… - Concurrency and …, 2008 - Wiley Online Library
Abstract The first Provenance Challenge was set up in order to provide a forum for the
community to understand the capabilities of different provenance systems and the …

Direct discriminative pattern mining for effective classification

H Cheng, X Yan, J Han, SY Philip - 2008 IEEE 24th …, 2008 - ieeexplore.ieee.org
The application of frequent patterns in classification has demonstrated its power in recent
studies. It often adopts a two-step approach: frequent pattern (or classification rule) mining …

Small multiples, large singles: A new approach for visual data exploration

S van den Elzen, JJ van Wijk - Computer Graphics Forum, 2013 - Wiley Online Library
We present a novel visual exploration method based on small multiples and large singles for
effective and efficient data analysis. Users are enabled to explore the state space by offering …

VisTrails SAHM: visualization and workflow management for species habitat modeling

JT Morisette, CS Jarnevich, TR Holcombe… - …, 2013 - Wiley Online Library
The Software for Assisted Habitat Modeling (SAHM) has been created to both expedite
habitat modeling and help maintain a record of the various input data, pre‐and post …