Provenance and Annotation of Data and Processes

Provenance and Annotation of Data and Processes PDF Author: Juliana Freire
Publisher: Springer Science & Business Media
ISBN: 3540899642
Category : Business & Economics
Languages : en
Pages : 339

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Book Description
This book constitutes the thoroughly refereed post-conference proceedings of the Second International Provenance and Annotation Workshop, IPAW 2008, held in Salt Lake City, UT, USA, in June 2007. The 14 revised full papers and 15 revised short and demo papers presented together with 2 keynote lectures were carefully reviewed and selected from 40 submissions. The paper are organized in topical sections on provenance: models and querying; provenance: visualization, failures, identity; provenance and workflows; provenance for streams and collaboration; and applications.

Provenance and Annotation of Data and Processes

Provenance and Annotation of Data and Processes PDF Author: Juliana Freire
Publisher: Springer Science & Business Media
ISBN: 3540899642
Category : Business & Economics
Languages : en
Pages : 339

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Book Description
This book constitutes the thoroughly refereed post-conference proceedings of the Second International Provenance and Annotation Workshop, IPAW 2008, held in Salt Lake City, UT, USA, in June 2007. The 14 revised full papers and 15 revised short and demo papers presented together with 2 keynote lectures were carefully reviewed and selected from 40 submissions. The paper are organized in topical sections on provenance: models and querying; provenance: visualization, failures, identity; provenance and workflows; provenance for streams and collaboration; and applications.

Provenance and Annotation of Data

Provenance and Annotation of Data PDF Author: Luc Moreau
Publisher: Springer Science & Business Media
ISBN: 354046302X
Category : Business & Economics
Languages : en
Pages : 298

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Book Description
This book constitutes the thoroughly referred post-proceedings of the International Provenance and Annotation Workshops, IPAW 2006, held in Chicago, Il, USA in May 2006. The 26 revised full papers presented together with two keynote papers were carefully selected for presentation during two rounds of reviewing and improvement. The papers are organized in topical sections.

Provenance in Databases

Provenance in Databases PDF Author: James Cheney
Publisher: Now Publishers Inc
ISBN: 1601982321
Category : Computers
Languages : en
Pages : 111

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Book Description
Reviews research over the past ten years on why, how, and where provenance, clarifies the relationships among these notions of provenance, and describes some of their applications in confidence computation, view maintenance and update, debugging, and annotation propagation

Provenance and Annotation of Data and Process

Provenance and Annotation of Data and Process PDF Author: Deborah L. McGuinness
Publisher: Springer
ISBN: 3642178197
Category : Computers
Languages : en
Pages : 318

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Book Description
The 7 revised full papers, 11 revised medium-length papers, 6 revised short, and 7 demo papers presented together with 10 poster/abstract papers describing late-breaking work were carefully reviewed and selected from numerous submissions. Provenance has been recognized to be important in a wide range of areas including databases, workflows, knowledge representation and reasoning, and digital libraries. Thus, many disciplines have proposed a wide range of provenance models, techniques, and infrastructure for encoding and using provenance. The papers investigate many facets of data provenance, process documentation, data derivation, and data annotation.

Data Provenance and Data Management in eScience

Data Provenance and Data Management in eScience PDF Author: Qing Liu
Publisher: Springer
ISBN: 3642299318
Category : Technology & Engineering
Languages : en
Pages : 184

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Book Description
This book covers important aspects of fundamental research in data provenance and data management(DPDM), including provenance representation and querying, as well as practical applications in such domains as clinical trials, bioinformatics and radio astronomy.

Provenance and Annotation of Data and Processes

Provenance and Annotation of Data and Processes PDF Author: Marta Mattoso
Publisher: Springer
ISBN: 3319405934
Category : Computers
Languages : en
Pages : 236

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Book Description
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.

Provenance and Annotation of Data and Processes

Provenance and Annotation of Data and Processes PDF Author: Bertram Ludäscher
Publisher: Springer
ISBN: 3319164627
Category : Computers
Languages : en
Pages : 298

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Book Description
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.

Secure Data Provenance and Inference Control with Semantic Web

Secure Data Provenance and Inference Control with Semantic Web PDF Author: Bhavani Thuraisingham
Publisher: CRC Press
ISBN: 1466569433
Category : Computers
Languages : en
Pages : 482

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Book Description
With an ever-increasing amount of information on the web, it is critical to understand the pedigree, quality, and accuracy of your data. Using provenance, you can ascertain the quality of data based on its ancestral data and derivations, track back to sources of errors, allow automatic re-enactment of derivations to update data, and provide attribution of the data source. Secure Data Provenance and Inference Control with Semantic Web supplies step-by-step instructions on how to secure the provenance of your data to make sure it is safe from inference attacks. It details the design and implementation of a policy engine for provenance of data and presents case studies that illustrate solutions in a typical distributed health care system for hospitals. Although the case studies describe solutions in the health care domain, you can easily apply the methods presented in the book to a range of other domains. The book describes the design and implementation of a policy engine for provenance and demonstrates the use of Semantic Web technologies and cloud computing technologies to enhance the scalability of solutions. It covers Semantic Web technologies for the representation and reasoning of the provenance of the data and provides a unifying framework for securing provenance that can help to address the various criteria of your information systems. Illustrating key concepts and practical techniques, the book considers cloud computing technologies that can enhance the scalability of solutions. After reading this book you will be better prepared to keep up with the on-going development of the prototypes, products, tools, and standards for secure data management, secure Semantic Web, secure web services, and secure cloud computing.

Provenance and Annotation of Data and Processes

Provenance and Annotation of Data and Processes PDF Author: Boris Glavic
Publisher: Springer Nature
ISBN: 3030809609
Category : Computers
Languages : en
Pages : 274

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Book Description
This book constitutes the proceedings of the 8th and 9th International Provenance and Annotation Workshop, IPAW 2020 and IPAW 2021 which were held as part of ProvenanceWeek in 2020 and 2021. Due to the COVID-19 pandemic, PropvenanceWeek 2020 was held as a 1-day virtual event with brief teaser talks on June 22, 2020. In 2021, the conference was held virtually during July 19-22, 2021. The 11 full papers and 12 posters and system demonstrations included in these proceedings were carefully reviewed and selected from a total of 31 submissions. They were organized in the following topical sections: provenance capture and representation; security; provenance types, inference, queries and summarization; reliability and trustworthiness; joint IPAW/TaPP poster and demonstration session.

The Foundations for Provenance on the Web

The Foundations for Provenance on the Web PDF Author: Luc Moreau
Publisher: Now Publishers Inc
ISBN: 1601983867
Category : Computers
Languages : en
Pages : 159

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Book Description
Provenance, i.e., the origin or source of something, is becoming an important concern, since it offers the means to verify data products, to infer their quality, and to decide whether they can be trusted. For instance, provenance enables the reproducibility of scientific results; provenance is necessary to track attribution and credit in curated databases; and, it is essential for reasoners to make trust judgements about the information they use over the Semantic Web. As the Web allows information sharing, discovery, aggregation, filtering and flow in an unprecedented manner, it also becomes difficult to identify the original source that produced information on the Web. This survey contends that provenance can and should reliably be tracked and exploited on the Web, and investigates the necessary foundations to achieve such a vision.