Provenance and Annotation of Data and Processes

Provenance and Annotation of Data and Processes
Author: Boris Glavic
Publisher: Springer Nature
Total Pages: 274
Release: 2021-07-08
Genre: Computers
ISBN: 3030809609

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.

Provenance and Annotation of Data and Processes

Provenance and Annotation of Data and Processes
Author: Juliana Freire
Publisher: Springer Science & Business Media
Total Pages: 339
Release: 2008-12-02
Genre: Business & Economics
ISBN: 3540899642

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
Author: Marta Mattoso
Publisher: Springer
Total Pages: 242
Release: 2016-06-03
Genre: Computers
ISBN: 3319405934

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
Author: Khalid Belhajjame
Publisher: Springer
Total Pages: 272
Release: 2018-09-05
Genre: Computers
ISBN: 3319983792

This book constitutes the refereed proceedings of the 7th International Provenance and Annotation Workshop, IPAW 2018, held in London, UK, in July 2018. The 12 revised full papers, 19 poster papers, and 2 demonstration papers presented were carefully reviewed and selected from 50 submissions. The papers feature a variety of provenance-related topics ranging from the capture and inference of provenance to its use and application.They are organized in topical sections on reproducibility; modeling, simulating and capturing provenance; PROV extensions; scientific workflows; applications; and system demonstrations.

Provenance in Databases

Provenance in Databases
Author: James Cheney
Publisher: Now Publishers Inc
Total Pages: 111
Release: 2009-06-02
Genre: Computers
ISBN: 1601982321

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

Principles of Data Integration

Principles of Data Integration
Author: AnHai Doan
Publisher: Elsevier
Total Pages: 522
Release: 2012-06-25
Genre: Computers
ISBN: 0123914795

Principles of Data Integration is the first comprehensive textbook of data integration, covering theoretical principles and implementation issues as well as current challenges raised by the semantic web and cloud computing. The book offers a range of data integration solutions enabling you to focus on what is most relevant to the problem at hand. Readers will also learn how to build their own algorithms and implement their own data integration application. Written by three of the most respected experts in the field, this book provides an extensive introduction to the theory and concepts underlying today's data integration techniques, with detailed, instruction for their application using concrete examples throughout to explain the concepts. This text is an ideal resource for database practitioners in industry, including data warehouse engineers, database system designers, data architects/enterprise architects, database researchers, statisticians, and data analysts; students in data analytics and knowledge discovery; and other data professionals working at the R&D and implementation levels. - Offers a range of data integration solutions enabling you to focus on what is most relevant to the problem at hand - Enables you to build your own algorithms and implement your own data integration applications

Towards Interoperable Research Infrastructures for Environmental and Earth Sciences

Towards Interoperable Research Infrastructures for Environmental and Earth Sciences
Author: Zhiming Zhao
Publisher: Springer Nature
Total Pages: 375
Release: 2020-07-24
Genre: Computers
ISBN: 3030528294

This open access book summarises the latest developments on data management in the EU H2020 ENVRIplus project, which brought together more than 20 environmental and Earth science research infrastructures into a single community. It provides readers with a systematic overview of the common challenges faced by research infrastructures and how a ‘reference model guided’ engineering approach can be used to achieve greater interoperability among such infrastructures in the environmental and earth sciences. The 20 contributions in this book are structured in 5 parts on the design, development, deployment, operation and use of research infrastructures. Part one provides an overview of the state of the art of research infrastructure and relevant e-Infrastructure technologies, part two discusses the reference model guided engineering approach, the third part presents the software and tools developed for common data management challenges, the fourth part demonstrates the software via several use cases, and the last part discusses the sustainability and future directions.

The Foundations for Provenance on the Web

The Foundations for Provenance on the Web
Author: Luc Moreau
Publisher: Now Publishers Inc
Total Pages: 159
Release: 2010-08-26
Genre: Computers
ISBN: 1601983867

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.

Provenance and Annotation of Data

Provenance and Annotation of Data
Author: Luc Moreau
Publisher: Springer Science & Business Media
Total Pages: 298
Release: 2006-09-27
Genre: Business & Economics
ISBN: 354046302X

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.