Theory and Practice of Provenance

Daniel Deutch; Tanu Malik; Adriane Chapman

doi:10.1145/3514221.3524073

Theory and Practice of Provenance

Daniel Deutch, Tanu Malik, Adriane Chapman

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

Provenance is metadata about the origin, history, or derivation of something; in computer science, provenance usually describes some informational artifact, such as a dataset, an executable program, a news article, or a chart or graph in a scientific publication. Notably, provenance is closely related to issues of explanation, accountability, transparency and ethics. Indeed, these and related issues are the subject of extensive investigation in multiple areas of research such as Scientific Workflows, Databases, Machine Learning and Artificial Intelligence. TaPP, the international workshop on Theory and Practice of Provenance, is widely considered to be the premier venue dedicated to provenance. In 2022, it is held for the first time in conjunction with ACM SIGMOD.

Original language	English
Title of host publication	SIGMOD 2022 - Proceedings of the 2022 International Conference on Management of Data
Publisher	Association for Computing Machinery
Pages	2544-2545
Number of pages	2
ISBN (Electronic)	9781450392495
DOIs	https://doi.org/10.1145/3514221.3524073
State	Published - 10 Jun 2022
Externally published	Yes
Event	2022 ACM SIGMOD International Conference on the Management of Data, SIGMOD 2022 - Virtual, Online, United States Duration: 12 Jun 2022 → 17 Jun 2022

Publication series

Name	Proceedings of the ACM SIGMOD International Conference on Management of Data
ISSN (Print)	0730-8078

Conference

Conference	2022 ACM SIGMOD International Conference on the Management of Data, SIGMOD 2022
Country/Territory	United States
City	Virtual, Online
Period	12/06/22 → 17/06/22

Keywords

Provenance

ASJC Scopus subject areas

Software
Information Systems

Access to Document

10.1145/3514221.3524073

Cite this

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title = "Theory and Practice of Provenance",

abstract = "Provenance is metadata about the origin, history, or derivation of something; in computer science, provenance usually describes some informational artifact, such as a dataset, an executable program, a news article, or a chart or graph in a scientific publication. Notably, provenance is closely related to issues of explanation, accountability, transparency and ethics. Indeed, these and related issues are the subject of extensive investigation in multiple areas of research such as Scientific Workflows, Databases, Machine Learning and Artificial Intelligence. TaPP, the international workshop on Theory and Practice of Provenance, is widely considered to be the premier venue dedicated to provenance. In 2022, it is held for the first time in conjunction with ACM SIGMOD.",

keywords = "Provenance",

author = "Daniel Deutch and Tanu Malik and Adriane Chapman",

note = "Publisher Copyright: {\textcopyright} 2022 Owner/Author.; 2022 ACM SIGMOD International Conference on the Management of Data, SIGMOD 2022 ; Conference date: 12-06-2022 Through 17-06-2022",

year = "2022",

month = jun,

day = "10",

doi = "10.1145/3514221.3524073",

language = "English",

series = "Proceedings of the ACM SIGMOD International Conference on Management of Data",

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pages = "2544--2545",

booktitle = "SIGMOD 2022 - Proceedings of the 2022 International Conference on Management of Data",

}

Deutch, D, Malik, T & Chapman, A 2022, Theory and Practice of Provenance. in SIGMOD 2022 - Proceedings of the 2022 International Conference on Management of Data. Proceedings of the ACM SIGMOD International Conference on Management of Data, Association for Computing Machinery, pp. 2544-2545, 2022 ACM SIGMOD International Conference on the Management of Data, SIGMOD 2022, Virtual, Online, United States, 12/06/22. https://doi.org/10.1145/3514221.3524073

Theory and Practice of Provenance. / Deutch, Daniel; Malik, Tanu; Chapman, Adriane.
SIGMOD 2022 - Proceedings of the 2022 International Conference on Management of Data. Association for Computing Machinery, 2022. p. 2544-2545 (Proceedings of the ACM SIGMOD International Conference on Management of Data).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Theory and Practice of Provenance

AU - Deutch, Daniel

AU - Malik, Tanu

AU - Chapman, Adriane

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N2 - Provenance is metadata about the origin, history, or derivation of something; in computer science, provenance usually describes some informational artifact, such as a dataset, an executable program, a news article, or a chart or graph in a scientific publication. Notably, provenance is closely related to issues of explanation, accountability, transparency and ethics. Indeed, these and related issues are the subject of extensive investigation in multiple areas of research such as Scientific Workflows, Databases, Machine Learning and Artificial Intelligence. TaPP, the international workshop on Theory and Practice of Provenance, is widely considered to be the premier venue dedicated to provenance. In 2022, it is held for the first time in conjunction with ACM SIGMOD.

AB - Provenance is metadata about the origin, history, or derivation of something; in computer science, provenance usually describes some informational artifact, such as a dataset, an executable program, a news article, or a chart or graph in a scientific publication. Notably, provenance is closely related to issues of explanation, accountability, transparency and ethics. Indeed, these and related issues are the subject of extensive investigation in multiple areas of research such as Scientific Workflows, Databases, Machine Learning and Artificial Intelligence. TaPP, the international workshop on Theory and Practice of Provenance, is widely considered to be the premier venue dedicated to provenance. In 2022, it is held for the first time in conjunction with ACM SIGMOD.

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DO - 10.1145/3514221.3524073

M3 - Conference contribution

AN - SCOPUS:85132721319

T3 - Proceedings of the ACM SIGMOD International Conference on Management of Data

SP - 2544

EP - 2545

BT - SIGMOD 2022 - Proceedings of the 2022 International Conference on Management of Data

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Y2 - 12 June 2022 through 17 June 2022

ER -

Theory and Practice of Provenance

Abstract

Publication series

Conference

Keywords

ASJC Scopus subject areas

Access to Document

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Cite this