Social Media Data in Research: Provenance Challenges

David Corsar; Milan Markovic; Peter Edwards

doi:10.1007/978-3-319-40593-3_20

Social Media Data in Research: Provenance Challenges

David Corsar, Milan Markovic, Peter Edwards

Research output: Chapter in Book/Report/Conference proceeding › Published conference contribution

4 Citations (Scopus)

8 Downloads (Pure)

Abstract

In this paper we argue that understanding the provenance of social media datasets and their analysis is critical to addressing challenges faced by the social science research community in terms of the reliability and reproducibility of research utilising such data. Based on analysis of existing projects that use social media data, we present a number of research questions for the provenance community, which if addressed would help increase the transparency of the research process,
aid reproducibility, and facilitate data reuse in the social sciences.

Original language	English
Title of host publication	Provenance and Annotation of Data and Processes
Subtitle of host publication	6th International Provenance and Annotation Workshop, IPAW 2016, McLean, VA, USA, June 7-8, 2016, Proceedings
Editors	Marta Mattoso, Boris Glavic
Publisher	Springer
Pages	195-198
Number of pages	4
ISBN (Electronic)	9783319405933
ISBN (Print)	9783319405926
DOIs	https://doi.org/10.1007/978-3-319-40593-3_20
Publication status	Published - 4 Jun 2016
Event	6th International Provenance and Annotation Workshop: IPAW 2016 - Virginia, United States Duration: 7 Jun 2016 → 8 Jun 2016

Publication series

Name	Lecture Notes in Computer Science
Publisher	Springer
Volume	9672
ISSN (Electronic)	0302-9743

Conference

Conference	6th International Provenance and Annotation Workshop
Country/Territory	United States
City	Virginia
Period	7/06/16 → 8/06/16

Keywords

provenance
social media
research process

Access to Document

10.1007/978-3-319-40593-3_20Licence: Unspecified

Accepted Manuscript
The final publication is available at Springer via http://dx.doi.org/10.1007/978-3-319-40593-3_20
Accepted author manuscript, 681 KBLicence: Unspecified

Cite this

Corsar, D., Markovic, M., & Edwards, P. (2016). Social Media Data in Research: Provenance Challenges. In M. Mattoso, & B. Glavic (Eds.), Provenance and Annotation of Data and Processes: 6th International Provenance and Annotation Workshop, IPAW 2016, McLean, VA, USA, June 7-8, 2016, Proceedings (pp. 195-198). (Lecture Notes in Computer Science; Vol. 9672). Springer . https://doi.org/10.1007/978-3-319-40593-3_20

Social Media Data in Research : Provenance Challenges. / Corsar, David; Markovic, Milan ; Edwards, Peter.

Provenance and Annotation of Data and Processes: 6th International Provenance and Annotation Workshop, IPAW 2016, McLean, VA, USA, June 7-8, 2016, Proceedings. ed. / Marta Mattoso; Boris Glavic. Springer , 2016. p. 195-198 (Lecture Notes in Computer Science; Vol. 9672).

Research output: Chapter in Book/Report/Conference proceeding › Published conference contribution

Corsar, D, Markovic, M & Edwards, P 2016, Social Media Data in Research: Provenance Challenges. in M Mattoso & B Glavic (eds), Provenance and Annotation of Data and Processes: 6th International Provenance and Annotation Workshop, IPAW 2016, McLean, VA, USA, June 7-8, 2016, Proceedings. Lecture Notes in Computer Science, vol. 9672, Springer , pp. 195-198, 6th International Provenance and Annotation Workshop, Virginia, United States, 7/06/16. https://doi.org/10.1007/978-3-319-40593-3_20

Corsar D, Markovic M , Edwards P. Social Media Data in Research: Provenance Challenges. In Mattoso M, Glavic B, editors, Provenance and Annotation of Data and Processes: 6th International Provenance and Annotation Workshop, IPAW 2016, McLean, VA, USA, June 7-8, 2016, Proceedings. Springer . 2016. p. 195-198. (Lecture Notes in Computer Science). doi: 10.1007/978-3-319-40593-3_20

Corsar, David ; Markovic, Milan ; Edwards, Peter. / Social Media Data in Research : Provenance Challenges. Provenance and Annotation of Data and Processes: 6th International Provenance and Annotation Workshop, IPAW 2016, McLean, VA, USA, June 7-8, 2016, Proceedings. editor / Marta Mattoso ; Boris Glavic. Springer , 2016. pp. 195-198 (Lecture Notes in Computer Science).

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Social Media Data in Research: Provenance Challenges

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