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Visualizing informal learning behavior from conference participants' Twitter data with the Ostinato Model
Tampere University of Technology, Pori, Finland.ORCID iD: 0000-0001-6324-5425
Tampere University of Technology, Tampere, Finland.ORCID iD: 0000-0003-4753-4416
Tampere University of Technology, Tampere, Finland.ORCID iD: 0000-0002-7337-1211
Computer Science, Bath University, Bath, UK.
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2016 (English)In: Computers in human behavior, ISSN 0747-5632, E-ISSN 1873-7692, Vol. 55, p. 584-595Article in journal (Refereed) Published
Abstract [en]

Network analysis is a valuable method for investigating and mapping the phenomena driving the social structure and sharing the findings with others. This article contributes to an emerging field of 'smart data' research on Twitter by presenting a case study of how community managers in Finland used this social media platform to construct an informal learning environment around an annually organized conference. In this empirical study we explore informal learning behavior in the project context, especially by analyzing and visualizing informal learning behavior from Twitter data using the Ostinato Model introduced in this paper. Ostinato is an iterative, user-centric, process-automated model for data-driven visual network analytics.

Place, publisher, year, edition, pages
Elsevier, 2016. Vol. 55, p. 584-595
Keywords [en]
Learning, Informal learning, Memory aids, Communities of practice, Social network analysis, Visual network analytics, Twitter
National Category
Psychology (excluding Applied Psychology) Information Systems, Social aspects
Identifiers
URN: urn:nbn:se:oru:diva-62588DOI: 10.1016/j.chb.2015.09.043ISI: 000367755400060Scopus ID: 2-s2.0-84953237242OAI: oai:DiVA.org:oru-62588DiVA, id: diva2:1157430
Available from: 2017-11-16 Created: 2017-11-16 Last updated: 2018-07-24Bibliographically approved

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Aramo-Immonen, Heli

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Aramo-Immonen, HeliKärkkäinen, HannuJussila, Jari J.Huhtamäki, Jukka
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Computers in human behavior
Psychology (excluding Applied Psychology)Information Systems, Social aspects

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CiteExportLink to record
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Citation style
  • apa
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  • Other style
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  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
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Output format
  • html
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  • asciidoc
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