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Tracking and Analysing the Learner Behaviour of Non- and Low-Literate Adults in an Online Literacy Training Environment

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  • Source:
    Research-publishing.net, Paper presented at the EUROCALL 2018 Conference (26th, Jyväskylä, Finland, 2018). 7 pp.
  • Publication Date:
    2018
  • Language:
    English
  • Publication Type:
    Speeches/Meeting Papers; Reports - Research
  • Additional Information
    • Author(s):
    • Availability:
      Full Text from ERIC Available online: https://eric.ed.gov/contentdelivery/servlet/ERICServlet?accno=ED590670
      Research-publishing.net. La Grange des Noyes, 25110 Voillans, France. e-mail: info@research-publishing.net; Web site: http://research-publishing.net
    • Peer Reviewed:
      Y
    • Subject Terms:
    • Subject Terms:
    • Abstract:
      This study investigated what log files can reveal about learner behaviour of low- and non-literate adults learning to read for the first time in Finnish as a second language. The participants' reading development was supported by practising in an online training environment. Log files, automatically created user-computer interaction records, were chosen as empirical evidence as their analysis enables in-depth post-activity exploration of student behaviour. The quantitative analysis resulted in user profiles containing information on learner engagement, performance and productivity. Overall, the results demonstrate that individual learning performance, process, and progress can be studied and reflected on holistically by investigating the individual's digital learning footprints, their log files. Log files are an accurate and precise, yet currently underemployed research tool. More easy-to-use tools for non-experts are in demand, as current Data Mining (DM) tools are designed for computer scientists and need to be developed further to become accessible and applicable by practitioners and educational researchers. [For the complete volume of short papers, see ED590612.]
    • Abstract:
      As Provided
    • Number of References:
      10
    • Physical Description:
      7
    • Education Level:
      Adult Education
    • Journal Code:
      JAN2020
    • Publication Date:
      2018
    • Accession Number:
      ED590670
  • Citations
    • ABNT:
      MALESSA, E. Tracking and Analysing the Learner Behaviour of Non- and Low-Literate Adults in an Online Literacy Training Environment. Research-publishing.net, [s. l.], 2018. Disponível em: http://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=eric&AN=ED590670&custid=s8280428. Acesso em: 26 maio. 2020.
    • AMA:
      Malessa E. Tracking and Analysing the Learner Behaviour of Non- and Low-Literate Adults in an Online Literacy Training Environment. Research-publishing.net. December 2018. http://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=eric&AN=ED590670&custid=s8280428. Accessed May 26, 2020.
    • APA:
      Malessa, E. (2018). Tracking and Analysing the Learner Behaviour of Non- and Low-Literate Adults in an Online Literacy Training Environment. Research-Publishing.Net.
    • Chicago/Turabian: Author-Date:
      Malessa, Eva. 2018. “Tracking and Analysing the Learner Behaviour of Non- and Low-Literate Adults in an Online Literacy Training Environment.” Research-Publishing.Net, December. http://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=eric&AN=ED590670&custid=s8280428.
    • Harvard:
      Malessa, E. (2018) ‘Tracking and Analysing the Learner Behaviour of Non- and Low-Literate Adults in an Online Literacy Training Environment’, Research-publishing.net. Available at: http://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=eric&AN=ED590670&custid=s8280428 (Accessed: 26 May 2020).
    • Harvard: Australian:
      Malessa, E 2018, ‘Tracking and Analysing the Learner Behaviour of Non- and Low-Literate Adults in an Online Literacy Training Environment’, Research-publishing.net, viewed 26 May 2020, .
    • MLA:
      Malessa, Eva. “Tracking and Analysing the Learner Behaviour of Non- and Low-Literate Adults in an Online Literacy Training Environment.” Research-Publishing.Net, Dec. 2018. EBSCOhost, search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=eric&AN=ED590670&custid=s8280428.
    • Chicago/Turabian: Humanities:
      Malessa, Eva. “Tracking and Analysing the Learner Behaviour of Non- and Low-Literate Adults in an Online Literacy Training Environment.” Research-Publishing.Net, December 8, 2018. http://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=eric&AN=ED590670&custid=s8280428.
    • Vancouver/ICMJE:
      Malessa E. Tracking and Analysing the Learner Behaviour of Non- and Low-Literate Adults in an Online Literacy Training Environment. Research-publishing.net [Internet]. 2018 Dec 8 [cited 2020 May 26]; Available from: http://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=eric&AN=ED590670&custid=s8280428