Identifying User Interaction Patterns in E-Textbooks

We introduce a new architecture for e-textbooks which contains two navigational aids: an index and a concept map. We report results from an evaluation in a university setting with 99 students. The interaction sequences of the users were captured during the user study. We found several clusters of us...

Full description

Saved in:
Bibliographic Details
Main Authors: Santeri Saarinen, Tomi Heimonen, Markku Turunen, Mirjamaija Mikkilä-Erdmann, Roope Raisamo, Norbert Erdmann, Sari Yrjänäinen, Tuuli Keskinen
Format: Article
Language:English
Published: Wiley 2015-01-01
Series:The Scientific World Journal
Online Access:http://dx.doi.org/10.1155/2015/981520
Tags: Add Tag
No Tags, Be the first to tag this record!
_version_ 1832566961373970432
author Santeri Saarinen
Tomi Heimonen
Markku Turunen
Mirjamaija Mikkilä-Erdmann
Roope Raisamo
Norbert Erdmann
Sari Yrjänäinen
Tuuli Keskinen
author_facet Santeri Saarinen
Tomi Heimonen
Markku Turunen
Mirjamaija Mikkilä-Erdmann
Roope Raisamo
Norbert Erdmann
Sari Yrjänäinen
Tuuli Keskinen
author_sort Santeri Saarinen
collection DOAJ
description We introduce a new architecture for e-textbooks which contains two navigational aids: an index and a concept map. We report results from an evaluation in a university setting with 99 students. The interaction sequences of the users were captured during the user study. We found several clusters of user interaction types in our data. Three separate user types were identified based on the interaction sequences: passive user, term clicker, and concept map user. We also discovered that with the concept map interface users started to interact with the application significantly sooner than with the index interface. Overall, our findings suggest that analysis of interaction patterns allows deeper insights into the use of e-textbooks than is afforded by summative evaluation.
format Article
id doaj-art-7e58b54762c6496dbb6cb2649675496d
institution Kabale University
issn 2356-6140
1537-744X
language English
publishDate 2015-01-01
publisher Wiley
record_format Article
series The Scientific World Journal
spelling doaj-art-7e58b54762c6496dbb6cb2649675496d2025-02-03T01:02:45ZengWileyThe Scientific World Journal2356-61401537-744X2015-01-01201510.1155/2015/981520981520Identifying User Interaction Patterns in E-TextbooksSanteri Saarinen0Tomi Heimonen1Markku Turunen2Mirjamaija Mikkilä-Erdmann3Roope Raisamo4Norbert Erdmann5Sari Yrjänäinen6Tuuli Keskinen7TAUCHI, School of Information Sciences, University of Tampere, Kanslerinrinne 1, 33014 Tampere, FinlandTAUCHI, School of Information Sciences, University of Tampere, Kanslerinrinne 1, 33014 Tampere, FinlandTAUCHI, School of Information Sciences, University of Tampere, Kanslerinrinne 1, 33014 Tampere, FinlandDepartment of Teacher Education, University of Turku, Assistentinkatu 5, 20500 Turku, FinlandTAUCHI, School of Information Sciences, University of Tampere, Kanslerinrinne 1, 33014 Tampere, FinlandDepartment of Teacher Education, University of Turku, Assistentinkatu 5, 20500 Turku, FinlandTAUCHI, School of Information Sciences, University of Tampere, Kanslerinrinne 1, 33014 Tampere, FinlandTAUCHI, School of Information Sciences, University of Tampere, Kanslerinrinne 1, 33014 Tampere, FinlandWe introduce a new architecture for e-textbooks which contains two navigational aids: an index and a concept map. We report results from an evaluation in a university setting with 99 students. The interaction sequences of the users were captured during the user study. We found several clusters of user interaction types in our data. Three separate user types were identified based on the interaction sequences: passive user, term clicker, and concept map user. We also discovered that with the concept map interface users started to interact with the application significantly sooner than with the index interface. Overall, our findings suggest that analysis of interaction patterns allows deeper insights into the use of e-textbooks than is afforded by summative evaluation.http://dx.doi.org/10.1155/2015/981520
spellingShingle Santeri Saarinen
Tomi Heimonen
Markku Turunen
Mirjamaija Mikkilä-Erdmann
Roope Raisamo
Norbert Erdmann
Sari Yrjänäinen
Tuuli Keskinen
Identifying User Interaction Patterns in E-Textbooks
The Scientific World Journal
title Identifying User Interaction Patterns in E-Textbooks
title_full Identifying User Interaction Patterns in E-Textbooks
title_fullStr Identifying User Interaction Patterns in E-Textbooks
title_full_unstemmed Identifying User Interaction Patterns in E-Textbooks
title_short Identifying User Interaction Patterns in E-Textbooks
title_sort identifying user interaction patterns in e textbooks
url http://dx.doi.org/10.1155/2015/981520
work_keys_str_mv AT santerisaarinen identifyinguserinteractionpatternsinetextbooks
AT tomiheimonen identifyinguserinteractionpatternsinetextbooks
AT markkuturunen identifyinguserinteractionpatternsinetextbooks
AT mirjamaijamikkilaerdmann identifyinguserinteractionpatternsinetextbooks
AT rooperaisamo identifyinguserinteractionpatternsinetextbooks
AT norberterdmann identifyinguserinteractionpatternsinetextbooks
AT sariyrjanainen identifyinguserinteractionpatternsinetextbooks
AT tuulikeskinen identifyinguserinteractionpatternsinetextbooks