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...
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Format: | Article |
Language: | English |
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Wiley
2015-01-01
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Series: | The Scientific World Journal |
Online Access: | http://dx.doi.org/10.1155/2015/981520 |
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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 |