Eye-tracking technology in identifying visualizers and verbalizers: data on eye-movement differences and detection accuracy
Data in this article revealed the eye movement differences of visualizers and verbalizers in viewing four pictures-in-text by analyzing gaze path and fixation data (fixation duration, fixation counts and the average time on each fixation). After imported the documents into Tobii eye-tracker, authors...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Elsevier
2019-10-01
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| Series: | Data in Brief |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S2352340919308029 |
| _version_ | 1818417344564690944 |
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| author | Zhanni Luo Yu Wang |
| author_facet | Zhanni Luo Yu Wang |
| author_sort | Zhanni Luo |
| collection | DOAJ |
| description | Data in this article revealed the eye movement differences of visualizers and verbalizers in viewing four pictures-in-text by analyzing gaze path and fixation data (fixation duration, fixation counts and the average time on each fixation). After imported the documents into Tobii eye-tracker, authors triggered participants’ natural reading habits, recorded their eye movement data, and predicted participants as visualizers or verbalizers based on the Felder and Silverman Learning Style Model (FSLSM). Comparing the predictions with self-report results tested by the Index of Learning Styles (ILS) questionnaire, authors got the accuracy results of using eye-tracking technology in identifying visualizers and verbalizers. The data revealed natural preferences of people with different styles, and it can be used in future studies in the field of adaptive learning systems, individual differences, neuroscience in reading habits, and individualized instruction. Keywords: Visualizers, Verbalizers, Learning styles, Detection, Eye-tracking technology |
| first_indexed | 2024-12-14T12:05:18Z |
| format | Article |
| id | doaj.art-0dc337c55f384ed7a58a41b6c421c0ca |
| institution | Directory Open Access Journal |
| issn | 2352-3409 |
| language | English |
| last_indexed | 2024-12-14T12:05:18Z |
| publishDate | 2019-10-01 |
| publisher | Elsevier |
| record_format | Article |
| series | Data in Brief |
| spelling | doaj.art-0dc337c55f384ed7a58a41b6c421c0ca2022-12-21T23:01:54ZengElsevierData in Brief2352-34092019-10-0126Eye-tracking technology in identifying visualizers and verbalizers: data on eye-movement differences and detection accuracyZhanni Luo0Yu Wang1Educational Studies and Leadership, University of Canterbury, New Zealand; Corresponding author.Human Interface Technology Lab, University of Canterbury, New ZealandData in this article revealed the eye movement differences of visualizers and verbalizers in viewing four pictures-in-text by analyzing gaze path and fixation data (fixation duration, fixation counts and the average time on each fixation). After imported the documents into Tobii eye-tracker, authors triggered participants’ natural reading habits, recorded their eye movement data, and predicted participants as visualizers or verbalizers based on the Felder and Silverman Learning Style Model (FSLSM). Comparing the predictions with self-report results tested by the Index of Learning Styles (ILS) questionnaire, authors got the accuracy results of using eye-tracking technology in identifying visualizers and verbalizers. The data revealed natural preferences of people with different styles, and it can be used in future studies in the field of adaptive learning systems, individual differences, neuroscience in reading habits, and individualized instruction. Keywords: Visualizers, Verbalizers, Learning styles, Detection, Eye-tracking technologyhttp://www.sciencedirect.com/science/article/pii/S2352340919308029 |
| spellingShingle | Zhanni Luo Yu Wang Eye-tracking technology in identifying visualizers and verbalizers: data on eye-movement differences and detection accuracy Data in Brief |
| title | Eye-tracking technology in identifying visualizers and verbalizers: data on eye-movement differences and detection accuracy |
| title_full | Eye-tracking technology in identifying visualizers and verbalizers: data on eye-movement differences and detection accuracy |
| title_fullStr | Eye-tracking technology in identifying visualizers and verbalizers: data on eye-movement differences and detection accuracy |
| title_full_unstemmed | Eye-tracking technology in identifying visualizers and verbalizers: data on eye-movement differences and detection accuracy |
| title_short | Eye-tracking technology in identifying visualizers and verbalizers: data on eye-movement differences and detection accuracy |
| title_sort | eye tracking technology in identifying visualizers and verbalizers data on eye movement differences and detection accuracy |
| url | http://www.sciencedirect.com/science/article/pii/S2352340919308029 |
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