What Is Hidden in Clear Sight and How to Find It—A Survey of the Integration of Artificial Intelligence and Eye Tracking
This paper presents an overview of the uses of the combination of eye tracking and artificial intelligence. In the paper, several aspects of both eye tracking and applied AI methods have been analyzed. It analyzes the eye tracking hardware used along with the sampling frequency, the number of test p...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
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MDPI AG
2023-11-01
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| Series: | Information |
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| Online Access: | https://www.mdpi.com/2078-2489/14/11/624 |
| _version_ | 1797458939406712832 |
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| author | Maja Kędras Janusz Sobecki |
| author_facet | Maja Kędras Janusz Sobecki |
| author_sort | Maja Kędras |
| collection | DOAJ |
| description | This paper presents an overview of the uses of the combination of eye tracking and artificial intelligence. In the paper, several aspects of both eye tracking and applied AI methods have been analyzed. It analyzes the eye tracking hardware used along with the sampling frequency, the number of test participants, additional parameters, the extraction of features, the artificial intelligence methods used and the methods of verification of the results. Finally, it includes a comparison of the results obtained in the analyzed literature and a discussion about them. |
| first_indexed | 2024-03-09T16:44:19Z |
| format | Article |
| id | doaj.art-bcf57a0a926b448fa048a2516eaff602 |
| institution | Directory Open Access Journal |
| issn | 2078-2489 |
| language | English |
| last_indexed | 2024-03-09T16:44:19Z |
| publishDate | 2023-11-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Information |
| spelling | doaj.art-bcf57a0a926b448fa048a2516eaff6022023-11-24T14:48:19ZengMDPI AGInformation2078-24892023-11-01141162410.3390/info14110624What Is Hidden in Clear Sight and How to Find It—A Survey of the Integration of Artificial Intelligence and Eye TrackingMaja Kędras0Janusz Sobecki1Department of Informatics, Faculty of Computer Systems and Management, Wrocław University of Science and Technology, 50-370 Wrocław, PolandDepartment of Informatics, Faculty of Computer Systems and Management, Wrocław University of Science and Technology, 50-370 Wrocław, PolandThis paper presents an overview of the uses of the combination of eye tracking and artificial intelligence. In the paper, several aspects of both eye tracking and applied AI methods have been analyzed. It analyzes the eye tracking hardware used along with the sampling frequency, the number of test participants, additional parameters, the extraction of features, the artificial intelligence methods used and the methods of verification of the results. Finally, it includes a comparison of the results obtained in the analyzed literature and a discussion about them.https://www.mdpi.com/2078-2489/14/11/624eye trackingartificial intelligencemachine learning |
| spellingShingle | Maja Kędras Janusz Sobecki What Is Hidden in Clear Sight and How to Find It—A Survey of the Integration of Artificial Intelligence and Eye Tracking Information eye tracking artificial intelligence machine learning |
| title | What Is Hidden in Clear Sight and How to Find It—A Survey of the Integration of Artificial Intelligence and Eye Tracking |
| title_full | What Is Hidden in Clear Sight and How to Find It—A Survey of the Integration of Artificial Intelligence and Eye Tracking |
| title_fullStr | What Is Hidden in Clear Sight and How to Find It—A Survey of the Integration of Artificial Intelligence and Eye Tracking |
| title_full_unstemmed | What Is Hidden in Clear Sight and How to Find It—A Survey of the Integration of Artificial Intelligence and Eye Tracking |
| title_short | What Is Hidden in Clear Sight and How to Find It—A Survey of the Integration of Artificial Intelligence and Eye Tracking |
| title_sort | what is hidden in clear sight and how to find it a survey of the integration of artificial intelligence and eye tracking |
| topic | eye tracking artificial intelligence machine learning |
| url | https://www.mdpi.com/2078-2489/14/11/624 |
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