2026-04-19T17:03:34Zhttps://riubu.ubu.es/oai/request

oai:riubu.ubu.es:10259/102732025-03-04T11:43:51Zcom_10259_5841com_10259_5086com_10259_2604col_10259_5842

Sáez García, Javier 6eeac8b4-707f-473e-9701-fe86c1dffcc7 600 Sáiz Manzanares, María Consuelo 510 600 0000-0002-1736-2089 Marticorena Sánchez, Raúl 338 600 0000-0002-2633-635X 2025-03-03T08:19:37Z 2025-03-03T08:19:37Z 2024 http://hdl.handle.net/10259/10273 10.3390/computers13110289 2073-431X The use of eye tracking technology, together with other physiological measurements such as psychogalvanic skin response (GSR) and electroencephalographic (EEG) recordings, provides researchers with information about users’ physiological behavioural responses during their learning process in different types of tasks. These devices produce a large volume of data. However, in order to analyse these records, researchers have to process and analyse them using complex statistical and/or machine learning techniques (supervised or unsupervised) that are usually not incorporated into the devices. The objectives of this study were (1) to propose a procedure for processing the extracted data; (2) to address the potential technical challenges and difficulties in processing logs in integrated multichannel technology; and (3) to offer solutions for automating data processing and analysis. A Notebook in Jupyter is proposed with the steps for importing and processing data, as well as for using supervised and unsupervised machine learning algorithms. Project “Voice assistants and artificial intelligence in Moodle: a path towards a smart university” SmartLearnUni. Call 2020 R&D&I Projects—RTI Type B. MINISTRY OF SCIENCE AND INNOVATION AND UNIVERSITIES. STATE RESEARCH AGENCY. Government of Spain, grant number PID2020-117111RB-I00”. Specifically, in the part concerning the application of multi-channel eye tracking technology with university students and Project “Specialized and updated training on supporting advance technologies for early childhood education and care professionals and graduates” (eEarlyCare-T) grant number 2021-1-ES01-KA220-SCH-000032661 funded by the EUROPEAN COMMISSION. In particular, the funding has enabled the development of the e-learning classroom and educational materials. application/pdf eng MDPI Computers. 2024, V. 13, n. 11, 289 https://doi.org/10.3390/computers13110289 Atribución 4.0 Internacional http://creativecommons.org/licenses/by/4.0/ info:eu-repo/semantics/openAccess Eye tracking Galvanic skin response Behavioural monitoring Learning process Data processing Enseñanza superior Tecnología Psicología Informática Education, Higher Technology Psychology Computer science A Proposed Method of Automating Data Processing for Analysing Data Produced from Eye Tracking and Galvanic Skin Response info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion Computers 13 11 289 THUMBNAIL Sáez-computers_2024.pdf.jpg Sáez-computers_2024.pdf.jpg IM Thumbnail image/jpeg 4655 https://riubu.ubu.es/bitstream/10259/10273/4/S%c3%a1ez-computers_2024.pdf.jpg 0a6133d2876b9fc1f4c9e93953c21283 MD5 4 LICENSE license.txt license.txt text/plain; charset=utf-8 999 https://riubu.ubu.es/bitstream/10259/10273/3/license.txt b295bcbce42e2caabeb0c623d3860c06 MD5 3 CC-LICENSE license_rdf license_rdf application/rdf+xml; charset=utf-8 908 https://riubu.ubu.es/bitstream/10259/10273/2/license_rdf 0175ea4a2d4caec4bbcc37e300941108 MD5 2 ORIGINAL Sáez-computers_2024.pdf Sáez-computers_2024.pdf application/pdf 6906550 https://riubu.ubu.es/bitstream/10259/10273/1/S%c3%a1ez-computers_2024.pdf b76764cc168612e3e9660bfb926d8891 MD5 1 10259/10273 oai:riubu.ubu.es:10259/10273 2025-03-04 12:43:51.216 Repositorio Institucional de la Universidad de Burgos bubrep@ubu.es RWwgYXV0b3IgY29tbyDDum5pY28gdGl0dWxhciBkZSBsb3MgZGVyZWNob3MgZGUgcHJvcGllZGFkIGludGVsZWN0dWFsIGRlIGxhIG9icmEsIG8gZGlzcG9uaWVuZG8gZGUgbG9zIGRlYmlkb3MgcGVybWlzb3MgZGUgbG9zIG90cm9zIHRpdHVsYXJlcywgc2kgbG9zIGh1YmllcmEsIHkgZW4gdmlydHVkIGRlIGxvcyBkZXJlY2hvcyBxdWUgbGUgY29uZmllcmUgbGEgbGVnaXNsYWNpw7NuIHZpZ2VudGUgc29icmUgcHJvcGllZGFkIGludGVsZWN0dWFsIHkgZGVyZWNob3MgZGUgYXV0b3IsIA0KQVVUT1JJWkEgYSBsYSBVbml2ZXJzaWRhZCBkZSBCdXJnb3MgYSBkaWZ1bmRpciwgZGUgbWFuZXJhIGdyYXR1aXRhLCBlbCBjb250ZW5pZG8gZGUgbG9zIGFyY2hpdm9zIGRpZ2l0YWxlcyBxdWUgY29ycmVzcG9uZGVuIGFsIGRvY3VtZW50byBkZXNjcml0byBhbnRlcmlvcm1lbnRlLCBjb24gY2Fyw6FjdGVyIG5vIGV4Y2x1c2l2byB5IGRlIG1hbmVyYSBww7pibGljYSBlbiBhY2Nlc28gYWJpZXJ0byBhIHRyYXbDqXMgZGUgSW50ZXJuZXQsIHBhcmEgbG8gcXVlIGxhIEJpYmxpb3RlY2EgcHJvY2VkZXLDoSBhIGFyY2hpdmFybG9zIGVuIGVsIFJlcG9zaXRvcmlvIEluc3RpdHVjaW9uYWwuIEFzaW1pc21vIGF1dG9yaXphIGEgbGEgVW5pdmVyc2lkYWQgZGUgQnVyZ29zIGEgcmVhbGl6YXIgbGFzIHRyYW5zZm9ybWFjaW9uZXMgbmVjZXNhcmlhcyBkZSBmb3JtYXRvLCBubyBkZSBjb250ZW5pZG8sIHBhcmEgZ2FyYW50aXphciBsYSBwcmVzZXJ2YWNpw7NuIHkgZWwgYWNjZXNvIGVuIGVsIGZ1dHVyby4NCg0KRWwgYXV0b3IgZGlzcG9uZSwgZW4gdG9kbyBjYXNvLCBkZWwgZGVyZWNobyBhIHJldm9jYXIgZXN0YSBhdXRvcml6YWNpw7NuLg0KDQpMYSBjZXNpw7NuIGRlIGRlcmVjaG9zIGRlIGVzdGEgb2JyYSBzZSBlbmN1ZW50cmEgc3VqZXRhIGEgbGEgbGVnaXNsYWNpw7NuIHZpZ2VudGUgc29icmUgcHJvcGllZGFkIGludGVsZWN0dWFsIHkgZGVyZWNob3MgZGUgYXV0b3Iu