{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,28]],"date-time":"2026-04-28T13:06:47Z","timestamp":1777381607278,"version":"3.51.4"},"reference-count":31,"publisher":"SAGE Publications","issue":"5","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["AIS"],"published-print":{"date-parts":[[2017,8,11]]},"DOI":"10.3233\/ais-170455","type":"journal-article","created":{"date-parts":[[2017,8,11]],"date-time":"2017-08-11T11:27:06Z","timestamp":1502450826000},"page":"625-639","source":"Crossref","is-referenced-by-count":1,"title":["A domain-independent data ADHD student model for computer-based educational systems. Data analysis in higher education"],"prefix":"10.1177","volume":"9","author":[{"given":"Laura","family":"Mancera","sequence":"first","affiliation":[{"name":"Department of Computer Architecture and Technology, University of Girona, Pla\u00e7a de Sant Dom\u00e8nec, 3, 17004, Girona, Spain"},{"name":"Virtual Unit, Manuela Beltran University, Km. 17 Cajic\u00e1, Bogot\u00e1, Colombia"}]},{"given":"Silvia","family":"Baldiris","sequence":"additional","affiliation":[{"name":"School of Computing and Information Systems, Athabasca University, Edmonton, Canada"}]},{"given":"Ram\u00f3n","family":"Fabregat","sequence":"additional","affiliation":[{"name":"Department of Computer Architecture and Technology, University of Girona, Pla\u00e7a de Sant Dom\u00e8nec, 3, 17004, Girona, Spain"}]},{"given":"Magle","family":"S\u00e1nchez","sequence":"additional","affiliation":[{"name":"Virtual Unit, Manuela Beltran University, Km. 17 Cajic\u00e1, Bogot\u00e1, Colombia"}]},{"given":"Ferran","family":"Vi\u00f1as","sequence":"additional","affiliation":[{"name":"Department of Psychology, University of Girona, Pla\u00e7a de Sant Dom\u00e8nec, 3, 17004, Girona, Spain"}]}],"member":"179","reference":[{"key":"10.3233\/AIS-170455_ref1","doi-asserted-by":"publisher","first-page":"17","DOI":"10.1007\/s11065-006-9002-x","article-title":"Executive function and the frontal lobes: A meta-analytic review","volume":"16","author":"Alvarez","year":"2006","journal-title":"Neuropsychology Review"},{"key":"10.3233\/AIS-170455_ref2","doi-asserted-by":"crossref","unstructured":"S.\u00a0Baldiris, R.\u00a0Fabregat and S.\u00a0Graf, Dynamic user modeling and adaptation based on learning styles for supporting semi-automatic generation of IMS learning design, in: IEEE International Conference on Advanced Learning Technologies, 2011.","DOI":"10.1109\/ICALT.2011.70"},{"key":"10.3233\/AIS-170455_ref3","doi-asserted-by":"crossref","unstructured":"S.M.\u00a0Baldiris, O.C.\u00a0Santos, D.\u00a0Huerva, R.\u00a0Fabregat and J.G.\u00a0Boticario, Multidimensional adaptations for open learning management systems, in: International Conference on Web Intelligence and Intelligent Agent Technology, 2008.","DOI":"10.1109\/WIIAT.2008.351"},{"key":"10.3233\/AIS-170455_ref4","doi-asserted-by":"crossref","unstructured":"R.A.\u00a0Barkley, Attention-Deficit\/Hyperactivity Disorder: A Handbook for Diagnosis and Treatment, The Guilford Press, New York, 1998.","DOI":"10.1007\/978-1-4615-4881-2_13"},{"key":"10.3233\/AIS-170455_ref5","doi-asserted-by":"publisher","first-page":"259","DOI":"10.1016\/S0022-4405(02)00100-0","article-title":"Academic underachievement and attention-deficit\/hyperactivity disorder: The negative impact of symptom severity on school performance","volume":"40","author":"Barry","year":"2002","journal-title":"Journal of School Psychology"},{"key":"10.3233\/AIS-170455_ref6","doi-asserted-by":"publisher","first-page":"237","DOI":"10.1016\/S0140-6736(05)66915-2","article-title":"Attention-deficit hyperactivity disorder","volume":"367","author":"Biederman","year":"2005","journal-title":"The Lancet"},{"key":"10.3233\/AIS-170455_ref7","doi-asserted-by":"publisher","first-page":"36","DOI":"10.1176\/appi.ajp.159.1.36","article-title":"Influence of gender on attention deficit hyperactivity disorder on children referred to a psychiatric clinic","volume":"159","author":"Biederman","year":"2002","journal-title":"American Journal of Psychiatry"},{"key":"10.3233\/AIS-170455_ref8","doi-asserted-by":"crossref","first-page":"32","DOI":"10.1023\/A:1022610306984","article-title":"Heart rate variability and sustained attention in ADHD children","volume":"27","author":"B\u00f6rger","year":"1999","journal-title":"Journal of Abnormal Child Psychology"},{"key":"10.3233\/AIS-170455_ref9","first-page":"910","article-title":"DSM-IV: ADHD and executive function impairments","volume":"2","author":"Brown","year":"2002","journal-title":"Advanced Studies in Medicine"},{"key":"10.3233\/AIS-170455_ref10","doi-asserted-by":"publisher","first-page":"87","DOI":"10.1007\/BF00143964","article-title":"Methods and techniques of adaptive hypermedia","volume":"6","author":"Brusilovsky","year":"1996","journal-title":"User Modeling and User Adapted Interaction"},{"key":"10.3233\/AIS-170455_ref11","doi-asserted-by":"publisher","first-page":"87","DOI":"10.1023\/A:1011143116306","article-title":"Adaptive hypermedia","volume":"11","author":"Brusilovsky","year":"2001","journal-title":"Journal User Modeling and User-Adapted Interaction"},{"key":"10.3233\/AIS-170455_ref12","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-72079-9_1"},{"key":"10.3233\/AIS-170455_ref13","unstructured":"A.\u00a0Cid, R.\u00a0M\u00e9ndez and F.\u00a0Sandoval, Investigaci\u00f3n Fundamentos y Metodolog\u00eda, Prentice Hall, M\u00e9xico, 2011."},{"key":"10.3233\/AIS-170455_ref15","first-page":"299","article-title":"Adult ADHD Self-Report Scale (ASRSv1.1) symptom checklist in patients with substance use disorders","volume":"37","author":"Daigre","year":"2009","journal-title":"Actas espa\u00f1olas de psiquiatr\u00eda"},{"key":"10.3233\/AIS-170455_ref16","unstructured":"E.\u00a0El Bachari, E.H.\u00a0Abdelwahed and M.\u00a0El Adnani, Design of an adaptive e-learning model based on learner\u2019s personality, Ubiquitous Computing and Communication Journal 5 (2010)."},{"key":"10.3233\/AIS-170455_ref17","first-page":"101","article-title":"A\u00a0framework for supporting postsecondary learners with psychiatric disabilities in online environments","volume":"8","author":"Grabinger","year":"2010","journal-title":"Electronic Journal of e-Learning"},{"key":"10.3233\/AIS-170455_ref18","doi-asserted-by":"publisher","first-page":"122","DOI":"10.1016\/j.chb.2007.01.004","article-title":"The relationship between learning styles and cognitive traits\u00a0\u2013 getting additional information for improving student modelling","volume":"24","author":"Graf","year":"2008","journal-title":"Computers in Human Behavior"},{"key":"10.3233\/AIS-170455_ref19","unstructured":"P.\u00a0Grober, M.\u00a0Weicht and M.\u00a0Berg, Inclusive eLearning\u2013special needs and special solutions?, in: 3rd Workshop on Inclusive eLearning, 2010."},{"key":"10.3233\/AIS-170455_ref20","doi-asserted-by":"publisher","first-page":"716","DOI":"10.1176\/ajp.2006.163.4.716","article-title":"The prevalence and correlates of adult ADHD in the United States: Results from the national comorbidity survey replication","volume":"163","author":"Kessler","year":"2006","journal-title":"American Journal of Psychiatry"},{"key":"10.3233\/AIS-170455_ref21","doi-asserted-by":"publisher","first-page":"1401","DOI":"10.1097\/00004583-200112000-00010","article-title":"Child psychiatric diagnoses in a population of Dutch school-children aged 6 to 8 years","volume":"40","author":"Kroes","year":"2001","journal-title":"Journal of the American Academy of Child and Adolescent Psychiatry"},{"key":"10.3233\/AIS-170455_ref22","unstructured":"L.\u00a0Mancera, S.\u00a0Baldiris and R.\u00a0Fabregat, Modelling collaborative competence level using machine learning techniques, in: International Conference e-Learning (IADIS), 2008."},{"key":"10.3233\/AIS-170455_ref23","unstructured":"N.D.\u00a0Marchetta, Cognitive Processes in Adults with ADHD, Neuropsych Publishers, Maastricht, 2007. ISBN 978-90-75578-35-2."},{"key":"10.3233\/AIS-170455_ref24","first-page":"194","article-title":"User modeling in adaptive hypermedia educational systems","volume":"11","author":"Martins","year":"2008","journal-title":"Educational Technology & Society"},{"key":"10.3233\/AIS-170455_ref25","first-page":"194","article-title":"User modeling in adaptive hypermedia educational systems","volume":"11","author":"Martins","year":"2008","journal-title":"Educational Technology & Society"},{"key":"10.3233\/AIS-170455_ref26","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-21852-1_50"},{"key":"10.3233\/AIS-170455_ref27","unstructured":"A.\u00a0Rey, L\u2019Examen Clinique in Psychologie, Press Universitaire de France, Paris, 1958."},{"key":"10.3233\/AIS-170455_ref29","first-page":"403","article-title":"Neuropsychological functioning in people with ADHD across the lifespan","volume":"103","author":"Seidman","year":"2006","journal-title":"Clinical Psychology Review"},{"key":"10.3233\/AIS-170455_ref31","unstructured":"UNESCO, The Salamanca statement and framework for action on special needs education, in: World Conference on Special Needs Education: Access and Quality, 1994."},{"key":"10.3233\/AIS-170455_ref32","unstructured":"UNESCO, Guidelines for Inclusion: Ensuring Access to Education for All, Paris, 2005. Available at http:\/\/unesco.org\/educacion\/inclusive."},{"key":"10.3233\/AIS-170455_ref33","first-page":"424","article-title":"The concept shifting test: Adult normative data, psychological assessment","volume":"18","author":"Van der Elst","year":"2006","journal-title":"The American Psychological Association"},{"key":"10.3233\/AIS-170455_ref34","unstructured":"R.\u00a0Zambrano, Acad\u00e9mico en Escolares con D\u00e9ficit de Atenci\u00f3n\/hiperactividad en una Muestra de colegios de la Ciudad de Bogot\u00e1, 2013."}],"container-title":["Journal of Ambient Intelligence and Smart Environments"],"original-title":[],"link":[{"URL":"https:\/\/content.iospress.com\/download?id=10.3233\/AIS-170455","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,28]],"date-time":"2026-04-28T09:21:11Z","timestamp":1777368071000},"score":1,"resource":{"primary":{"URL":"https:\/\/journals.sagepub.com\/doi\/full\/10.3233\/AIS-170455"}},"subtitle":[],"editor":[{"given":"Zoe","family":"Falomir","sequence":"additional","affiliation":[]},{"given":"Juan A.","family":"Ortega","sequence":"additional","affiliation":[]},{"given":"Natividad","family":"Mart\u00ednez","sequence":"additional","affiliation":[]},{"given":"Hans","family":"Guesguen","sequence":"additional","affiliation":[]}],"short-title":[],"issued":{"date-parts":[[2017,8,11]]},"references-count":31,"journal-issue":{"issue":"5"},"URL":"https:\/\/doi.org\/10.3233\/ais-170455","relation":{},"ISSN":["1876-1372","1876-1364"],"issn-type":[{"value":"1876-1372","type":"electronic"},{"value":"1876-1364","type":"print"}],"subject":[],"published":{"date-parts":[[2017,8,11]]}}}