A general framework for learning analytic in a smart classroom

Communications in Computer and Information Science

Volumn 658, Issue , 2016, Pages 214-225

  Aguilar, Jose ^a,b   Valdiviezo, Priscila ^b   Cordero, Jorge ^b   Riofrio, Guido ^b   Encalada, Eduardo ^b  

^a UNIVERSIDAD DE LOS ANDES   (Venezuela)

^b UNIVERSIDAD TÉCNICA PARTICULAR DE LOJA   (Ecuador)

Author keywords

Ambient intelligence; Data mining; Learning analytics; Smart classroom

Indexed keywords

ARTIFICIAL INTELLIGENCE; DATA MINING; EDUCATION; LEARNING SYSTEMS; TEACHING;

AMBIENT INTELLIGENCE; ARTIFICIAL INTELLIGENCE TECHNOLOGIES; EDUCATIONAL PROCESS; LEARNING ANALYTICS; LEARNING PROCESS; PEDAGOGICAL MODEL; PEDAGOGICAL PRACTICES; SMART CLASSROOM;

STUDENTS;

EID: 84996614785     PISSN: 18650929     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-3-319-48024-4_17     Document Type: Conference Paper

References (14)

1. Aguilar, J., Valdiviezo, P., Cordero, J., Sánchez, M.: Conceptual design of a smart classroom based on multiagent systems. In: Proceedings on the International Conference on Artificial Intelligence (ICAI), pp. 471–477 (2015)
2. Greller, W., Drachsler, H.: Translating learning into numbers: a generic framework for learning analytics. Educ. Technol. Soc. 15(3), 42–57 (2012)
3. Scheffel, M., Drachsler, H., Stoyanov, S., Specht, M.: Quality indicators for learning analytics. Educ. Technol. Soc. 17(4), 117–132 (2014)
4. Lias, T.E., Elias, T.: Learning analytics: The definitions, the processes, and the potential (Report). http://learninganalytics.net/LearningAnalyticsDefinitionsProcessesPotential.pdf
5. Siemens, G.: What are learning analytics? vol. 10. Accessed March 2010
6. Ferguson, R.: Learning analytics: drivers, developments and challenges. Int. J. Technol. Enhanced Learn. 4(5–6), 304–317 (2012)
7. Pardo, A.: Designing learning analytics experiences. Learning Analytics, pp. 15–38. Springer, New York (2014)
8. Riofrio, G., Encalada, E., Guamán, D., Aguilar, J.: Business intelligence applied to learning analytics in student-centered learning processes. In: Computing Conference (CLEI), pp. 567–576. IEEE Latin American (2015)
9. Sánchez, M., Aguilar, J., Cordero, J., Valdiviezo, P.: A smart learning environment based on cloud learning. Int. J. Adv. Inf. Sci. Technol., 39–52 (2015a)
10. Sánchez, M., Aguilar, J., Cordero, J., Valdiviezo, P.: Basic features of a reflective middleware for intelligent learning environment in the cloud (IECL). In: Asia-Pacific Conference on Computer Aided System Engineering (APCASE), pp. 1–6. IEEE (2015)
11. Aguilar, J., Chamba-Eras, L., Cordero, J.: Specification of a smart classroom based on agent communities. In: Rocha, Á., Correia, A.M., Adeli, H., Reis, L.P., Teixiera, M.M. (eds.) New Advances in Information Systems and Technologies, vol. 444, pp. 1003–1012. Springer International Publishing, Heidelberg (2016)
12. Brooks, C., Greer, J., Gutwin, C.: The data-assisted approach to building intelligent technology-enhanced learning environments. Learning Analytics, pp. 123–156. Springer, New York (2014)
13. Krumm, A.E., Waddington, R.J., Teasley, S.D., Lonn, S.: A learning management systembased early warning system for academic advising in undergraduate engineering. Learning Analytics, pp. 103–119. Springer, New York (2014)
14. Siemens, G.: Learning analytics: envisioning a research discipline and a domain of practice. In: Proceedings of the 2nd International Conference on Learning Analytics and Knowledge, pp. 4–8. ACM (2012)