TY - GEN
T1 - Multi-label search platform for open educational resources based on purposes learning
AU - Vera-Sancho, Julio
AU - Suero-Soto, Gustavo
AU - Tejada, Lushianna
AU - Castro-Cuba-Sayco, Sonia
AU - Villalba-Condori, Klinge
N1 - Publisher Copyright:
© ICCE 2019 - 27th International Conference on Computers in Education, Proceedings. All rights reserved.
PY - 2019/11/19
Y1 - 2019/11/19
N2 - Open Educational Resources (OER) repositories stores a large amount and variety of data from multiple sources, and these presents relevant information to the educational learning process; but nowadays, thinking computing takes great importance, and that's why a search system of specialized educational resources in this area is of great need. This work presents the use of Data Mining in OER repositories, for the construction of a multi-label search platform. The process of extracting information is based on Web Scraping techniques, and the use of a multi-label classifier based on Multi Layer Perceptron. This work contributes to a search of OERs based on purposes learning, using as a case study the area of thinking computing.
AB - Open Educational Resources (OER) repositories stores a large amount and variety of data from multiple sources, and these presents relevant information to the educational learning process; but nowadays, thinking computing takes great importance, and that's why a search system of specialized educational resources in this area is of great need. This work presents the use of Data Mining in OER repositories, for the construction of a multi-label search platform. The process of extracting information is based on Web Scraping techniques, and the use of a multi-label classifier based on Multi Layer Perceptron. This work contributes to a search of OERs based on purposes learning, using as a case study the area of thinking computing.
KW - Classification
KW - Neural networks
KW - Resources educational resources
KW - Scraping
UR - http://www.scopus.com/inward/record.url?scp=85077715856&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:85077715856
T3 - ICCE 2019 - 27th International Conference on Computers in Education, Proceedings
SP - 734
EP - 743
BT - ICCE 2019 - 27th International Conference on Computers in Education, Proceedings
A2 - Chang, Maiga
A2 - So, Hyo-Jeong
A2 - Wong, Lung-Hsiang
A2 - Shih, Ju-Ling
A2 - Yu, Fu-Yun
A2 - Banawan, Michelle P.
A2 - Chang, Ben
A2 - Chen, Weiqin
A2 - Coronel, Andrei D.
A2 - Gottipati, Swapna
A2 - Hoppe, H. Ulrich
A2 - Jong, Morris S.Y.
A2 - Liao, Calvin
A2 - Mason, Jon
A2 - Ouyang, Fan
A2 - Panjaburee, Patcharin
A2 - Rodrigo, Ma. Mercedes T.
A2 - Song, Yanjie
A2 - Srisawasdi, Niwat
A2 - Tlili, Ahmed
A2 - Yin, Chengjiu
PB - Asia-Pacific Society for Computers in Education
T2 - 27th International Conference on Computers in Education, ICCE 2019
Y2 - 2 December 2019 through 6 December 2019
ER -