Developing Big Data Projects in Open University Engineering Courses: Lessons Learned

被引:12
|
作者
Lara, Juan A. [1 ]
Anguera De Sojo, Aurea [2 ]
Aljawarneh, Shadi [3 ]
Schumaker, Robert P. [4 ]
Al-Shargabi, Bassam [5 ]
机构
[1] Madrid Open Univ UDIMA, Escuela Ciencias Tecn & Ingn, Madrid 28400, Spain
[2] Tech Univ Madrid UPM, Escuela Tecn Super Ingn Sistemas Informat, Madrid 28031, Spain
[3] Jordan Univ Sci & Technol, Fac Comp & Informat Technol, Irbid 22110, Jordan
[4] Univ Texas Tyler UT Tyler, Data Analyt Lab, Tyler, TX 75799 USA
[5] Middle East Univ, Fac Informat Technol, Amman 11610, Jordan
来源
IEEE ACCESS | 2020年 / 8卷 / 08期
关键词
Academic projects; big data; data mining; data science; NoSQL; lessons learned; DATA ANALYTICS; CHALLENGES;
D O I
10.1109/ACCESS.2020.2968969
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Big Data courses in which students are asked to carry out Big Data projects are becoming more frequent as a part of University Engineering curriculum. In these courses, instructors and students must face a series of special characteristics, difficulties and challenges that it is important to know about beforehand, so the lecturer can better plan the subject and manage the teaching methods in order to prevent students'academic dropout and low performance. The goal of this research is to approach this problem by sharing the lessons learned in the process of teaching e-learning courses where students are required to develop a Big Data project as a part of a final degree/master course. In order to do so, a survey was carried out among a group of students enrolled in those kinds of courses during the last years. The quantitative and qualitative analysis of the obtained data led us to present a series of lessons learned that may help other participants (both students and lecturers) to better study, design and teach similar courses. In addition, the results shed light on possible existing open problems in the area of Big Data project development. Both the methodology used and the survey designed in this research were validated by a group of experts in the area using a formal statistical approach at a significance level of p<0.008, which support the validity of the lessons learned.
引用
收藏
页码:22988 / 23001
页数:14
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