Enhancing the management of unstructured data in e-learning systems using MongoDB

被引:30
作者
Stevic, Milorad Pantelija [1 ]
Milosavljevic, Branko [1 ]
Perisic, Branko Rade [1 ]
机构
[1] Univ Novi Sad, Dept Comp Sci, Novi Sad 21000, Serbia
关键词
E-learning; Document management; NoSQL; Service-oriented architecture; Unstructured data handling; HIGHER-EDUCATION; UNIVERSITY-LIBRARIES; DIGITAL-LIBRARY; PUBLICATIONS; ARCHITECTURE; FRAMEWORK; INDIA; WEB;
D O I
10.1108/PROG-11-2013-0063
中图分类号
TP [自动化技术、计算机技术];
学科分类号
080201 [机械制造及其自动化];
摘要
Purpose - Current e-learning platforms are based on relational database management systems (RDBMS) and are well suited for handling structured data. However, it is expected from e-learning solutions to efficiently handle unstructured data as well. The purpose of this paper is to show an alternative to current solutions for unstructured data management. Design/methodology/approach - Current repository-based solution for file management was compared to MongoDB architecture according to their functionalities and characteristics. This included several categories: data integrity, hardware acquisition, processing files, availability, handling concurrent users, partition tolerance, disaster recovery, backup policies and scalability. Findings - This paper shows that it is possible to improve e-learning platform capabilities by implementing a hybrid database architecture that incorporates RDBMS for handling structured data and MongoDB database system for handling unstructured data. Research limitations/implications - The study shows an acceptable adoption of MongoDB inside a service-oriented architecture (SOA) for enhancing e-learning solutions. Practical implications - This research enables an efficient file handling not only for e-learning systems, but also for any system where file handling is needed. Originality/value - It is expected that future single/joint e-learning initiatives will need to manage huge amount of files and they will require effective file handling solution. The new architecture solution for file handling is offered in this paper: it is different from current solutions because it is less expensive, more efficient, more flexible and requires less administrative and development effort for building and maintaining.
引用
收藏
页码:91 / 114
页数:24
相关论文
共 49 条
[1]
Consistency Tradeoffs in Modern Distributed Database System Design [J].
Abadi, Daniel J. .
COMPUTER, 2012, 45 (02) :37-42
[2]
The use of bibliometrics to measure research quality in UK higher education institutions [J].
Adams, Jonathan .
ARCHIVUM IMMUNOLOGIAE ET THERAPIAE EXPERIMENTALIS, 2009, 57 (01) :19-32
[3]
E-learning as an alternative strategy for tourism higher education in Egypt [J].
Afifi, Galal M. H. .
QUALITY ASSURANCE IN EDUCATION, 2011, 19 (04) :357-+
[4]
[Anonymous], 2010, P 2010 ACM SIGMOD IN, DOI DOI 10.1145/1807167.1807231
[5]
[Anonymous], 2011, CIDR
[6]
Bose R., 2004, Electronic Government, V1, P349, DOI 10.1504/EG.2004.005907
[7]
Bull S., 2004, P MLEARN 2003 LOND M
[8]
Cairns V., 2009, MIDDL TENN U 14 INST
[9]
Carey K, 2005, TURK ONLINE J DISTAN, V6, P22
[10]
M-learning in distance education libraries A case scenario of Indira Gandhi National Open University [J].
Chandhok, Seema ;
Babbar, Parveen .
ELECTRONIC LIBRARY, 2011, 29 (05) :637-650