Show simple item record

dc.contributor.advisorGoede, Roelien Prof.
dc.contributor.advisorSmit Imelda
dc.contributor.authorBotes, André Romeo
dc.date.accessioned2014-06-04T14:36:02Z
dc.date.available2014-06-04T14:36:02Z
dc.date.issued2014
dc.identifier.urihttp://hdl.handle.net/10394/10608
dc.descriptionMSc (Computer Science), North-West University, Vaal Triangle Campus, 2014en_US
dc.description.abstractStructured data stores have been the dominating technologies for the past few decades. Although dominating, structured data stores lack the functionality to handle the ‘Big Data’ phenomenon. A new technology has recently emerged which stores unstructured data and can handle the ‘Big Data’ phenomenon. This study describes the development of an artefact to aid in the analysis of NoSQL document data stores in terms of relational database model constructs. Design science research (DSR) is the methodology implemented in the study and it is used to assist in the understanding, design and development of the problem, artefact and solution. This study explores the existing literature on DSR, in addition to structured and unstructured data stores. The literature review formulates the descriptive and prescriptive knowledge used in the development of the artefact. The artefact is developed using a series of six activities derived from two DSR approaches. The problem domain is derived from the existing literature and a real application environment (RAE). The reviewed literature provided a general problem statement. A representative from NFM (the RAE) is interviewed for a situation analysis providing a specific problem statement. An objective is formulated for the development of the artefact and suggestions are made to address the problem domain, assisting the artefact’s objective. The artefact is designed and developed using the descriptive knowledge of structured and unstructured data stores, combined with prescriptive knowledge of algorithms, pseudo code, continuous design and object-oriented design. The artefact evolves through multiple design cycles into a final product that analyses document data stores in terms of relational database model constructs. The artefact is evaluated for acceptability and utility. This provides credibility and rigour to the research in the DSR paradigm. Acceptability is demonstrated through simulation and the utility is evaluated using a real application environment (RAE). A representative from NFM is interviewed for the evaluation of the artefact. Finally, the study is communicated by describing its findings, summarising the artefact and looking into future possibilities for research and application.en_US
dc.language.isoenen_US
dc.publisherNorth-West Universityen_US
dc.subjectDesign science researchen_US
dc.subjectStructured data storesen_US
dc.subjectUnstructured data storesen_US
dc.subjectArtefacten_US
dc.subjectNoSQLen_US
dc.subjectBig dataen_US
dc.titleAn artefact to analyse unstructured document data storesen
dc.typeThesisen_US
dc.description.thesistypeMastersen_US


Files in this item

Thumbnail

This item appears in the following Collection(s)

Show simple item record