Building a Document-Oriented Warehouse Using NoSQL

Autor:	Jamel Feki, Abdulrahman A. Alshdadi, Ines Ben Messaoud
Rok vydání:	2021
Předmět:	Information Systems and Management Computational Theory and Mathematics Database Computer Networks and Communications Computer science computer.software_genre NoSQL computer Computer Science Applications Information Systems Management Information Systems Warehouse
Zdroj:	International Journal of Operations Research and Information Systems. 12:33-54
ISSN:	1947-9336 1947-9328
Popis:	The traditional data warehousing approaches should adapt to take into consideration novel needs and data structures. In this context, NoSQL technology is progressively gaining a place in the research and industry domains. This paper proposes an approach for building a NoSQL document-oriented warehouse (DocW). This approach has two methods, namely 1) document warehouse builder and 2) NoSQL-Converter. The first method generates the DocW schema as a galaxy model whereas the second one translates the generated galaxy into a document-oriented NoSQL model. This relies on two types of rules: structure and hierarchical rules. Furthermore, in order to help understanding the textual results of analytical queries on the NoSQL-DocW, the authors define two semantic operators S-Drill-Up and S-Drill-Down to aggregate/expand the terms of query. The implementation of our proposals uses MangoDB and Talend. The experiment uses the medical collection Clef-2007 and two metrics called write request latency and read request latency to evaluate respectively the loading time and the response time to queries.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::68af2a36278a517d88e5cfa59eac3b28 https://doi.org/10.4018/ijoris.20210401.oa3 Zobrazit plný text záznamu