The analysis of apriori algorithm for structured and unstructured data
Journal Title: Vìsnik Nacìonalʹnogo unìversitetu "Lʹvìvsʹka polìtehnìka". Serìâ Ìnformacìjnì sistemi ta merežì - Year 2017, Vol 872, Issue
Abstract
Apriori algorithm is analyzed as a search method of associative rules in structured and unstructured data in terms of the number of discovered rules, performance and requirements for computing resources. Unstructured data are closely related to the term ’Big Data’. One of the main tasks of data engineering is the detection of unstructured information processing means. There has been developed a software system to perform computational experiments that processes data using Apriori algorithm, which subject area is trade. Such system can be a prototype for real recommendation system. The software solution is developed on stack of Hadoop technology.
Authors and Affiliations
Yevheniya Levus, Nadiya Nechypir, Yurii Polyniak
Keywords
Related Articles
- EP ID EP576426
- DOI -
- Views 160
- Downloads 0
Hybrid Algorithm for Inductive Cluster Analysis Using Density Distribution Data Evaluation
In this article proposed a new clustering technique, which is based on two methods: density algorithm DBSCAN and inductive objective clustering algorithm. Experimentally proved that the combination of two these methods c...
Analytical review of medical mobile diagnostic systems
Existing mobile medical systems have been analyzed. It has been demonstrated that the existing systems are effective in different ways and have different efficacy. The choice of smart watch Apple Watch as a mobile medica...
Analytical approaches for definition of functions with variable period and information technology for determining of Fourier coefficients
Main achievements of function theory with variable period have been described. The tasks aimed at their further study, namely the task of functions with variable period “approximation” Fourier series, and development the...
Big Datamodels for E-commerce Systems
Generalized structural model of Big Data information resource for e-commerce systems developed in this paper. The analysis and substantiation of possibility and expediency of use of the Big Data in the processes of e-com...
Information technology development of personalized medical data processing
This article discusses the information technology for personalized medical information for decision making. The architecture of the system of medical support decision making (MSDM) has been developed as the means of its...