Extraction of association rules using big data technologies
نویسندگان
چکیده
منابع مشابه
Association Rules Extraction from Big Data Using BOINC-based Enterprise Desktop Grid
The paper describes an approach to association rules extraction from huge data sets using BOINC-based Enterprise Desktop Grid. An algorithm of data analysis and a native BOINC-based application are presented. Several experiments with the aim of validation and performance evaluation of the algorithm implementation were performed. The results of the experiments show that the approach is promising...
متن کاملMining Technique Using Association Rules Extraction
automatically extracting association rules from collections of textual documents. The technique called, Extracting Association Rules from Text (EART). It depends on keyword features for discover association rules amongst keywords labeling the documents. In this work, the EART system ignores the order in which the words occur, but instead focusing on the words and their statistical distributions...
متن کاملPrediction of chronic kidney disease in Isfahan with extracting association rules using data mining techniques
Background: Millions of deaths occur around the world each year due to lack of access to appropriate treatment for chronic kidney disease patients. Given the importance and mortality rate of this disease, early and low-cost prediction is very important. The researchers intend to identify chronic kidney disease through the optimal combination of techniques used in different stages of data mining...
متن کاملRefining Information Extraction Rules using Data Provenance
Developing high-quality information extraction (IE) rules, or extractors, is an iterative and primarily manual process, extremely time consuming, and error prone. In each iteration, the outputs of the extractor are examined, and the erroneous ones are used to drive the refinement of the extractor in the next iteration. Data provenance explains the origins of an output data, and how it has been ...
متن کاملEmploying data mining to explore association rules in drug addicts
Drug addiction is a major social, economic, and hygienic challenge that impacts on all the community and needs serious threat. Available treatments are successful only in short-term unless underlying reasons making individuals prone to the phenomenon are not investigated. Nowadays, there are some treatment centers which have comprehensive information about addicted people. Therefore, given the ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: International Journal of Design & Nature and Ecodynamics
سال: 2016
ISSN: 1755-7437,1755-7445
DOI: 10.2495/dne-v11-n3-178-185