کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
489875 704634 2015 6 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Online Interactive Data Mining Tool
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر علوم کامپیوتر (عمومی)
پیش نمایش صفحه اول مقاله
Online Interactive Data Mining Tool
چکیده انگلیسی

Nowadays various fields of industries and studies require data mining tools to extract knowledge from variety of databases. Developing such data mining tool is nontrivial task, due to selections required from variety of available algorithms, professionally. In this paper Online Interactive Incremental Data Mining tool (OIIDM) is presented. This tool provides variety of data mining tasks like clustering and incremental Clustering, classification, association mining. These tasks are achieved through interacting with user to provide satisfaction of performed task. OIIDM help user to get appropriate data mining algorithm among the available algorithms by performing analysis of algorithm based on input data by Considering Algorithmic parameter. This tool also support to the incremental approach of data mining to user as incremental data is one of the issues in data mining.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Procedia Computer Science - Volume 50, 2015, Pages 335-340