Data mining in telecommunications and studying its status in iran telecom companies and operators

سال انتشار: 1386
نوع سند: مقاله کنفرانسی
زبان: انگلیسی
مشاهده: 4,126

فایل این مقاله در 6 صفحه با فرمت PDF قابل دریافت می باشد

این مقاله در بخشهای موضوعی زیر دسته بندی شده است:

استخراج به نرم افزارهای پژوهشی:

لینک ثابت به این مقاله:

شناسه ملی سند علمی:

IDMC01_024

تاریخ نمایه سازی: 20 خرداد 1386

چکیده مقاله:

telecommunication companies generate and deal with a tremendous amount of data ,including : call detail data, network data and customer data. the amount of data is so great that manual analysis of the data is very difficult , if not impossible . in this paper we describe the main concepts and applications of data mining in telecommunications including : fraud detection and prediction, marketing ,customer profiling , network fault isolation , churn management,demand forecasting for telecom products ,etc. we also explain data mining challenges which telecommunication industry faces with them and finally the result of studying data mining status in iran telecommunication companies and operators.

نویسندگان

jamal sophieh

Affiliation : ( MS student of IT management ,science and research branch, Azad university, bachelor of telecom engineering , khaje Nasir Toosi technical university and expert of telecom infrastructure company of Iran )