Improving Clustering Algorithm Based On K In Big Data
Publish place: Fourth International Conference on Modern Research in Engineering Sciences and Technology
Publish Year: 1394
نوع سند: مقاله کنفرانسی
زبان: English
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شناسه ملی سند علمی:
NSOECE04_191
تاریخ نمایه سازی: 9 مرداد 1395
Abstract:
Big data processing and management is taken into consideration in recent years, frameworks and special tools have been introduced for this purpose and data analyzing is studied as massive data management. Different operations carried out on data management that group of such operation are as preprocessing which is performed on data to prepare data for basic operations. In this study, we check out main clustering algorithms in big data and due to studies on this algorithm, some ways suggested that consider main parameters which improve the big data clustering. At last, we evaluated the suggested method on Persian dataset and also described to make ready this dataset.
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Authors
Shirin Abbasi1
Department of Computer Engineering , Master student of Software Engineering, University of Islamic Azad University, Central Branch of Tehran, Iran,
Babak Vaziri2
Department of Computer Engineering, Faculty of Software Engineering, University of Islamic Azad University, Central Branch of Tehran, Iran
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