دانلود مقاله ISI انگلیسی شماره 141216
ترجمه فارسی عنوان مقاله

الگوریتم فیلترینگ محتوای توزیع شده براساس برچسب داده و بیان سیاست در شبکه های توزیع فعال است

عنوان انگلیسی
Distributed content filtering algorithm based on data label and policy expression in active distribution networks
کد مقاله سال انتشار تعداد صفحات مقاله انگلیسی
141216 2017 30 صفحه PDF
منبع

Publisher : Elsevier - Science Direct (الزویر - ساینس دایرکت)

Journal : Neurocomputing, Volume 270, 27 December 2017, Pages 159-169

ترجمه کلمات کلیدی
شبکه های توزیع فعال برچسب داده، بیان سیاست، فیلتر کردن محتوا،
کلمات کلیدی انگلیسی
Active distribution networks; Data label; Policy expression; Content filtering;
پیش نمایش مقاله
پیش نمایش مقاله  الگوریتم فیلترینگ محتوای توزیع شده براساس برچسب داده و بیان سیاست در شبکه های توزیع فعال است

چکیده انگلیسی

With the development of active distribution networks, data transmission is facing a severe security challenge. Secure data transmission is crucial for the real-time and exact control of active distribution networks. However, traditional data encryption methods have difficulty with the real-time control and mass data transmission of the active distribution networks. Additionally, content filtering based on text classification has a strong dependence on the size and type of data. To solve these problems, this paper proposes a novel distributed content filtering algorithm based on data labeling and policy expression (DCF-DLPE). In DCF-DLPE, we design a secure private protocol with data labeling and build a policy rule expression. Four representative datasets are used to evaluate the performance of the proposed algorithm. The comparative results show that for the larger dataset, DCF-DLPE outperforms the DES, AES (256-bit) and Blowfish encryption methods in the average time-consumption. Experimental results also show that compared with text classification algorithms, DCF-DLPE has a clear advantage in terms of filtering accuracy, sensitivity and precision. It is more important that, compared with text classification algorithms, performance of the DCF-DLPE algorithm is independent of the size and type of the dataset.