کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
488656 703922 2015 8 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Data Mining of Automatically Promotion Tweet for Products and Services Using Naïve Bayes Algorithm to Increase Twitter Engagement Followers atPT. Bobobobo
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر علوم کامپیوتر (عمومی)
پیش نمایش صفحه اول مقاله
Data Mining of Automatically Promotion Tweet for Products and Services Using Naïve Bayes Algorithm to Increase Twitter Engagement Followers atPT. Bobobobo
چکیده انگلیسی

The number of user social media Twitter in Indonesia giving benefits for companies to promote products and services via Twitter. In Twitter, to maximize the promotion it's needed more followers. Through this research data mining used to discovered follower's trend information of products or services to increase the engagement followers through automatically tweet promotion. Algorithm Naïve Bayes used to classified tweet followers based on products or services, then analyzed to get trend words and afterwards adapted to promotion tweet. The results of this research, Naïve Bayes Classification accuracy reached 90.31% used data testing from tweet product and 80.91% from data testing tweet services, and increased engagement followers reached 69%.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Procedia Computer Science - Volume 59, 2015, Pages 254-261