دورية أكاديمية

Using the Mathematical Model on Precision Marketing with Online Transaction Data Computing

التفاصيل البيبلوغرافية
العنوان: Using the Mathematical Model on Precision Marketing with Online Transaction Data Computing
المؤلفون: Jun Wu, Li Shi, Guangshu Xu, Yu-Hsi Yuan, Sang-Bing Tsai, Weiyi Hao, Jiesong Jiang
المصدر: Hindawi, Mathematical Problems in Engineering. 2021:1-7
سنة النشر: 2021
الوصف: In this paper, a decision-making system for precision marketing is presented to deal with real-world problems based on real e-business data collected in a company in Beijing. During the data preprocessing, the authors conducted a cleaning course to make sure the data to be analyzed in the latter part of the paper were credential. Based on the processed data, the authors analyzed consumer purchasing behaviors using three classic recommendation algorithms and made a performance comparison of the three algorithms. At the end of this paper, the authors proposed a series of precision marketing strategies which had been adopted by the data source company and had been proved to be effective in improving the performance.
نوع الوثيقة: redif-article
اللغة: English
DOI: 10.1155/2021/5539300
الإتاحة: https://ideas.repec.org/a/hin/jnlmpe/5539300.html
رقم الأكسشن: edsrep.a.hin.jnlmpe.5539300
قاعدة البيانات: RePEc