社群網路分析應用已觸及到廣泛的商業領域，並且已有很多成功案例產生。目前創業有一部分透過少量資金成本的網路創業，並且利用社群網路訊息擴展技術，成功的行銷品牌。社群網路創新應用需要有服務平台協助進而在平台上製造創新應用與加值服務。因此本課程以基礎分析理論導讀講解，搭配既有社群網路平台服務開始介紹，並且探討Facebook與Twitter上的創新應用案例，並且解說近期熱門的IoT議題及大資料分析中與社群網路相關的案例。課程會介紹社群網路應用分析的基礎知識，並針對這些案例解說其技術。此外課程另一項重點由學生報告近期社群網路應用理論。以社群網路理論為基礎分析實際案例中的理論導入與加值創新，從案例解說中理解資料探勘、統計分析、機器學習等相關應用技術整合。The application of community network analysis has reached the wide range of business fields, and many successful cases have been generated. Currently, some of the founding companies have successfully launched online businesses with a small amount of funding costs, and use community network information to expand technology. The innovative application of community networks requires a service platform to help create innovative applications and value-added services on the platform. Therefore, this course is based on basic analysis theory and is introduced with existing community network platform services. It also explores innovative application cases on Facebook and Twitter, and explains recent popular IoT issues and cases related to community networks in big data analysis. The course introduces the basic knowledge of community network application analysis and explains its technology to these cases. In addition, another focus of the course is reported by students on recent social network application theories. Based on community network theory, we analyze theoretical introduction and value-added innovation in actual cases, and understand the integration of related application technologies such as data exploration, statistical analysis, and machine learning from the case explanation.
Reza Zafarani, Mohammad Ali Abbasi, Huan Liu, "Social Media Mining: An Introduction", Cambridge University Press, 2014
Reza Zafarani, Mohammad Ali Abbasi, Huan Liu, "Social Media Mining: An Introduction", Cambridge University Press, 2014
| 評分項目 Grading Method | 配分比例 Grading percentage | 說明 Description |
|---|---|---|
| 課堂討論課堂討論 Class discussion |
20 | |
| 作業作業 Action |
50 | |
| 期末報告期末報告 Final report |
30 |
