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|Keywords: ||巨量資料;行銷;行動上網;數據分析;電信運營商;Big Data;Marketing;Mobile Internet;Data Analysis;Telecom Company|
|Issue Date: ||2015-07-30 17:44:13 (UTC+8)|
個案公司發展至今日的成果，實屬不易。然而近年來由於市場變化多端，以及產業間競爭激烈，如何擁有持續的競爭優勢，並及早思考永續發展之策略，值得深入探討與研究。本研究根據Dcplus網站在巨量資料專題五中論述之電信運營商巨量資料應用，提出對個案公司的應用領域與建議，項目如下: (1) 網路管理和優化，包含基礎設施建設優化和網路運營管理和優化;(2) 市場和精準行銷，包含客戶圖像、關係鏈研究、精準行銷、即時行銷和個人化推薦;(3) 客戶關係管理，包括客服中心優化和客戶生命週期管理;(4) 企業運營管理，包含業務運營監控和經營分析;(5) 數據商業化，指數據對外商業化，單獨盈利。
;Big data analysis has become a famous doctrine in marketing in recent years. Every enterprise that has huge database in the past puts in lots of efforts to study big data analysis. However, most teaching classes of big data analysis in the market nowadays are related to software techniques and lack of application in marketing agenda and tools in statistic analysis. Therefore, deconstructing the mystery of big data and seeing through the consumers’ behavior will be crucial to business’ revenue in the future.
What’s the relationship between big data and marketing? Experienced marketing representatives know that in order to find out the key customers and marketing needs, they have to search in the huge database and try to figure out the meaning behind all kinds of numbers. Now with the big data tool, the difficulty in the past is no longer exists. It is critical to speculate how to affect customers’ behavior based on the analyzed results and transform the speculation into the solid business plan and implement it. From the perspective of business strategy, study big data according to the operation policy belongs to managing work; turning analyzed results into practical activity also belongs to managing work. Manages have to determine how to analyze data and have the ability to change strategy according to the analyzed data.
This research will cooperate with a telecommunication company and apply its database. Through analyzed data from different information, the goal of this research is to find out the potential audio and video service
This research will cooperate with the telecom company and apply its database to find out potential customers using audio and video (AV) service through data analysis. We want to make sales in this telecom company to understand its customers’ habits clearly through this research. Furthermore, we hope to increase revenue and service using percentage by finding out what customers really needs.
It’s not easy for the case study to achieve its accomplishment. However, due to the constantly changing of markets and keen competition between industries, it’s worth to probe into how to keep competition advantages continuously and deliberate the strategy of sustainable development. According to the big data subject of applying big data in telecom industry in Dcplus website, this research has some suggestions for the case study : (1) network management and optimization, including optimization of infrastructure and network management (2) market and precision marketing, including customer image, study of customer relationship, precision marketing, real time marketing, personalized recommender (3) management of customer relationship, including optimization of customer service and management of customer life-cycle (4) management of business, including sales monitoring and analysis of business (5) data commercialization, commercializing the data and profiting solely.
|Appears in Collections:||[工業管理研究所碩士在職專班 ] 博碩士論文|
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