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    题名: 智慧客製化服務創新之研究-以STITCH FIX為例
    A Study of Smart Customization Service
    作者: 詹惠雯
    Chan, Hui-Wen
    贡献者: 尚孝純
    Shang, Shari S.C.
    詹惠雯
    Chan, Hui-Wen
    关键词: 大量客製化
    大數據
    體驗經濟
    客戶服務價值循環
    Mass Customization
    Big Data
    The Experience Economy
    Customer Service Value Cycle
    日期: 2019
    上传时间: 2020-03-02 11:05:07 (UTC+8)
    摘要: 根據資策會資料指出,電子商務將位居2020年全球新興產業之首,但「價格競爭激烈毛利偏低」「消費需求多變」卻為業者經營上遭遇之困境前二名,如何擺脫價格競爭與精準預測需求,是電子商務業者重要的經營課題。

    本研究主要探討在競爭激烈商業環境下,企業如何藉由數據驅動,改變服務思維及創新商業模式。在由舊經濟邁入新經濟時代,以消費者為核心,應用數據發展客製化產品創新服務客戶,與顧客共創體驗提升服務價值,進而帶動成長。本研究透過探討個案的商業模式、用戶購買流程、數據搜集處理應用、運營分析,探討服務創新的面向,歸納發展智慧客製化服務創新的優勢,並對未來的機會與威脅提出看法。

    本研究發現,個案企業以消費者為核心,發展創新的訂閱服飾商業模式,強大的數據團隊、多元數據算法及多面向大數據應用,提供商務價值最佳化的預測的基礎。並透過人機協作,提供個性化的產品訂製服務與用戶共創體驗,達到深度個人化,透過顧客參與來傳遞服務價值,產生WoW的體驗經驗,徹底體現良好客戶體驗,創造價值循環。
    According to the Institute for Information Industry, III, e-commerce will rank first in the world`s emerging industries in 2020. However, “price competition is fierce and gross margins are low” and “consumer demand is changing” are the top two problems encountered by enterprises. And accurate demand forecasting is an important business issue for e-commerce players. This research focuses on how companies can drive data, change service thinking, and innovate business models in a highly competitive business environment. In the era of transition from the old economy to the new one, with consumers as the core, enterprises driving growth through the use of data to develop customized product innovations, having co-create experiences with customers to enhance service value.

    This study explores the aspects of service innovation of individual cases by exploring the business model, user purchase processes, data collection and processing applications, operation analysis and summarizes the advantages of smart customization service innovations, and presents views on future opportunities and threats.

    This research finds that Stitch Fix develops innovative business models of subscription fashion apparel box, with strong data teams, multi-data algorithms, multi-oriented big data applications, with consumers as the core, and all above provide the basis for business value optimization. Through human-machine collaboration, Stitch Fix provides personalized product customization services to create a co-experience with users. This achieves deep personalization, through customer participation to deliver service value and also generate WoW experience, fully reflects the good customer experience and creates a value cycle.
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    網際網路
    王義智, 資策會產業情報研究所MIC ( 2015), 《電子商務市場與下世代應用趨勢前瞻》, 上網日期:2019 年10月07日, 檢自:https://mooc.mic.org. tw/sharecourse/upload/course/399/321eeca14e56e633b79ee9376510fb91.pdf
    經濟部統計處(2019), 《今年電子購物業營收可望再創新猷》, 上網日期:2019 年10月13日, 檢自: https://www.moea.gov.tw/MNS/populace/news/News.aspx?kind=1&menu_id=40&news_id=86046
    張筱祺, 資策會產業情報研究所MIC(2015), 《隨選服務發展現況 服務定義與應用範疇》, 上網日期:2019 年10月07日, 檢自: https://mic.iii.org.tw/aisp/FreeS.aspx?id=3055
    經濟部商業司 (2015), 《行政院生產力 4.0 發展方案 Taiwan Productivity 4.0 Initiative 民國 105 年至民國 113 年 (核定本) 》, 上網日期:2019 年10月10日, 檢自: https://www.nchu.edu.tw/~class/bulletin/MOE/105_MoE_re_allr.pdf
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    網際網路
    Anahita Hassanzadeh and Douglas Rudd (2019), Many Roads to the Algorithms Team at Stitch Fix, Retrieved October 12 2019, from: https://multithreaded.stitchfix.com/blog/
    Brad Klingenberg (2019), Moving Beyond Deterministic Optimization: Making a Decision in the Face of Uncertainty, Retrieved October 18 2019, from: https://multithreaded.stitchfix.com/blog/2019/09/10/stochastic-optimization/
    Dina Gerdeman (2018) , On Target: rethinking the retail website, Retrieved October 14 2019, from: https://digital.hbs.edu/data-and-analysis/on-target-rethinking-the-retail-website/
    Economist (Mar. 2013) , The rise of the sharing economy, Retrieved October 20 2019, from: https://www.economist.com/news/leaders/21573104-internet-everything-hire-rise-sharing-economy
    Google Finance: http://finance.google.com, Retrieved December 31 2019, from: https://www.google.com/search?tbm=fin&ei=sDAYXqrqK7PFmAWBzJG4Cw&q=SFIX&oq=SFIX&gs_l=finance-immersive.3..81l2.20364.25034.0.27211.4.4.0.0.0.0.51.183.4.4.0....0...1c.1.64.finance-immersive..0.4.182....0.Lqb6FgFrQeY#scso=_zDAYXq-vKJHemAXI4LbwAg9:0
    Lance A. Bettencourt (2017) , Just Playing Around: Why “Gamifying” an Innovation Can Boost the Bottom Line, Retrieved October 24 2019, from: https://www.ama.org/2017/10/25/just-playing-around-why-gamifying-an-innovation-can-boost-the-bottom-line/
    Mary Meeker ( 2019 ) , Internet Trends 2019 , Retrieved October 05 2019, from: https://www.bondcap.com/report/itr19/
    Q4 and Fiscal Year 2019 Letter to Shareholders (October 2019), Retrieved October 17 2019, from: https://investors.stitchfix.com/static-files/ef414eda-2498-4b30-93a8-c44ad13a894c
    Sam Hollis ( 2018 ) , The Stitch Fix story: changing the way millions of people dress with data, Retrieved October 24 2019, from: https://jilt.com/blog/stitch-fix-data/
    Stitch Fix algorism tour (2019), Retrieved October 14 2019, from: https://algorithms-tour.stitchfix.com/
    Stitch Fix Investor Presentation (December 2019), Retrieved October 12 2019, from: https://investors.stitchfix.com/static-files/ec8ba972-9fde-4ec4-91f1-3712c2e659b5
    描述: 碩士
    國立政治大學
    經營管理碩士學程(EMBA)
    106932097
    資料來源: http://thesis.lib.nccu.edu.tw/record/#G0106932097
    数据类型: thesis
    DOI: 10.6814/NCCU202000188
    显示于类别:[經營管理碩士學程EMBA] 學位論文

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