Big Data
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Overview #

Introduction #

  • The 4V’s of Big Data [http]link
  • NYT (2012) - The Age of Big Data [http]link
  • McKinsey (2011) - Big data : The next frontier for innovation, competition, and productivity [http]link
  • EMC - Big Data: Big Opportunities to Create Business Value [http]pdf
  • IBM (2012) - Analytics: The real-world use of big data [http]link
  • IBM (2012) - Better Business Outcomes with Business Analytics [http]pdf
  • Gartner's Business Analytics Framework [http]pdf
  • The Deciding Factor: Big Data & Decision Making [http]pdf
  • Business Data Lake [https]Youtube
  • (See also "Worldwide Big Data Technology and (IT) Services 2012-2016 Forecast")

Articles #

  • Interfaces (2010) - The Analytics Movement: Implications for Operations Research [http]pdf
  • Big Data, Analytics and the Path from Insight to Value [http]MITSloan2011
  • Business Intelligence and Analytics - From Big Data to Big Impact [http]MISQ2012
  • Data Science, Predictive Analytics, and Big Data [http]JBL2013
  • Davenport - Big Data in Big Companies [http]‎SAS2013 [http]summary
  • Davenport - At the Big Data Crossroads: turning towards a smarter travel experience [http]pdf
  • Big data: Challenges and opportunities, Infosys Labs Briefings. [http]11 (1), 2013
  • Special issue of Computers [http]Jun. 2013
  • Special issue of MIT Sloan Management Review [http]Dec. 2013
  • Special issue of Future Generation Computer Systems [http]37, 2014
  • 서울연구원 - 빅데이터 관련 보고서 [https]search

Market #

  • Worldwide Big Data Technology and (IT) Services 2012-2016 Forecast [https]pdf

Case Study #

  • 빅데이터국가포럼 빅데이터 사례 [http]link
  • IBM Big Data Hub [http]link
  • IBM Analytics Case Studies [http]pdf
  • Oracle Data Warehousing and Big Data [http]link
  • Use Cases [http]site

Software #

  • IDC Market Analysis: Worldwide BA Software 2013–2017 Forecast and 2012 Vendor Shares [http]pdf
  • IBM Framework - Better business outcomes with IBM Big Data & Analytics [http]pdf
  • Simply Measured [http]link

Data Repository #

Applications #

Big Data Analytics #

Business Process Analytics #

  • Business Process Analytics Using a Big Data Approach (IEEE IT Professional 2013) [http]link
  • Business Process Analytics (zur Muehlen & Spiro, 201?) [https]pdf
  • Appian (White paper) [https]site
  • A Framework to Support Business Process Analytics (Proceedings of KMIS, 2012)

Supply Chain Analytics #

  • Deloitte (2013) - Creating Value with Business Analytics - SCC Meeting [https]pdf
  • Delivering Business Value through Supply Chain Analytics (Infosys, 2005) [http]pdf
  • IBM (2011) - Business Analytics and the Supply Chain: The new path to value [https]pdf
  • Supply Chain Insights - Big Data Handbook: How to Unleash the Big Data Opportunity (long white paper). [http]site
  • Big Data in Logistics (White paper) [http]pdf
  • U.S. Roadmap for Material Handling & Logistics [http]pdf

Service Analytics #

Social Media Analytics #

Transportation Analytics (including Human Mobility) #

  • Smart card data use in public transit: A literature review - TR- Part C [http]link
  • 서울시 교통정보센터 - TOPIS 3.0 [http]link

Computational Social Science #

  • Understanding the paradigm shift to computational social science in the presence of big data [http]link

Trends in Industry #

  • Venture Beat [http]link
  • ReadWrite [http]link
  • IBM Software [http]link
  • SAS Customer Intelligence [http]link
  • SAP Analytics [http]link
  • Siemens: Big Data in industrial applications [http]link
  • Infosys SCM White Papers [http]link
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