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1 c ID ID ID 1 POS ID-POS ID-POS ID ID RFM LTV 8 7 ID KPI ID ID-POS ID KPI 1. ID 1.1 ID ID ID-POS ID IC ID IC ID nanaco Edy Suica PASMO IC 1 ID ID ID ID POS Web IC 1 ID 1 Twitter Facebook ID POS IC IC 1 2 ID 1 ID-POS ID Web 1 ID ID Identification/Identifier Identity Copyright c by ORSJ. Unauthorized reproduction of this article is prohibited

2 1 ID ID IC GPS POS EC POS Web Web SNS mixi GREE Twitter, Facebook 2 1 ID ID Copyright c by ORSJ. Unauthorized reproduction of this article is prohibited.

3 2 ID 2 ID ID Life Log ID ID ID-POS ID ID ID ID ID 2 ID 1 ID-POS POS ID-POS ID 1.2 ID NRI ID DM RFM LTV Copyright c by ORSJ. Unauthorized reproduction of this article is prohibited

4 3 NRI BtoC 262, ID 9 Twitter Facebook, Ameba 2. ID ID ID 2.1 ID 1 ID ID 2.2 ID CRM ID Copyright c by ORSJ. Unauthorized reproduction of this article is prohibited.

5 4 ID JR POS JR-POS JR-POS Suica ID JR JR-POS A A JR-POS JR-POS FROM AQUA FROM AQUA 3 JR FROM AQUA Ford Motor Google EV PHV Copyright c by ORSJ. Unauthorized reproduction of this article is prohibited

6 2 ID NTT NTT id id Amazon.com Data is King Kindle ID 3 CRM ID One to One CCC T POS ABC C T ID-POS 1 American Express International Facebook Foursquare Facebook Foursquare ID Facebook Foursquare American Express Facebook 4 B2B ID Dell IdeaStorm IdeaStorm ID ID Heel.com ID 26 ID NTT Copyright c by ORSJ. Unauthorized reproduction of this article is prohibited.

7 Facebook LinkedIn 2,000 EC Voyage CEO Twitter Twitter Twitter 3. ID ID ID ID ID 5 KPI Key Performance Indicator 6 KPI 6 KPI KPI ID ID-POS KPI Copyright c by ORSJ. Unauthorized reproduction of this article is prohibited

8 7 KPI BP NRI ID-POS ID 8 2 ID-POS Twitter ID ID ID 3.2 ID ID Facebook ID 1 ID Copyright c by ORSJ. Unauthorized reproduction of this article is prohibited.

9 M&A ID ID ID ASP T CCC T ASP T T IIJ ipad POS ID 8 9 ID Copyright c by ORSJ. Unauthorized reproduction of this article is prohibited

10 4. ID ID ID ID ID ID PDCA 3 ID ID ID [1] 2012 [2] 2011 [3] G. J [4] BP 2010 [5] 2015 ID Copyright c by ORSJ. Unauthorized reproduction of this article is prohibited.

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