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30.07.2009

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Business Intelligence

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������ �������� ������������� ������� � ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ ������������ ������������, �������� ����� �������� �� ï¿½ï¿½ï¿½ï¿½ï¿½. �������� TDWI, ����� ������ (Philip Russom), �������� ������� ��� ��������, �������, ��������� �����, ����� �������� ���������� ��� ����� � ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ ������. ����������� ��������� �������� �� ï¿½ï¿½ï¿½ï¿½ï¿½ ���������� ������������� ��������.

������ ������� �����. � ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ 2000-�, � ï¿½ï¿½ï¿½ï¿½ï¿½ � ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ ������ � ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½, �������� ��������� ���� ������� �� ï¿½ï¿½ï¿½ï¿½ï¿½ IT-���������� � ���������, � ï¿½ï¿½ï¿½ï¿½ï¿½ ���������� ��� IT-������� �� ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ ����. ��������� ��������� ������� �����. ������������� �������� ������� � �������� ������������ � ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ ����������� IT-������. �������, ����� ����������� ���������� �� ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½, ������� �� IT ï¿½ï¿½ï¿½ï¿½ï¿½ ����� �����, ����� �������� ��������. � ���������� ������� ������������ ����������� ������ ������������ �����������. ��������, � 2009 ï¿½ï¿½ï¿½ï¿½ IT-������� ����� ����� �� ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ ����, ����� ���������������� � 2010 — 2011, ����� ���������� ����������� ����� ���������.

������������ ������ ������������. ���� IT-�������� �� ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ �������� ��� ������ ������������, �� ï¿½ï¿½ï¿½ ï¿½ï¿½ ��� ����� ������? ��������� ����� ����� ��������������� ��, ï¿½ï¿½ï¿½ ��� ������� � ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½. ������ ��� � ï¿½ï¿½ï¿½ï¿½ � 2001-2003 ï¿½ï¿½ï¿½ï¿½. � ï¿½ï¿½ï¿½ ������ ��� ����� �����, ��� ��� ������ ����� ��������� ��������� � ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ ���������� ������ ���������� ��� CRM, ERP, � ï¿½ï¿½ ï¿½ï¿½ï¿½ï¿½ï¿½ ���� ����������. �� ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ ������� ��������� �� ��� ��� ���������� ���������� �� ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½, ������� �������� � 90-� ����.

� ������ ������������ BI ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ ����������� � ������� �������� ������ ������������� ���� ������ �� ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ ������ ������ � ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ BI-��������. ������� �����������, ��������� �������� �������� ��������� ������, �������� �������� ��������� ����������, ����������� ���������� �������� � ï¿½ï¿½ï¿½ï¿½ï¿½ ������������ ���������, � ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ ������� ������� �� ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½, �������������� � ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ ���������.

����������� TDWI ������������, ��� � ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ ����� ������������ IT-�������������. � ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ �������� �������������� ���������� ����������� ������ ���� ������ ��������. � 90-� ���� ������� �������� �����, ������ �������� ������������ ��������� IT-������� �� ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½-�������������� � ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½. �����, � ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ 2000-�, ������� ����� ����������� ��������� ���� ��������� ������� � ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ �������� � ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ ������������� IT — ������� �������� ������. ������ ����, � ï¿½ï¿½ï¿½ï¿½ï¿½ ������� �������� �����, ����� ����, �� ï¿½ï¿½ ï¿½ï¿½ï¿½ï¿½ï¿½ ������� ����������, ��� � 90-�. ������� ���� �������� � ï¿½ï¿½ï¿½-���� � ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ ������������, ������ ����� ��������� ������ ��������.

���������� ��������� ����� ������ ���������. ������������ ������ ��������� �� ï¿½ï¿½ï¿½ï¿½ï¿½ ���� ������������� ������������� ����� �������� ������������ ���������� ������ � ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½. ���������� � «ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½» ������ ������� � ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ ����������� ������������ ��������� �������� � ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ ����������-���������� ����������. ����������, ������ �������� ��������, ��� ������� ����� �� IT-�������� ���������� ������� �� ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ � ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½, � ï¿½ï¿½ �� ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ ����� ����������.

�������� ��� �� ������� ������������. ����� ����������� ��������� � ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ ���� ������ ������������, ������������� business intelligence, ���������� ������, ���� � ï¿½ï¿½ï¿½ ������ ��������� � ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ �����. � ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ ������� �������� �� ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ ������ ��������������. � ï¿½ï¿½ï¿½ ������ �� ï¿½ï¿½ï¿½ IT-���������� �����������. �������� TDWI �������, ��� 2009-2010 ï¿½ï¿½ï¿½ï¿½ ������ �������� ����� �������� ��������������� ��������� � ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ �����.

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��, ������� ������ �������. �� ï¿½ï¿½ï¿½ï¿½ï¿½ ������� ����� ������, ����� ������ � ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ � ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ ����� «ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ ���������». ���������� ��� ������� ��������� ��������� �������� ������ (TDWI), ����� �������� (Wayne Eckerson), �� ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ � ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ ������������� ���������� BI ï¿½ �������� �������.

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������ � ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½, ��� �������� ������ ���������� ������������ �� ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ Web-����� � ï¿½ ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ ����������, � ï¿½ï¿½ï¿½ �����, �������� ������ �����, ���������� �� ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½. ��������, ����� �������� �� ï¿½ï¿½ï¿½ï¿½ï¿½ ��������� � �������� ��������, ������� �������� ������ �� ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ ��������� ������.

����� ������ ���������. ���� �� ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ � BI ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ � ï¿½ï¿½ï¿½, ��� �������� ���������� ���������� ������������� ������� �� ï¿½ï¿½ï¿½ ���, ���� ���, �������, ��������� ������������ �������������� ����������. �������� ������ BI-������� ���� �� ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ ����� ���� ������� ������, ������� ����� ������������ ����������� ������� ��� ������������ ������. �� ï¿½ï¿½ï¿½ï¿½ï¿½ �������� ���������� �������, ��������� ���������� ������� ������� ���� ����������� � ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ �� ï¿½ï¿½ï¿½ �������� ���������� � ï¿½ï¿½ï¿½ï¿½. ����������, � ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ ������� ����� ���������� ������ �� �������� �������������� �������.

����� ������������ ��� ���� BI, ï¿½ï¿½ï¿½ï¿½ï¿½ ������ �������� ���������, ������� �������� ����� ������� ������ � ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ ������������ ������ ��� ������. ���� �� ï¿½ï¿½ï¿½ ��� �������, �� ï¿½ï¿½ ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ ����� ���������� � ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½. ��������, ��������� ������������ ���������� �����������, ������� ��������� ���� �������� ������ �������� ������ � ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ ������ ������ ��� ������������, � ����� ������������� �������, ������� ����� ���������� ��� ������� �� BI-������� � ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ �� ï¿½ ���������� ��������. ������ ���������� �������� ��������� �������������� ����������, ��������� ������ ��������� ��� ������������� ���� ������� ��� ��������� �������������, �������� �������� ��������� ���������� ������. ����� �������, ��� ������� �������� ����� ������� ��������� «ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½» �� ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½, �������� ���� ��� ������� ������ � ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ ������� �����������.

��������������. ��� ���� ����� ���������� �������� — �������������� BI-����� �� ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½, ��� ������������ ���� ������������, ���� �������������� ������� �� ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ � ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½. �������������� ����� � ���� ��������� ������������� �����, �� ����� �������� � ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ «ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½» ���������. ������ ������������� ������ ���� ������ ������������ � ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ ������������ �������, ���� ��������� �������� ����� �������� ������ ��������.

���� ����������� ����� �������� ��������� ������ ����������� � ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ �������� ������ ��������, �� ï¿½ï¿½ï¿½ ��� ������ BI-������ � BI-������������ �������� �������� ������������ ������. � ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ �� ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ � ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ ��������, ����� �������� «ï¿½ï¿½ï¿½ï¿½ï¿½» ������ � ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ ������ ����������.

�������� ��������� �����������. ���� �� ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ ��������� �������� — ����� ��������� ������������, � ï¿½ï¿½ï¿½ �����, � �������� �����. ��� ���� ����� ������� � ï¿½ï¿½ï¿½, ��� �������� �� ï¿½ï¿½, ï¿½ï¿½ ï¿½ï¿½ï¿½ ������. �� ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ ����������� � ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ ����� ����� ����� ������������� ������� ������������� BI-�������. �������� �������, ��������� ��������, ������������� ������������ �������������� ����������� — ��� ������ ���� ����� �������� � ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½, ������� ����� ���������� �� ï¿½ï¿½ï¿½ï¿½ ����.

��������� ��������� ����� � ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ ����������. ����� ������� � ï¿½ï¿½ï¿½, ��� ���������� ��������� � ����������. ������� ����� ����� ���������� �� ï¿½ï¿½ï¿½ ���, ���� �� ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ ����, ��� ������������ ������������� ������� � ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½. ��������, ������� ������ �������������� ��������, ���� ��������� ���������� ��������� ��������� ��������� ��� ���������� ��������. ������� ���������, � ï¿½ï¿½ï¿½ï¿½ ��� ����� ������� �������� ����. ����� ��������� ���������� ����������. ������� �������� BI, ï¿½ï¿½ï¿½ï¿½ ������ � ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ ��, ï¿½ï¿½ï¿½ ���������� ������. ��� ���� � ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½.

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������� ����������� �������� ���������� ��������������� ������������ ��� ����� �� 2009 ï¿½ï¿½ï¿½. ���������� ����� �������������� ��������� � ������������ �������������, ����� ������� ������, �������� IT-������, �� ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ ������������, ������� ���� BI-����������, � ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½, � ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ ���� �� ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½ï¿½.

����������:

  1. ������� ���������� TDWI �� Business Intelligence. ������ 6 ( TDWI’s Best of Business Intelligence, Vol. 6), ��������� � BI. ï¿½ï¿½ï¿½ ����������� (The Economy and BI. Two perspectives), ����� ������ (Philip Russom), ���� ������� (Wayne Eckerson), 2008 ï¿½.

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