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دسته بندی:
مدیریت دانش - knowledge management
سال انتشار:
2018
عنوان انگلیسی مقاله:
A framework for evaluating the analytic maturity of an organization
ترجمه فارسی عنوان مقاله:
چارچوبی برای ارزیابی بلوغ تحلیلی از یک سازمان
منبع:
Sciencedirect - Elsevier - International Journal of Information Management, 38 (2018) 45-51. doi:10.1016/j.ijinfomgt.2017.08.005
نویسنده:
Robert L. Grossmana,b,⁎
چکیده انگلیسی:
We introduce a framework called the Analytic Processes Maturity Model (APMM) for evaluating the analytic
maturity of an organization. The APMM identifies analytic-related processes in six key process areas: i) building
analytic models; ii) deploying analytic models; iii) managing and operating analytic infrastructure; iv) protecting
analytic assets through appropriate policies and procedures; v) operating an analytic governance structure; and
vi) identifying analytic opportunities, making decisions, and allocating resources based upon an analytic
strategy. Based upon the maturity of these processes, the APMM divides organizations into five maturity levels:
1) organizations that can build reports; 2) organizations that can build and deploy models; 3) organizations that
have repeatable processes for building and deploying analytics; 4) organizations that have consistent enterprise
wide processes for analytics; and 5) enterprises whose analytics is strategy driven. The APMM is broadly based
upon the Capability Maturity Model that is the basis for measuring the maturity of processes for developing
software.
Keywords: Analytic maturity ، Deploying analytic models ، Analytic operations ، Analytic governance ، Analytic infrastructure
قیمت: رایگان
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