کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
552340 | 873210 | 2010 | 14 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
Setting priorities for data accuracy improvements in satisficing decision-making scenarios: A guiding theory
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کلمات کلیدی
موضوعات مرتبط
مهندسی و علوم پایه
مهندسی کامپیوتر
سیستم های اطلاعاتی
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چکیده انگلیسی
This study introduces a mathematical–statistical theory that illustrates the effect of input errors on the accuracy of dichotomous decisions which are implemented through logical conjunction and disjunction of selected criteria. Decision-making instances in this category are often labeled “satisficing.” Mainly, our theory provides criteria for ranking the effect of errors in different inputs on decision accuracy. This ranking can be used to improve the efficiency and effectiveness of resource allocation decisions in data quality management settings. All other things being equal, inputs in which errors exhibit a higher negative effect on the output would naturally earn higher priority.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Decision Support Systems - Volume 48, Issue 4, March 2010, Pages 507–520
Journal: Decision Support Systems - Volume 48, Issue 4, March 2010, Pages 507–520
نویسندگان
Irit Askira Gelman,