کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
554795 873886 2010 21 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Learning a board Balanced Scorecard to improve corporate performance
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر سیستم های اطلاعاتی
پیش نمایش صفحه اول مقاله
Learning a board Balanced Scorecard to improve corporate performance
چکیده انگلیسی

The objective of this paper is to demonstrate how the boosting approach can be used to define a data-driven board Balanced Scorecard (BSC) with applications to S&P 500 companies. Using Adaboost, we can generate alternating decision trees (ADTs) that explain the relationship between corporate governance variables, and firm performance.We also propose an algorithm to build a representative ADT based on cross-validation experiments. The representative ADT selects the most important indicators for the board BSC. As a final result, we propose a partially automated strategic planning system combining Adaboost with the board BSC for board-level or investment decisions.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Decision Support Systems - Volume 49, Issue 4, November 2010, Pages 365–385
نویسندگان
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