A comparison of artificial neural network and decision tree for profitability in technology sector

×

Error message

  • User warning: The following theme is missing from the file system: journalijdr. For information about how to fix this, see the documentation page. in _drupal_trigger_error_with_delayed_logging() (line 1138 of /home2/journalijdr/public_html/includes/bootstrap.inc).
  • Deprecated function: implode(): Passing glue string after array is deprecated. Swap the parameters in drupal_get_feeds() (line 394 of /home2/journalijdr/public_html/includes/common.inc).
  • Deprecated function: The each() function is deprecated. This message will be suppressed on further calls in _menu_load_objects() (line 579 of /home2/journalijdr/public_html/includes/menu.inc).

International Journal of Development Research

A comparison of artificial neural network and decision tree for profitability in technology sector

Abstract: 

Profitability is always amain consideration for businesses. Business and academicians have researched in order to determine the factors affecting profitability due to the importance of this issue. In this study, return on assets is modeled and compared with two different methods. Artificial Neural Network and Decision Tree are established with financial Statements of technology sector on BIST (Borsa Istanbul). The two models were evaluated in the study. Their strengths relative to each other were determined.

Download PDF: 
PDF icon 5805.pdf