Application of Artificial Neural Networks to Business Problems

Click For Summary
SUMMARY

The discussion centers on the application of Artificial Neural Networks (ANNs) to business problems, highlighting a lack of public information on practical implementations beyond experimental uses. Participants noted that while ANNs have been successfully applied in fields like medical diagnosis and automated systems, there is limited visibility into their use in human resources, sales forecasting, product development, and marketing research. Historical insights suggest that early adopters in business environments became secretive about their applications, indicating potential profitability and competitive advantage.

PREREQUISITES
  • Understanding of Artificial Neural Networks (ANNs)
  • Familiarity with machine learning concepts
  • Knowledge of business applications in human resources and sales
  • Awareness of data analysis techniques for marketing research
NEXT STEPS
  • Research case studies on the application of ANNs in sales forecasting
  • Explore tools for implementing ANNs in human resource management
  • Investigate machine learning techniques for product development optimization
  • Learn about marketing research methodologies utilizing ANNs
USEFUL FOR

Business analysts, data scientists, and professionals in human resources and marketing looking to leverage Artificial Neural Networks for practical business solutions.

estbit
Messages
1
Reaction score
0
Hello everyone!

Searching for applications of artificial neural networks (ANNs) to real world problems, all I found were applications to computer science problems (e.g. face recognition, OCR, automated control of systems and machines etc.) and some very experimental works (e.g., crime forecast, traffic jam forecast etc.), besides some medical developments (e.g. automatic diagnosis).

Is anyone aware of any attempt to apply this technology to common problems of common companies and industries? I mean, is there any ANN-solution to problems in the field of human resources, sales forecast, product development, marketing research, and other things like that?

estbit
 
Last edited:
Technology news on Phys.org
You may not find much public information on this.

A prof a couple of decades ago who attended conferences where neural networks were discussed said roughly "We started noticing new people showing up at meetings, asking questions about how to apply these to business, things like that. Soon there was some excitement, descriptions of how these people were applying this and early results they were seeing. Then it went completely dark and none of them would say what they were doing, who they worked for or even who they were. We assumed that meant they realized there was profit to be made."
 

Similar threads

  • · Replies 6 ·
Replies
6
Views
4K
Replies
1
Views
3K
Replies
10
Views
5K
Replies
4
Views
10K
  • · Replies 3 ·
Replies
3
Views
5K
  • · Replies 1 ·
Replies
1
Views
4K
  • · Replies 1 ·
Replies
1
Views
10K