What is an adaptive model?
Adaptive model is a way to display data that can evolve with changing contexts provided during the modeling process. These models are used to predict results in the real world, where factors are determined by a change in production and consumption, which affects the marketability of products and services. For this purpose, data analysts in a number of business environments are created and used.
Usually an adaptive model is created using a specially designed software. Using this software, data analysts enter information about the product and/or the service that their company deals with. They will then provide information about factors that determine the productivity of the company. This is called the modeling process.
The information used in the adaptive model is likely to include a range of sources needed to produce the product and their related costs. Expected demand of the intended consumer audience, information about distribution and other facthat is changing over time. The analyzed time frame is also important. If the time frame is too wide, the information may be less accurate.
After entering unprocessed information into the adaptive model, the second encoding phase begins. In this process, the software interprets changing information and creates a sequence that is readable to the analyst. The analyst can then look at the sequence that is created, to predict the future of the product or service provided by the company and report these predictions of management and other employees.
While the adaptive model is most commonly used to predict changes in the economics of the business environment, it is in an area where other uses are important in fields where they are important to predict and understand changes. Network security is an example of such a field. As cyber attacks on network infrastructure of enterprises evolves in complexity and frequency,The adaptive model can be used to determine the probability of attack and hopefully point to the weaknesses in the company system before the security is threatened by the attacker. The adaptive model can be used to explore the Internet traffic to which the company deals with, and finding suspicious looking information transfers so that the network security personnel can be explored.