Add to ORKGIn this research, there are two algorithm of neural network will be used. It is coming from supervised and unsupervised learning algorithm. The Kohonen Self Organizing Map represents the unsupervised and Backpropagation represent the supervised. There will be a comparative study between these two algorithms with restaurant sales forecast as a scope. Some restaurant activities will be the input for the architecture to make a sales forecast. Each of the algorithm will used all the similar value including the learning rate in this research in order to make the comparison
This study shows that neural networks have been advocated as an alternative to traditional statistic...
In today's competitive global economy, businesses must adjust themselves constantly to ever-changing...
In the restaurant business, the amount of bookings and guests on a given day will vary greatly depe...
There are many restaurants that do not have a solid forecast of their daily sales.Often, they neithe...
Today, digitalization is a key factor for businesses to enhance growth and gain advantages and insig...
The most important indicator in business is the amount of sales. The magnitude of the level of sales...
In the competitive world, it is difficult to make a decision where to open a restaurant outlet that ...
Nowadays, people often judge which restaurant is good or bad by looking at the rating of the restaur...
The restaurant business is a volatile market riddled with preconceived notions making it a difficult...
This project is about producing a prototype of forecasting system by using artificial neural method...
Artificial neural networks are now being extensively used in the area of marketing analysis as they ...
The aim of the work presented in this paper is to forecast sales volumes as accurately as possible a...
Data mining and machine learning techniques are becoming more popular in helping companies with deci...
The advancement of Information and Communication Computing Technology (ICCT) and Artificial Intellig...
Food has a fairly high price and the stability of food prices can affect entrepreneurs and the commu...
This study shows that neural networks have been advocated as an alternative to traditional statistic...
In today's competitive global economy, businesses must adjust themselves constantly to ever-changing...
In the restaurant business, the amount of bookings and guests on a given day will vary greatly depe...
There are many restaurants that do not have a solid forecast of their daily sales.Often, they neithe...
Today, digitalization is a key factor for businesses to enhance growth and gain advantages and insig...
The most important indicator in business is the amount of sales. The magnitude of the level of sales...
In the competitive world, it is difficult to make a decision where to open a restaurant outlet that ...
Nowadays, people often judge which restaurant is good or bad by looking at the rating of the restaur...
The restaurant business is a volatile market riddled with preconceived notions making it a difficult...
This project is about producing a prototype of forecasting system by using artificial neural method...
Artificial neural networks are now being extensively used in the area of marketing analysis as they ...
The aim of the work presented in this paper is to forecast sales volumes as accurately as possible a...
Data mining and machine learning techniques are becoming more popular in helping companies with deci...
The advancement of Information and Communication Computing Technology (ICCT) and Artificial Intellig...
Food has a fairly high price and the stability of food prices can affect entrepreneurs and the commu...
This study shows that neural networks have been advocated as an alternative to traditional statistic...
In today's competitive global economy, businesses must adjust themselves constantly to ever-changing...
In the restaurant business, the amount of bookings and guests on a given day will vary greatly depe...