Digital information gathering and analyzing method and apparatus
An apparatus for forecasting preferred selections from a menu of a restaurant comprises a) a face recognition system including at least two cameras, b) a point of sales system (POS) including a portable terminal linked thereto and c) a server for running algorithms comprising steps of: receiving the demographic profiles of the customers; obtaining environmental information including weather information and event information from relevant websites via internet; obtaining the transaction data of the customers from the POS; correlating the inputted orders including types of dishes from the customers with demographic profiles of the customers and the environmental information to accumulate correlated data into database in the server; selecting the preferred selections from the database based on a criterial to narrow down a number of the preferred selections; and transferring the selected preferred selections to the portable terminal via the POS.
1. An apparatus for forecasting preferred selections from a menu of a restaurant, the apparatus comprising:
a) a face recognition system including at least two cameras, wherein a first camera of the two cameras is arranged to capture facial images of customers visiting the restaurant and a second camera of the two cameras is arranged to capture the facial images of the customers leaving the restaurant, wherein the face recognition system is capable of creating demographic profiles of the customers based on the captured facial images of customers, wherein the demographic profiles include estimated age, gender and ethnicity of the customers;
b) a point of sales system (POS) including a portable terminal linked thereto for inputting orders from the customers, and for displaying transaction data including the preferred selections from the menu, wherein inputted orders are transmitted to the POS from the portable terminal;
c) a server for running algorithms comprising steps of:
receiving the demographic profiles of the customers from the face recognition system;
obtaining environmental information including weather information and event information from relevant websites via internet;
obtaining the transaction data of the customers from the POS;
correlating uncorrelated data including the inputted orders including types of dishes from the customers within a predetermined time period, demographic profiles of the customers staying at the restaurant within the predetermined time period and the environmental information including weather information and event information with each other to generated correlated data thereof to accumulate the correlated data into database in the server;
selecting the preferred selections from the database based on a criterial to narrow down a number of the preferred selections; and
transferring the selected preferred selections to the portable terminal via the POS.
2. The apparatus for forecasting preferred selections from a menu of claim 1 , the apparatus further comprising:
a sensor system which is capable of measuring temperature inside the restaurant or capturing sound signals inside the restaurant;
wherein the algorithms further comprise steps of;
analyzing the sound signals;
setting the criterial at a higher level to narrow down a number of the preferred selections from the database by adding a profile from demographic profiles of the customers or any information of the environmental information, or any combination thereof when the number of preferred selections from the database is more than a predetermined number.
3. The apparatus for forecasting preferred selections from a menu of claim 1 ,
wherein the environmental information further includes traffic information in a vicinity of the restaurant.
4. The apparatus for forecasting preferred selections from a menu of claim 1 ,
wherein the weather information includes temperature data.
5. The apparatus for forecasting preferred selections from a menu of claim 1 ,
wherein the weather information includes humidity data.
6. An apparatus for forecasting preferred selections from a menu of a restaurant, the apparatus comprising:
a) a face recognition system including at least two cameras, wherein a first camera of the two cameras is arranged to capture facial images of customers visiting the restaurant and a second camera of the two cameras is arranged to capture the facial image of the customers leaving the restaurant, wherein the face recognition system is capable of creating demographic profiles of the customers based on the captured facial images of customers, wherein the demographic profiles include estimated age, gender and ethnicity of the customers;
b) a sensor system which is capable of measuring temperature inside the restaurant or capturing sound signals inside the restaurant;
c) a point of sales system (POS) including a portable terminal linked thereto for inputting orders from the customers, and for displaying transaction data including the preferred selections from the menu, wherein inputted orders are transmitted to the POS from the portable terminal;
d) a server for running algorithms comprising steps of:
receiving the demographic profiles of the customers from the face recognition system;
obtaining environmental information including weather information and event information from relevant websites via internet;
obtaining the transaction data of the customers from the POS;
analyzing the captured sound signals inside the restaurant;
correlating uncorrelated data including the inputted orders including types of dishes from the customers within a predetermined time period, the analyzed sound signals, demographic profiles of the customers staying at the restaurant within the predetermined time period and the environmental information including weather information and event information with each other to generate correlated data thereof to accumulate the correlated data into database in the server;
selecting the preferred selections from the database based on a criterial to narrow down a number of the preferred selections; and
transmitting the selected preferred selections onto SNS (Social Network Service).
7. The apparatus for forecasting preferred selections from a menu of claim 6 , wherein the algorithms further comprise steps of;
setting the criterial at a higher level to obtain the preferred selections from the database by adding an item out of the estimated age, gender and ethnicity out of the demographic profiles of the customers and the weather information and the event information out of the environmental information when a number of preferred selections from the database is more than the predetermined number to narrow down the number of the preferred selections from the database.
8. The apparatus for forecasting preferred selections from a menu of claim 6 ,
wherein the environmental information further includes traffic information in a vicinity of the restaurant.
9. The apparatus for forecasting preferred selections from a menu of claim 6 ,
wherein the weather information includes temperature data.
10. The apparatus for forecasting preferred selections from a menu of claim 6 ,
wherein the weather information includes humidity data.
11. An apparatus for forecasting preferred selections from a menu of a restaurant, the apparatus comprising:
a) a face recognition system including at least two cameras, wherein a first camera of the two cameras is arranged to capture facial images of customers visiting the restaurant and a second camera of the two cameras is arranged to capture the facial image of the customers leaving the restaurant, wherein the face recognition system is capable of creating demographic profiles of the customers based on the captured facial images of customers, wherein the demographic profiles include estimated age, gender and ethnicity of the customers;
b) a sensor system which is capable of measuring temperature inside the restaurant and capturing sound signals inside the restaurant;
c) a point of sales system (POS) including a portable terminal linked thereto for inputting orders from the customers, and for displaying transaction data including the preferred selections from the menu, wherein inputted orders are transmitted to the POS from the portable terminal;
d) a server for running algorithms comprising steps of:
receiving the demographic profiles of the customers from the face recognition system;
obtaining environmental information including weather information and event information from relevant websites via internet;
obtaining the transaction data of the customers from the POS;
obtaining satisfaction level of the customers by analyzing the sound signals;
analyzing the captured sound signals inside the restaurant;
correlating uncorrelated data including the inputted orders including types of dishes from the customers within a predetermined time period, the analyzed sound signals, demographic profiles of the customers staying at the restaurant within the predetermined time period and the environmental information including weather information and event information with each other to generate correlated data to accumulate the correlated data into database in the server;
selecting the preferred selections from the database based on a criterial to narrow down a number of the preferred selections; and
displaying the selected preferred selections onto a digital signage installed in the restaurant or outside the restaurant.
12. The apparatus for forecasting preferred selections from a menu of claim 11 , wherein the algorithms further comprise steps of;
setting the criterial at a higher level to obtain the preferred selections from the database by adding an item out of the estimated age, gender and ethnicity out of the demographic profiles of the customers and the weather information and the event information out of the environmental information when a number of preferred selections from the database is more than the predetermined number to narrow down the number of the preferred selections from the database.
13. The apparatus for forecasting preferred selections from a menu of claim 11 ,
wherein the environmental information further includes traffic information in the vicinity of the restaurant.
14. The apparatus for forecasting preferred selections from a menu of claim 11 ,
wherein the weather information includes temperature data.
15. The apparatus for forecasting preferred selections from a menu of claim 11 ,
wherein the weather information includes humidity data.
16. The apparatus for forecasting preferred selections from a menu of claim 2 wherein the sound signals include words spoken by the customers inside the restaurant.
17. The apparatus for forecasting preferred selections from a menu of claim 6 , wherein the sound signals include words spoken by the customers inside the restaurant.
18. The apparatus for forecasting preferred selections from a menu of claim 11 , wherein the sound signals include words spoken by the customers inside the restaurant.