TWI651668B - Method and apparatus of generating commodity sales location based on consumer transaction record and computer readable storage medium - Google Patents

Abstract

The invention discloses a method for generating a merchandise exhibition location based on a consumer transaction record, which is applied to a merchandise exhibition location table of a shopping mall having a plurality of exhibition area locations. The merchandise exhibition location table stores a plurality of merchandise, the locations of the merchandising regions, and the number of occurrences of the merchandise in the locations of the merchandising regions. The method includes the steps of: recording a location of each of the sales areas of a consumer in the mall; receiving a consumer transaction information of the consumer, wherein the consumer transaction information includes at least one of the merchandise; The merchandise exhibition location table accumulates the number of occurrences of each of the exhibition area occupied by the consumer, and displays the position of the merchandise area with the most occurrence of the merchandise in the merchandise exhibition position table as the merchandise exhibition of the merchandise. Location for sale.

Description

 Method for producing merchandise exhibition location based on consumer transaction record, merchandise exhibition location generating device and computer readable storage medium  

The invention relates to indoor positioning technology, in particular to a method for producing a merchandise exhibition location based on a consumer transaction record, a merchandise exhibition location generating device and a computer readable storage medium.

With the advancement of mobile communication devices and the advancement of location technology, some mass merchandisers have begun to provide applications (APP) to consumers to query their shopping malls through smart phones, while smart phones can also detect geomagnetic or Wi -Fi and low-power Bluetooth transmitter (Beacon) signal strength changes for indoor positioning.

However, the current shopping mall floor plan provided in the app store's application can only be displayed in a simple partition according to the category of the merchandise sold, and it is still impossible for the consumer to directly use the product name or keyword to search for the position of the product to be purchased. Practicality is not high.

Furthermore, the current application of the retail store uses manual information such as the exhibition area of different product categories. Once the position of the product is frequently changed or adjusted, the staff of the store must manually update each time. Information such as the sales area of the product category is very time consuming and inefficient.

In view of the above, the present invention provides a method for generating a merchandise exhibition location based on a consumer transaction record, a merchandise exhibition location generating device, and a computer readable storage medium, which can effectively solve the problem that the prior art encounters cannot directly use the commodity by the consumer. Names or keywords to search for the location of the product display, information on the sales area of different product categories, etc. must be manually updated and other issues.

According to an embodiment of the present invention, a method for generating a merchandise exhibition location based on a consumer transaction record is provided. In this embodiment, the merchandise sales location generating method based on the consumer transaction record is applied to a merchandise sales location table of a shopping mall having a plurality of merchandising area locations. The merchandise exhibition location table stores a plurality of merchandise, the locations of the merchandising regions, and the number of occurrences of the merchandise in the locations of the merchandising regions. The method for generating a merchandise exhibition location based on the consumer transaction record comprises the steps of: recording a location of each of the merchandising regions that the consumer stays in the mall; receiving a consumer transaction information of the consumer, wherein the consumer transaction information includes at least one of the a product; the position of each of the exhibition areas where the consumer stays is accumulated for the product in the position list of the product; the position of the exhibition area where the number of occurrences of the item is the most is recorded in the item display position table as The merchandise exhibition location of the product.

In an embodiment, in the step of recording, in the merchandise sales location table, the merchandise selling position of the merchandise in the merchandise sales location table having the most occurrences of the merchandise, the position of the most prominent merchandising region is at least In two cases, the merchandise exhibition location generating method includes: assigning weights corresponding to the positions of the at least two merchandising regions according to the time points at which the positions of the at least two merchandising regions occur, respectively, from the at least two The position of the merchandise exhibition of the merchandise is determined in the position of the exhibition area and recorded in the merchandise sales location table.

In an embodiment, the step of recording the location of each of the sales areas of the consumer in the shopping mall includes: determining whether the consumer faces the location of the exhibition area; and if so, determining whether the consumer stays longer than a preset Time; and if so, record the consumer staying in the mall at the location of the exhibition area.

In one embodiment, the merchandise market location generating method further includes the step of generating a list based on each of the consumer's consumer transaction information and each of the consumer's location of the merchandise area.

Another embodiment of the present invention is a computer readable storage medium. In this embodiment, the computer readable storage medium stores an application for an electronic device to read the application and execute the foregoing merchandise display location generating method according to the application.

According to another embodiment of the present invention, a merchandise exhibition location generating apparatus based on a consumer transaction record. In this embodiment, the merchandise sales location generating device based on the consumer transaction record is applied to a merchandise sales location table of a shopping mall having a plurality of merchandising area locations. The merchandise exhibition location table stores a plurality of merchandise, the locations of the merchandising regions, and the number of occurrences of the merchandise in the locations of the merchandising regions. The product exhibition location generating device comprises a recording module, a receiving module and an operation module. The recording module is used to record the location of each of the exhibition areas where a consumer stays in the mall. The receiving module is configured to receive a consumer transaction information of the consumer, wherein the consumer transaction information includes at least one item. The computing module is coupled to the recording module and the receiving module, and is configured to accumulate the number of occurrences of each of the sales exhibition areas where the consumer stays for the merchandise on the merchandise sales location table, and the occurrence of the merchandise The position of the most frequently displayed sales area is recorded in the product sales location table as the product sales location of the product.

The method and device for generating a merchandise exhibition position based on the consumer transaction record of the present invention can automatically determine the actual sale and sale of each product in the shopping mall according to the consumption transaction information of all consumers and the number of times that each product stays in the position of the exhibition area. position. Therefore, when the position of the merchandise exhibition in the shopping mall needs to be adjusted, the staff of the mall does not need to manually update the information of the exhibition area of each commodity, thereby saving manpower and time and improving the overall work efficiency.

The advantages and spirit of the present invention will be further understood from the following detailed description of the invention.

S10~S20‧‧‧Steps

M‧‧‧Shopping Floor Plan

R1~R9‧‧‧ Exhibition area

E1~E2‧‧‧Elevator

P‧‧‧ Consumers

N‧‧‧ moving direction

R11~R13, R21~R23, R31~R33, R41~R43, R51~R53, R61~R63, R71~R76, R81~R86, R91~R93‧‧‧ Exhibition area location

6‧‧‧Product display location generating device

60‧‧‧recording module

62‧‧‧ receiving module

64‧‧‧ Computing Module

640‧‧‧List generation unit

642‧‧‧Statistics unit

644‧‧‧judging unit

1 is a flow chart showing a method for generating a merchandise exhibition location based on a consumer transaction record according to an embodiment of the present invention.

FIG. 2 is a diagram showing an embodiment of a shopping mall floor plan M.

FIG. 3 illustrates an embodiment in which the shopping mall floor plan M includes the consumer P and its moving direction N.

FIG. 4 illustrates an embodiment in which the consumer P stays in the mall area R7 in the mall.

Figure 5 is an illustration of one embodiment of the position of the merchandising area where the consumer has stayed by slashing.

Figure 6 is a functional block diagram of a merchandise exhibition location generating device based on a consumer transaction record in accordance with another embodiment of the present invention.

According to an embodiment of the present invention, a method for generating a merchandise exhibition location based on a consumer transaction record is provided. In this embodiment, the method is applicable to a merchandise sales location list of a mall having a plurality of merchandising area locations, and the merchandise merchandising location table can store a plurality of merchandise, the merchandising zone locations, and the merchandise Information such as the number of occurrences of these locations in the exhibition area, but not limited to this. The contents of the product sales location table will be described later. The method can determine the actual exhibition position of each product in the shopping mall according to the consumption transaction information of all the consumers in the shopping mall and the number of the sales area positions corresponding to the consumers of each commodity, thereby providing the consumer with direct use of the product name. Or the function of searching for the location of the product by the keyword, and also saving the time for the staff of the mall to manually update the information of the exhibition area of each product.

Please refer to FIG. 1. FIG. 1 is a flow chart showing a method for generating a merchandise exhibition location based on a consumer transaction record in this embodiment.

As shown in FIG. 1, first, the method performs step S10 to obtain a merchandise exhibition location of a mall. For example, as shown in FIG. 2, the shopping mall floor plan M, the location of the exhibition area in the shopping mall may be the exhibition area R1~R9, and the shopping mall floor plan M may further include elevators E1~E2. Next, the method performs step S12 to record each of the sales area locations that a consumer (eg, consumer P) has in the mall.

It should be noted that since the smart phone can perform indoor positioning by detecting the strong or weak changes of signals such as geomagnetism or Wi-Fi and low-power Bluetooth transmitter (Beacon), the smart phone carried by the consumer P can be According to the change of the strength of the above signal, the position of the consumer P is judged, and the pedometer can be used to know whether the consumer P walks or not, and the orientation device (such as an electronic compass) is used to judge the direction of the consumer P and the matching direction. A timer is used to determine the consumer's stay time.

For example, as shown in FIG. 3, the smart phone carried by the consumer P judges that the position of the consumer P is in the exhibition area R4 and R7 in the shopping mall according to the change of the strength of the geomagnetic or Wi-Fi and Beacon signals. On the walkway, and with the pedometer and the electronic compass, the consumer P is moved toward the moving direction N.

When the consumer P walks in front of the exhibition area R7 in the moving direction N, if the geomagnetic or Wi-Fi and Beacon signals detected by the smart phone carried by the consumer P are not within a certain period of time (for example, 3 seconds) The change has occurred, and the number of steps taken by the consumer P counted by the staging device has not increased during this period of time, which means that the consumer P stays in front of the exhibition area R7 during this period. At this time, the smart phone carried by the consumer P can judge whether the consumer P is still moving toward the moving direction N or turning toward the exhibition area R7 according to the positioning result of the electronic compass.

If the consumer P stays in front of the exhibition area R7 but still faces the moving direction N, it means that the consumer P is likely not to watch and take the goods displayed in the exhibition area R7, so the method does not record that the consumer P stays in the exhibition area. R7; If the consumer P stays in front of the exhibition area R7 and turns from the original moving direction N toward the exhibition area R7, the representative consumer P is likely to watch and take the goods displayed in the exhibition area R7, so the method will record Consumer P stays in the exhibition area R7 (eg, marked with a slash in Figure 4).

It should be noted that the method can determine that the consumer P stops according to the state in which the geomagnetic or Wi-Fi and Beacon signals of the corresponding consumer P have not changed and the number of walking steps of the consumer P has not increased, and according to the continuation of the state The time determines the stay time of the consumer P. In addition, in order to avoid the occurrence of misjudgment, the method may also determine that the consumer P stops after the duration of the state is longer than a predetermined time (for example, 3 seconds), but is not limited thereto. In practical applications, the method can also record the path of the consumer P walking in the store and the order of staying in each exhibition area, but not limited thereto.

In an embodiment, as shown in FIG. 5, it is assumed that each of the exhibition areas R1 to R9 includes respective display area positions R11 to R13, R21 to R23, R31 to R33, R41 to R43, R51 to R53, and R61. R63, R71~R76, R81~R86 and R91~R93, if the consumer P has stayed in the exhibition area, including R23, R31, R61, R73, R75 and R85, on behalf of the consumer P has stopped to watch the exhibition area The goods are displayed at positions R23, R31, R61, R73, R75 and R85, so the method will record that the consumer P stays at the position of the exhibition area R23, R31, R61, R73, R75 and R85 (for example, marked with a slash in Fig. 5) ).

It should be noted that after the method S12 is performed, only the location of the sales area where the consumer P has stayed in the mall can be known, but it is still not known whether the consumer P actually purchases the exhibition areas. The goods displayed in the location.

Therefore, the method further performs step S14 to receive a consumer transaction information of the consumer P, wherein the consumer transaction information includes at least one of the commodities. For example, when the consumer P walks through the mall and conducts checkout, the checkout system of the store will record a list of all the products purchased by the consumer P (such as Table 1), and the method can be obtained from the mall. Receive a list of this item in the checkout system.

Next, the method may execute step S16 to generate a list based on the consumer transaction information of the consumer P and the position of the sales area where the consumer P stays. For example, since the method performs step S12, it is known that the location of the sales area where the consumer P has stayed in this shopping is R23, R31, R61, R73, R75, and R85, and the method performs the step S14 and the consumer P is also known. All the products purchased this time are product A, product B, product C, product D, product E, and product F. Therefore, the method can execute step S16 to generate a list (such as Table 2) according to the position of the sales area where the consumer P has stayed for the purchase and all the items purchased by the consumer P.

It should be noted that although the purchased products in Table 2 are arranged according to the product name and the positions of the exhibition areas that are staying are arranged in the order of staying, other sorting methods may be used, and are not limited thereto.

Then, the method will execute step S18 to accumulate the number of occurrences of each of the exhibition area positions that the consumer P stays for a product in the merchandise sales location table. That is to say, for a certain item purchased by the consumer P (for example, the product A), search for the shopping information of all the consumers who have purchased the same product, and analyze and analyze which of the shopping information positions. The most occurrences.

For example, if the product A in the shopping information (Table 2) of the consumer P is first searched for the shopping information of all the consumers who have also purchased the product A, the shopping information of the consumer W is included (Table 3). Shopping information of Consumer Q (Table 4) and shopping information of Consumer Y (Table 5). According to the shopping information of Consumer P (Table 2), the shopping information of Consumer W (Table 3), the shopping information of Consumer Q (Table 4) and the shopping information of Consumer Y (Table 5), the location of each exhibition area is calculated. After the number of occurrences, the statistical result corresponding to the commodity A in the merchandise exhibition position table of Table 6 can be obtained. Then, and so on, the statistical results corresponding to the commodity B to the commodity F in the merchandise exhibition location table of Table 6 can be obtained separately.

Obviously, it can be seen from Table 6: the shopping information of the sales area R61 in the consumer P (Table 2), the shopping information of the consumer W (Table 3), the shopping information of the consumer Q (Table 4) and the consumer The shopping information of Y (Table 5) appears to be the most in total 4 times, so the method executes step S20, and the merchandise exhibition position of the merchandise A is recorded in the merchandise sales location table in the merchandise sales location list R61 with the most frequently appearing merchandise A. . Then, by the same method, the method can separately analyze and count the merchandise exhibition positions of other products B~F, that is, the merchandise exhibition positions of the products B to F are R31, R73, R75, R85 and R23, respectively. Further records can be found in Table 7.

It should be noted that, if there are two (or more) positions in the statistical display results of the number of occurrences of the position of the exhibition area shown in Table 6, the method can further compare the two (or more) exhibition areas. The time point at which the position occurs, and the weight corresponding to the location of the two (or more) sales areas is respectively given according to the time point at which the two (or more) sales area positions appear, such as for the occurrence time point The closer the position of the exhibition area is, the higher the weight is given, whereby the position of the product display of the item is determined from the position of the two (or more) exhibition areas and recorded in the item display position table.

All the commodities in the above embodiments are in conformity with the case where the consumer P stays and faces the position of the exhibition area and takes the goods and settles the accounts. However, in fact, it may happen that the consumer P does not stay or does not face the position of the exhibition area, that is, the goods are taken and settled, or the consumer P has stayed and faces the exhibition area but has not taken the goods or has not settled. In the case of the account, the method for producing a merchandise exhibition position based on the consumer transaction record of the present invention can be applied. Therefore, the case of the above two exceptions will be explained below through different embodiments.

The method sequentially executes steps S12 to S16, and generates a table 8 according to the position of the sales area where the consumer Z has stayed in the shopping and the goods purchased by the consumer Z. Next, the method performs step S18, first searching for the shopping information of all the consumers who have also purchased the product A for the product A in the shopping information of the consumer Z (Table 8), and includes the shopping information of the consumer P ( Table 2), consumer W's shopping information (Table 3), consumer Q's shopping information (Table 4) and consumer Y's shopping information (Table 5). According to Consumer Z's shopping information (Table 8), Consumer P's shopping information (Table 2), Consumer W's shopping information (Table 3), Consumer Q's shopping information (Table 4) and Consumer Y's shopping After the information (Table 5) is analyzed and statistic, the statistical results corresponding to the commodity A in the product sales location table as shown in Table 9 can be obtained. Then, and so on, the statistical results corresponding to the commodity B to the commodity F in the merchandise exhibition position table of Table 9 can also be obtained separately.

It should be noted that although the consumer Z has purchased the product A and the consumer Z does not stay or faces the exhibition area location R61, according to Table 9, it can be known that the shopping information of all the consumers who have purchased the product A is obtained. The location of the most frequently displayed sales area is the location of the exhibition area R61, which means that the consumer Z should take the goods and checkout if they are not staying or not facing the sales area. Therefore, the method proceeds to step S20, and the merchandise exhibition position of the merchandise A is recorded in the merchandise exhibition position table in the merchandise sales position table with the most frequent occurrence of the merchandise A. Then, by the same method, the method can separately analyze and analyze the exhibition position where the other products B~F in the shopping information of the consumer Z (Table 8) are located, that is, the product exhibition position where the product B~ the product F is located. They are R31, R73, R75, R85 and R23.

Since the exhibition location where the commodity A is currently known is the exhibition area location R61, it is assumed that, as shown in Table 10, in the shopping information of another consumer T, the exhibition area of the consumer T has stayed in the exhibition area. Position R61, but the item T purchased by the consumer T does not contain the item A, which means that the consumer T has stayed and faces the exhibition area R61 but did not take the item A to checkout. In the method for producing a merchandise exhibition location of the present invention, since the merchandise A is not included in the merchandise list purchased by the consumer T, when the method proceeds to step S18, the merchandise A is first searched for the merchandise A that has been purchased the same. All consumers' shopping information will not be searched for consumer T's shopping information (Table 10), so it will not be included in the statistics.

Another embodiment of the present invention is a computer readable storage medium. In this embodiment, the computer readable storage medium stores an application for reading an application on an electronic device (for example, a smart phone, but not limited thereto) and executes the foregoing embodiment according to the application. The method of producing a merchandise exhibition location. For the detailed implementation, please refer to the foregoing embodiment, and no further details are provided herein.

According to another embodiment of the present invention, a merchandise exhibition location generating apparatus based on a consumer transaction record. In this embodiment, the merchandise exhibition location generating device can be applied to a merchandise sales location table of a shopping mall having a plurality of exhibition area locations, and the merchandise sales location table can store a plurality of merchandise, and the merchandise exhibits The location of the sale and the number of occurrences of the items in the locations of the exhibition areas. The merchandise exhibition location generating device can automatically generate an exhibition position corresponding to different commodities in the shopping mall according to different consumer transaction records in the shopping mall, thereby eliminating the time for the staff to manually update the merchandise exhibition area information, and It allows consumers to search for product locations through the store's app, which greatly enhances the convenience of consumers when shopping in the mall.

Please refer to FIG. 6. FIG. 6 is a functional block diagram of a merchandise exhibition location generating apparatus based on a consumer transaction record in this embodiment. As shown in FIG. 6, the merchandise sales location generating device 6 based on the consumer transaction record includes a recording module 60, a receiving module 62, and a computing module 64. The recording module 60 and the receiving module 62 are respectively coupled to the computing module 64.

In this embodiment, the recording module 60 is configured to record the location of each of the sales areas of a consumer in the mall. The receiving module 62 is configured to receive a consumer transaction information of the consumer, wherein the consumer transaction information includes at least one item.

In practical applications, the recording module 60 can determine the position of the consumer by detecting changes in the strength of the signal such as geomagnetic or Wi-Fi and low-power Bluetooth transmitter (Beacon), and can be matched with the pedometer (Fig. Not shown) to know whether the consumer walks, with an orientation device (such as an electronic compass, not shown) to determine the direction of the consumer's direction and a timer (not shown) to determine the consumer's stay time, but not This is limited to this. The receiving module 62 can receive the consumer transaction information of each consumer from the checkout system of the mall, but is not limited thereto.

In detail, when the first consumer stays in front of the first exhibition area, the recording module 60 first determines whether the first consumer faces the first sales area. If the recording module 60 determines that the first consumer faces the first sales area, the recording module 60 can record the first consumer on behalf of the first consumer, who is likely to view and take the merchandise displayed in the first merchandising area. Stay in the first exhibition area.

In addition, in order to avoid the occurrence of misjudgment, when the recording module 60 determines that the first consumer faces the first exhibition area, the recording module 60 may further determine whether the first consumer stays for more than a preset time (for example, 3 seconds). ). If the recording module 60 determines that the first consumer stays longer than the preset time, the recording module 60 records that the first consumer stays in the first exhibition area.

The computing module 64 is configured to accumulate, for the product, the number of occurrences of each of the sales area positions that the consumer stays in the merchandise sales location table, and the position of the sales area where the appearance of the product is the most The merchandise exhibition location table is recorded as the merchandise exhibition location of the merchandise.

The operation module 64 can include a list generation unit 640, a statistics unit 642, and a determination unit 644. The list generating unit 640 is configured to generate a list based on the consumption transaction information of each of the consumers and the location of the sales area where each of the consumers stays; the statistical unit 642 is configured to display the position list for the product. The position of each of the exhibition areas where the consumer stays is accumulated by the number of occurrences; the determining unit 644 is configured to record the position of the exhibition area where the number of occurrences of the item is the most according to the statistical result of the statistical unit 642 in the item display position table. The location for the sale of the product.

It should be noted that, when the number of occurrences of the at least two exhibition area positions is juxtaposed the most, the judging unit 644 further compares the time points at which the at least two exhibition area positions appear, and according to the time point at which the at least two exhibition area positions appear. Giving a weight corresponding to the position of the at least two exhibition areas respectively from the current time point, for example, the higher the weight of the exhibition area closer to the occurrence time point, thereby determining the goods of the goods from the position of the at least two exhibition areas The location of the exhibition is recorded in the product sales location table.

Compared with the prior art, the method and apparatus for producing a merchandise exhibition position based on the consumer transaction record according to the present invention have the following advantages and effects:

(1) When the position of the exhibition of each item in the mall changes, the present invention can automatically judge each item in the mall according to the consumption transaction information of all consumers and the number of times of the position of the exhibition area corresponding to the consumer of each item. The actual exhibition location, so that the staff of the mall can manually update the time of the exhibition area information of each product to improve the overall work efficiency;

(2) In addition to displaying the shopping mall floor plan and displaying the location of the consumer in the shopping mall according to the category of the merchandise for sale, the present invention can also allow the consumer to operate the application in the smart phone to directly use the product name or keyword. Searching for the location of the item that you want to buy makes it easier for consumers to shop at the store.

The features and spirits of the present invention are intended to be more apparent from the detailed description of the preferred embodiments. On the contrary, the intention is to cover various modifications and equivalents within the scope of the invention as claimed. The features and spirit of the present invention are intended to be more apparent from the detailed description of the preferred embodiments. On the contrary, the intention is to cover various modifications and equivalents within the scope of the invention as claimed.

Claims (10)

    A merchandise exhibition location generating method based on a consumer transaction record, which is applied to a merchandise exhibition location table of a shopping mall having a plurality of exhibition area locations, where a plurality of merchandise, a plurality of merchandise location locations, and the merchandise are stored The number of occurrences of the location of the exhibition area includes the following steps: recording a location of each of the sales areas of the consumer in the mall; receiving a consumer transaction information of the consumer, wherein the consumer transaction information includes at least one of the goods And arranging, for the product, the position of each of the exhibition areas where the consumer stays for the product in the position list of the product; and displaying the position of the exhibition area with the most occurrence of the item in the item display position table Recorded as the merchandise display location of the item.         The method for producing a merchandise exhibition position according to the first aspect of the invention, wherein the position of the merchandise area having the most occurrence of the merchandise is recorded in the merchandise exhibition position table as the merchandise exhibition position of the merchandise; In the step, when the position of the most frequently displayed sales area is at least two, the method for generating the merchandise selling position includes: giving the at least two according to the time point at which the position of the at least two exhibition areas occurs from the current time point The weights corresponding to the positions of the exhibition areas are determined by the position of the at least two exhibition areas from the position of the at least two exhibition areas and recorded in the item display position table.         The method for generating a merchandise exhibition location according to claim 1, wherein the step of recording the location of each of the merchandising regions that the consumer stays in the mall comprises: determining whether the consumer faces the location of the merchandising region; If so, it is determined whether the consumer stays for more than a predetermined time; and if so, the consumer is recorded to remain in the mall area in the mall.         The method for generating a merchandise exhibition position according to claim 1, further comprising: generating a list based on the consumer transaction information of each of the consumers and the location of the exhibition area where each of the consumers stays.         A computer readable storage medium storing an application for an electronic device to read the application and execute a method for generating a merchandise exhibition location according to the first to fourth aspects of the patent application according to the application program .         A merchandise exhibition location generating device based on a consumer transaction record, which is applied to a merchandise exhibition location table of a shopping mall having a plurality of exhibition area locations, wherein the merchandise sales location table stores a plurality of merchandise, the location of the merchandising regions, and The number of occurrences of the items in the locations of the exhibition areas includes: a recording module for recording a location of each of the sales areas of the consumer in the mall; and a receiving module for receiving the consumption a consumer transaction information, wherein the consumer transaction information includes at least one of the merchandise; and an operation module coupled to the recording module and the receiving module for displaying the merchandise on the merchandise display location table Each of the positions of the exhibition area where the consumer stays accumulates a number of occurrences, and the position of the exhibition area where the number of occurrences of the item is the most is recorded in the item display position table as the item sale position of the item.         The merchandise exhibition position generating device according to claim 6, wherein when the position of the most frequently displayed exhibition area is at least two, the time point distance of the operation module according to the position of the at least two exhibition areas The current time point is respectively given a weight corresponding to the position of the at least two exhibition areas, whereby the product selling position of the product is determined from the at least two exhibition area positions and recorded in the product selling position table.         The merchandise exhibition position generating device of claim 6, wherein the recording module determines the consumption when the recording module records the location of each of the sales areas of the consumer in the shopping mall. Whether the location is facing the location of the exhibition area, and if so, the recording module determines whether the consumer stays for more than a predetermined time, and when the consumer stays longer than the preset time, the recording module records the consumer at the mall Stay within the location of the exhibition area.         The merchandise exhibition location generating device according to claim 6, wherein the computing module comprises: a statistical unit, wherein each of the consumers stays at the merchandise sales location table for the merchandise The position of the exhibition area is accumulated as a number of occurrences; and a judging unit is coupled to the statistical unit for displaying the merchandise area with the most occurrence of the item in the merchandise sales position table as the item for sale position.         The merchandise exhibition location generating device according to claim 6, wherein the computing module comprises: a list generating unit, configured to hold the consumer transaction information and each of the consumers based on each of the consumers The location of the exhibition area produces a list.