CN109697582B

CN109697582B - Data processing method, device and system

Info

Publication number: CN109697582B
Application number: CN201710993599.7A
Authority: CN
Inventors: 任万喜; 曹海涛
Original assignee: Alibaba Group Holding Ltd
Current assignee: Alibaba Group Holding Ltd
Priority date: 2017-10-23
Filing date: 2017-10-23
Publication date: 2023-08-22
Anticipated expiration: 2037-10-23
Also published as: CN109697582A

Abstract

The application provides a data processing method, a device and a system, wherein the method comprises the following steps: receiving a plurality of state information sent by a plurality of state acquisition devices; the state information comprises state parameters of the object collected by the state collection device and device identifiers of the state collection device; if the state parameters in the state information accord with the attention judging basis, updating the attention quantity corresponding to the object identifier bound by the device identifier in the state information; a hint instruction to adjust the number of items in the storage area is determined based on the number of interests of the plurality of item identifications. The application can automatically judge whether to adjust the stock, and has higher accuracy.

Description

Data processing method, device and system

Technical Field

The present application relates to the field of internet technologies, and in particular, to a data processing method, device, and system.

Background

In the field of sales, a first type of user (seller) typically places items (merchandise to be sold) on a carrier such as a store, a display rack, or the like, so that a second type of user (buyer) focuses on the items on the carrier.

Currently, the first type of users typically rely on human subjectivity to determine whether and how to adjust the inventory of a warehouse in order to guide the actual operation.

However, the accuracy is low by judging whether to adjust the stock and how to adjust the stock by means of human subjective feeling.

Disclosure of Invention

The application provides a data processing method, a data processing device and a data processing system, which can automatically judge whether to adjust the inventory and how to adjust the inventory, and have higher accuracy.

In order to achieve the above object, the present application provides the following technical features:

a data processing system, comprising:

the terminal is used for acquiring the article identifier of the article, binding the article identifier and the corresponding device identifier and acquiring a binding relationship, and sending the binding relationship to the server;

the state acquisition device is used for acquiring state parameters of the article and sending state information of the article to the server; the state information comprises state parameters and device identifiers of the state acquisition devices;

the server is used for receiving and storing the binding relation sent by the terminal and also used for receiving the state information sent by the state acquisition device; if the state parameters in the state information accord with the attention judging basis, determining the object identifier bound by the device identifier in the state information, updating the attention quantity corresponding to the physical identifier, and determining a prompt instruction for adjusting the quantity of the objects in the storage area based on the attention quantity of the object identifier.

Optionally, the method further comprises: and the inventory terminal is used for receiving and displaying a prompt instruction for adjusting the quantity of the articles in the storage area.

Optionally, the terminal is further configured to receive and display a prompt instruction for adjusting the number of the articles in the storage area.

A data processing method, comprising:

receiving state information sent by a state acquisition device; the state information comprises state parameters of the object collected by the state collection device and device identifiers of the state collection device;

if the state parameters in the state information accord with the attention judging basis, determining the object identifier bound by the device identifier in the state information, and updating the attention quantity corresponding to the object identifier;

based on the number of concerns of the item identification, a hint instruction to adjust the number of items in the storage area is determined.

Optionally, the determining, based on the attention amount of the item identifier, a prompt instruction for adjusting the number of the items in the storage area includes:

determining a hot spot item identification set and a non-hot spot item identification set based on the quantity of attention of the item identification; wherein the number of concerns for the item identities in the hotspot item identity set is greater than the number of concerns for the item identities in the non-hotspot item identity set;

Determining prompt information comprising the hot spot article identification set and used for increasing the quantity of articles;

and determining prompt information comprising the non-hot spot item identification set and used for reducing the number of the items.

A data processing apparatus comprising:

the receiving state information unit is used for receiving state information sent by the state acquisition device; the state information comprises state parameters of the object collected by the state collection device and device identifiers of the state collection device;

the updating quantity unit is used for determining the object identifier bound by the device identifier in the state information and updating the attention quantity corresponding to the object identifier if the state parameter in the state information accords with the attention judgment basis;

and the determining instruction unit is used for determining prompt instructions for adjusting the quantity of the articles in the storage area based on the quantity of attention of the article identification.

A data processing method for a state acquisition device in linkage with an article, the method comprising:

acquiring state parameters of the article;

transmitting status information of the item to a server; the state information comprises the state parameters and device identifiers corresponding to the state acquisition devices.

A data processing method, comprising:

Acquiring a device identifier and an object identifier of a state acquisition device linked with an article;

binding device identification and object identification, and obtaining binding relation;

and sending the binding relation to a server so that the server stores the binding relation.

Optionally, the method further comprises:

receiving and displaying prompt information which is sent by a server and used for increasing the quantity of the articles;

and receiving and displaying prompt information which is sent by the server and is used for reducing the number of the articles.

A data processing apparatus comprising:

the acquisition unit is used for acquiring the device identifier and the object identifier of the state acquisition device linked with the article;

the binding unit is used for binding the device identifier and the object identifier and obtaining a binding relationship;

and the binding relation sending unit is used for sending the binding relation to a server so that the server stores the binding relation.

A data processing system, comprising:

the terminal is used for acquiring and transmitting transaction data of the articles, wherein the transaction data comprises article identifications and transaction numbers;

the server is used for receiving the transaction data of the articles, increasing the transaction quantity corresponding to the article identifiers in the transaction data by the transaction quantity in the transaction data, and determining prompt information for adjusting the quantity of the articles in the storage area based on the transaction quantity of the article identifiers.

Optionally, the terminal is further configured to receive and display a prompt instruction for adjusting the number of the articles in the storage area. +

A data processing method, comprising:

receiving transaction data for an item; wherein the transaction data comprises an article identifier and a transaction number;

increasing the transaction number corresponding to the item identification in the transaction data by the transaction number in the transaction data;

and determining prompt information for adjusting the quantity of the articles in the storage area based on the transaction quantity of the article identification.

Optionally, the determining, based on the transaction number of the item identifier, the prompt information for adjusting the item number in the storage area includes:

determining a hot spot article identification set and a non-hot spot article identification set based on the transaction quantity of the article identifications; wherein the transaction number of the item identifications in the hot spot item identification set is greater than the transaction number of the item identifications in the non-hot spot item identification set;

A data processing apparatus comprising:

a receiving unit for receiving transaction data of an article; wherein the transaction data comprises an article identifier and a transaction number;

an increasing unit, configured to increase the transaction number corresponding to the item identifier in the transaction data by the transaction number in the transaction data;

and the determining unit is used for determining prompt information for adjusting the number of the articles in the storage area based on the transaction number of the article identifiers.

A data processing system, comprising:

the terminal is used for acquiring article information of the article and a device identifier of a state acquisition device linked with the article, wherein the article information comprises the article identifier and an article attribute set; establishing a binding relation between an article identifier and a device identifier, and sending the binding relation and article information to a server;

the state acquisition device is used for acquiring state parameters of the article and sending state information of the article to the server; wherein, the state information comprises the state parameter and a device identifier of the state acquisition device;

the server is used for receiving and storing the binding relation sent by the terminal and the article information sent by the terminal, and also is used for receiving the state information sent by the state acquisition device linked with the article, if the state parameter in the state information accords with the attention judgment basis, determining the article identifier bound by the device identifier in the state information, updating the attention quantity corresponding to the article identifier, classifying and summarizing the attention quantity of the article identifier according to the article attribute to obtain the attention total quantity corresponding to the article attribute, and determining the prompting information for adjusting the article or the article quantity in the storage area based on the attention total quantity of the article attribute.

A data processing method, comprising:

receiving state information sent by a state acquisition device linked with the article; the state information comprises a state parameter and a device identifier of the state acquisition device;

classifying and summarizing the attention quantity of the object identification according to the object attribute to obtain the total attention quantity corresponding to the object attribute;

a hint information to adjust the item or the quantity of items in the storage area is determined based on the total number of concerns for the item attributes.

Optionally, the determining, based on the total attention amount corresponding to the item attribute, the prompting information for adjusting the item or the number of the items in the storage area includes:

determining a set of hotspot attributes based on a total number of concerns for the item attributes;

if the storage area has the hot spot attribute in the hot spot attribute set, determining prompt information for increasing the quantity of articles corresponding to the hot spot attribute;

and if the storage area does not have the hot spot attribute of the hot spot attribute set, determining prompt information for adding the item corresponding to the hot spot attribute.

determining a set of non-hotspot attributes based on a total number of concerns for the item attributes;

if the storage area has the non-hot spot attribute in the non-hot spot attribute set, determining prompt information for reducing the number of articles corresponding to the hot spot attribute; or alternatively, the first and second heat exchangers may be,

if the storage area has the non-hotspot attribute in the non-hotspot attribute set, determining prompt information for deleting the item corresponding to the hotspot attribute.

A data processing apparatus comprising:

the receiving unit is used for receiving the state information sent by the state acquisition device linked with the article; the state information comprises a state parameter and a device identifier of the state acquisition device;

the classifying and summarizing unit is used for classifying and summarizing the attention quantity of the object identification according to the object attribute so as to obtain the attention total quantity corresponding to the object attribute;

And the determining unit is used for determining prompt information for adjusting the articles or the quantity of the articles in the storage area based on the total quantity of the attention of the article attributes.

A data processing system, comprising: the terminal is connected with the server;

the terminal is used for acquiring and transmitting article information and transaction data of the articles; wherein the article information comprises an article identifier and an article attribute set, and the transaction data comprises the article identifier and the transaction number;

the server is used for receiving the article information sent by the terminal and storing the article information, and is also used for receiving the transaction data of the articles sent by the terminal, increasing the transaction quantity corresponding to the article identifiers in the transaction data by the transaction quantity in the transaction data, classifying and summarizing the transaction quantity of the article identifiers according to the article attributes, obtaining the transaction total quantity corresponding to each article attribute, and determining prompt information for adjusting the articles or the article quantity in the storage area based on the transaction total quantity corresponding to the article attributes.

A data processing method, comprising:

Classifying and summarizing the transaction quantity of the article identification according to the article attribute and obtaining the transaction total quantity corresponding to the article attribute;

and determining prompt information for adjusting the articles or the quantity of the articles in the storage area based on the total transaction quantity corresponding to the article attributes.

Optionally, the determining, based on the total number of transactions corresponding to the item attribute, the prompt information for adjusting the item or the number of items in the storage area includes:

determining a set of hotspot attributes based on the total number of transactions for the item attribute;

if the storage area has the hot spot attribute in the hot spot attribute set, the storage area is used for increasing the prompt information of the item quantity of the item corresponding to the hot spot attribute;

determining a set of non-hotspot attributes based on a total number of transactions for the item attribute;

A data processing apparatus comprising:

the classifying and summarizing unit is used for classifying and summarizing the transaction quantity of the article identification according to the article attribute and obtaining the transaction total quantity corresponding to the article attribute;

and the determining unit is used for determining prompt information for adjusting the articles or the number of the articles in the storage area based on the total transaction number corresponding to the article attribute.

Through the technical means, the following beneficial effects can be realized:

the application is provided with a state acquisition device which is linked with the articles, the state parameters of the articles are acquired through the state acquisition device, the attention quantity of the article identification is determined based on the state parameters, and the attention quantity of a plurality of articles is classified and summarized according to the article attributes, so that the attention total quantity corresponding to the article attributes is obtained. The server may determine how to adjust the inventory based on the total number of concerns corresponding to each item attribute.

The application can automatically adjust the stock through the data processing system, so the accuracy is higher.

Drawings

In order to more clearly illustrate the embodiments of the application or the technical solutions in the prior art, the drawings that are required in the embodiments or the description of the prior art will be briefly described, it being obvious that the drawings in the following description are only some embodiments of the application, and that other drawings may be obtained according to these drawings without inventive effort for a person skilled in the art.

FIG. 1a is a diagram illustrating a first embodiment of a data processing system according to the present application;

FIG. 1b is a flowchart of a data processing method according to the present application;

FIG. 1c is a block diagram of a data processing apparatus according to the present application;

FIG. 2a is a diagram illustrating a second embodiment of a data processing system according to the present application;

FIG. 2b is a flow chart of yet another data processing method according to the present application;

FIG. 2c is a block diagram of a data processing apparatus according to the present application;

FIG. 3a is a diagram illustrating a third embodiment of a data processing system according to the present application;

FIG. 3b is a flowchart of yet another data processing method according to the present application;

FIG. 3c is a block diagram of a data processing apparatus according to the present application;

FIG. 4a is a diagram illustrating a third embodiment of a data processing system according to the present application;

FIG. 4b is a flowchart of yet another data processing method according to the present application;

FIG. 4c is a block diagram of a data processing apparatus according to the present application;

FIG. 5a is a flow chart of yet another data processing method according to the present application;

fig. 5b is a block diagram of a data processing apparatus according to the present application.

Detailed Description

The following description of the embodiments of the present application will be made clearly and completely with reference to the accompanying drawings, in which it is apparent that the embodiments described are only some embodiments of the present application, but not all embodiments. All other embodiments, which can be made by those skilled in the art based on the embodiments of the application without making any inventive effort, are intended to be within the scope of the application.

Term interpretation:

an article: goods to be sold in the sales field.

A first type of user: sellers selling items in the sales area.

A second type of user: buyers purchasing items in the sales area.

And (3) a carrier: stores, display shelves, inter-grid, and the like, for carrying and displaying items in the sales field.

Area: different parts in the carrier, one part being called a region.

Exposure quantity: indicating the number of times the area was viewed by the user.

Typically, the second type of user will perform a touch, flip, try-on, or try-on action while looking at or focusing on the item. Thus, when a second type of user views or focuses on an item, the status of the item changes.

In order to automatically sense whether the object is concerned or not, the application is provided with a state acquisition device linked with the object. The state acquisition device acquires the state parameters of the article, judges whether the state of the article changes based on whether the state parameters change, and then judges whether the article is focused by the second type of user.

According to one embodiment of the present application, an embodiment one of a data processing system is presented. Referring to fig. 1a, the data processing system includes a terminal 100, a state acquisition device 200, and a server 300.

The processing procedure of each carrier is consistent in this embodiment, so an application scenario of the data processing system is illustrated in fig. 1a by taking one carrier as an example.

It will be appreciated that the carrier comprises a plurality of regions, different regions being available for the placement of different kinds of articles. For example, in fig. 1a, the wall surface is an area on which a plurality of jackets are provided. The left table corresponds to an area on which a portion of the upper garment is disposed. The right desk corresponds to an area on which shoes are arranged.

Each article is linked with a state acquisition device (in the figure, a circle with oblique lines filled in the interior is taken as an example), and when the state of the article changes, the state of the state acquisition device also changes in a linked manner.

In order to realize the linkage of the article and the state acquisition device, the state acquisition device can be directly arranged on the article; for example, taking an article as a garment, the state acquisition device is directly fastened to the garment.

Or the state acquisition device can realize linkage with the article through the middle rotating part; for example, continuing to take the article as a clothing example, the clothing can be carried on the clothes hanger, and the state acquisition device can be arranged on the clothes hanger so as to realize the linkage of the article through the transmission of the clothes hanger.

Of course, the article and the state acquisition device may also be linked by other manners, which are not limited herein.

The status collection device 100 of each item is connected to the server 300 through a wireless network so that the status collection device can interact with the server 300. Specifically, the state acquisition device may establish a data connection with the server 300 through bluetooth, WIFI, local area network, and the like.

The terminal 100 establishes a connection with the server 300 so that data interaction between the terminal 100 and the server 300 is possible.

According to an embodiment of the present application, a data processing method is provided to introduce the above-mentioned data interaction process between the terminal 100, the state acquisition device 200 and the server 300 in fig. 1 a.

In this embodiment, a data processing method will be described in detail by taking an article and a state acquisition device linked to the article as an example. Other articles and the processing procedure of the state acquisition device linked with the articles can be seen in the embodiment.

Referring to fig. 1b, the data processing method specifically includes the following steps:

step S101: the terminal 100 acquires the item identifiers of the plurality of items and the device identifiers of the state acquisition devices respectively linked with the plurality of items, respectively binds the plurality of item identifiers and the corresponding device identifiers, acquires a binding relationship, and transmits the binding relationship to the server 300.

It will be appreciated that the change in state of the different items when they are of interest to the second type of user is not the same due to their different characteristics. Different state changes need to be acquired by different state acquisition devices. Thus, the state acquisition device suitable for the article may be determined in advance based on the characteristics of the article.

Since an item may have one or more state changes, one or more state acquisition devices are provided for the item. The number of the state acquisition devices can be determined according to specific situations, and is not limited.

For ease of understanding, the following detailed description is provided with a number of specific examples:

taking the article as a garment, when the garment is focused by a second type of user, the garment may be turned over or tried on, so that the acceleration or speed of the garment may change. Accordingly, an acceleration sensor or a speed sensor may be provided for the clothing to acquire acceleration or speed of the clothing through the acceleration sensor or the speed sensor.

Taking the article as an example, the sofa can be tested to sit when the sofa is concerned by a second type of user, so that the pressure born by the sofa can be changed. Thus, a pressure sensor may be provided for the sofa to obtain a signal value indicative of the pressure to which the sofa is subjected by the pressure sensor.

Taking the article as an example of a shoe, the shoe is taken up for viewing or put down for try-on when the shoe is concerned by a second type of user, so that the acceleration of the shoe is changed and the pressure born by the shoe is also changed; accordingly, an acceleration sensor and a pressure sensor may be provided for the shoe to acquire acceleration of the shoe through the acceleration sensor and a signal value indicating that the shoe is subjected to pressure through the pressure sensor.

When the article is a body fitting ornament or garment, the heat of the skin of the human body is felt or is caused to change when the body fitting ornament or garment is concerned. Therefore, a brightness sensor or a temperature sensor may be provided on the inside of the body fitting or the clothing to obtain a brightness value sensed by the article through the brightness sensor or to obtain a temperature value sensed by the article through the temperature sensor.

The foregoing is merely four specific examples, and the state acquisition device may be determined according to the characteristics of the article in practical application, and is not limited herein.

After determining the status collection device of the item, the first type of user may establish a linkage with the item. According to the embodiment provided by the application, the state acquisition device can be directly arranged on the article, or can be linked with the article through the transfer component. The specific manner of linkage is not limited.

The first type of user may operate the terminal 100, and after determining the status collection device of the article, may input an article identifier indicating the article, an area identifier of an area to which the article belongs within the carrier, and a device identifier indicating the status collection device (if there are a plurality of status collection devices, a plurality of device identifiers are input) to the terminal 100.

According to one embodiment of the application, the item identification and the device identification may be manually entered into the terminal 100. According to another embodiment of the present application, the item identification and the device identification may be input to the terminal 100 by scanning the tag of the item and the tag of the status collection device through a code scanner connected to the terminal.

After acquiring the item identifier and the area identifier of the item and the device identifier of the state acquisition device 300 linked with the item, the terminal 100 performs a binding operation on the item identifier, the area identifier and the device identifier and obtains a binding relationship. The binding relationship is then transmitted to the server 300.

See table 1 for the three relationships of item identification, area identification, and device identification.

Step S102: the server 300 receives and stores the binding relation transmitted from the terminal 100.

The server 300 receives the binding relationship transmitted from the terminal 100 and then stores the binding relationship for subsequent use in calculating the amount of attention of the item.

Step S103: the plurality of state acquisition devices 200 acquire state parameters of the article and send state information of the article to the server 300; the state information comprises the state parameters, a device identifier corresponding to the state acquisition device and the type of the state acquisition device.

In application, the state acquisition device linked with the article can acquire the state parameters of the article. The state acquisition device linked with the article can comprise: one or more of a speed sensor, a pressure sensor, an acceleration sensor, a brightness sensor, and a temperature sensor.

In addition, the status parameters may also include the type of status collection device. The types of the state acquisition device include: one or more of a speed sensor type, a pressure sensor type, an acceleration sensor type, a brightness sensor type, and a temperature sensor type.

The following describes each state acquisition device:

(1) In the case that the state acquisition device comprises an acceleration sensor, the step comprises: the acceleration sensor collects acceleration of the article and transmits status information to the server 300. Wherein the status information includes acceleration of the item, identification of the acceleration sensor and type of acceleration sensor.

(2) In case the state acquisition device comprises a speed sensor, the step comprises: the speed sensor collects the speed of the item and sends status information to the server 300. Wherein the status information includes a speed of the item, an identification of the speed sensor, and a speed sensor type.

(3) In the case that the state acquisition device comprises a pressure sensor, the step comprises: the pressure sensor collects signal values of the pressure applied to the article and transmits status information to the server 300. Wherein the status information includes a signal value indicative of the pressure experienced by the article, an identification of the pressure sensor, and a type of pressure sensor.

(4) In the case that the state acquisition device comprises a brightness sensor, the step comprises: the brightness sensor collects signal values of the sensed brightness of the article and transmits status information to the server 300. Wherein the status information includes a signal value representing perceived brightness of the article, an identification of the brightness sensor and a type of the brightness sensor.

(5) In the case that the state acquisition device comprises a temperature sensor, the step comprises: the temperature sensor collects the temperature value of the temperature sensed by the article and sends state information to the server 300; wherein the status information includes a temperature value indicative of a sensed temperature of the article, an identification of the temperature sensor, and a type of the temperature sensor.

Step S104: the server 300 receives the plurality of state information sent by the plurality of state acquisition devices, judges that the state parameters in the state information accord with the attention judgment basis, and if the state parameters in the state information accord with the attention judgment basis, updates the attention quantity corresponding to the object identifier bound by the device identifier in the state information.

Optionally, the status information includes status parameters of the user turning the article at a time, so that the updating the exposure number correspondingly includes adding one to the exposure number corresponding to the area identifier bound to each device identifier; updating the number of interests includes adding one to the number of interests corresponding to the item identifications bound to the respective device identifications.

If the status information includes status parameters of the user turning over the article a plurality of times, a judgment process (whether the judgment meets the exposure judgment basis or not, whether the judgment meets the attention judgment basis or not) is performed for each status parameter.

If there are M of the plurality of state parameters, which are in accordance with the exposure judgment basis, and N of the plurality of state parameters, which are in accordance with the attention judgment basis, updating the more exposure number includes increasing the exposure number corresponding to the area identifier bound to each device identifier by M; updating the number of interests includes increasing the number of interests corresponding to the item identifications bound to the respective device identifications by N.

Taking the state information including the state parameters of the object turned by the user at a time as an example, it can be understood that if an object is picked up, tried on, and tried on, the user is stated to pay attention to the object, and the state of the object is changed at this time. According to one embodiment of the present application, the steps specifically include:

judging whether the state parameter accords with the attention judging basis corresponding to the type of the state acquisition device, and if the state parameter accords with the attention judging basis, adding one to the attention quantity corresponding to the object identifier bound with the device identifier.

The server 300 may also count the number of concerns for each item identification; and comparing the attention quantity of each item identifier to determine the hot item. And then, the item identification of the hot spot item is sent to the terminal 100, so that the terminal 100 displays hot spot item information corresponding to the item identification, and the first type user is guided to guide actual operation. For example, after a garment is a hot spot item, the inventory of the garment may be increased.

According to one embodiment of the application, the introduction server 300 determines whether the status parameter meets some implementation of the attention criterion corresponding to the type of the status collection device. Attention judgment basis of each state acquisition device is described below.

(1) Acceleration sensor

The object exhibition mode and the using mode of the acceleration sensor are different, and the attention judgment basis is also different.

For most items, the item is typically in a stationary state when the second type of user is not paying attention to the item. When the second type of user is focused on the item, the item is in motion.

For example, in the case of clothing, the second type user may touch, flip, take off the article when focusing on the article, and therefore the acceleration of the article may be changed when focusing on the article.

Typically, when a second type of user focuses on an item, the acceleration of the item will change by more than a certain value, and the direction of the acceleration is not horizontal. If the acceleration does not change by more than a certain value, it means that the article may be blown by wind or may be touched carelessly, and in this case, the article is not considered to be concerned. If the direction of change of acceleration is horizontal, it is likely that the first type of user is sorting shelves (horizontally moving items).

Thus, for an acceleration sensor: judging whether the acceleration of the article is larger than a preset acceleration or not, and judging whether the acceleration direction of the article is a horizontal direction or not; if the acceleration of the object is larger than the preset acceleration and the acceleration direction of the object is not horizontal, determining that the state parameter accords with the attention judgment basis corresponding to the type of the state acquisition device; i.e. to determine that the item is of interest to the second type of user.

And for a portion of the items, the items may be in motion when the second type of user is not paying attention to the items. When the second type of user is focused on the item, the item may be in a stationary state.

At this time, the judgment basis for the acceleration sensor may include: judging whether the acceleration of the object is smaller than the preset acceleration, if the acceleration of the object is smaller than the preset acceleration, showing that the object is not displayed according to the preset acceleration, so that the state parameter is determined to be in accordance with the attention judgment basis corresponding to the type of the state acquisition device; i.e. to determine that the item is of interest to the second type of user.

(2) Speed sensor

The display mode of the article is different from the use mode of the speed sensor, and the attention judgment basis is also different.

For most items, the item is typically in a stationary state when the second type of user is not paying attention to the item. When the second type user pays attention to the article, the article can be touched, turned over, taken down and the like, so that the speed of the article can be changed when the second type user pays attention to the article, and the speed of the article can be changed to exceed a certain value under normal conditions.

If the change in speed does not exceed a certain value, this indicates that the article may be blown by wind or inadvertently touched, and in this case it is not considered that the article is concerned.

Thus, for a speed sensor: judging whether the speed of the object is greater than a preset speed, if so, determining that the state parameter accords with a concerned judgment basis corresponding to the type of the state acquisition device; i.e. determining that the item is of interest to the second type of user.

For a portion of the items, the items may be in motion when the second type of user is not paying attention to the items. When the second type of user is focused on the item, the item may be in a stationary state. Such as items located on a rotating device within a counter. When the second type of user is not concerned, the article is always in a motion state, and when the user picks up the article for trial use, the article can be in a static state.

At this time, when for the acceleration sensor: judging whether the speed of the object is smaller than a preset speed, if so, determining that the state parameter accords with a concerned judgment basis corresponding to the type of the state acquisition device; i.e. to determine that the item is of interest to the second type of user.

(3) Pressure sensor

The display mode of the article is different from the use mode of the pressure sensor, and the attention judgment basis is also different.

Taking shoes as an example, the pressure sensor is arranged at the bottom of the shoes. When the second type of user is not paying attention to the item, the item is not under pressure. When a user is concerned about an article, for example, when the user is trying on a shoe, the article is subjected to pressure.

In this case, for the pressure sensor: judging whether a signal value representing the bearing pressure of the article is larger than a first preset pressure value or not; if the signal value representing the bearing pressure of the article is larger than the preset pressure value, determining that the state parameter accords with the concerned judgment basis corresponding to the type of the state acquisition device; i.e. representing a second type of user attention item.

Taking a vase as an example, the pressure sensor is arranged on the counter, and when the second type of user does not pay attention to the vase, the pressure sensor can sense pressure; when the second type user picks up the vase focusing on the vase, the pressure sensor does not feel the pressure. In this case, the attention judgment basis of the pressure sensor is opposite to the attention judgment basis of the pressure sensor in the upper stage.

(4) Brightness sensor

The display mode of the article is different from the use mode of the brightness sensor, and the attention judgment basis is also different.

Taking clothes as an example, when the brightness sensor is arranged on the inner side of a clothes collar, the brightness sensor can sense external light when a second type user does not try on the article, and the brightness sensor can be shielded when the second type user tries on or tries on the article, so that the brightness sensor cannot sense external light.

In this case, for the luminance sensor: judging whether a signal value representing the perceived brightness of the article is larger than a second preset signal value or not; if the signal value representing the feeling brightness of the article is not greater than the preset signal value, determining that the state parameter accords with the attention judgment basis corresponding to the type of the state acquisition device; i.e. representing a second type of user attention item.

Taking clothes as an example, the brightness sensor is arranged on the wall at the back of the clothes, when the second type user does not try on the article, the brightness sensor cannot feel external light, and when the second type user tries on the article, the user can take off the clothes to try on, and at the moment, the brightness sensor can feel external light. In this case, the attention judgment basis of the luminance sensor is opposite to that of the luminance sensor in the upper stage.

(5) Temperature sensor

The display mode of the article is different from the use mode of the temperature sensor, and the attention judgment basis is also different.

In most geographic locations, for intimate apparel: when the second type of user does not try out the article, the temperature sensor cannot be close to the skin of the user, and the temperature sensed by the temperature sensor is low; the item may be tried out when the second type of user is focused on the item. In the process of trying out the article, the temperature sensor can be close to human skin, and the temperature sensor can feel higher temperature at this moment.

In this case, for the temperature sensor: judging whether the temperature value representing the feeling of the article is larger than a preset temperature value or not; if the temperature value representing the feeling of the article is larger than a preset temperature value, determining that the state parameter accords with the attention judgment basis corresponding to the type of the state acquisition device; i.e. representing a second type of user attention item.

In tropical regions, in some extreme cases, the outside ambient temperature is higher than the human skin temperature. Under the condition, when the second type user does not try out the article, the temperature sensor cannot be close to the skin of the user, and at the moment, the temperature sensor senses the ambient temperature, and the temperature is slightly higher; the item may be tried out when the second type of user is focused on the item. In the process of trying out the article, the temperature sensor can be close to human skin, and the temperature sensor can feel skin temperature at this moment, and the temperature is slightly low. In this case, the attention judgment basis of the temperature sensor is opposite to the attention judgment basis of the temperature sensor in the upper stage.

It will be appreciated that the basis for attention determination may be different when the same type of state acquisition device is provided on different items due to the different characteristics of the items.

The attention judging basis of the 5 types of state acquisition devices is only applicable to partial scenes and not all scenes. In the actual application process, the attention judgment basis of the state acquisition device can be correspondingly set according to the specific application scene, and the detailed description is omitted.

When one article is provided with a linked state acquisition device, after the state parameter is determined to be in accordance with the attention judgment basis corresponding to the type of the state acquisition device, the second type of user attention article is indicated.

When one article is provided with a plurality of linked state acquisition devices, a judging process can be executed for each state acquisition device, and when the state parameters of at least one state acquisition device are determined to meet the attention judging basis, the second type user attention article is indicated.

When determining that the second type user pays attention to the item, the server 300 acquires the device identifier from the status information transmitted from the terminal 100, and acquires the item identifier bound to the device identifier based on the binding relationship between the prestored device identifier and the item identifier. Then, the attention quantity corresponding to the object identification is added by one, so that the current attention quantity of the object is obtained.

The server 300 may count the number of interests of each item identification by a statistics period, and the server 300 may obtain the number of interests of each item identification in a statistics period. And then proceeds to step S106.

It will be appreciated that after the end of the present statistics period, the number of interest for each item may be cleared so that the next statistics period restarts counting the number of interest.

Step S105: based on the number of concerns of the plurality of item identifications, a hint instruction to adjust the number of items in the storage area is determined and sent.

In this embodiment, the terminal is located inside the carrier, and the terminal 100 uploads the item identifier of the existing item of the carrier to the server 300. Therefore, the number of interest of the article identification determined in the present embodiment is the number of interest of the articles already present in the carrier.

For an item that the carrier already has, the default storage area already stores the item. That is, the present embodiment determines hot spot articles and non-hot spot articles for utilizing the attention quantity of the existing articles inside the carrier so as to adjust the article quantity of the stored articles in the storage area.

According to one embodiment of the application, the step may comprise the steps of:

S1: determining a hot spot item identification set and a non-hot spot item identification set based on the quantity of interest of the plurality of item identifications; wherein the number of concerns of the item identities in the hotspot item identity set is greater than the number of concerns of the item identities in the non-hotspot item identity set.

It will be appreciated that a high number of items identified are of interest, indicating that the items are hot spot items. Otherwise, if the attention quantity of the item identification is low, the item identification is indicated as a non-hot-spot item identification.

The step may preset a first number of article identifications in the hotspot article identification set and a second number of article identifications in the non-hotspot article identification set. The number of interest identified by the plurality of items is then ranked from high to low.

Based on the arrangement sequence of the attention quantity, the first object identification quantity and the object identification with higher attention quantity are acquired in the sequence from high to low in the attention quantity, and the second object identification quantity and the object identification with lower attention quantity are acquired in the sequence from low to high in the attention quantity.

Of course, there may be other implementations of this step, which are not listed here.

S2: and determining prompt information comprising the hot spot object identification set and used for increasing the number of objects.

The hot spot item identification set represents item identifications with higher attention, has higher attraction to users, and can purchase the items corresponding to the hot spot item identifications in batches, so that the inventory can be correspondingly increased.

Thus, after the hotspot item identification set is determined in step S1, a hint message for increasing the number of items may be determined that includes the hotspot item identification set. S3: and determining prompt information comprising the non-hot spot item identification set and used for reducing the number of the items.

The set of non-hotspot item identifiers represents item identifiers of lower interest, which are unattractive to the user, who may not purchase the item to which the non-hotspot item identifier corresponds, so that inventory may be correspondingly reduced.

Thus, after the non-hotspot item identification set is determined in step S1, a hint message may be determined that includes the non-hotspot item identification set to reduce the number of items.

Step S106: the terminal 100 receives and displays a prompt instruction for the server 300 to determine to adjust the number of items in the storage area.

In this embodiment, the inventory management software is provided in the terminal 100, so the server 300 can send a prompt instruction for adjusting the number of items in the storage area to the terminal 100. The terminal 100 receives and displays the prompt instruction for adjusting the number of items in the storage area transmitted from the server 300 so that the first type user can adjust the inventory of the storage space based on the prompt instruction.

According to another embodiment of the present application, the inventory management software may be provided at an inventory terminal other than the terminal 100, and the server 300 may determine a prompt instruction for adjusting the number of items in the storage area to the inventory terminal, and the inventory terminal receives and displays the prompt instruction for adjusting the number of items in the storage area.

The above embodiments use the amount of interest of the item identification to represent item popularity, it being understood that the amount of transactions of the item identification may also be used to represent item popularity.

Referring to fig. 1c, the present application provides a data processing apparatus, applied to a server, comprising:

a receiving status information unit 11, configured to receive status information sent by the status collection device; the state information comprises state parameters of the object collected by the state collection device and device identifiers of the state collection device;

an update quantity unit 12, configured to determine an item identifier bound to a device identifier in the status information if the status parameter in the status information meets the attention judgment criterion, and update the attention quantity corresponding to the item identifier;

a determining instruction unit 12 for determining a hint instruction to adjust the number of items in the storage area based on the number of interests of the item identification.

The application provides a second embodiment of a data processing system. Referring to fig. 2a, the terminal 100 and the server 300 are specifically included.

The implementation of the data processing system is described below, with reference to fig. 2b, comprising the steps of:

step S201: the terminal 100 is configured to obtain transaction data of a plurality of items, where the transaction data includes an item identifier and a transaction number, and send the transaction data of the plurality of items to the server 300.

A cashier system may be installed on the terminal 100 to obtain transaction data of the item and transmit the transaction data to the server 300.

Step S202: the server 300 receives transaction data of a plurality of articles sent by the terminal, and increases the transaction number corresponding to the article identifier in the transaction data by the transaction number in the transaction data.

The server 300 may count the number of transactions for each item identification by a counting period, and the server 300 may obtain the number of transactions for each item identification during a counting period. And then proceeds to step S203.

It will be appreciated that after the end of the present statistics period, the transaction number of each item may be cleared so that the transaction number may be restarted for the next statistics period.

Step S203: the server 300 determines a hint information to adjust the number of items in the storage area based on the number of transactions for the plurality of item identifications.

In this embodiment, the terminal is located inside the carrier, and the terminal 100 uploads the item identifier of the existing item of the carrier to the server 300. Therefore, the transaction number of the article identifier determined in this embodiment is the transaction number of the articles already in the carrier.

For an item that the carrier already has, the default storage area already stores the item. That is, the present embodiment determines hot spot articles and non-hot spot articles for utilizing the transaction quantity of the existing articles inside the carrier so as to adjust the article quantity of the stored articles in the storage area.

The transaction number in this step is similar to the attention number in step S105, and represents a popular program of the article, so the implementation process of this step may refer to the implementation process of step S105, and will not be described herein.

Step S204: the terminal 100 receives and displays a prompt instruction for the server 300 to determine to adjust the number of items in the storage area.

Step S205: the terminal 100 is configured to receive and display a prompt instruction for adjusting an area where an article is located.

In this embodiment, the inventory management software is provided in the terminal 100, so the server 300 can send a prompt instruction for adjusting the number of items in the storage area to the terminal 100.

Referring to fig. 2c, the present application provides a data processing apparatus comprising:

a receiving unit 21 for receiving transaction data of an item; wherein the transaction data comprises an article identifier and a transaction number;

an increasing unit 22, configured to increase the transaction number corresponding to the item identifier in the transaction data by the transaction number in the transaction data;

a determining unit 23 for determining a hint information for adjusting the number of items in the storage area based on the number of transactions identified by the items.

According to another embodiment of the present application, the inventory management software may be provided at an inventory terminal other than the terminal 100, and the server 300 may send a prompt instruction for adjusting the number of items in the storage area to the inventory terminal, and the inventory terminal receives and displays the prompt instruction for adjusting the number of items in the storage area.

The data processing system shown in fig. 1 and 2 is for adjusting the number of existing items in a warehouse. It can be understood that in addition to the adjustment of the existing number of articles in practical application, the types of articles in the storage area need to be increased according to trend of tide, so that articles in the carrier can follow the trend of tide, and the requirements of the second type of users can be met.

Referring to FIG. 3a, the present application provides a third embodiment of a data processing system. In fig. 3a, each carrier is schematically illustrated with one article as an example, and it will be understood that each carrier has a plurality of articles therein, and a status collection device coupled to the articles.

Unlike the first embodiment, the third embodiment is applied to a plurality of carriers, so that the hot spot attribute and the non-hot spot attribute are determined by the attention amount of the item identification in the plurality of carriers, so that the actual operation of the carriers is guided by using the hot spot attribute and the non-hot spot attribute.

Referring to FIG. 3b, a third embodiment of the data processing system of the present application is described in which:

step S301: a plurality of terminals acquire article information of articles and device identifiers of state acquisition devices linked with the articles, wherein the article information comprises the article identifiers and article attribute sets; and establishing a binding relation between the object identifier and the device identifier, and sending the binding relation and the object information to a server.

The terminal 100 may obtain item information for an item, the item information including an item identification and an item attribute set. Wherein the item property set includes one or more properties for characterizing the style of the item. For example: the item attributes may include: fresh, extremely simple, lovely, forward-looking, etc. Of course, the item attributes may also include other item styles, which are not described in detail herein.

In the application, the item attribute set is used for representing the trend, and when one item attribute is popular, the trend is indicated to point to the item attribute.

The description of the state acquisition device linked with the article is already described in detail in step S101, and the detailed process may refer to the description of step S101, which is not repeated herein.

Step S302: the server 300 receives and stores the binding relationship transmitted by the plurality of terminals and the article information transmitted by the plurality of terminals.

Step S303: the plurality of state acquisition devices acquire state parameters of the articles and send state information of the articles to the server; wherein the status information includes the status parameter and a device identifier of the status collection device.

The specific execution of step S303 may refer to the execution of step S103, which is not described herein.

Step S304: the server 300 receives the state information sent by the plurality of state acquisition devices linked with the articles, and if the state parameters in the state information accord with the attention judgment basis, the attention quantity corresponding to the article identifiers bound by the device identifiers in the state information is updated.

The specific execution of the server 300 in step S304 may refer to the execution of step S104, which is not described herein.

Step S305: and classifying and summarizing the attention quantity of the plurality of object identifiers according to the object attributes to obtain the total attention quantity corresponding to the plurality of object attributes.

Referring to Table 2, the quantity of interest and the set of item attributes are illustrated.

TABLE 2

Article identification	Item attribute set	Quantity of interest
			Article identification 1	Extremely simple sense and positive dress	100
Article identifier 2	Extremely simple sense and fresh	150
			Article identification 3	Extremely simple sense and lovely sense	160
Article identification 4	Fresh and lovely	100

The server classifies and gathers the attention amount of each item by item attribute, and taking table 2 as an example, if the server 300 gathers by item attribute "extremely simple", the total attention amount of item attribute "extremely simple" is 410. Summarizing by item attribute "normal", the total number of concerns is 100. Summarizing by the item attribute "fresh", the total amount of attention of the item attribute "fresh" is 250, and summarizing by the item attribute "lovely", the total amount of attention is 260.

Step S306: based on the total number of concerns for the plurality of item attributes, a hint is determined and sent to adjust the items or the number of items in the storage area.

The total attention amount of the object attributes in the embodiment is a statistic of the attention amount of the objects in the plurality of carriers, so the object attributes with higher total attention amount can represent trend of tide to a certain extent. The item type and the item number of the storage area can be guided based on the trend of the tide.

s11: a set of hotspot attributes and a set of non-hotspot attributes are determined based on a total number of interests for the plurality of item attributes.

It will be appreciated that the higher the total number of concerns for an item attribute, the more that item attribute is a hotspot attribute. Conversely, the lower the number of concerns for an item attribute, the less hot spot the item attribute is indicated as a non-hot spot attribute.

The step may preset a first number of attributes in the hotspot attribute set and a second number of attributes in the non-hotspot attribute set. The total number of concerns for the plurality of item attributes is then ranked from high to low.

Based on the arrangement order of the total amount of attention, the first attribute number of the article attributes with higher total amount of attention are acquired in the order of the total amount of attention from high to low, and the second attribute number of the article attributes with lower total amount of attention are acquired in the order of the total amount of attention from low to high.

S12: if the storage area has the hot spot attribute in the hot spot attribute set, determining prompt information for increasing the number of articles corresponding to the hot spot attribute.

As understood from the terminal transmitting the item attribute sets of the plurality of items in the storage area to the server 300 in step S301, the server 300 stores the item attributes in the storage area.

It will be appreciated that items corresponding to hotspot attributes are somewhat popular and thus inventory may be increased. The server 300 may determine whether the storage area has a hotspot attribute. If the storage area has the hotspot attribute in the hotspot attribute set, determining prompt information for increasing the number of articles corresponding to the hotspot attribute.

S13: and if the storage area does not have the hot spot attribute of the hot spot attribute set, determining prompt information for adding the item corresponding to the hot spot attribute.

If server 300 determines that the storage area does not have a hotspot attribute, it may recommend that the first type of user add items that include the hotspot attribute. Namely, determining prompt information for adding the item corresponding to the hot spot attribute.

S14: if the storage area has the non-hot-spot attribute in the non-hot-spot attribute set, determining prompt information for reducing the number of articles corresponding to the hot-spot attribute, or determining prompt information for deleting the articles corresponding to the hot-spot attribute.

Since non-hot spot properties may be in the future for sale, it is desirable to reduce inventory or to clear items corresponding to the hot properties. Thus, if the storage area has a non-hotspot attribute of the non-hotspot attributes, a prompt to reduce the number of items corresponding to the hotspot attribute is determined so that the user may promote, for example, discounted promotions on items that include the non-hotspot attribute. Or determining prompt information for deleting the item corresponding to the hot spot attribute so as to clear the inventory of the item corresponding to the non-hot spot attribute.

Step S307: the terminal 100 is configured to receive and display a prompt message for adjusting the item or the number of items in the storage area.

Referring to fig. 3c, the present application provides a data processing apparatus comprising:

A receiving unit 31 for receiving status information sent by a status acquisition device linked with the article; the state information comprises a state parameter and a device identifier of the state acquisition device;

an update quantity unit 32, configured to determine an item identifier bound to a device identifier in the status information if the status parameter in the status information meets the attention judgment criterion, and update the attention quantity corresponding to the item identifier;

a classifying and summarizing unit 33, configured to classify and summarize the number of interests of the item identifier according to the item attribute to obtain a total number of interests corresponding to the item attribute;

a determining unit 34 for determining a hint information for adjusting the items or the number of items in the storage area based on the total number of attention of the item attributes.

With reference to FIG. 4a, the present application provides a fourth embodiment of a data processing system. The data processing system includes a plurality of terminals 100 and a server 300.

Referring to fig. 4b, the present embodiment may include the steps of:

step S401: the plurality of terminals 100 acquire and transmit item information and transaction data of items; wherein the item information comprises an item identifier and an item attribute set, and the transaction data comprises an item identifier and a transaction number.

For the item attribute set, reference may be made to the description of step S301, and will not be repeated here.

Step S402: the server 300 receives item information transmitted from a plurality of terminals and stores the item information.

Step S403: the server 300 receives the transaction data of the articles, and increases the transaction number corresponding to the article identifier in the transaction data by the transaction number in the transaction data.

Step S404: the server 300 classifies and gathers the transaction numbers of the plurality of item identifications according to the item attributes and obtains the total transaction number corresponding to each item attribute.

Step S405: the server 300 determines a hint information for adjusting the item type or the item number in the storage area based on the total number of transactions corresponding to the plurality of item attributes.

The transaction total number of the item attributes in this step is similar to the effect of the attention total number of the item attributes in step S306, so the specific implementation process of this step may refer to step S306, and will not be described herein.

Step S406: the terminal 100 is configured to receive and display a prompt message for adjusting the item or the number of items in the storage area.

In this embodiment, the inventory management software is set in the terminal 100, so the server 300 may send a prompt instruction for adjusting the number of items in the storage area to the terminal 100.

Referring to fig. 4c, there is also provided a data processing apparatus comprising:

a receiving unit 41 for receiving transaction data of an article; wherein the transaction data comprises an article identifier and a transaction number;

an increasing unit 42, configured to increase the transaction number corresponding to the item identifier in the transaction data by the transaction number in the transaction data;

a classifying and summarizing unit 43, configured to classify and summarize the transaction number of the item identifier according to the item attribute and obtain the total transaction number corresponding to the item attribute;

the determining unit 44 is configured to determine, based on the total number of transactions corresponding to the item attribute, a hint information for adjusting the item or the number of items in the storage area.

The application also provides a data processing method, which is used for a state acquisition device linked with the article, and comprises the following steps:

acquiring state parameters of the article; transmitting status information of the item to a server; the state information comprises the state parameters and device identifiers corresponding to the state acquisition devices.

The application also provides a data processing method which is applied to the terminal. Referring to fig. 5a, the method comprises:

step S501: acquiring a device identifier and an object identifier of a state acquisition device linked with an article;

step S502: binding device identification and object identification, and obtaining binding relation;

step S503: and sending the binding relation to a server so that the server stores the binding relation.

After that, the terminal can also receive and display the prompt message for increasing the number of articles sent by the server; and receiving and displaying prompt information which is sent by the server and is used for reducing the number of the articles.

The application also provides a data processing device integrated in the terminal. Referring to fig. 5b, comprising:

an acquiring unit 51, configured to acquire a device identifier and an object identifier of a state acquisition device linked with an article;

a binding unit 52 for binding the device identifier and the object identifier and obtaining a binding relationship;

and a sending binding relationship unit 53, configured to send the binding relationship to a server, so that the server stores the binding relationship.

The functions described in the method of this embodiment, if implemented in the form of software functional units and sold or used as a stand-alone product, may be stored in a computing device readable storage medium. Based on such understanding, a part of the present application that contributes to the prior art or a part of the technical solution may be embodied in the form of a software product stored in a storage medium, comprising several instructions for causing a computing device (which may be a personal computer, a server, a mobile computing device or a network device, etc.) to execute all or part of the steps of the method described in the embodiments of the present application. And the aforementioned storage medium includes: a U-disk, a removable hard disk, a Read-Only Memory (ROM), a random access Memory (RAM, randomAccess Memory), a magnetic disk, or an optical disk, or other various media capable of storing program codes.

In this specification, each embodiment is described in a progressive manner, and each embodiment is mainly described in a different point from other embodiments, so that the same or similar parts between the embodiments are referred to each other.

The previous description of the disclosed embodiments is provided to enable any person skilled in the art to make or use the present application. Various modifications to these embodiments will be readily apparent to those skilled in the art, and the generic principles defined herein may be applied to other embodiments without departing from the spirit or scope of the application. Thus, the present application is not intended to be limited to the embodiments shown herein but is to be accorded the widest scope consistent with the principles and novel features disclosed herein.

Claims

1. A data processing system, comprising:

The server is used for receiving and storing the binding relation sent by the terminal and the article information sent by the terminal, and also is used for receiving the state information sent by the state acquisition device linked with the article, if the state parameter in the state information accords with the attention judgment basis, determining the article identifier bound by the device identifier in the state information, updating the attention quantity corresponding to the article identifier, classifying and summarizing the attention quantity corresponding to the article identifier according to the article attribute to obtain the attention total quantity corresponding to the article attribute, determining the hot spot attribute set and the non-hot spot attribute set based on the attention total quantity of the article attribute, and determining the prompting information for adjusting the article or the article quantity in the storage area.

2. The system as recited in claim 1, further comprising:

and the inventory terminal is used for receiving and displaying a prompt instruction for adjusting the quantity of the articles in the storage area.

3. The system of claim 1, wherein,

the terminal is also used for receiving and displaying a prompt instruction for adjusting the quantity of the articles in the storage area.

4. A method of data processing, comprising:

classifying and summarizing the attention quantity corresponding to the object identification according to the object attribute to obtain the attention total quantity corresponding to the object attribute;

based on the total number of concerns for the item attributes, a set of hotspot attributes and a set of non-hotspot attributes are determined, and a hint information is determined to adjust the number of items or items in the storage area.

5. The method of claim 4, wherein determining a set of hotspot attributes and a set of non-hotspot attributes based on the total number of concerns corresponding to the item attributes, and determining a hint information to adjust the item or the number of items in the storage area, comprises:

6. The method of claim 4, wherein determining a set of hotspot attributes and a set of non-hotspot attributes based on the total number of concerns corresponding to the item attributes, and determining a hint information to adjust the item or the number of items in the storage area, comprises:

7. A data processing apparatus, comprising:

the classifying and summarizing unit is used for classifying and summarizing the attention quantity corresponding to the object identification according to the object attribute so as to obtain the attention total quantity corresponding to the object attribute;

and the determining unit is used for determining a hot spot attribute set and a non-hot spot attribute set based on the total attention quantity of the object attributes and determining prompt information for adjusting the objects or the number of the objects in the storage area.

8. A data processing system, comprising:

the server is used for receiving the article information sent by the terminal and storing the article information, and is also used for receiving transaction data of articles sent by the terminal, increasing the transaction number corresponding to the article identification in the transaction data by the transaction number in the transaction data, classifying and summarizing the transaction number corresponding to the article identification according to the article attribute, obtaining the transaction total number corresponding to each article attribute, determining a hot spot attribute set and a non-hot spot attribute set based on the transaction total number corresponding to the article attribute, and determining prompt information for adjusting the articles or the article number in the storage area.

9. A method of data processing, comprising:

classifying and summarizing the transaction quantity corresponding to the article identification according to the article attribute and obtaining the transaction total quantity corresponding to the article attribute;

And determining a hot spot attribute set and a non-hot spot attribute set based on the total transaction number corresponding to the item attributes, and determining prompt information for adjusting the items or the number of the items in the storage area.

10. The method of claim 9, wherein determining the set of hotspot attributes and the set of non-hotspot attributes based on the total number of transactions corresponding to the item attributes and determining the hint information to adjust the item or the number of items in the storage area comprises:

11. The method of claim 9, wherein determining the set of hotspot attributes and the set of non-hotspot attributes based on the total number of transactions corresponding to the item attributes and determining the hint information to adjust the item or the number of items in the storage area comprises:

12. A data processing apparatus, comprising:

the classifying and summarizing unit is used for classifying and summarizing the transaction quantity corresponding to the article identification according to the article attribute and obtaining the total transaction quantity corresponding to the article attribute;

and the determining unit is used for determining a hot spot attribute set and a non-hot spot attribute set based on the total transaction number corresponding to the object attributes and determining prompt information for adjusting the objects or the number of the objects in the storage area.