CN113837694A - Article display method, apparatus, electronic device and readable medium - Google Patents

Article display method, apparatus, electronic device and readable medium Download PDF

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CN113837694A
CN113837694A CN202111122902.9A CN202111122902A CN113837694A CN 113837694 A CN113837694 A CN 113837694A CN 202111122902 A CN202111122902 A CN 202111122902A CN 113837694 A CN113837694 A CN 113837694A
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displayed
item
article
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CN113837694B (en
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段珂
陈飘
庞洁
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Duodian Life Chengdu Technology Co ltd
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Abstract

Embodiments of the present disclosure disclose an item display method, apparatus, electronic device, and readable medium. One embodiment of the method comprises: evaluating the value of each item information to be displayed in the at least one item information to generate a value score, and obtaining at least one value score; performing shelf pre-distribution on at least one item information to be displayed to generate an item information group set to be displayed based on at least one value; each to-be-displayed article information group in the to-be-displayed article information group set is automatically displayed to generate article display information, and an article display information set is obtained; and for each item display information in the item display information set, transmitting the item display information to a display screen of the target terminal and controlling the automatic mechanical device to perform related operations. The embodiment promotes the standardization of article display charting and improves the efficiency of the display charting.

Description

Article display method, apparatus, electronic device and readable medium
Technical Field
Embodiments of the present disclosure relate to the field of computer technologies, and in particular, to an article display method, apparatus, electronic device, and readable medium.
Background
The article display information is display information for regularly arranging and displaying articles so as to be convenient for taking the articles. At present, when generating article display information, the following methods are generally adopted: and generating a test drawing according to the manually built article drawing template and the target drawing style, and applying the test drawing to the planning drawing if the test drawing reaches the standard. Or by manual configuration, different types of items are displayed at different positions on a designated shelf.
However, when displaying articles in the above-described manner, there are often technical problems as follows:
the creation of the drawing template is mostly manually built, the drawing template is lack of data guidance, more individual experience drive and the specification consistency of display and drawing are lacked, and a large amount of time is often consumed to create the drawing template before the planning drawing is generated, so that the efficiency of display and drawing is reduced.
Disclosure of Invention
This summary is provided to introduce a selection of concepts in a simplified form that are further described below in the detailed description. This summary is not intended to identify key features or essential features of the claimed subject matter, nor is it intended to be used to limit the scope of the claimed subject matter. Some embodiments of the present disclosure propose article display methods, apparatuses, electronic devices and readable media to address one or more of the technical problems noted in the background section above.
In a first aspect, some embodiments of the present disclosure provide a method of displaying an item, the method comprising: evaluating the value of each item information to be displayed in the at least one item information to generate a value score, and obtaining at least one value score; performing shelf pre-distribution on the at least one item information to be displayed to generate an item information group set to be displayed based on the at least one value; automatically displaying each to-be-displayed article information group in the to-be-displayed article information group set to generate article display information to obtain an article display information set; and for each item display information in the item display information set, transmitting the item display information to a display screen of a target terminal and controlling an automatic mechanical device to execute related operation, wherein the related operation is used for placing the item corresponding to the determined item display information.
In a second aspect, some embodiments of the present disclosure provide an article display apparatus comprising: the value evaluation unit is configured to evaluate the value of each item information to be displayed in the at least one item information to be displayed to generate a value score, and obtain at least one value score; a shelf pre-allocation unit configured to perform shelf pre-allocation on the at least one item information to be displayed to generate a set of item information to be displayed based on the at least one value; an automatic display unit configured to perform automatic display processing on each of the to-be-displayed article information sets to generate article display information, resulting in an article display information set; and the control unit is configured to transmit the article display information to a display screen of a target terminal and control an automatic mechanical device to execute related operation for each article display information in the article display information set, wherein the related operation is used for placing the article corresponding to the determined article display information.
In a third aspect, some embodiments of the present disclosure provide an electronic device, comprising: one or more processors; a storage device having one or more programs stored thereon, which when executed by one or more processors, cause the one or more processors to implement the method described in any of the implementations of the first aspect.
In a fourth aspect, some embodiments of the present disclosure provide a computer readable medium on which a computer program is stored, wherein the program, when executed by a processor, implements the method described in any of the implementations of the first aspect.
The above embodiments of the present disclosure have the following advantages: the normalization of the item display charting is facilitated by the item display method of some embodiments of the present disclosure, increasing the efficiency of the display charting. In particular, the reasons for the inefficiency of display charting are: the creation of the drawing template is mostly manually built, the drawing template is lack of data guidance, more individual experience drive and the specification consistency of display and drawing are lacked, and a large amount of time is often consumed to create the drawing template before the planning drawing is generated, so that the efficiency of display and drawing is reduced. Based on this, the item display method of some embodiments of the present disclosure first performs value evaluation on each item information to be displayed in at least one item information to be displayed to generate a value score, resulting in at least one value score. The higher value score is used for representing that the circulation of the goods is higher, and data support is provided for subsequent reasonable distribution of the goods shelves. And secondly, performing shelf pre-distribution on the at least one item information to be displayed to generate an item information group set to be displayed based on the at least one value. Goods shelf pre-distribution is carried out by quickly positioning the goods with higher fluidity, so that the efficiency and the rationality of goods shelf distribution are improved, the information of the goods to be displayed with the same goods shelf number is divided into the same group, and the automatic drawing is conveniently carried out on each goods shelf in the follow-up process. Then, each information group of the articles to be displayed in the information group set of the articles to be displayed is automatically displayed to generate article display information, so that an article display information set is obtained. Final item display information is generated by looping sets of item information to be displayed on individual shelves through a genetic algorithm, binning, boxing, and planogram evaluation process. Different business strategies are combined to evaluate the planogram, so that the flexibility of the system is improved. And the automatically determined article display information avoids the drawing difference of different drawing personnel, standardizes the production flow of the article display chart and improves the efficiency of display drawing. And finally, for each item display information in the item display information set, transmitting the item display information to a display screen of a target terminal and controlling an automatic mechanical device to execute related operation, wherein the related operation is used for placing the item corresponding to the determined item display information. Thereby solving the problem of low efficiency of display charting.
Drawings
The above and other features, advantages and aspects of various embodiments of the present disclosure will become more apparent by referring to the following detailed description when taken in conjunction with the accompanying drawings. Throughout the drawings, the same or similar reference numbers refer to the same or similar elements. It should be understood that the drawings are schematic and that elements and elements are not necessarily drawn to scale.
FIG. 1 is a schematic illustration of one application scenario of an item display method of some embodiments of the present disclosure;
FIG. 2 is a flow chart of some embodiments of an article display method according to the present disclosure;
FIG. 3 is a box separation flow diagram of some embodiments of an article display method according to the present disclosure;
FIG. 4 is a schematic illustration of an application scenario of some embodiments of an item display method according to the present disclosure;
FIG. 5 is a schematic structural view of some embodiments of an article display according to the present disclosure;
FIG. 6 is a schematic structural diagram of an electronic device suitable for use in implementing some embodiments of the present disclosure.
Detailed Description
Embodiments of the present disclosure will be described in more detail below with reference to the accompanying drawings. While certain embodiments of the present disclosure are shown in the drawings, it is to be understood that the disclosure may be embodied in various forms and should not be construed as limited to the embodiments set forth herein. Rather, these embodiments are provided for a more thorough and complete understanding of the present disclosure. It should be understood that the drawings and embodiments of the disclosure are for illustration purposes only and are not intended to limit the scope of the disclosure.
It should be noted that, for convenience of description, only the portions related to the related invention are shown in the drawings. The embodiments and features of the embodiments in the present disclosure may be combined with each other without conflict.
It should be noted that the terms "first", "second", and the like in the present disclosure are only used for distinguishing different devices, modules or units, and are not used for limiting the order or interdependence relationship of the functions performed by the devices, modules or units.
It is noted that references to "a", "an", and "the" modifications in this disclosure are intended to be illustrative rather than limiting, and that those skilled in the art will recognize that "one or more" may be used unless the context clearly dictates otherwise.
The names of messages or information exchanged between devices in the embodiments of the present disclosure are for illustrative purposes only, and are not intended to limit the scope of the messages or information.
The present disclosure will be described in detail below with reference to the accompanying drawings in conjunction with embodiments.
Fig. 1 is a schematic diagram of one application scenario of an item display method of some embodiments of the present disclosure.
In the application scenario of fig. 1, first, the computing device 101 may perform value evaluation on each item information to be displayed in the at least one item information to be displayed 102 to generate a value score, resulting in at least one value score 103. Next, the computing device 101 may shelf pre-allocate the at least one item information to be displayed 102 based on the at least one value score 103 to generate a set of item information to be displayed 104. Then, the computing device 101 may perform automatic display processing on each item information group to be displayed in the item information group set to be displayed 104 to generate item display information, resulting in an item display information set 105. Finally, the computing device 101 may send, for each item display information in the set of item display information 105, the item display information to the display 106 of the target terminal and control the automated machinery 107 to perform a correlation operation for placing the item corresponding to the determined item display information.
The computing device 101 may be hardware or software. When the computing device is hardware, it may be implemented as a distributed cluster composed of multiple servers or terminal devices, or may be implemented as a single server or a single terminal device. When the computing device is embodied as software, it may be installed in the hardware devices enumerated above. It may be implemented, for example, as multiple software or software modules to provide distributed services, or as a single software or software module. And is not particularly limited herein.
It should be understood that the number of computing devices in FIG. 1 is merely illustrative. There may be any number of computing devices, as implementation needs dictate.
With continued reference to fig. 2, a flow 200 of some embodiments of an item display method according to the present disclosure is shown. The article display method comprises the following steps:
step 201, evaluating the value of each item information to be displayed in at least one item information to be displayed to generate a value score, and obtaining at least one value score.
In some embodiments, an executing subject of the item display method (e.g., computing device 101 shown in fig. 1) may value each of the at least one item information to be displayed to generate a value score, resulting in at least one value score. The execution subject may perform value evaluation on the information on the article to be displayed to generate a value in response to determining that the information on the article to be displayed satisfies a condition to be displayed. The executing agent may perform value evaluation on the information of the to-be-displayed item through a Data Envelope Analysis (DEA) algorithm to generate a value score. The display condition may be that the article circulation time included in the information on the article to be displayed is within a preset time range. The information on the article to be displayed among the at least one information on the article to be displayed may include: the item identification, the item category, the item designation layer information, the item display direction, the item circulation time (for example, in a month cycle, the sales volume of the item is at least one day), the item circulation volume (for example, the daily average sales volume of the item), the item circulation value (for example, the daily average sales amount of the item), the item acquisition value (for example, the daily average gross interest rate of the item), the price-related information (for example, the daily average sales promotion index of the item, which is artificially determined, the larger the sales degree, the higher the sales promotion index), and the display linear meter (for example, the shelf length of the item in the physical shelf). The display condition may be that the article circulation time included in the information on the article to be displayed is within a preset time range. The predetermined time range may be 7 or more.
And 202, performing shelf pre-distribution on at least one item information to be displayed to generate an item information group set to be displayed based on at least one value.
In some embodiments, the performing agent may perform shelf pre-distribution of the at least one item information to be displayed to generate a set of item information to be displayed based on the at least one value score. The execution main body can firstly sort the at least one item information to be displayed in the order of the value values from large to small to obtain an item information sequence to be displayed. Secondly, grouping the information of each article to be displayed in the information sequence of the articles to be displayed based on the preset quantity of the information in the group to generate an information group set of the articles to be displayed.
In some optional implementations of some embodiments, the performing agent performs shelf pre-allocation of at least one item information to be displayed to generate a set of item information to be displayed based on at least one value score. May include the steps of:
the method comprises the first step of carrying out shelf pre-allocation on each item information to be displayed in the at least one item information to be displayed to generate item shelf information based on the at least one value to obtain an item shelf information set. Wherein the item shelf information in the item shelf information set may include: item initial face value and shelf information. The shelf information may include: shelf identification information, shelf width, and shelf space. The performing main body shelf-pre-allocates each item information to be displayed in the at least one item information to be displayed to generate item shelf information based on the at least one value, and may include the following sub-steps:
the first substep, sequencing the information of the at least one article to be displayed according to the sequence of the value values from large to small to obtain the information sequence of the article to be displayed.
And a second sub-step of grouping the information sequence of the articles to be displayed to generate a first information group of the articles to be displayed and a second information group of the articles to be displayed.
The first information group of articles to be displayed may be the information of the first fifty percent of articles to be displayed in the information sequence of articles to be displayed. The second information group of the articles to be displayed may be information of the articles to be displayed of the last fifty percent of the information sequence of the articles to be displayed.
And a third substep, in response to determining that the first to-be-displayed item information group and the second to-be-displayed item information group meet a preset constraint condition group, generating an item initial face value corresponding to each to-be-displayed item information in the to-be-displayed item information sequence based on a preset item face value range set and a preset shelf display occupied linear meter, and obtaining an item initial face value set. Wherein, the preset constraint condition set may include: the sum of the value scores in the value score value group corresponding to the first information group of articles to be displayed is twice the sum of the value scores in the value score value group corresponding to the second information group of articles to be displayed, and the sum of linear meters occupied by the display corresponding to the first information group of articles to be displayed is twice the sum of linear meters occupied by the display corresponding to the second information group of articles to be displayed. The execution main body can generate an initial face value of an article corresponding to each article information to be displayed in the article information sequence to be displayed based on a preset article face value range set and a preset extended meter occupied by shelf display by using a linear programming algorithm, so as to obtain an initial face value set of the article.
And a fourth substep of performing item classification on the at least one item information to be displayed to generate a classified item information group set to be displayed. The execution main body may classify the at least one item information to be displayed based on an item category included in the item information to be displayed in the at least one item information to be displayed to generate a classified item information set to be displayed.
And a fifth substep of determining a shelf identification information group corresponding to each classified article information group to be displayed in the classified article information group set to be displayed based on the article initial face value set to obtain a shelf identification information group set.
The executing agent may first determine, based on the classified information group of the items to be displayed and the initial face value set of the items, a required shelf space corresponding to the classified information group of the items to be displayed by using the following formula:
G1×E1+G2×E2+...+Gn×En＝P。
wherein n represents a serial number. G1And the display area of the first classified information of the articles to be displayed in the classified information group of the articles to be displayed is represented by linear meters. E1And indicating the initial level value of the article corresponding to the first classified article information to be displayed in the classified article information group to be displayed. G2And the display area of the second classified information of the articles to be displayed in the classified information group of the articles to be displayed is represented by linear meters. E2And the initial face value of the article corresponding to the article information to be displayed after the second classification in the information group of the articles to be displayed after the classification is shown. GnAnd displaying the linear meters included in the nth classified information of the articles to be displayed in the classified information group of the articles to be displayed. EnAnd indicating the initial level value of the article corresponding to the nth sorted information of the article to be displayed in the sorted information group of the article to be displayed. P represents a required shelf space corresponding to the sorted information group of the articles to be displayed.
As an example, the linear meter occupied by the display included in each piece of sorted information on the article to be displayed in the sorted information group on the article to be displayed may be: [2,3,2,2,5]. The initial face position value of the article corresponding to each piece of classified article information to be displayed in the classified article information group to be displayed may be: [3,6,8,5,6]. The required shelf space corresponding to the sorted information group of the articles to be displayed may be: "80 m".
Then, the execution subject may determine, based on a preset shelf information set, initial shelf identification information corresponding to each piece of classified information on the to-be-displayed item in the classified information group on the to-be-displayed item, to obtain an initial shelf identification information group. Wherein, the preset shelf information in the preset shelf information set may include: shelf identification and preset shelf space.
As an example, the preset shelf information set may be: [ "shelf number 1, 70 meters", "shelf number 2, 70 meters" ]. The required shelf space corresponding to the sorted information group of the articles to be displayed may be: "80 m". Since the required shelf space corresponding to the classified information group of the articles to be displayed is larger than the preset shelf space included in the first preset shelf information in the preset shelf information set, the initial shelf identification information group may be: [ shelf 1, shelf 2 ].
Finally, the executing agent may perform shelf adjustment on each piece of initial shelf identification information in the initial shelf identification information group to generate shelf identification information in response to determining that the initial shelf identification information group corresponding to the sorted to-be-displayed item information group satisfies a shelf adjustment condition, so as to obtain a shelf identification information group. The execution agent may first divide the information on the articles to be displayed having the same initial shelf identification information into the same group, and obtain the first sorted information group on the articles to be displayed and the second sorted information group on the articles to be displayed. Then, in response to determining that the ratio of the number of the first sorted information items to be displayed in the first sorted information group of the items to be displayed to the number of the second sorted information items to be displayed in the second sorted information group of the items to be displayed is greater than the distribution threshold and that the first sorted information group of the items to be displayed adjusts the initial rack identification information corresponding to each of the second sorted information items to be displayed in the second sorted information group of the items to be displayed to the initial rack identification information corresponding to the first sorted information items to be displayed.
As an example, the distribution threshold may be 5.
And a sixth substep, determining the shelf width and shelf space corresponding to each shelf identification information in the shelf identification information group set to obtain a shelf width group set and a shelf space group set. The execution subject may determine the shelf width and the shelf space corresponding to the shelf identification information by querying the shelf information correspondence table.
And secondly, grouping the at least one item information to be displayed based on the item shelf information set to generate an item information set to be displayed. The execution main body may select information of an article to be displayed satisfying a combination condition from the at least one information of an article to be displayed to form an information group of an article to be displayed, and obtain the information group set of an article to be displayed, where the combination condition may be: the shelf identification information included in the shelf information of the article corresponding to the information of the article to be displayed is the same.
And step 203, performing automatic display processing on each to-be-displayed article information group in the to-be-displayed article information group to generate article display information, so as to obtain an article display information set.
In some embodiments, the executing agent may perform automatic display processing on each information group of the to-be-displayed items in the information group set of to-be-displayed items through a space planning algorithm in the warehouse management system to generate item display information, so as to obtain an item display information set.
In some optional implementations of some embodiments, the performing subject performing automatic display processing on each information group of the information groups of the items to be displayed to generate the item display information may include:
firstly, determining the quantity value of the information of the articles to be displayed in the information group of the articles to be displayed.
As an example, the number value of the information on the article to be displayed in the above-mentioned information group on the article to be displayed may be 5.
A second step of randomly generating an initial article configuration information set based on the quantity value, wherein the initial article configuration information in the initial article configuration information set may include: an article display face position information group, an article display mode information group and an article display order information group. Wherein the article display face position information in the article display face position information group may include: item identification information and the number of item display faces. The article display method information in the article display method information group may include: item identification information and item display means. The article display sequence information in the article display sequence information group may include: item identification information and item display order. Each item display face position information in the item display face position information group, each item display mode information in the item display mode information group, and item display sequence information in the item display sequence information group are within a preset range. The preset range may be [0, 1 ].
As an example, the number of pieces of initial article allocation information of the above initial article allocation information set may be 3 pieces. The above numerical value may be 5. The initial article configuration information set may be as shown in table 1 below:
TABLE 1
Figure BDA0003277642900000101
Figure BDA0003277642900000111
Thirdly, based on the initial article configuration information set, executing the following generation steps:
a first substep of updating each initial item configuration information in the set of initial item configuration information to generate updated initial item configuration information based on the set of item shelf information, resulting in at least one updated initial item configuration information.
Wherein the execution body may update the item display face position information to generate updated item display face position information for each item display face position information in an item display face position information group included in the initial item arrangement information by:
Figure BDA0003277642900000112
wherein a' represents the number of product display face bits included in the updated product display face bit information. A represents the number of product display face bits included in the product display face bit information. And E represents an initial face value of the article corresponding to the face position information of the article display.
Figure BDA0003277642900000113
Indicating rounding up.
As an example, the above-mentioned item display face position information may include the number of item display faces: 0.3. the initial face position value of the article corresponding to the face position information of the article display may be: 5. the updated item display face position information includes the number of item display face positions: 3.
for each item display mode information in the item display mode information set included in the initial item allocation information, in response to determining that the item display mode information satisfies a preset display condition set, determining the item display mode information as a block display mode. In response to determining that the article display mode information does not satisfy a preset display condition group, determining the article display mode information as a landscape display mode, wherein the preset display condition group may include: the number of product display faces included in the updated product display face position information corresponding to the product display mode information is equal to or greater than a first preset threshold value, and the product display mode included in the product display mode information is greater than a second preset threshold value.
As an example, the first preset threshold may be 4. The second preset threshold may be 0.5.
With regard to the item display order information group included in the initial item arrangement information, first, the execution body may sort each item display order information in the item display order information group in a descending order to generate an item display order information sequence. Next, the execution body may determine the updated article display order information in the order of the article display order information in the article display order information sequence.
As an example, the article display order information group may be: [0.2,0.4,0.1,0.2,0.5]. The item display order information sequence is: [0.5,0.4,0.2,0.2,0.1]. Therefore, the updated article display order information is: [3,2,5,4,1].
And a second substep of performing packaging processing on the information group of the to-be-displayed articles corresponding to each piece of the updated initial article configuration information to generate candidate display information, so as to obtain a candidate display information set. Wherein the shelf information included in the shelf information corresponding to each item information to be displayed in the item information group to be displayed is the same. The shelf information may include: shelf width and shelf space.
The execution subject may first perform binning processing on each item information to be displayed in the item information group to be displayed corresponding to the updated initial item configuration information to generate shelf binning information.
The specific box separation process can be as follows: firstly, determining the total display delay corresponding to the information of the articles to be displayed. Wherein the total extended display is obtained by multiplying the extended display included in the information on the article to be displayed by the number of the article display surface positions included in the updated information on the article display surface positions corresponding to the information on the article to be displayed. Second, in response to the determination that the article display form information corresponding to the article information to be displayed is a block display, the number of display layers corresponding to the article information to be displayed is determined to be 2. And in response to the determination that the article display mode information corresponding to the article information to be displayed is horizontal display, determining the number of display layers corresponding to the article information to be displayed to be 1. Thirdly, in response to the fact that the item specifying layer information included in the information on the items to be displayed is equal to or greater than 1, a layer space corresponding to the item specifying layer information is determined as a specified layer rectangular space. Fourthly, the space to be allocated is determined based on the determined rectangular space of the designated floor and the shelf space corresponding to the information group of the article to be displayed. Fifthly, in response to the fact that the article display direction included by the article information to be displayed is left-right display, the extended length occupied by the total display corresponding to the article information to be displayed is smaller than the shelf width included by the shelf information corresponding to the article information group to be displayed, and the display layer number corresponding to the article information to be displayed is smaller than the shelf layer number included by the shelf information corresponding to the article information group to be displayed, the space to be allocated is subjected to left-right box dividing according to the extended length occupied by the total display corresponding to the article information to be displayed, and left-right box dividing information is obtained. Sixthly, in response to the fact that the information on the articles to be displayed includes the information on the articles to be displayed is displayed in the vertical direction, the total display occupied by the information on the articles to be displayed accounts for more than or equal to 70 percent of the width of the shelf included in the information on the shelf corresponding to the information group of the articles to be displayed, the space to be allocated is divided into upper and lower boxes based on the number of display layers corresponding to the information on the articles to be displayed, and the information on the upper and lower boxes is obtained. Seventhly, in response to the fact that the article display direction included in the article information to be displayed is up and down display, the total display occupied by the article information to be displayed is smaller than 70 percent of the shelf width included in the shelf information corresponding to the article information group to be displayed, the same group of padding is carried out on the article information to be displayed, and the padded article information to be displayed is obtained. And performing box separation operation again by taking the position-supplemented information of the articles to be displayed as the information of the articles to be displayed. And eighthly, combining the left-right binning information and the upper-lower binning information to generate shelf binning information corresponding to the information on the articles to be displayed, wherein the shelf binning information is used for representing a sub-bin division range corresponding to the information on the articles to be displayed.
As an example, a schematic diagram of a specific binning procedure is shown in fig. 3.
Then, the executing agent may perform an article packing process on the information set of the articles to be displayed corresponding to the updated initial article configuration information based on the shelf binning information set and a preset business configuration to generate candidate display information. The execution agent may first specify, for each item information to be displayed in the item information group to be displayed, item position information corresponding to the item information to be displayed in accordance with item display order information included in the updated initial item placement information, and obtain an item position information group. The article position information in the article position information group is used for representing the position information of the article information to be displayed in the corresponding subbox dividing range. Next, the execution body may specify the display information candidate based on the article picture group corresponding to the article position information group. The candidate display information may be used to represent a display scene map of the item group corresponding to the item position information group on the shelf corresponding to the item position information group.
As an example, a display scene diagram of the item group corresponding to the item position information group on the corresponding shelf may be as shown in fig. 4.
And a third sub-step of performing display quality evaluation on each of the candidate display information sets to generate a product display quality score value, resulting in a product display quality score value set. The execution agent may first determine space efficiency information, appearance degree information, and business value information based on the candidate display information. Second, the execution body may perform a weighted sum on the space efficiency information, the beauty information, and the business value information to generate an item display quality score value.
The above space efficiency information may include, but is not limited to, at least one of: the quantity value of the non-shelving articles, the quantity of half-layer shelves occupied by a single type of articles and the number of shelf layers with lower shelf single-layer utilization rate. The low shelf monolayer utilization can be used to characterize the number of layers in which the display corresponding to the items in the shelf monolayer occupies 70 percent or less of the width of the shelf. The aesthetic information may include, but is not limited to, at least one of: the difference in linear meter of total display, the number of 1 item display face positions and the degree of shelf item alignment. The difference between the maximum value of the linear meter occupied by the total display and the minimum value of the linear meter occupied by the product display in the whole shelf can be used as the total display linear meter. The degree of alignment of the shelf items can be represented by the difference between the boundaries of two adjacent layers of the same type of items. The service value information may include, but is not limited to, at least one of: the central aggregation degree of the value articles, the aggregation degree of the articles with the same attribute, the protection degree of the new articles, the value of the articles and the face position number are in direct proportion. The above-described degree of value item center aggregation may be used to characterize the number of higher value items that are not in a center shelf location. The higher value item may be the item corresponding to the top 5 ranked value score in the shelf. The central position of the goods shelf is a golden position of a preset goods shelf. The aggregation degree of the articles with the same attribute can be used for representing the number of the articles with the same attribute separated by one layer or more than one layer. The protection degree of the new product can also be used for representing the number of the new product on the top layer or the bottom layer of the shelf. The degree of the proportional relationship between the item value and the number of the face ranks may be a value obtained by adding the absolute value of the difference between the value score number corresponding to each item in the set of items on the shelf and the number of the face ranks on the item display. And sorting the article sets according to the descending order of the value score values to generate a value score sequence number set. And sorting the article sets according to the descending order of the number of the article display face bits to generate an article display face bit number sequence set.
A fourth substep of selecting, from the set of candidate display information, candidate display information having a smallest corresponding product display quality score as target product display information.
And a fifth substep of determining the target item display information as item display information corresponding to the information set of items to be displayed, in response to determining that the target item display information satisfies a preset condition. Wherein, the preset condition may be: the value of the product display quality score corresponding to the target product display information does not change.
And fourthly, in response to the fact that the target article display information does not meet the preset condition, reproducing and mutating the target article display information to generate an article allocation information set as the initial article allocation information set, and executing the generating step again.
And step 204, transmitting the article display information to a display screen of the target terminal and controlling an automatic mechanical device to execute related operations for each article display information in the article display information set.
In some embodiments, the executing agent may send the article display information to a display screen of the target terminal and control the automatic mechanical device to perform a relevant operation, where the relevant operation is used to place an article corresponding to the determined article display information. The automated mechanism may be a robotic arm device.
The above embodiments of the present disclosure have the following advantages: the normalization of the item display charting is facilitated by the item display method of some embodiments of the present disclosure, increasing the efficiency of the display charting. In particular, the reasons for the inefficiency of display charting are: the creation of the drawing template is mostly manually built, the drawing template is lack of data guidance, more individual experience drive and the specification consistency of display and drawing are lacked, and a large amount of time is often consumed to create the drawing template before the planning drawing is generated, so that the efficiency of display and drawing is reduced. Based on this, the item display method of some embodiments of the present disclosure first performs value evaluation on each item information to be displayed in at least one item information to be displayed to generate a value score, resulting in at least one value score. The higher value score is used for representing that the circulation of the goods is higher, and data support is provided for subsequent reasonable distribution of the goods shelves. And secondly, performing shelf pre-distribution on the at least one item information to be displayed to generate an item information group set to be displayed based on the at least one value. Goods shelf pre-distribution is carried out by quickly positioning the goods with higher fluidity, so that the efficiency and the rationality of goods shelf distribution are improved, the information of the goods to be displayed with the same goods shelf number is divided into the same group, and the automatic drawing is conveniently carried out on each goods shelf in the follow-up process. Then, each information group of the articles to be displayed in the information group set of the articles to be displayed is automatically displayed to generate article display information, so that an article display information set is obtained. Final item display information is generated by looping sets of item information to be displayed on individual shelves through a genetic algorithm, binning, boxing, and planogram evaluation process. Different business strategies are combined to evaluate the planogram, so that the flexibility of the system is improved. And the automatically determined article display information avoids the drawing difference of different drawing personnel, standardizes the production flow of the article display chart and improves the efficiency of display drawing. And finally, for each item display information in the item display information set, transmitting the item display information to a display screen of a target terminal and controlling an automatic mechanical device to execute related operation, wherein the related operation is used for placing the item corresponding to the determined item display information. Thereby solving the problem of low efficiency of display charting.
With further reference to FIG. 5, as an implementation of the methods illustrated in the above figures, the present disclosure provides embodiments of an article display apparatus, corresponding to those method embodiments illustrated in FIG. 2, which may be particularly applicable in a variety of electronic devices.
As shown in fig. 5, the article display apparatus 500 of some embodiments includes: a value evaluation unit 501, a shelf pre-allocation unit 502, an automatic display unit 503, and a control unit 504. The value evaluation unit 501 is configured to evaluate the value of each item information to be displayed in the at least one item information to be displayed to generate a value score, and obtain at least one value score. A shelf pre-allocation unit 502 configured to shelf pre-allocate the at least one item information to be displayed to generate a set of item information to be displayed based on the at least one value. And an automatic display unit 503 configured to perform automatic display processing on each of the to-be-displayed item information sets to generate item display information, resulting in an item display information set. A control unit 504 configured to, for each item display information in the set of item display information, send the item display information to a display screen of a target terminal and control an automated machinery apparatus to perform a correlation operation for placing an item corresponding to the determined item display information.
It will be understood that the elements described in the apparatus 500 correspond to various steps in the method described with reference to fig. 2. Thus, the operations, features and resulting advantages described above with respect to the method are also applicable to the apparatus 500 and the units included therein, and are not described herein again.
Referring now to FIG. 6, a block diagram of an electronic device (e.g., computing device 101 of FIG. 1)600 suitable for use in implementing some embodiments of the present disclosure is shown. The electronic device shown in fig. 6 is only an example, and should not bring any limitation to the functions and the scope of use of the embodiments of the present disclosure.
As shown in fig. 6, electronic device 600 may include a processing means (e.g., central processing unit, graphics processor, etc.) 601 that may perform various appropriate actions and processes in accordance with a program stored in a Read Only Memory (ROM)602 or a program loaded from a storage means 608 into a Random Access Memory (RAM) 603. In the RAM603, various programs and data necessary for the operation of the electronic apparatus 600 are also stored. The processing device 601, the ROM 602, and the RAM603 are connected to each other via a bus 604. An input/output (I/O) interface 605 is also connected to bus 604.
Generally, the following devices may be connected to the I/O interface 605: input devices 604 including, for example, a touch screen, touch pad, keyboard, mouse, camera, microphone, accelerometer, gyroscope, etc.; output devices 607 including, for example, a Liquid Crystal Display (LCD), a speaker, a vibrator, and the like; storage 608 including, for example, tape, hard disk, etc.; and a communication device 609. The communication means 609 may allow the electronic device 600 to communicate with other devices wirelessly or by wire to exchange data. While fig. 6 illustrates an electronic device 600 having various means, it is to be understood that not all illustrated means are required to be implemented or provided. More or fewer devices may alternatively be implemented or provided. Each block shown in fig. 6 may represent one device or may represent multiple devices as desired.
In particular, according to some embodiments of the present disclosure, the processes described above with reference to the flow diagrams may be implemented as computer software programs. For example, some embodiments of the present disclosure include a computer program product comprising a computer program embodied on a computer readable medium, the computer program comprising program code for performing the method illustrated in the flow chart. In some such embodiments, the computer program may be downloaded and installed from a network through the communication device 609, or installed from the storage device 608, or installed from the ROM 602. The computer program, when executed by the processing device 601, performs the above-described functions defined in the methods of some embodiments of the present disclosure.
It should be noted that the computer readable medium described in some embodiments of the present disclosure may be a computer readable signal medium or a computer readable storage medium or any combination of the two. A computer readable storage medium may be, for example, but not limited to, an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or any combination of the foregoing. More specific examples of the computer readable storage medium may include, but are not limited to: an electrical connection having one or more wires, a portable computer diskette, a hard disk, a Random Access Memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disc read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing. In some embodiments of the disclosure, a computer readable storage medium may be any tangible medium that can contain, or store a program for use by or in connection with an instruction execution system, apparatus, or device. In some embodiments of the present disclosure, however, a computer readable signal medium may include a propagated data signal with computer readable program code embodied therein, for example, in baseband or as part of a carrier wave. Such a propagated data signal may take many forms, including, but not limited to, electro-magnetic, optical, or any suitable combination thereof. A computer readable signal medium may also be any computer readable medium that is not a computer readable storage medium and that can communicate, propagate, or transport a program for use by or in connection with an instruction execution system, apparatus, or device. Program code embodied on a computer readable medium may be transmitted using any appropriate medium, including but not limited to: electrical wires, optical cables, RF (radio frequency), etc., or any suitable combination of the foregoing.
In some embodiments, the clients, servers may communicate using any currently known or future developed network Protocol, such as HTTP (HyperText Transfer Protocol), and may interconnect with any form or medium of digital data communication (e.g., a communications network). Examples of communication networks include a local area network ("LAN"), a wide area network ("WAN"), the Internet (e.g., the Internet), and peer-to-peer networks (e.g., ad hoc peer-to-peer networks), as well as any currently known or future developed network.
The computer readable medium may be embodied in the apparatus; or may exist separately without being assembled into the electronic device. The computer readable medium carries one or more programs which, when executed by the electronic device, cause the electronic device to: evaluating the value of each item information to be displayed in the at least one item information to generate a value score, and obtaining at least one value score; performing shelf pre-distribution on the at least one item information to be displayed to generate an item information group set to be displayed based on the at least one value; automatically displaying each to-be-displayed article information group in the to-be-displayed article information group set to generate article display information to obtain an article display information set; and for each item display information in the item display information set, transmitting the item display information to a display screen of a target terminal and controlling an automatic mechanical device to execute related operation, wherein the related operation is used for placing the item corresponding to the determined item display information.
Computer program code for carrying out operations for embodiments of the present disclosure may be written in any combination of one or more programming languages, including an object oriented programming language such as Java, Smalltalk, C + +, and conventional procedural programming languages, such as the "C" programming language or similar programming languages. The program code may execute entirely on the user's computer, partly on the user's computer, as a stand-alone software package, partly on the user's computer and partly on a remote computer or entirely on the remote computer or server. In the case of a remote computer, the remote computer may be connected to the user's computer through any type of network, including a Local Area Network (LAN) or a Wide Area Network (WAN), or the connection may be made to an external computer (for example, through the Internet using an Internet service provider).
The flowchart and block diagrams in the figures illustrate the architecture, functionality, and operation of possible implementations of systems, methods and computer program products according to various embodiments of the present disclosure. In this regard, each block in the flowchart or block diagrams may represent a module, segment, or portion of code, which comprises one or more executable instructions for implementing the specified logical function(s). It should also be noted that, in some alternative implementations, the functions noted in the block may occur out of the order noted in the figures. For example, two blocks shown in succession may, in fact, be executed substantially concurrently, or the blocks may sometimes be executed in the reverse order, depending upon the functionality involved. It will also be noted that each block of the block diagrams and/or flowchart illustration, and combinations of blocks in the block diagrams and/or flowchart illustration, can be implemented by special purpose hardware-based systems which perform the specified functions or acts, or combinations of special purpose hardware and computer instructions.
The units described in some embodiments of the present disclosure may be implemented by software, and may also be implemented by hardware. The described units may also be provided in a processor, and may be described as: a processor includes a value evaluation unit, a shelf pre-allocation unit, an automated display unit, and a control unit. Where the names of the units do not in some cases constitute a limitation on the units themselves, for example, the value evaluation unit may also be described as a "unit that evaluates the value of each of at least one item information to be displayed to generate a value score, resulting in at least one value score".
The functions described herein above may be performed, at least in part, by one or more hardware logic components. For example, without limitation, exemplary types of hardware logic components that may be used include: field Programmable Gate Arrays (FPGAs), Application Specific Integrated Circuits (ASICs), Application Specific Standard Products (ASSPs), systems on a chip (SOCs), Complex Programmable Logic Devices (CPLDs), and the like.
The foregoing description is only exemplary of the preferred embodiments of the disclosure and is illustrative of the principles of the technology employed. It will be appreciated by those skilled in the art that the scope of the invention in the embodiments of the present disclosure is not limited to the specific combination of the above-mentioned features, but also encompasses other embodiments in which any combination of the above-mentioned features or their equivalents is made without departing from the inventive concept as defined above. For example, the above features and (but not limited to) technical features with similar functions disclosed in the embodiments of the present disclosure are mutually replaced to form the technical solution.

Claims (13)

1. A method of displaying an item comprising:
evaluating the value of each item information to be displayed in the at least one item information to generate a value score, and obtaining at least one value score;
performing shelf pre-distribution on the at least one item information to be displayed to generate a set of item information to be displayed based on the at least one value score;
automatically displaying each to-be-displayed article information group in the to-be-displayed article information group set to generate article display information, so as to obtain an article display information set;
and for each item display information in the item display information set, sending the item display information to a display screen of a target terminal and controlling an automatic mechanical device to execute related operation, wherein the related operation is used for placing the item corresponding to the determined item display information.
2. The method of claim 1, wherein the information on the items to be displayed of the at least one information on the items to be displayed comprises: article sign, article category, article appointed layer information, article display direction, article circulation time, article traffic volume, article traffic value, article obtain value, price correlation information and the delay rice that the display accounts for, article display direction includes: left and right display and up and down display; and
the value evaluation of each item information to be displayed in at least one item information to be displayed to generate a value score comprises the following steps:
in response to the fact that the information of the articles to be displayed meets the information of the articles to be displayed, evaluating the value of the information of the articles to be displayed to generate a value, wherein the information of the articles to be displayed is that the article circulation time included in the information of the articles to be displayed is within a preset time range.
3. The method of claim 2, wherein said shelf pre-allocating the at least one item information to be displayed to generate a set of item information to be displayed based on the at least one value score comprises:
performing shelf pre-distribution on each item information to be displayed in the at least one item information to be displayed to generate item shelf information based on the at least one value to obtain an item shelf information set;
grouping the at least one item information to be displayed based on the item shelf information set to generate a set of item information to be displayed.
4. The method of claim 3, wherein the item shelf information in the set of item shelf information comprises: an item initial face value and shelf information, the shelf information comprising: shelf identification information, shelf width, and shelf space; and
the shelf pre-allocating each item information to be displayed in the at least one item information to be displayed to generate item shelf information based on the at least one value to obtain an item shelf information set, including:
sequencing the information of the at least one article to be displayed according to the sequence of the value values from large to small to obtain an information sequence of the article to be displayed;
grouping the information sequences of the articles to be displayed to generate a first information group of the articles to be displayed and a second information group of the articles to be displayed;
and in response to the fact that the first to-be-displayed item information group and the second to-be-displayed item information group meet a preset constraint condition group, generating an item initial face value corresponding to each to-be-displayed item information in the to-be-displayed item information sequence based on a preset item face value range set and a preset extended meter occupied by shelf display, and obtaining an item initial face value set.
5. The method of claim 4, wherein the shelf pre-assigning each item information to be displayed of the at least one item information to be displayed to generate item shelf information based on the at least one value to obtain an item shelf information set, further comprises:
performing article classification on the at least one article information to be displayed to generate a classified article information group set to be displayed;
based on the article initial face value set, determining shelf identification information corresponding to each classified article information to be displayed in the classified article information group set to obtain a shelf identification information group set;
and determining the shelf width and shelf space corresponding to each shelf identification information in the shelf identification information group set to obtain a shelf width group set and a shelf space group set.
6. The method of claim 5, wherein the grouping the at least one item information to be displayed based on the item shelf information set to generate an item information set to be displayed comprises:
selecting information of the articles to be displayed meeting a combination condition from the information of the at least one article to be displayed to form an information group of the articles to be displayed, and obtaining an information group set of the articles to be displayed, wherein the combination condition is as follows: and the goods shelf information corresponding to the information of the goods to be displayed comprises the same shelf identification information.
7. The method of claim 6, wherein said automatically displaying each of said set of item information sets to be displayed to generate item display information comprises:
determining the quantity value of the information of the articles to be displayed in the information group of the articles to be displayed;
randomly generating an initial item configuration information set based on the quantitative value, wherein initial item configuration information in the initial item configuration information set comprises: an article display face position information group, an article display mode information group and an article display order information group.
8. The method of claim 7, wherein said automatically displaying each of said set of information sets of items to be displayed to generate item display information, further comprises:
based on the initial item configuration information set, performing the following generating steps:
updating each initial article configuration information in the initial article configuration information set based on the article shelf information set to generate updated initial article configuration information, obtaining at least one updated initial article configuration information;
performing packing processing on an article information group to be displayed corresponding to each piece of updated initial article configuration information in the at least one piece of updated initial article configuration information to generate candidate display information to obtain a candidate display information set;
performing display quality evaluation on each candidate display information in the candidate display information set to generate an article display quality score value to obtain an article display quality score value set;
selecting candidate display information with the smallest corresponding product display quality score value from the candidate display information set as target product display information;
and in response to determining that the target article display information meets a preset condition, determining the target article display information as article display information corresponding to the article information group to be displayed.
9. The method of claim 8, wherein said automatically displaying each of said set of information sets of items to be displayed to generate item display information, further comprises:
in response to determining that the target item display information does not satisfy the preset condition, propagating and mutating the target item display information to generate an item configuration information set as the initial item configuration information set, the generating step being performed again.
10. The method of claim 9, wherein the binning the set of item information to be displayed for each of the at least one updated initial item configuration information to generate candidate display information comprises:
performing box separation processing on each item information to be displayed in the item information group to be displayed corresponding to the updated initial item configuration information to generate shelf box separation information, so as to obtain a shelf box separation information group;
and performing article boxing processing on the article information group to be displayed corresponding to the updated initial article configuration information to generate candidate display information based on the shelf binning information group and preset service configuration.
11. An article display apparatus comprising:
the value evaluation unit is configured to evaluate the value of each item information to be displayed in the at least one item information to be displayed to generate a value score, and obtain at least one value score;
a shelf pre-allocation unit configured to shelf pre-allocate the at least one item information to be displayed to generate a set of item information to be displayed based on the at least one value score;
an automatic display unit configured to perform automatic display processing on each to-be-displayed article information group in the to-be-displayed article information group set to generate article display information, so as to obtain an article display information set;
and the control unit is configured to transmit the article display information to a display screen of a target terminal and control an automatic mechanical device to execute related operation for each article display information in the article display information set, wherein the related operation is used for placing the article corresponding to the determined article display information.
12. An electronic device, comprising:
one or more processors;
a storage device having one or more programs stored thereon;
when executed by the one or more processors, cause the one or more processors to control an automated machinery apparatus to perform the method of any one of claims 1-10.
13. A computer-readable medium, on which a computer program is stored, wherein the program, when executed by a processor, implements the method of any one of claims 1-10.
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