CN110189187A - Merchandise control method, apparatus, computer equipment and storage medium - Google Patents
Merchandise control method, apparatus, computer equipment and storage medium Download PDFInfo
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- CN110189187A CN110189187A CN201910298823.XA CN201910298823A CN110189187A CN 110189187 A CN110189187 A CN 110189187A CN 201910298823 A CN201910298823 A CN 201910298823A CN 110189187 A CN110189187 A CN 110189187A
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- 238000000034 method Methods 0.000 title claims abstract description 55
- 238000003860 storage Methods 0.000 title claims abstract description 27
- 238000002372 labelling Methods 0.000 claims abstract description 35
- 238000000605 extraction Methods 0.000 claims abstract description 20
- 238000004590 computer program Methods 0.000 claims description 16
- 238000001514 detection method Methods 0.000 claims description 6
- 239000000284 extract Substances 0.000 claims description 6
- 238000010586 diagram Methods 0.000 description 15
- 239000008157 edible vegetable oil Substances 0.000 description 6
- 238000005516 engineering process Methods 0.000 description 4
- 230000004048 modification Effects 0.000 description 4
- 238000012986 modification Methods 0.000 description 4
- 239000000312 peanut oil Substances 0.000 description 4
- 230000009261 transgenic effect Effects 0.000 description 3
- 235000010469 Glycine max Nutrition 0.000 description 2
- 244000068988 Glycine max Species 0.000 description 2
- 235000019483 Peanut oil Nutrition 0.000 description 2
- 244000062793 Sorghum vulgare Species 0.000 description 2
- 239000008267 milk Substances 0.000 description 2
- 210000004080 milk Anatomy 0.000 description 2
- 235000013336 milk Nutrition 0.000 description 2
- 235000019713 millet Nutrition 0.000 description 2
- 230000006641 stabilisation Effects 0.000 description 2
- 238000011105 stabilization Methods 0.000 description 2
- 238000006467 substitution reaction Methods 0.000 description 2
- 241001372210 Gobioides broussonnetii Species 0.000 description 1
- 235000007189 Oryza longistaminata Nutrition 0.000 description 1
- 240000007594 Oryza sativa Species 0.000 description 1
- 235000007164 Oryza sativa Nutrition 0.000 description 1
- 235000019486 Sunflower oil Nutrition 0.000 description 1
- 238000004891 communication Methods 0.000 description 1
- 239000012141 concentrate Substances 0.000 description 1
- 230000000694 effects Effects 0.000 description 1
- 230000005611 electricity Effects 0.000 description 1
- 235000013305 food Nutrition 0.000 description 1
- 230000006870 function Effects 0.000 description 1
- 239000010931 gold Substances 0.000 description 1
- 229910052737 gold Inorganic materials 0.000 description 1
- 239000010985 leather Substances 0.000 description 1
- 238000004519 manufacturing process Methods 0.000 description 1
- 239000000463 material Substances 0.000 description 1
- 238000005192 partition Methods 0.000 description 1
- 238000002360 preparation method Methods 0.000 description 1
- 230000011514 reflex Effects 0.000 description 1
- 230000008439 repair process Effects 0.000 description 1
- 230000011218 segmentation Effects 0.000 description 1
- 229910001220 stainless steel Inorganic materials 0.000 description 1
- 239000010935 stainless steel Substances 0.000 description 1
- 239000002600 sunflower oil Substances 0.000 description 1
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q30/00—Commerce
- G06Q30/06—Buying, selling or leasing transactions
- G06Q30/0601—Electronic shopping [e-shopping]
- G06Q30/0605—Supply or demand aggregation
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q30/00—Commerce
- G06Q30/06—Buying, selling or leasing transactions
- G06Q30/0601—Electronic shopping [e-shopping]
- G06Q30/0621—Item configuration or customization
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q30/00—Commerce
- G06Q30/06—Buying, selling or leasing transactions
- G06Q30/0601—Electronic shopping [e-shopping]
- G06Q30/0623—Item investigation
- G06Q30/0625—Directed, with specific intent or strategy
- G06Q30/0629—Directed, with specific intent or strategy for generating comparisons
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Abstract
The embodiment of the present application provides a kind of merchandise control method, apparatus, computer equipment and storage medium, realizes the intelligent management to commodity.The described method includes: obtaining specification attribute, the parameter details, descriptive labelling information of the commodity if detecting commodity restocking；Go out the main feature of the commodity according to the specification attribute of the commodity, parameter details, descriptive labelling information extraction；Feature corresponding to the main feature of the commodity and preset multiple groups commodity sign is matched；If successful match, using the commodity as a commodity in this group of commodity sign of successful match, using the commodity with other commodity in this group of commodity sign as with group commodity.Commodity grouping is managed by the embodiment of the present application by information such as the specification attribute of acquisition commodity, parameter details, descriptive labellings, carries out merchandise control convenient for enterprise's shopping platform, improves speed and efficiency that enterprise's shopping platform carries out merchandise control.
Description
Technical field
This application involves technical field of data processing more particularly to a kind of merchandise control method, apparatus, computer equipment and
Storage medium.
Background technique
Enterprise's shopping platform is by providing commodity selection abundant with vendors cooperation for platform user, but in band
Come platform it is convenient while, it is also possible to there are the same commodity due to the different situation of price from different suppliers.And
Since each supplier is different to the name of product and description, the difficulty of the same commodity of land identification is caused, land identification is increased
The difficulty of same commodity reduces enterprise's shopping platform to the speed and efficiency of merchandise control.
Summary of the invention
The embodiment of the present application provides a kind of merchandise control method, apparatus, computer equipment and storage medium, can be improved to quotient
The speed and efficiency that product are managed.
In a first aspect, the embodiment of the present application provides a kind of merchandise control method, this method comprises:
If detecting commodity restocking, specification attribute, the parameter details, descriptive labelling information of the commodity are obtained；According to institute
State the specification attributes of commodity, parameter details, descriptive labelling information extraction go out the main features of the commodity；By the main spy of the commodity
Feature corresponding to preset multiple groups commodity sign of seeking peace is matched；If successful match, using the commodity as successful match
This group of commodity sign in a commodity, the commodity and other commodity in this group of commodity sign are used as with organizing commodity.
Second aspect, the embodiment of the invention provides a kind of merchandise control devices, which includes for holding
The corresponding unit of method described in the above-mentioned first aspect of row.
The third aspect, the embodiment of the invention provides a kind of computer equipment, the computer equipment includes memory, with
And the processor being connected with the memory；
The memory is for storing computer program, and the processor is for running the calculating stored in the memory
Machine program, to execute method described in above-mentioned first aspect.
Fourth aspect, the embodiment of the invention provides a kind of computer readable storage medium, the computer-readable storage
Media storage has computer program, when the computer program is executed by processor, realizes method described in above-mentioned first aspect.
The embodiment of the present application is by information such as the specification attribute of acquisition commodity, parameter details, descriptive labellings, to extract commodity
Main feature, identified whether according to main feature as same group of commodity, in this way, commodity grouping is managed, done shopping convenient for enterprise
Platform carries out merchandise control, improves speed and efficiency that enterprise's shopping platform carries out merchandise control.
Detailed description of the invention
Technical solution in order to illustrate the embodiments of the present invention more clearly, below will be to needed in embodiment description
Attached drawing is briefly described, it should be apparent that, drawings in the following description are some embodiments of the invention, general for this field
For logical technical staff, without creative efforts, it is also possible to obtain other drawings based on these drawings.
Fig. 1 is the flow diagram of merchandise control method provided by the embodiments of the present application；
Fig. 2 is the sub-process schematic diagram of merchandise control method provided by the embodiments of the present application；
Fig. 3 is the sub-process schematic diagram of merchandise control method provided by the embodiments of the present application；
Fig. 4 is the sub-process schematic diagram of merchandise control method provided by the embodiments of the present application；
Fig. 5 is the sub-process schematic diagram of merchandise control method provided by the embodiments of the present application；
Fig. 6 is the schematic block diagram of merchandise control device provided by the embodiments of the present application；
Fig. 7 is the schematic block diagram of feature extraction unit provided by the embodiments of the present application；
Fig. 8 is the schematic block diagram of commodity group determination unit provided by the embodiments of the present application；
Fig. 9 is another schematic block diagram of commodity group determination unit provided by the embodiments of the present application；
Figure 10 is the schematic block diagram of characteristic matching unit provided by the embodiments of the present application；
Figure 11 is the schematic block diagram of computer equipment provided by the embodiments of the present application.
Specific embodiment
Below in conjunction with the attached drawing in the embodiment of the present application, technical solutions in the embodiments of the present application carries out clear, complete
Site preparation description, it is clear that described embodiment is some embodiments of the present application, instead of all the embodiments.Based on this Shen
Please in embodiment, every other implementation obtained by those of ordinary skill in the art without making creative efforts
Example, shall fall in the protection scope of this application.
It should be noted that the application scenarios in the embodiment of the present application are illustrated with enterprise's shopping platform.It is understood that
Ground, the scheme in the application can also be applied in other commodity platforms.
Fig. 1 is the flow diagram of merchandise control method provided by the embodiments of the present application.As shown in Figure 1, this method includes
S101-S104。
S101 obtains specification attribute, the parameter details, descriptive labelling information of the commodity if detecting commodity restocking.
Wherein, it detects commodity restocking, is interpreted as commodity and uploads to enterprise's shopping platform.Enterprise's shopping is uploaded in commodity
During platform, the merchandise newss such as specification attribute, parameter details, descriptive labelling can be filled in, the reception of enterprise's shopping platform is filled out
The merchandise newss such as specification attribute, parameter details, the descriptive labelling write.Wherein, specification attribute includes size (37 yards, S code etc.), face
Color (red, yellow etc.), weight (kg), capacity (L/ml, memory capacity etc.), one in size (size, length etc.) or
It is multiple.Parameter details include brand, model/money number, the place of production, processing technology/fashion elements (bandage, squeezing etc.), material (skin
Leather, stainless steel etc.), pattern (single shoulder), scene on probation/age on probation (leisure, it is daily, give gifts etc. or youth, old age etc.), on
City's time etc..Wherein, each commodity further include having other parameter details, if clothes skirt further includes skirt length, skirt type, sleeve type
Deng.Descriptive labelling includes product name and/or some description informations to the commodity.Such as product name are as follows: Nikon (Nikon)
D5300 (18-55mm) covers the single-lens suit of machine entry level digital single-lens reflex camera；Corresponding description includes: built-in WIFI 24,160,000
Pixel stabilization camera lens overturning screen is easily shared！Stabilization of geting started photography little Bai indispensability etc..It should be noted that the above specification attribute,
The information such as parameter details, descriptive labelling solely for the purpose of illustration, to facilitate the technical solution understood in the application.
S102 goes out the main spy of the commodity according to the specification attribute of the commodity, parameter details, descriptive labelling information extraction
Sign.
It should be noted that the main feature that inhomogeneity purpose commodity extract is different.Such as edible oil, the electricity of foodstuff now
Main feature corresponding to the commodity such as the cell phone under sub- product is different.Edible oil such as foodstuff now extracts
Main feature out include brand, model, processing technology, specification capacity, credit rating, whether transgenosis etc..Such as respectively correspond Shandong
Flower, peanut oil, physical squeezing, 4.5L, level-one, non-transgenic etc..Such as the cell phone product under electronic product is extracted
Main feature include brand, model, network type, memory capacity (may further include running memory etc.), fuselage color, network mould
Formula etc..Such as respectively correspond xx brand, xxx8,4G+ the whole network lead to, 256G (running memory 4G), black, double-card dual-standby.Inhomogeneity
Different classes of commodity in mesh need the main feature extracted needs to be analyzed and set in advance.
In one embodiment, as shown in Fig. 2, step S102 includes the following steps S201-S205.
S201 segments the specification attribute of the commodity, parameter details, descriptive labelling information.
Wherein, participle tool can be used to be segmented, such as segmenting tool can be stammerer participle, select the essence of stammerer participle
The text information that true mode concentrates data segments, and is retouched specification attribute, parameter details, the commodity to commodity by segmenting
It states the text information in information and is divided into multiple words, such as message " I comes Qinhua Univ., Beijing ", word segmentation result is that " I comes north
Capital Tsinghua University ".
S202, detects whether the commodity have category information.
Some enterprise's shopping platforms will select corresponding category information when commodity upload, i.e., when commodity upload
The classification of commodity is just had determined, in this way, will include the category information of commodity in merchandise news.It is in detection merchandise news
The no category information for having the commodity.As the category information of some commodity can be with are as follows: food-edible oil-Jin Longyu-peanut oil
Deng.
If the commodity have category information, step S203 is executed；If the commodity do not have category information, step is executed
S204。
S203 obtains the category information of the commodity.
S204 determines the category information of the commodity according to the keyword after participle.
Firstly, according to information such as the brand of the keyword extraction commodity after participle and models, as obtained " nine sun " after segmenting
" soy bean milk making machine " is matched further according to preset scheme of classes, it may be determined that the classification of the commodity is household electrical appliances, and further can determine is
The soy bean milk making machine of household appliances now." good fortune is near the house " " edible oil " is obtained after such as segmenting, is matched according to preset scheme of classes, it can be true
The classification of the fixed commodity is food, further can determine it is the edible oil of foodstuff now.The category information of commodity can basis
Whether the condition of merchandise of enterprise's shopping platform is seen needs further to be refined or without refinement etc..As the shopping of some enterprises is flat
If commodity are more in platform, the category information of commodity can refine to food-edible oil-Jin Longyu-peanut oil, or can again into
The refinement of one step；As some enterprise's shopping platform commodity do not have it is so much in the case where, the category information of commodity can be food-
Edible oil-gold dragonfish etc..
S205, according to the category information of the main feature of preset classification and the identified commodity, from the pass after participle
Main feature corresponding to the commodity is extracted in keyword.
Main features some to each class assignment in advance, such as the edible oil of foodstuff now, the main feature extracted
Including brand, model, processing technology, specification capacity, credit rating, whether transgenosis etc..According to the main feature of preset classification
With the category information of identified commodity, main feature corresponding to commodity is extracted from the keyword after participle, is such as extracted
Main feature are as follows: Lu Hua, peanut oil, physical squeezing, 4.5L, level-one, non-transgenic etc..It should be noted that the main spy extracted
Levy at least includes brand, model, specification attribute etc..Brand, model, the complete phase of specification attribute are at least needed with group commodity
Together.
Fig. 2 further defines the specification attribute to commodity, parameter details, descriptive labelling information and segments, further according to
The main feature of preset classification extracts main feature corresponding to commodity.
S103 matches feature corresponding to the main feature of the commodity and preset multiple groups commodity sign.
Wherein, feature corresponding to multiple groups commodity sign and multiple groups commodity sign is preserved in the database.Wherein,
Multiple groups commodity sign in database is generated previously according to certain rule.Such as the edible oil commodity of foodstuff now, it is related to
There are a multiple groups commodity, every group of commodity are corresponding with a commodity sign, each commodity sign corresponding feature, as certain is organized under commodity
Corresponding feature includes that good fortune near the house (hold by (brand), sunflower oil (model), level-one squeezing (processing technology), 4.5L by specification
Amount), level-one (credit rating), non-transgenic etc..
Feature corresponding to the main feature of the commodity and preset multiple groups commodity sign is matched, if the master of the commodity
Feature corresponding to feature and preset a certain group of commodity sign exactly matches, it is determined that successful match, if the main spy of the commodity
Sign is matched with feature corresponding to preset all commodity signs all without successful match, then being prompted.
S104, if successful match, using the commodity as a commodity in this group of commodity sign of successful match, by institute
Commodity are stated to be used as with other commodity in this group of commodity sign with group commodity.
It is also preserved in the database with multiple merchandise newss in group commodity.In the present embodiment, according to extracting
Main feature is it is found that the same as being identical commodity in group commodity.
The embodiment by commodity restocking, obtaining the information such as the specification attributes of commodity, parameter details, descriptive labelling,
To extract the main feature of commodity, identified whether according to main feature as same group of commodity, in this way, in commodity restocking, it will commodity
It is grouped management, the speed and efficiency of merchandise control is improved, while the grouping of numerous commodity being managed, is purchased convenient for enterprise
Object platform carries out merchandise control, further improves speed and efficiency that enterprise's shopping platform carries out merchandise control.
In one embodiment, the merchandise control method, which further comprises the steps of:, determines preset multiple groups commodity sign and described
Feature corresponding to multiple groups commodity sign.
In one embodiment, as shown in figure 3, determining corresponding to preset multiple groups commodity sign and the multiple groups commodity sign
Feature, include the following steps S301-S305.
S301 obtains specification attribute, the parameter details, descriptive labelling information of commodity if detecting commodity restocking.
S302 goes out the feature of the commodity according to the specification attribute of the commodity, parameter details, descriptive labelling information extraction.Its
In, in the present embodiment, the feature of commodity is consistent with the main feature mentioned above.
S303, detects whether the feature in the commodity exists in the database.
If the feature in the commodity is not present in the database, step S304 is executed.If it exists, then without any place
Reason.
S304 generates a commodity sign.Wherein, commodity sign is generated according to preset rules.
S305 saves feature corresponding to commodity sign and the commodity sign, and using the commodity as the commodity sign
A commodity in one group of corresponding commodity are saved, in this way, to obtain multiple groups commodity sign and the multiple groups commodity
The corresponding feature of mark.
In the embodiment, dynamic is characterized in corresponding to the multiple groups commodity sign and multiple groups commodity sign in database
, i.e., with more and more commodity restockings, increase more and more commodity signs and commodity commodity sign in the database
Corresponding feature.In one embodiment, before being saved, preset multiple groups commodity sign and the multiple groups commodity are determined
The method of the corresponding feature of mark can also include: the modification for receiving user to the feature extracted, to carry out the qi that disappears.Into
Row disappears, and to be that each supplier fills in the relevant information of product nonstandard for the purpose of qi, such as red rice and millet, all uniformly repairs
It is changed to millet.
In one embodiment, as shown in figure 4, determining corresponding to preset multiple groups commodity sign and the multiple groups commodity sign
Feature, include the following steps S401-S404.
S401, specification attribute, parameter details, the commodity for obtaining all or part of commodity in other online shopping platforms are retouched
State information.
S402 goes out the feature of commodity according to the specification attribute of commodity, parameter details, descriptive labelling information extraction.Wherein, exist
In the present embodiment, the feature of commodity is consistent with the main feature mentioned above.
S403 the feature of the commodity extracted is compared to delete the identical feature group of product features, so that
Remaining every group of feature is all different.It is to be appreciated that due to same commodity have it is multiple, accordingly, it is possible in the presence of the commodity extracted
Feature in there is the feature group corresponding to many commodity to be all identical, then deleting identical so that last same commodity
In leave behind a feature group.
S404 generates a commodity sign for remaining every group of feature, commodity sign and corresponding feature is saved, with
Obtain feature corresponding to multiple groups commodity sign and the multiple groups commodity sign.
In the program, feature corresponding to a large amount of commodity sign and commodity sign is obtained at the beginning.Implement one
In example, before being saved, the side of feature corresponding to preset multiple groups commodity sign and the multiple groups commodity sign is determined
Method can also include: the modification for receiving user to the feature extracted, to carry out the qi that disappears.
Fig. 3 and embodiment shown in Fig. 4, which are further defined, is grouped mark for commodity, and extracts every group of commodity
Feature.In this way, commodity grouping is managed, convenient for the management that enterprise's shopping platform refines commodity, pipe is improved
Manage efficiency.
In other embodiments, after the main feature for extracting commodity, by the main feature of commodity and preset multiple groups commodity sign
Corresponding feature is matched, i.e. step S103 includes the following steps S501-S505.
S501, by corresponding to main feature of the commodity other than brand and preset multiple groups commodity sign in addition to
Feature except brand is matched.
S502, judge the commodity the main feature other than brand whether with corresponding to preset multiple groups commodity sign
The characteristic matching other than brand.If matching, thens follow the steps S503, if mismatching, S505 is thened follow the steps.
S503, judge the commodity brand whether the brand with other commodity corresponding to matched this group of commodity sign
In preset brand rate range.Can save different brands grade in the database, include in a brand grade it is multiple not
Same brand, multiple and different brands in a brand grade mean that the brand effect of the different brands is suitable.If the commodity
Brand and matched this group of commodity sign corresponding to other Brands belong to the same brand grade, then determine default
Brand rate range in, otherwise, it is determined that not in preset brand rate range.If in preset brand rate range,
Execute step S504；If executing step S505 not in preset brand rate range.
S504 determines successful match.
S505 determines that it fails to match.
It is to be appreciated that other features are all identical, if the product of commodity if feature of the main feature other than brand in commodity
Board is in a brand rate range, then can also treat using this kind of commodity as with group commodity.In this way, improve to commodity into
The speed and efficiency of row management, convenient for further being operated to same group of commodity.
In one embodiment, the merchandise control method is other than above-mentioned steps S101-S104, the method also includes
Following steps:
Calculate the commodity and the price price difference with other commodity in group commodity；Judge the price price difference whether pre-
If in Spread Range；If the commodity and the price price difference with other commodity in group commodity are not being preset in Spread Range, under
Commodity described in frame.
In the present embodiment, calculating price price difference can be using price average price as standard.Specifically, described to calculate the commodity
With the price price difference of other commodity in same group of commodity, comprising: the price average price with other commodity in group commodity is calculated,
In, all prices are all the prices normally bought and sold, i.e. user without using discount coupon etc., pay by purchase commodity needs
Price；The price difference percentage between the commodity and the price average price of other commodity in same group commodity is calculated, by price difference percentage
Than as price price difference.It is to be appreciated that being identical commodity with organizing in commodity, then the price price difference of identical commodity is answered
This is not too large, therefore, a default Spread Range is arranged, wherein default Spread Range can be negative 10% to positive 10%.In advance
If different values can also be arranged in Spread Range according to the difference of classification.If price price difference is not being preset in Spread Range, under
The frame commodity；If price price difference is in default Spread Range, normal restocking.
The embodiment is in the case where commodity are identical, undercarriage selling at exorbitant prices and the too low commodity of undercarriage price, to keep away
Exempt from the appearance of counterfeit and shoddy goods, while also avoiding price too low and bring illegitimate competition, in this way, improving enterprise's shopping
The speed and efficiency of platform progress merchandise control；The commodity of undercarriage selling at exorbitant prices simultaneously, have saved cost, i.e., for like products
For, enterprise's shopping platform will not purchase the commodity of also not restocking selling at exorbitant prices, so convenient for enterprise's shopping platform buying at
This control improves the efficiency of the cost control of enterprise's shopping platform.
In other embodiments, when calculating the commodity and the same price price difference for organizing other commodity in commodity, with same group of quotient
Lowest price in product is standard, calculates the price difference percentage between the commodity and the lowest price.
Fig. 6 is the schematic block diagram of merchandise control device provided by the embodiments of the present application.As shown in fig. 6, the device includes
For executing unit corresponding to above-mentioned merchandise control method.Specifically, as shown in fig. 6, the device 60 includes acquisition of information list
Member 601, feature extraction unit 602, characteristic matching unit 603, same group determination unit 604.
Information acquisition unit 601, if for detecting commodity restocking, obtain the specification attributes of the commodity, parameter details,
Descriptive labelling information.
Feature extraction unit 602, for according to the specification attribute of the commodity, parameter details, descriptive labelling information extraction
The main feature of the commodity out.
In one embodiment, as shown in fig. 7, feature extraction unit 602 includes participle unit 701, classification detection unit
702, classification acquiring unit 703, classification determination unit 704 and main eigen unit 705.Wherein, participle unit 701 are used
It is segmented in the specification attribute to the commodity, parameter details, descriptive labelling information.Classification detection unit 702, for detecting
Whether the commodity have category information.Classification acquiring unit 703 obtains the commodity if having category information for the commodity
Category information.Classification determination unit 704 determines if not having category information for the commodity according to the keyword after participle
The category information of the commodity.Main eigen unit 705, for according to the main feature of preset classification and identified described
The category information of commodity extracts main feature corresponding to the commodity from the keyword after participle.
Characteristic matching unit 603, for by spy corresponding to the main feature of the commodity and preset multiple groups commodity sign
Sign is matched.
With group determination unit 604, if successful match is used for, using the commodity as in this group of commodity sign of successful match
A commodity, the commodity and other commodity in this group of commodity sign are used as with organizing commodity.
In one embodiment, the merchandise control device further includes commodity group determination unit.Commodity group determination unit, is used for
Determine feature corresponding to preset multiple groups commodity sign and the multiple groups commodity sign.
In one embodiment, as shown in figure 8, commodity group determination unit 80 is mentioned including first acquisition unit 801, fisrt feature
Take that unit 802, there are detection unit 803, identification generation unit 804 and the first storage units 805.Wherein, first list is obtained
Member 801, for detecting commodity restocking, obtains specification attribute, the parameter details, descriptive labelling information of commodity.Fisrt feature mentions
Unit 802 is taken, for going out the feature of the commodity according to the specification attribute of the commodity, parameter details, descriptive labelling information extraction.It deposits
In detection unit 803, for detecting whether the feature in the commodity exists in the database.Identification generation unit 804, if for
Feature in the commodity is not present in the database, generates a commodity sign.First storage unit 805, for saving commodity
Feature corresponding to mark and the commodity sign, and using the commodity as in one group of commodity corresponding to the commodity sign
One commodity is saved, in this way, to obtain feature corresponding to multiple groups commodity sign and the multiple groups commodity sign.
In one embodiment, as shown in figure 9, commodity group determination unit 90 is mentioned including second acquisition unit 901, second feature
It takes unit 902, delete unit 903 and the second storage unit 904.Wherein, second acquisition unit 901, for obtaining other nets
Purchase the specification attribute of all or part of commodity, parameter details, descriptive labelling information in platform.Second feature extraction unit
902, for going out the feature of commodity according to the specification attribute of commodity, parameter details, descriptive labelling information extraction.Unit 903 is deleted,
For being compared the feature of the commodity extracted to delete the identical feature group of product features, so that remaining every group
Feature is all different.Second storage unit 904, for for remaining every group of feature generate a commodity sign, by commodity sign with
Corresponding feature saves, to obtain feature corresponding to multiple groups commodity sign and the multiple groups commodity sign.
In other embodiments, as shown in Figure 10, characteristic matching unit 603 includes product features matching unit 101, matching
Judging unit 102, brand judging unit 103, matching determination unit 104.Wherein, product features matching unit 101 is used for institute
State commodity main feature other than brand and preset multiple groups commodity sign corresponding to feature other than brand into
Row matching.Matching judgment unit 102, for judge the commodity the main feature other than brand whether with preset multiple groups
Characteristic matching corresponding to commodity sign other than brand.Brand judging unit 103, if for the commodity in addition to product
Characteristic matching corresponding to main feature and preset multiple groups commodity sign except board other than brand, judges the commodity
Brand whether with the brands of other commodity corresponding to matched this group of commodity sign in preset brand rate range.?
With determination unit 104, if for determining successful match in preset brand rate range.Determination unit 104 is matched, is also used
If in not in preset brand rate range, if the commodity main feature other than brand and preset multiple groups
Feature corresponding to commodity sign other than brand mismatches, and determines that it fails to match.
In one embodiment, the merchandise control device 60 further includes price difference computing unit, price difference judging unit, undercarriage list
Member.Wherein, price difference computing unit, for calculating the commodity and with the price price difference of other commodity in group commodity.Price difference is sentenced
Disconnected unit, for judging price price difference whether in default Spread Range.Undercarriage unit, if for the commodity and with group commodity
In other commodity price price difference not in default Spread Range, commodity described in undercarriage.
It should be noted that it is apparent to those skilled in the art that, the tool of above-mentioned apparatus and each unit
Body realizes process, can be no longer superfluous herein with reference to the corresponding description in preceding method embodiment, for convenience of description and succinctly
It states.
Above-mentioned apparatus can be implemented as a kind of form of computer program, and computer program can be in meter as shown in figure 11
It calculates and is run on machine equipment.
Figure 11 is a kind of schematic block diagram of computer equipment provided by the embodiments of the present application.The equipment is that server etc. is set
It is standby, such as mobile terminal, PC terminal.The equipment 110 includes processor 112, memory and the net connected by system bus 111
Network interface 113, wherein memory may include non-volatile memory medium 114 and built-in storage 115.
The non-volatile memory medium 114 can storage program area 1141 and computer program 1142.This is non-volatile to deposit
, it can be achieved that merchandise control method described above when the computer program 1142 stored in storage media is executed by processor 112.
The processor 112 supports the operation of whole equipment for providing calculating and control ability.The built-in storage 115 is non-volatile
The operation of computer program in storage medium, which provides environment, may make processing when the computer program is executed by processor 112
Device 112 executes merchandise control method described above.The network interface 113 is for carrying out network communication.Those skilled in the art
It is appreciated that structure shown in Figure 11, only the block diagram of part-structure relevant to application scheme, is not constituted to this
The restriction for the equipment that application scheme is applied thereon, specific equipment may include than more or fewer portions as shown in the figure
Part perhaps combines certain components or with different component layouts.
Wherein, the processor 112 is for running computer program stored in memory, to realize above-mentioned commercial pipes
Any embodiment of reason method.
It should be appreciated that in the embodiment of the present application, alleged processor 112 can be central processing unit (Central
Processing Unit, CPU), which can also be other general processors, digital signal processor (Digital
Signal Processor, DSP), specific integrated circuit (application program lication Specific Integrated
Circuit, ASIC), ready-made programmable gate array (Field-Programmable Gate Array, FPGA) or other can
Programmed logic device, discrete gate or transistor logic, discrete hardware components etc..General processor can be microprocessor
Or the processor is also possible to any conventional processor etc..
Those of ordinary skill in the art will appreciate that be realize above-described embodiment method in all or part of the process,
It is that relevant hardware can be instructed to complete by computer program.The computer program can be stored in a storage medium,
The storage medium can be computer readable storage medium.The computer program is by the processing of at least one of the computer system
Device executes, to realize the process step of the embodiment of the above method.
Therefore, present invention also provides a kind of storage mediums.The storage medium can be computer readable storage medium.It should
Storage medium is stored with computer program, which when being executed by a processor, realizes above-mentioned merchandise control method
Any embodiment.
The storage medium can be USB flash disk, mobile hard disk, read-only memory (Read-Only Memory, ROM), magnetic disk
Or the various computer readable storage mediums that can store program code such as CD.
In several embodiments provided herein, it should be understood that disclosed device, device and method, it can be with
It realizes by another way.For example, the apparatus embodiments described above are merely exemplary, the division of the unit,
Only a kind of logical function partition, there may be another division manner in actual implementation.Those skilled in the art can be with
It is well understood, for convenience of description and succinctly, the specific work process of the device of foregoing description, equipment and unit can
With with reference to the corresponding process in preceding method embodiment, details are not described herein.The above, the only specific embodiment party of the application
Formula, but the protection scope of the application is not limited thereto, and anyone skilled in the art discloses in the application
In technical scope, various equivalent modifications or substitutions can be readily occurred in, these modifications or substitutions should all cover the guarantor in the application
Within the scope of shield.Therefore, the protection scope of the application should be subject to the protection scope in claims.
Claims (10)
1. a kind of merchandise control method, which is characterized in that the described method includes:
If detecting commodity restocking, specification attribute, the parameter details, descriptive labelling information of the commodity are obtained；
Go out the main feature of the commodity according to the specification attribute of the commodity, parameter details, descriptive labelling information extraction；
Feature corresponding to the main feature of the commodity and preset multiple groups commodity sign is matched；
If successful match, using the commodity as a commodity in this group of commodity sign of successful match, by the commodity with
Other commodity in this group of commodity sign are used as with group commodity.
2. the method according to claim 1, wherein it is described according to the specification attribute of the commodity, parameter details,
Descriptive labelling extracts the main feature of the commodity, comprising:
The specification attribute of the commodity, parameter details, descriptive labelling information are segmented；
Detect whether the commodity have category information；
If the commodity have category information, the category information of the commodity is obtained；
If the commodity do not have category information, the category information of the commodity is determined according to the keyword after participle；
According to the category information of the main feature of preset classification and the identified commodity, extracted from the keyword after participle
Main feature corresponding to the commodity out.
3. the method according to claim 1, wherein the method also includes: determine preset multiple groups commodity mark
Know and feature corresponding to the multiple groups commodity sign, wherein the preset multiple groups commodity sign of determination and the multiple groups quotient
The corresponding feature of product mark, comprising:
If detecting commodity restocking, specification attribute, the parameter details, descriptive labelling information of commodity are obtained；
Go out the feature of the commodity according to the specification attribute of the commodity, parameter details, descriptive labelling information extraction；
Detect whether the feature in the commodity exists in the database；
It is such as not present, generates a commodity sign；
Feature corresponding to commodity sign and the commodity sign is saved, and using the commodity as corresponding to the commodity sign
A commodity in one group of commodity are saved, in this way, right to obtain multiple groups commodity sign and multiple groups commodity sign institute
The feature answered.
4. the method according to claim 1, wherein the method also includes: determine preset multiple groups commodity mark
Know and feature corresponding to the multiple groups commodity sign, wherein the preset multiple groups commodity sign of determination and the multiple groups quotient
The corresponding feature of product mark, comprising:
Obtain the specification attribute of all or part of commodity, parameter details, descriptive labelling information in other online shopping platforms；
Go out the feature of commodity according to the specification attribute of commodity, parameter details, descriptive labelling information extraction；
The feature of the commodity extracted is compared to delete the identical feature group of product features, so that remaining every group
Feature is all different；
A commodity sign is generated for remaining every group of feature, commodity sign and corresponding feature are saved, to obtain multiple groups
Feature corresponding to commodity sign and the multiple groups commodity sign.
5. the method according to claim 1, wherein described by the main feature of the commodity and preset multiple groups quotient
The corresponding feature of product mark is matched, comprising:
By corresponding to main feature of the commodity other than brand and preset multiple groups commodity sign other than brand
Feature matched；
Judge the commodity the main feature other than brand whether with corresponding to preset multiple groups commodity sign in addition to product
Characteristic matching except board；
If matching, judge whether the brand of the commodity exists with the brands of other commodity corresponding to matched this group of commodity sign
In preset brand rate range；
If determining successful match in preset brand rate range；Otherwise, it determines it fails to match.
6. the method according to claim 1, wherein the method also includes:
Calculate the commodity and the price price difference with other commodity in group commodity；
If the commodity and the price price difference with other commodity in group commodity are not being preset in Spread Range, quotient described in undercarriage
Product.
7. a kind of merchandise control device, which is characterized in that the merchandise control device includes:
Information acquisition unit, if specification attribute, parameter details, the commodity for obtaining the commodity are retouched for detecting commodity restocking
State information；
Feature extraction unit, for going out the quotient according to the specification attribute of the commodity, parameter details, descriptive labelling information extraction
The main feature of product；
Characteristic matching unit, for by feature corresponding to the main feature of the commodity and preset multiple groups commodity sign carry out
Match；
With group determination unit, if successful match is used for, using the commodity as one in this group of commodity sign of successful match
Commodity, using the commodity with other commodity in this group of commodity sign as with group commodity.
8. merchandise control device according to claim 7, which is characterized in that the feature extraction unit includes:
Participle unit is segmented for the specification attribute to the commodity, parameter details, descriptive labelling information；
Classification detection unit, for detecting whether the commodity have category information；
Classification acquiring unit obtains the category information of the commodity if having category information for the commodity；
Classification determination unit determines the commodity according to the keyword after participle if not having category information for the commodity
Category information；
Main eigen unit, for according to the main feature of preset classification and the category information of the identified commodity, from
Main feature corresponding to the commodity is extracted in keyword after participle.
9. a kind of computer equipment, which is characterized in that the computer equipment includes memory, and is connected with the memory
Processor；
The memory is for storing computer program；The processor is for running the computer journey stored in the memory
Sequence, to execute as the method according to claim 1 to 6.
10. a kind of computer readable storage medium, which is characterized in that the computer-readable recording medium storage has computer journey
Sequence when the computer program is executed by processor, realizes as the method according to claim 1 to 6.
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| CN111291555A (en) * | 2020-02-28 | 2020-06-16 | 深圳市微购科技有限公司 | Commodity specification identification method and device and computer readable storage medium |
| CN112199451A (en) * | 2020-09-30 | 2021-01-08 | 京东数字科技控股股份有限公司 | Commodity identification method and device, computer equipment and storage medium |
| CN112488797A (en) * | 2020-12-14 | 2021-03-12 | 政采云有限公司 | Method, device, electronic equipment and medium for realizing automatic attachment of commodities to SPU (functional partitioning Unit) |
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| CN113420196A (en) * | 2021-06-07 | 2021-09-21 | 青岛海信智慧生活科技股份有限公司 | Commodity category determination method, device, equipment and medium |
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