CN104715374A - Method and system for governing repetition products of e-commerce platform - Google Patents
Method and system for governing repetition products of e-commerce platform Download PDFInfo
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- CN104715374A CN104715374A CN201310666430.2A CN201310666430A CN104715374A CN 104715374 A CN104715374 A CN 104715374A CN 201310666430 A CN201310666430 A CN 201310666430A CN 104715374 A CN104715374 A CN 104715374A
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Abstract
The invention provides a method and system for governing repetition products of an e-commerce platform. The method includes the following steps: (1) calculating the product similarity, and pushing products with the similarity larger than or equal to the threshold value to a seller in the mode of a repetition product set, wherein the repetition product set comprises a retaining product recommended by the system and at least one suspected repetition product; (2) enabling the seller to process the repetition product set, wherein processing comprises modification, deleting, removing off shelves and complaining, the repetition products enter a removing-off-shelve list if the seller does not process the repetition product set within the required time, and the retaining product enters a putaway list if the repetition products do not exist in the repetition product set after the seller processes the repetition product set; repeatedly executing the step (2) if the repetition products exist. By means of the method and system, the on-line product selling rate is improved, the effective collection amount and the weighting of a search engine are improved, the purchase experience of a buyer is improved, the platform data pressure is reduced, and an industrial manager can conveniently and efficiently govern one-line products.
Description
Technical field
The present invention relates to e-commerce field, more specifically, relate to administering method and system that e-commerce platform repeats product.
Background technology
People are not only often buyer in e-commerce field, are also sellers.Starting an undertaking at e-commerce platform has been a well selection.For promoting service quality and the Buyers's Experience of numerous sellers, e-commerce website is forged into a sincere transaction platform.
Seller according to the difference of season, stock, sales volume, can adjust commodity on sale, or different salesmans repeats to upload identical product, and the product on sale that result in same seller there will be and once or repeatedly repeats.Buyer, when buying, searches for simultaneously or browses to multiple identical or similar product, can have influence on the selection of buyer to a certain extent.Too much repetition product, occupies more storage space, increases the data pressure of electric business's platform.The enthusiasm that seller repeats product for process is not high, and undercarriage product of being unwilling, so still there is more repetition product in electric business's platform
That improves online product sells rate, increases the effectively amount of including and the weighting of search engine, improves the buying experience of buyer, reduce platform data pressure, and is convenient to the online product of the efficient management of industry manager.
The enthusiasm that seller revises repetition product is not high, does not reach the effect of expectation.So, in order to solve this problem, The present invention gives solution: UE Design guidance seller revises repetition product; The clear seller of guidance revises help and the example of repetition product.
Summary of the invention
In order to solve the problem, the invention provides the administering method that a kind of e-commerce platform repeats product, comprising the following steps:
Step 1: counting yield similarity, by the product of similarity >=threshold values, is pushed to seller with the form repeating product group; Described repetition product group comprises retained product and at least one doubtful repetition product of a system recommendation;
Step 2: seller processes described repetition product group, and described process comprises amendment, deletion, undercarriage, complaint, if seller in the stipulated time tramples not counterweight reproduce product group and process, then repeat the list of product introduction undercarriage;
Step 3: repeat after seller's process without repeating product in product group, then retained product enters added list; Repetition product is also had then to repeat step 2.
Preferably, described threshold values is the minimum of similarity, is a percentage.
In above-mentioned either a program preferably, the method for the similarity of counting yield described in step 1 is the MD5 value of the title of comparative product, description and picture.
In above-mentioned either a program preferably, the computing method step of described similarity is:
Step 11: compare picture MD5 value, when picture MD5 has any one equal, then assert that this product is doubtful repetition product;
Step 12: if step 1 is relatively rear dissimilar, then comparative product title MD5 value, if identical, then assert that this product is doubtful repetition product;
Step 13: if step 2 is relatively rear dissimilar, then the MD5 value after the regularization of comparative product title, if identical, then assert that this product is doubtful repetition product;
Step 14: if step 3 is relatively rear dissimilar, then the MD5 value after shorter description rule and the MD5 value of attribute, if having arbitrary identical, then assert that this product is doubtful repetition product;
Step 15: if step 4 is relatively rear dissimilar, then comparative product title text similarity, if similarity is more than or equal to the threshold values of given product title text, then assert that this product is doubtful repetition product.
In above-mentioned either a program preferably, described in determining step 1, the method for retained product is followed successively by:
The product selling record is had to be retained product;
Have the product of sales figure, what sales volume was high is retained product simultaneously;
Do not sell record, product uplink time more early be retained product.
In above-mentioned either a program preferably, when step 2 seller disposal route is for deleting, repeat will not there is doubtful repetition product in product group, retained product enters added list.
In above-mentioned either a program preferably, when step 2 seller disposal route is for amendment, amended doubtful repetition product introduction review procedure.
In above-mentioned either a program preferably, by the product introduction marketing procedure of described review procedure, not by the product introduction undercarriage list of review procedure.
In above-mentioned either a program preferably, described review procedure at least comprises the examination & verification of product similarity.
In above-mentioned either a program preferably, when step 2 seller disposal route is undercarriage, repeat will not there is doubtful repetition product, by the product introduction undercarriage list of undercarriage in product group.
In above-mentioned either a program preferably, when step 2 seller disposal route is for complaint, the number of times that each repetition product group was appealed in 30 days is no more than 20 times.
In above-mentioned either a program preferably, CM audits complaint repetition product group; Audit by time notify seller with the form of interior letter of standing, complaint product is no longer repetition product, and enters added list; When examination & verification is not passed through, notify seller with the form of interior letter of standing and inform unsanctioned reason, examination & verification number of times+1.
In above-mentioned either a program preferably, in 30 days, after same repetition product group complaint number of times reaches 20 times, remind seller's " the complaint number of times of this repetition product group is finished, woulds you please amendment, undercarriage or deletes this product ".
In above-mentioned either a program preferably, when repetition product group Time Created >=within 31 days, be, when seller is as carried out complaint process, then can remind seller " 30 days complaint phase mistakes, would you please to revise, undercarriage or delete this product ".
In above-mentioned either a program preferably, seller once reselects the chance of retained product.
In above-mentioned either a program preferably, when retained product be modified, delete or undercarriage time, seller then can reset retained product.
Present invention also offers the governing system that a kind of e-commerce platform repeats product, comprising:
Doubtful repetition product group computing module: for calculating doubtful repetition product according to given threshold values, generates and repeats product Groups List file;
Doubtful repetition Products Show seller module: repetition product Groups List file importing database, and be pushed to seller, select retained product according to production marketing situation, and send letter prompting in station to seller;
Seller processes repetition product module: seller checks oneself repetition product list, can modify, edits, deletes, appeals, arrange the processes such as retained product;
Auditing module: process seller counterweight reproduces the complaint process of product, judging whether to meet can added condition, judges examination & verification is by whether.
Preferably, described doubtful repetition product group computing module, doubtful repetition Products Show seller module, auditing module are positioned at server end; Described seller processes repetition product module and is positioned at client.
In above-mentioned either a program preferably, system cloud gray model order is: be pushed to seller after doubtful repetition product computing module calculates repetition product group; Seller processes the repetition product group that repetition product module disposal system pushes, and described process comprises deletion, amendment, undercarriage, complaint; When seller's processing mode is for amendment, auditing module judges whether it meets can added product requirement; When seller's processing mode is for complaint, industry manager by the repetition product group of examination & verification complaint product module process seller complaint, and monitors the examination & verification time limit and number of times that repeat product group.
Accompanying drawing explanation
Below in conjunction with the drawings and specific embodiments, the present invention is further detailed explanation:
Fig. 1 repeats the administering method of product and the repetition product administering method schematic flow sheet of system one preferred embodiment according to e-commerce platform of the present invention;
Fig. 2 repeats the administering method of product and the process flow diagram of system one specific embodiment Fig. 1 according to e-commerce platform of the present invention;
Fig. 3 is processing logic figure when repeating refreshing " repetition product " list of the administering method of product and system one preferred embodiment according to e-commerce platform of the present invention;
Fig. 4 is processing logic figure when repeating refreshing " retained product " list of the administering method of product and system one preferred embodiment according to e-commerce platform of the present invention;
Fig. 5 is the structural representation repeating the administering method of product and the repetition product governing system of system one preferred embodiment according to e-commerce platform of the present invention.
Embodiment
In order to make those skilled in the art person understand technical scheme of the present invention better, and enable above-mentioned purpose of the present invention, feature and advantage become apparent more, below in conjunction with embodiment and embodiment accompanying drawing, the present invention is further detailed explanation.
Fig. 1 is the repetition product administering method schematic flow sheet of the embodiment of the present invention.In step 1, electric business provides threshold values, and such as 80%.Calculate a set product of same seller similarity >=threshold values, this set product is a repetition product group.Repeat there is a recommendation retained product in product group.The foundation of retained product is recommended to be followed successively by: to have the product selling record to be retained product; Have the product of sales figure, what sales volume was high is retained product simultaneously; Do not sell record, product uplink time more early be retained product.If seller does not admit the retained product of system recommendation, the power of retained product is once set.Be modified at retained product, delete, undercarriage time, seller can reset retained product.In repetition product group except retained product, be doubtful repetition product.
Step 2: seller processes described repetition product group, and described process comprises amendment, deletion, undercarriage, complaint, if seller in the stipulated time tramples not counterweight reproduce product group and process, then repeat the list of product introduction undercarriage;
Step 3: repeat after seller's process without repeating product in product group, then retained product enters added list; Repetition product is also had then to repeat step 2.
Fig. 2 is the repetition product administering method process flow diagram of the embodiment of the present invention.Calculate the method for similarity specifically:
A, calculates master map and the accompanying drawing MD5 value of all products;
B, calculates the MD5 value of the name of product of all products;
C, calculates the MD5 value after the name of product regularization (removing invalid word etc.) of all products;
D, calculates the MD5 value of the MD5 value after the short description rule (removing invalid word etc.) of all products and attribute;
E, carries out word segmentation processing to the title of all products in website.Form a word frequency file termFreq.txt form as follows:
First is classified as word, the second document frequency being classified as word
free,3253908
shipping,2953391
new,2265000
fashion,1735317
dress,1298385
wholesale,1277370
lot,1245409
Duplicated code, represents the type that product repeats:
10 pictures repeat;
20 titles repeat;
Title after 30 regularization repeats;
40 short descriptions or attribute repeat;
50 product title text Similarity Measure think repetition.
Computation process:
By website product by seller's grouping (G
1, G
2, G
3... G
n):
Each grouping G
xcarry out following process respectively:
1, for avoiding being at every turn all identical comparative sequence, will divide into groups G
xinterior product upsets order at random
2, grouping G is taken out
xin first product, product successively under remainder (...) with compare, this comparison procedure has following step, performs successively, and two products are similar wherein to have a step to think, return immediately, no longer carry out follow-up judgement:
The first step, compares picture MD5 value, when picture MD5 value have one equal, then think that this product is to similar, mark duplicated code be 10
Second step, if the first step is relatively rear dissimilar, then the MD5 value of comparative product title, if identical, then thinks that this product is to similar, and mark duplicated code is 20
3rd step, if second step is relatively rear dissimilar, then the MD5 value after the regularization of comparative product title, if identical, then thinks that this product is to similar, and mark duplicated code is 30
4th step, if the 3rd step relatively after dissimilar, then the MD5 value after shorter description rule and the MD5 value of attribute, have one to be identically namely labeled as short description or attribute similarity, then think that this product is to similar, marking duplicated code is 40
5th step, if the 4th step is relatively rear dissimilar, then comparative product title text similarity, if be more than or equal to 0.95, then thinks that this product is to similar, and mark duplicated code is 50
Product title text similarity algorithm in this step:
Construct vector space based on word in termFreq.txt file, the weights W computing formula of word is as follows:
W=
Product A: wood hip hop pendant
Product B wood hip hop pendant mp3
Suppose that the weight of each word is as follows:
wood 4,
hip 6,
hop 7,
pendant 3,
mp3 2,
Then two vectors are expressed as follows with lexicographic order:
x：[6,7,0,3,4]
y：[6,7,2,3,4]
By calculating the folder cosine of an angle between two vectors:
Result of calculation is more close to 1, then two products are more similar
3, thinking to similar product more afterwards and thinking that one is repeated product group, is stored in file.
4, by the product in the repetition product group in previous step from grouping G
xmiddle rejecting, repeats step 2 to 4, until process all products in grouping.
Repeating product group is with arbitrary product of a seller for benchmark, other products of this seller through said method relatively after think the set of product similarly.
After calculating repetition product group, repetition product group is pushed to seller by system, simultaneously and notify with the form of interior letter of standing.The URL of the interior bag of content one " the pending repetition product " of letter in standing.Also remind seller in letter in standing simultaneously, as in 30 days not counterweight reproduce product group and process, after 30 days, counterweight is reproduced product and progressively carries out search and fall power and undercarriage process by system.After seller is notified, open " pending repetition product " in new page by URL, also can pass through " product " → " my product " → " pending repetition product " and find the respective handling page.Repetition product Groups List in this page comprises " doubtful repetition product " list and " retained product " list.Step 2 is carried out under this page, and seller can delete according to the retained product of system recommendation, revise, the doubtful repetition product of undercarriage.
After deletion and the doubtful repetition product of undercarriage, do not have doubtful repetition product in the repetition product group after process, this repetition product group no longer exists.Seller have modified doubtful repetition product, and after submission, system can audit amended doubtful repetition product.Examination & verification comprises conventional uploads product audit and similarity examination & verification.
If when seller selects to appeal, as repeated not set retained product in product group, clicking " complaint " button is to eject prompting frame, and prompting seller " please first sets the product that will retain, just can appeal ".After repetition product group sets retained product, and when being in the state of " complaint " or " appealing unsuccessfully ", click " complaint " eject prompting frame, " you to this repetition product appeal? " seller can select "Yes" to submit an appeal, and selects "No" to close prompt window.Product is in complaint, clicks " complaint " button, ejects prompting frame prompting " this product, in complaint state, please bear with letter in station and notify that you appeal result ".
The complaint number of times of each repetition product group was not more than 20 times in 30 days.Each repetition product group is submitted to and is once appealed, and when appealing unsuccessfully, system increases by 1 time for appealing number of times in this repetition product group record.When submitting an appeal for the 21st time, eject prompting frame prompting seller " the complaint number of times of this repetition product group is finished, woulds you please amendment, undercarriage or deletes this product ".When repetition product group Time Created is so far more than 30 days, when clicking " complaint ", eject prompting frame prompting seller " 30 days complaint phase mistakes, would you please to revise, undercarriage or delete this product ".
The repetition product group that state is in " in complaint " is still under " pending repetition product " menu.State is that the repetition product group of " appealing unsuccessfully " is still under " pending repetition product " menu.State is the repetition product group of " appealing successfully ", not under " pending repetition product " menu.
As Fig. 3, when refreshing " repetition product " list, if repeat doubtful repetition product number >0 in product group, list is constant; If repeat doubtful repetition product number=0 in product group, eject prompting frame " this repetition product group is disposed ", this repetition product group will no longer exist.
As Fig. 4, when refreshing " retained product " list, still existing and doubtful product number=0 if repeat retained product in product group, not reloading this repetition product group; If repeat retained product in product group still to exist and doubtful product number >0, load this repetition product group.If repeat retained product in product group not exist and doubtful repetition product number=0, do not reload this repetition product group; If repeat retained product in product group not exist and doubtful repetition product number >0, load this repetition product group, but this retained product vacancy.
Fig. 5 is the structural representation of the repetition product governing system of the embodiment of the present invention.Repeat product governing system to comprise:
Doubtful repetition product group computing module: for calculating doubtful repetition product according to given threshold values, generates and repeats product Groups List file;
Doubtful repetition Products Show seller module: repetition product Groups List file importing database, and be pushed to seller, select retained product according to production marketing situation, and send letter prompting in station to seller;
Seller processes repetition product module: seller checks oneself repetition product list, can modify, delete, undercarriage, appeal, arrange the processes such as retained product;
Auditing module: process seller counterweight reproduces the complaint process of product, judging whether to meet can added condition, judges examination & verification is by whether.
As shown in the figure, described doubtful repetition product group computing module, doubtful repetition Products Show seller module, auditing module are positioned at server end; Described seller processes repetition product module and is positioned at client.
Be pushed to seller after doubtful repetition product computing module calculates repetition product group; Seller processes the repetition product group that repetition product module disposal system pushes, and described process comprises deletion, amendment, undercarriage, complaint; When seller's processing mode is for amendment, auditing module judges whether it meets can added product requirement; When seller's processing mode is for complaint, industry manager by the repetition product group of examination & verification complaint product module process seller complaint, and monitors the examination & verification time limit and number of times that repeat product group.
Size in more than describing and quantity are all only informative, and those skilled in the art can select suitable application size according to actual needs, and do not depart from the scope of the present invention.Protection scope of the present invention is not limited thereto, and is anyly familiar with those skilled in the art in the technical scope that the present invention discloses, the change that can expect easily or replacement, all should be encompassed within protection scope of the present invention.Therefore, the protection domain that protection scope of the present invention should define with claim is as the criterion.
Claims (10)
1. e-commerce platform repeats an administering method for product, comprises the following steps:
Step 1: counting yield similarity, by the product of similarity >=threshold values, is pushed to seller with the form repeating product group; Described repetition product group comprises retained product and at least one doubtful repetition product of a system recommendation;
Step 2: seller processes described repetition product group, and described process comprises amendment, deletion, undercarriage, complaint, if seller in the stipulated time tramples not counterweight reproduce product group and process, then repeat the list of product introduction undercarriage;
Step 3: repeat after seller's process without repeating product in product group, then retained product enters added list; Repetition product is also had then to repeat step 2.
2. e-commerce platform according to claim 1 repeats the administering method of product, and it is characterized in that: described threshold values is the minimum of similarity, is a percentage.
3. e-commerce platform according to claim 1 repeats the administering method of product, it is characterized in that: the method for the similarity of counting yield described in step 1 is the MD5 value of the title of comparative product, description and picture.
4. e-commerce platform according to claim 2 repeats the administering method of product, it is characterized in that: the computing method step of described similarity is:
Step 11: compare picture MD5 value, when picture MD5 has any one equal, then assert that this product is doubtful repetition product;
Step 12: if step 1 is relatively rear dissimilar, then comparative product title MD5 value, if identical, then assert that this product is doubtful repetition product;
Step 13: if step 2 is relatively rear dissimilar, then the MD5 value after the regularization of comparative product title, if identical, then assert that this product is doubtful repetition product;
Step 14: if step 3 is relatively rear dissimilar, then the MD5 value after shorter description rule and the MD5 value of attribute, if having arbitrary identical, then assert that this product is doubtful repetition product;
Step 15: if step 4 is relatively rear dissimilar, then comparative product title text similarity, if similarity is more than or equal to the threshold values of given product title text, then assert that this product is doubtful repetition product.
5. e-commerce platform according to claim 1 repeats the administering method of product, it is characterized in that: described in determining step 1, the method for retained product is followed successively by:
The product selling record is had to be retained product;
Have the product of sales figure, what sales volume was high is retained product simultaneously;
Do not sell record, product uplink time more early be retained product.
6. e-commerce platform according to claim 1 repeats the administering method of product, it is characterized in that: in step 2, and when seller's disposal route is for deleting, repeat will not there is doubtful repetition product in product group, retained product enters added list.
7. e-commerce platform according to claim 1 repeats the administering method of product, it is characterized in that: in step 2, when seller's disposal route is for amendment, and amended doubtful repetition product introduction review procedure.
8. e-commerce platform according to claim 7 repeats the administering method of product, it is characterized in that: by the product introduction marketing procedure of described review procedure, not by the product introduction undercarriage list of review procedure.
9. e-commerce platform according to claim 8 repeats the administering method of product, it is characterized in that: described review procedure at least comprises the examination & verification of product similarity.
10. e-commerce platform repeats a governing system for product, comprising:
Doubtful repetition product group computing module: for calculating doubtful repetition product according to given threshold values, generates and repeats product Groups List file;
Doubtful repetition Products Show seller module: repetition product Groups List file importing database, and be pushed to seller, select retained product according to production marketing situation, and send letter prompting in station to seller;
Seller processes repetition product module: seller checks oneself repetition product list, can modify, delete, undercarriage, appeal, arrange the processes such as retained product;
Auditing module: process seller counterweight reproduces the complaint process of product, judging whether to meet can added condition, judges examination & verification is by whether.
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