CN101950305A - Method and system for organizing business demonstration data of supply chain network - Google Patents
Method and system for organizing business demonstration data of supply chain network Download PDFInfo
- Publication number
- CN101950305A CN101950305A CN2010102984990A CN201010298499A CN101950305A CN 101950305 A CN101950305 A CN 101950305A CN 2010102984990 A CN2010102984990 A CN 2010102984990A CN 201010298499 A CN201010298499 A CN 201010298499A CN 101950305 A CN101950305 A CN 101950305A
- Authority
- CN
- China
- Prior art keywords
- data
- supply chain
- server
- real example
- commercial real
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
Links
Images
Landscapes
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
Abstract
The invention provides a method for acquiring and organizing business demonstration data of a supply chain network through a merchant sensitive information hiding technology, and a data processing system thereof. The method is mainly characterized by comprising the steps of: carrying out node unique coding on a supply chain network node, carrying out weight standardizing on quantitative information, organizing a supply chain network data list structure by using a relational database, and generating irrecoverable original business information of a business database. The data processing system comprises a webpage searching engine cluster, an electronic commerce merchant data interface server, a fiscalit data interface server, a heterogeneous data migration server, a business demonstration database server, a merchant sensitive information hiding server, a business database server and an application server. The invention has the advantages of high timeliness, high effectiveness, high accuracy, low cost and better economic benefit and market prospect, and can be widely applied to the management teaching, optimized software, mathematical modeling and intelligent business of the supply chain.
Description
Technical field
The present invention relates to the method and the data handling system thereof of the commercial real example data of a kind of tissue supply chain network, be particularly related to and a kind ofly obtain and the commercial real example data of tissue supply chain network by trade company's sensitive information concealing technology, and the data handling machine software and hardware system of realizing this method, can be widely used in supply chain management teaching software, supply chain optimization software and system, application to the modeling of supply chain network number reason, business intelligence system has good economic benefit and market outlook, belongs to the business data processing technology field.
Background technology
Supply chain network is the product of the big production of socialization, and supply chain management is the theory that adapts to modern manufacturing industry, business model proposition.So-called supply chain is meant the supply and demand network that the related raw material supplier of the production and the process of circulation, manufacturer, wholesale dealer, retailer and ultimate consumer form.Promptly by material obtain, material processing, and finished product delivered to the network that the related enterprise of this process in user's hand and business enterprice sector are formed.
In recent years, the theory and practice of China's supply chain management has all obtained extensive and substantial achievement, and the theory of supply chain management and method embody the contribution of CHINESE INDUSTRIES development also more and more significantly.Supply chain management is from initial scholar's qualitative scientific theory research and inquirement, develops into to help enterprise's day-to-day operations, be the quantitative optimization instrument of enterprise's cost efficiency.
At present, how tame in the world large software enterprise has developed the supply chain optimization software systems, as the ILOG software systems of IBM, and advanced production scheduling (APS) software systems etc.These software systems are all based on certain supply chain network mathematical model, the resource of enterprise, production schedule requirement, constraint condition etc. are found the solution, to realize actual service logic such as storage setting, logistics scheduling, production scheduling, be reached for the purpose of enterprise's cost efficiency, produced good economic benefits and social effect.
Generally speaking, the supply chain network mathematical model is based upon on the basis of certain real example data mostly, and the external commercial real example data of chain network of answering might not adapt to domestic enterprise present situation and demand.Therefore, obtain that to answer the commercial real example data of chain network be correctly, rationally to set up the prerequisite condition of supply chain network mathematical model.
On the other hand, supply chain management teaching software system, real supply chain management case often has better teaching efficiency, therefore also needs collection and arrangement to answer the commercial real example data of chain network really.
Usually, with regard to certain supply chain optimization client enterprise, the business data ratio of himself inside is easier to obtain, and the commercial real example data of chain network of answering between the enterprise are difficult to obtain; And, answer the commercial real example data of chain network even grasped for the supply chain optimization service supplier, also be not easy to open and propagation.The key of problem is that supply chain network comprises business datas such as a large amount of cash flows, information flow, logistics, and every kind of data have a large amount of separately refinement associations, these data much all relate to the inside business information of node enterprise in the supply chain network, belong to trade secret in varying degrees, and the source data of each node enterprise does not have standard format again, cause very big difficulty for the collection and the tissue of data, especially the dynamic historical data acquisition is difficult more.
At present, answer the collection of the commercial real example data of chain network that following three kinds of methods are arranged:
(1) questionnaire method
Questionnaire by design papery, electronics with regard to certain economic field or economic problems, carries out survey to relevant enterprise, collects business data information with this.Advantage is the data validity height, and shortcoming is effective low, poor accuracy;
(2) e-commerce website public data
By network search engines webpage is carried out in electronics websites such as B2B, B2C and " climb and get ", generate the real example database by the arrangement isomeric data then.Advantage is that data are effective high, and shortcoming is that data validity is low, for certain mathematical model, need put in order and screen raw data;
(3) buy business-like case database
As CEIC enterprise document data base, CEIC economic data storehouse, CEIC sector database, Chndb China Business database etc.Advantage is the arrangement of data process, validity height, effective good, and shortcoming is to cost an arm and a leg, general enterprise uses and can't bear.
The commercial real example data of supply chain network open and propagate and also exist a difficult problem, in recent years along with China to the deepening continuously of intellecture property, personal information, trade secret protection, relevant legislation speeds up, the dynamics of relevant law enforcement also strengthens greatly.For example: in October, 2008, the State Tax Administration has printed and distributed " taxpayer's concerning taxes security information management tentative method ", wherein clearly stipulates the concerning taxes security information for the taxpayer for the 3rd, and the tax authority and tax staff should maintain secrecy for it in accordance with the law.Except that following state, must not provide to external door, the public or individual:
(1) information that should announce according to the regulation of law, rules;
(2) legal third party information inquiring in accordance with the law;
(3) taxpayer self information inquiring;
(4) agree disclosed information through the taxpayer.
Therefore on the one hand be that country, society are more and more stronger to the confidential notions of business information, law standard more and more, be supply chain management, the heavy demand of optimizing the commercial real example data of corresponding chain network on the other hand.How to solve both contradiction, for bigger economy and social value are optimized supply chain, created in the big production of socialization of China?
For this reason, the invention provides and a kind ofly obtain and tissue is answered the commercial real example data of chain network by trade company's sensitive information concealing technology, and the data handling machine software and hardware system of realizing this method, have ageing height, validity is good, accuracy is high, advantages of cheap price.This method and system can be widely used in supply chain management teaching software, supply chain optimization software, and the application of the supply chain network number being managed modeling, business intelligence system has good economic benefit and market outlook.
Summary of the invention
Primary and foremost purpose of the present invention is to provide a kind of and realizes that by trade company's sensitive information concealing technology commercial real example data are obtained and method for organizing between supply chain network enterprise, the feasible business information that both guaranteed is not divulged a secret, and can answer the commercial real example data of chain network by effective and reasonable tissue again.
The present invention also aims to provide a cover to realize the information processing software and hardware computer system of this method.
In order to solve the problems of the technologies described above, the present invention is achieved by the following technical solutions:
The invention provides a kind of commercial real example data organization method of chain network of answering, comprise the steps:
Obtain identification and the coupling of the commercial real example data source of supply chain network, extract effective commercial real example data, mainly comprise name of firm, Description of Goods, transaction funds, logistics information etc. through the supply chain network data dictionary;
Because the data structure difference of the commercial real example data source of different supply chain networks need be carried out the isomeric data migration, effective commercial real example data preparation is become the cash flow and the logistics data structure of list structure;
The commercial real example database of generating structureization;
Add up all name of firms and Description of Goods in the commercial real example database, and distribute a unique coding for each according to certain rule, be encoded to a node with this, requiring to encode must be uncorrelated with original information;
Corresponding cash flow and logistics are carried out the normalization processing, require only to indicate the weight of node, and can't restore original quantitative information;
Generate business database;
Above step is the so-called trade company sensitive information concealing technology that the present invention proposes, and this part is operated in the law allowed band, finishes in data source unit;
Through above-mentioned processing, what export is to be the business information entity with the nodes encoding, with the normalization weight is cash flow, the logistics data storehouse of the list structure of quantity information, all business informations of trade company have been hidden as can be seen, and the possibility that raw information is therefrom restored in any attempt all is non-existent, so this type of business data can legal announcement and propagation;
Business data is organized storage in the relevant database mode, with the LSN is major key, the sequence number of pointing to forward and backward level associations all stored in every record simultaneously, both can utilize existing commercial relations type set of databases organization data with this, can conveniently recover list structure again;
When using these business datas, distribute the industry Role Information, as: supplier A, manufacturer A, the A of retail trader etc. indicate the node in the chained list, with the weight between the reduction of data node that quantizes, to realize better readability and intelligibility;
Also can directly issue these business datas, use for third party's supply chain optimization software or supply chain management teaching software.
Related business data only is the data that can legally obtain and externally announce according to China's relevant laws and regulations among the present invention, data that can legal external announcement after perhaps handling through the sensitive information concealing technology.
The present invention also provides a kind of system of supply chain network real example data organization, and this system comprises:
A web page search engine group of planes, ecommerce trade company data interface server, property tax data interface server, isomeric data migration server, commercial real example database server, trade company's sensitive information hidden server, business database server, and application server.
Wherein a web page search engine group of planes, ecommerce trade company data interface server, property tax data interface server are the commercial real example data source of supply chain network support system;
The isomeric data migration server is used to store the real example data of obtaining, identification and coupling in conjunction with the supply chain network data dictionary, extract effective commercial real example data, and carry out isomeric data and move, effective commercial real example data preparation is become the cash flow and the logistics data structure of list structure, the commercial real example database of last generating structureization;
Commercial real example database server is used for the commercial real example database of storage organizationization;
Trade company's sensitive information hidden server is used for carrying out the unique coding of node to name of firm and Description of Goods, and corresponding cash flow and logistics are carried out weight normalization processing;
The business database server is used for organizing in the relevant database mode list structure of the business data of storage;
Application server is used to distribute industry Role Information, issue business database.
Wherein ecommerce trade company data interface server, property tax data interface server, isomeric data migration server, commercial real example database server, trade company's sensitive information hidden server belong to so-called trade company sensitive information concealing technology support system, be installed in data source unit, and administrate on laws by data source unit.
Provided by the present inventionly realize that by trade company sensitive information concealing technology commercial real example data are obtained and method for organizing between supply chain network enterprise, not only be applicable to obtaining and organizing of business information, also be applicable to the open and propagation that the data of similar privacy requirements are arranged with business information.
Description of drawings
Fig. 1 is the schematic diagram of the commercial real example data organization method of supply chain network of the present invention;
Fig. 2 is the structured flowchart of the commercial real example data organization system of supply chain network of the present invention;
Fig. 3 be in the commercial real example data organization system of supply chain network of the present invention in the specific embodiment 1 the ecommerce web data obtain structural drawing;
Fig. 4 be in the commercial real example data organization system of supply chain network of the present invention in the specific embodiment 2 ecommerce trade company data, property tax data obtain structural drawing;
Fig. 5 is supply chain network data dictionary generating principle figure in the specific embodiment 3 in the commercial real example data organization method of supply chain network of the present invention;
Fig. 6 is supply chain network data dictionary coupling in the specific embodiment 3 in the commercial real example data organization method of supply chain network of the present invention, extracts effective commercial real example data schematic diagram;
Fig. 7 is the unique coding principle figure of supply chain network node in the specific embodiment 3 in the commercial real example data organization method of supply chain network of the present invention;
Fig. 8 is a supply chain network weight normalization schematic diagram in the specific embodiment 3 in the commercial real example data organization method of supply chain network of the present invention;
Fig. 9 is a business data storage structural drawing in the specific embodiment 3 in the commercial real example data organization method of supply chain network of the present invention;
Figure 10 be in the commercial real example data organization method of supply chain network of the present invention in the specific embodiment 3 business data recover the chain structure schematic diagram;
Figure 11 distributes industry role design sketch in the specific embodiment 3 in the commercial real example data organization method of supply chain network of the present invention.
Embodiment
With reference to the accompanying drawings, will describe the present invention below.
As shown in Figure 1, the commercial real example data organization method of supply chain network of the present invention, its key step comprises:
(1) obtains the commercial real example data source (101) of supply chain network;
(2) safeguard supply chain network data dictionary (107) through identification (106);
(3) extract effective commercial real example data (102) through overmatching (108), mainly comprise name of firm, Description of Goods, transaction funds, logistics information etc.;
(4) with the effective commercial real example data of different pieces of information structure,, be organized into the cash flow and the logistics data structure of list structure through isomeric data migration (103);
(5) generate commercial real example database (104);
(6) be every kind of name of firm and Description of Goods, carry out the unique coding of node (109), require the necessary and original information of coding uncorrelated;
(7) corresponding cash flow and logistics are carried out weight normalization (105) processing, require only to indicate node weights, and can't restore original quantitative information;
(8) generate business database (110);
(9) the above step that comprises in the frame of broken lines is so-called trade company's sensitive information concealing technology (100) that the present invention proposes, and this part is operated in the law allowed band, finishes in data source unit;
(10) when using these business datas, can be by distributing industry Role Information (112) or directly issuing (111) and use for third party's supply chain optimization software or supply chain management teaching software.
Related business data only is the data that can legally obtain and externally announce according to China's relevant laws and regulations among the present invention, data that can legal external announcement after perhaps handling through the sensitive information concealing technology.
As shown in Figure 2, the commercial real example data organization system of supply chain network of the present invention, this system comprises:
A web page search engine group of planes (202), ecommerce trade company data interface server (203), property tax data interface server (204), isomeric data migration server (205), commercial real example database server (206), trade company's sensitive information hidden server (207), business database server (208), and application server (209).
The function of each ingredient and effect are as follows:
A web page search engine group of planes (202), ecommerce trade company data interface server (203), property tax data interface server (204) are formed the commercial real example data source support system (200) of supply chain network in the perpendicular frame of broken lines.Wherein a web page search engine group of planes (202) is made up of many PCs that are used for the internet web page search, the commercial split desktop computer of preferred Lenovo Yangtian T4900V; Ecommerce trade company data interface server (203) is used to connect the e-commerce website database; Property tax data interface server (204) is used to connect the property tax database, preferably associates perfectly sound SD210X4 rack-mount server.Except that public data, other confidential datas all need to obtain according to legal procedure under corresponding lawful situation;
Isomeric data migration server (205) is used to store the real example data of obtaining, and extracts effective commercial real example data, and carries out the isomeric data migration, is organized into the cash flow and the logistics data structure of list structure, preferably associates perfectly sound SD210X4 rack-mount server;
Commercial real example database server (206) is used for the commercial real example database of storage organizationization, preferably associates the SureSAS212G2 storage system;
Trade company's sensitive information hidden server (207) is used for carrying out node to name of firm and Description of Goods only encodes, and the weight normalization is carried out in corresponding cash flow and logistics handled, and preferably associates perfectly sound SD210X4 rack-mount server;
Business database server (208) is used for organizing in the relevant database mode list structure of the business data of storage, preferably associates the SureSAS212G2 storage system;
Application server (209) is used to distribute industry Role Information, issue business database.
Wherein ecommerce trade company data interface server (203), property tax data interface server (204), isomeric data migration server (205), commercial real example database server (206), trade company's sensitive information hidden server (207) belong to so-called trade company's sensitive information concealing technology support system (201), be installed in data source unit, and administrate on laws by data source unit.
As shown in Figure 3, the specific embodiment 1 of the commercial real example data organization system of supply chain network of the present invention, adopt a web page search engine group of planes (202) to obtain the ecommerce web data, wherein a web page search engine group of planes (202) is made up of some search engine computing machines (302), each search engine computing machine (302) is safeguarded a plurality of concurrent search threads, by public network channel (303) some internets electricity in internet (300) is searched for and is obtained in the business data of business web site server (301).The business data that embodiment 1 is obtained all is disclosed data, so adopt the public network channel of not encrypting (303).
As shown in Figure 4, the specific embodiment 2 of the commercial real example data organization system of supply chain network of the present invention, adopt ecommerce trade company's data interface server (203) to be connected with e-commerce company's data server (305), perhaps property tax data interface server (204) is connected with property tax data server (306), interconnected by encryption channel (304), obtain ecommerce trade company data, property tax data.The business data that embodiment 2 is obtained needs to obtain with allowed by law program and mode in allowed by law scope, adopts encryption channel (304) transmission.
As shown in Figure 5, the specific embodiment 3 of the commercial real example data organization method of supply chain network of the present invention adopts the method that generates to safeguard the supply chain network data dictionary, and concrete steps are:
(1) based on products catalogue (401) and industry register (402), generates original industry entry (403);
(2) carry out real example data source parsing (404) to obtaining data, obtain entity entry (405), can use related algorithms such as text semantic analysis, Chinese word segmentation to realize;
(3) in original industry entry (403), search, judge whether to exist (406);
(4) be, then select to ignore (408), search next entity entry (405);
(5), then do not select to add new term (407);
(6) by original industry entry (403) as seed, constantly add new term (407), generate supply chain network data dictionary (107).
As shown in Figure 6, the specific embodiment 3 of the commercial real example data organization method of supply chain network of the present invention adopts supply chain network data dictionary coupling to realize extracting effective commercial real example data, and concrete steps are:
(1) analyzes business data source list (410), obtain the entity entry;
(2) in supply chain network data dictionary (107), search relevant entity entry, and set up one-to-one relationship, as: " the little core of the U.S. ", " PIC16F54 ", " nine positive soya-bean milk ";
(3) extract quantized data, as " 8.00 ", " 1,000 ", " 8,000 ";
(4) with the corresponding supply chain node of entity entry, as " the little core of the U.S. " corresponding supply chain node 1 (411), " nine positive soya-bean milk " corresponding supply chain node 2 (413), the quantized data respective weights is as " 8,000 " corresponding supply chain weights (412);
(5) establish to list structure (414).
As shown in Figure 7, specific embodiment 3 in the commercial real example data organization method of supply chain network of the present invention adopts the unique coding of supply chain network node to hide business information.Each of supply chain network data dictionary (107) all has a unique coding corresponding with it, generate entity entry encoder dictionary (420), the unique coding of node has multiple technologies available, and for example: MD5 coding, hash-coding etc., requirement can't be reduced raw information;
As shown in Figure 8, specific embodiment 3 in the commercial real example data organization method of supply chain network of the present invention adopts the normalization of supply chain network weight to hide quantitative information, has multiple technologies available, and for example: exponential function etc., requirement can't reduce raw information.
Finally, " the little core of the U.S. " information of supply chain node 1 (411) replaces with " M0002 " of unique coding supply chain node 1 (421); " nine positive soya-bean milk " information of supply chain node 2 (413) replaces with " M0003 " of unique coding supply chain node 2 (423); " 8,000 " of supply chain weight (412) replace with " 0.01 " of normalization supply chain weight (422).
As shown in Figure 9, specific embodiment 3 in the commercial real example data organization method of supply chain network of the present invention, adopt the relational data stock to go out the list structure of business data, sequence number (430) with record is a major key, and elementary field comprises: prime associations (431), back level associations (432), prime weight (433), back level weight (434), related sequence number (435).
As shown in figure 10, specific embodiment 3 in the commercial real example data organization method of supply chain network of the present invention by searching for related sequence number (435), recovers the business data chain structure.
As shown in figure 11, specific embodiment 3 in the commercial real example data organization method of supply chain network of the present invention, distribute the industry role, according to actual needs, " M0002 " of unique coding supply chain node 1 (421) replaces to " the supplier A " that distributes role's supply chain node 1 (521); " M0003 " of unique coding supply chain node 2 (423) replaces to " the manufacturer A " that distributes role's supply chain node 2 (523); " 0.01 " of normalization supply chain weight (422) replaces to " 7,000 " of distributing role's supply chain weight (522).So that understand and application.
Notice that distribution role supply chain node 1 (521) is fully different with supply chain node 1 (411); Distribute role's supply chain node 2 (523) fully different with supply chain node 2 (413); Distribute role's supply chain weight (522) and supply chain weight (412) also quantitatively not to have relevance, therefore realized Information hiding.
The specific embodiment 3 used data of the commercial real example data organization method of supply chain network of the present invention are not real datas, only for can clear explanation feature of the present invention for example, processing procedure is not passed through optimization process yet.
Claims (6)
1. the commercial real example data organization method of supply chain network comprises the steps: to obtain identification and the coupling of the commercial real example data source of supply chain network through the supply chain network data dictionary, extracts effective commercial real example data; The commercial real example data source of the supply chain network of different structure is carried out the isomeric data migration, be organized into the cash flow and the logistics data structure of list structure; The commercial real example database of generating structureization; Add up all name of firms and Description of Goods in the commercial real example database, and distribute a unique coding for each according to certain rule, be encoded to a node with this, requiring to encode must be uncorrelated with original information; Corresponding cash flow and logistics are carried out the normalization processing, require only to indicate the weight of node, and can't restore original quantitative information; Generate business database; Business data is organized storage in the relevant database mode, with the LSN is major key, the sequence number of pointing to forward and backward level associations all stored in every record simultaneously, both can utilize existing commercial relations type set of databases organization data with this, can conveniently recover list structure again; When using business data, distribute the industry Role Information, also can directly issue, use for third party's supply chain optimization software or supply chain management teaching software, it is characterized in that:
When obtaining commercial real example data, adopt so-called trade company sensitive information concealing technology,, the weight normalization is carried out in corresponding cash flow and logistics handled, hide thereby reach sensitive information for name of firm and Description of Goods carry out the unique coding of node.
2. the commercial real example data organization method of supply chain network as claimed in claim 1, it is characterized in that: business data is organized storage in the relevant database mode, with the LSN is major key, and the sequence number of pointing to forward and backward level associations all stored in every record simultaneously, the convenient list structure that recovers.
3. the commercial real example data organization method of supply chain network as claimed in claim 1 is characterized in that: when using business data, distribute the industry Role Information, to realize better readability and intelligibility.
4. the commercial real example data organization system of a supply chain network, comprise: a web page search engine group of planes, ecommerce trade company data interface server, property tax data interface server, isomeric data migration server, commercial real example database server, trade company's sensitive information hidden server, business database server, and application server, wherein
A web page search engine group of planes, ecommerce trade company data interface server, property tax data interface server are the commercial real example data source of supply chain network support system;
The isomeric data migration server is used to store the real example data of obtaining, identification and coupling in conjunction with the supply chain network data dictionary, extract effective commercial real example data, and carry out isomeric data and move, effective commercial real example data preparation is become the cash flow and the logistics data structure of list structure, the commercial real example database of last generating structureization;
Commercial real example database server is used for the commercial real example database of storage organizationization;
Trade company's sensitive information hidden server is used for carrying out the unique coding of node to name of firm and Description of Goods, and corresponding cash flow and logistics are carried out weight normalization processing;
The business database server is used for organizing in the relevant database mode list structure of the business data of storage;
Application server is used to distribute industry Role Information, issue business database.
5. the commercial real example data organization system of supply chain network as claimed in claim 4, it is characterized in that: adopt ecommerce trade company data interface server to be connected with the e-commerce company data server, perhaps the property tax data interface server is connected with the property tax data server, interconnected by encryption channel, obtain ecommerce trade company data, property tax data.
6. the commercial real example data organization system of supply chain network as claimed in claim 4, it is characterized in that: ecommerce trade company data interface server, property tax data interface server, isomeric data migration server, commercial real example database server, trade company's sensitive information hidden server belong to so-called trade company sensitive information concealing technology support system, be installed in data source unit, and administrate on laws by data source unit.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN2010102984990A CN101950305A (en) | 2010-09-30 | 2010-09-30 | Method and system for organizing business demonstration data of supply chain network |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN2010102984990A CN101950305A (en) | 2010-09-30 | 2010-09-30 | Method and system for organizing business demonstration data of supply chain network |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN101950305A true CN101950305A (en) | 2011-01-19 |
Family
ID=43453807
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN2010102984990A Pending CN101950305A (en) | 2010-09-30 | 2010-09-30 | Method and system for organizing business demonstration data of supply chain network |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN101950305A (en) |
Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN102708506A (en) * | 2012-05-22 | 2012-10-03 | 苏州奇可思信息科技有限公司 | E-commerce consulting system |
| CN103631852A (en) * | 2012-08-27 | 2014-03-12 | 国际商业机器公司 | Method and system of context-based graph-relational intersect derived database |
| CN108255946A (en) * | 2017-12-13 | 2018-07-06 | 东莞市奥海科技股份有限公司 | Coding management method and device, equipment and the storage medium of a kind of laser carving equipment |
-
2010
- 2010-09-30 CN CN2010102984990A patent/CN101950305A/en active Pending
Cited By (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN102708506A (en) * | 2012-05-22 | 2012-10-03 | 苏州奇可思信息科技有限公司 | E-commerce consulting system |
| CN103631852A (en) * | 2012-08-27 | 2014-03-12 | 国际商业机器公司 | Method and system of context-based graph-relational intersect derived database |
| CN103631852B (en) * | 2012-08-27 | 2017-04-12 | 国际商业机器公司 | Method and system of context-based graph-relational intersect derived database |
| CN108255946A (en) * | 2017-12-13 | 2018-07-06 | 东莞市奥海科技股份有限公司 | Coding management method and device, equipment and the storage medium of a kind of laser carving equipment |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| Bai et al. | Corporate sustainability development in China: review and analysis | |
| Kakish et al. | ETL evolution for real-time data warehousing | |
| CN102541918A (en) | Method and equipment for identifying repeated information | |
| CN104679646B (en) | A kind of method and apparatus for detecting SQL code defect | |
| CN103678447A (en) | Multivariate transaction classification | |
| JP2008511936A (en) | Method and system for semantic identification in a data system | |
| Zhou et al. | Research on safety management system optimization of B2C E-commerce intelligent logistics information system based on data cube | |
| CN111382279A (en) | Order examination method and device | |
| Attard et al. | Exploiting the value of data through data value networks | |
| CN111241363A (en) | Method and system for creating information resource directory system and electronic equipment | |
| Kuah et al. | Fast‐Expanding “Online” Markets in South Korea and China: Are They Worth Pursuing? | |
| Xu et al. | Novel model of e-commerce marketing based on big data analysis and processing | |
| Zheng | Research on E-commerce potential client mining applied to apriori association rule algorithm | |
| CN101950305A (en) | Method and system for organizing business demonstration data of supply chain network | |
| Sadath | Data mining in E-commerce: a CRM platform | |
| Pei et al. | Bank customer loyalty under the background of internet finance and multimedia technology | |
| Balakrishnan et al. | Implementing data strategy: design considerations and reference architecture for data-enabled value creation | |
| Hua et al. | Architectural support for business intelligence: a push‐pull mechanism | |
| Arcos et al. | Analyzing online transaction data using association rule mining: Misumi philippines market basket analysis | |
| Song et al. | Research on characteristics and value analysis of power grid data asset | |
| Yan et al. | A metadata management framework for marine information based on XML | |
| Fan | Architecture model of intelligent marketing system based on big data | |
| CN110807583A (en) | Configurable ERP role authority verification system and method based on RBAC | |
| Ren et al. | Digital continuity guarantee based on data consistency in cloud storage | |
| Ingvaldsen et al. | Semantic business process mining of SAP transactions |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| C06 | Publication | ||
| PB01 | Publication | ||
| C10 | Entry into substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| C12 | Rejection of a patent application after its publication | ||
| RJ01 | Rejection of invention patent application after publication |
Application publication date: 20110119 |