CN110866083B - Address auditing method for electric power standard structured address library - Google Patents
Address auditing method for electric power standard structured address library Download PDFInfo
- Publication number
- CN110866083B CN110866083B CN201911229111.9A CN201911229111A CN110866083B CN 110866083 B CN110866083 B CN 110866083B CN 201911229111 A CN201911229111 A CN 201911229111A CN 110866083 B CN110866083 B CN 110866083B
- Authority
- CN
- China
- Prior art keywords
- address
- section
- addresses
- structured
- score
- 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.)
- Active
Links
- 238000000034 method Methods 0.000 title claims abstract description 42
- 238000012550 audit Methods 0.000 claims abstract description 9
- 238000007689 inspection Methods 0.000 claims description 40
- 230000000977 initiatory effect Effects 0.000 claims description 2
- 238000007726 management method Methods 0.000 abstract description 14
- 238000009960 carding Methods 0.000 abstract description 4
- 230000009897 systematic effect Effects 0.000 description 3
- 230000009286 beneficial effect Effects 0.000 description 1
- 238000009795 derivation Methods 0.000 description 1
- 238000010586 diagram Methods 0.000 description 1
- 230000003631 expected effect Effects 0.000 description 1
- 238000012216 screening Methods 0.000 description 1
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/29—Geographical information databases
-
- 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
- G06Q50/00—Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
- G06Q50/06—Electricity, gas or water supply
Abstract
The invention discloses an address auditing method of an electric power standard structured address library, and relates to the field of electric power marketing systems. Because of the huge scale of stock addresses, often millions or even tens of millions, and the complexity of the address structure itself, a high-efficiency technical support means for effectively controlling the address quality is lacking at present, so that the address period and audit carding work mainly take manpower as a main part, and the period is overlong and the audit carding speed is slow. The method establishes an address auditing rule for a ten-level power standard structured address library, checks and withholds the address by using the address auditing rule, and then carries out withholding statistics, judges suspected error addresses and outputs the suspected error addresses. The analysis of the address quality of the standard structured address library is realized, the application depth and the application breadth of the support structured address library can be improved effectively, and the working efficiency of address management staff can be improved effectively.
Description
Technical Field
The invention relates to the field of power marketing systems, in particular to an address auditing method of a power standard structured address library.
Background
In the field of power consumption address management of a national network system, a traditional address management method is still adopted, quite simplicity and rough outline are realized, address management is forcedly segmented according to an address hierarchy, chinese character address writing methods lack standardization, for example, addresses of different writing methods can point to the same power users, address blanks and other problems, effective management means are lack for the quality of the addresses, and various address information management have several common problems: the address management adopts a method of forcedly segmenting according to an address hierarchy, the relevance between address nodes cannot be directly related and managed, and the address management is completely collected and managed by a manual mode; the Chinese character address writing method lacks standardization and a set of complete and systematic screening management rules.
While power marketing systems have been attempted in the past to manually split the administered addresses and build an address management hierarchy, including the creation of a ten-level power standard structured address library as shown in fig. 1. However, because of huge scale of stock addresses, often millions or even tens of millions, and complexity of address structures, an efficient technical support means for effectively controlling address quality is lacking at present, so that the address period and audit carding work mainly take manpower as a main part, and the period is overlong, the audit carding speed is slow, and even the speed is not higher than the updating speed, so that the expected effect can not be achieved almost.
Disclosure of Invention
The invention aims to solve the technical problems and provide the technical task of perfecting and improving the prior art scheme, and provides an address auditing method of an electric power standard structured address library, which aims to analyze the address quality of the standard structured address library and support the application depth and breadth of the structured address library. For this purpose, the present invention adopts the following technical scheme.
An address auditing method of a power standard structured address library comprises the following steps:
1) Making an address checking rule base for the electric power standard structured address base, and setting standard structured address checking rule items;
2) Initiating an address auditing request;
3) Address auditing means of UADB place name address database is utilized to audit the address nodes on the address tree, and the address nodes violating the auditing rule items are withheld;
4) Performing address checking withhold statistics on each complete structured address on an address tree by using an address auditing tool of a UADB place name address database, and outputting a data correspondence table of withhold score and address number;
5) Setting a minimum score to be treated according to the actual condition of address checking;
6) And outputting all ten-level structured addresses and gate addresses which are larger than or equal to the minimum score of the address to be treated by using an address auditing tool of the UADB place name address database, wherein the structured addresses comprise address section codes, address section names and deduction items.
When the method is applied, an address auditor firstly sets standard structured address auditing rule items from a rule base, initiates an address auditing request after setting auditing, utilizes an UADB place name address database address auditing tool to check address nodes, calculates deduction items and an output problem table list, and sets the minimum score to be treated for the address according to the address checking actual condition.
As a preferable technical means: the address inspection is to inspect all address sections on an address tree, and the precondition of the address inspection is to establish inspection rule items, set withhold score conforming to rules for each rule item, and carry out withhold processing on the address sections conforming to the inspection rule items, wherein the address inspection comprises single address section inspection, address section transverse inspection and address section longitudinal inspection. By establishing the auditing rules, the standard according to which the auditing is based can be effectively realized, and standardized checking management is realized.
As a preferable technical means: the address checking is to check each structured address according to the withholding score of the address node on the address tree, and count the withholding items of all address nodes forming a complete structured address to obtain the withholding score of the address; the structured addresses are ordered in reverse order according to the total withholding score of the structured addresses, the number of the addresses is counted according to the total withholding score of the addresses, and a corresponding table of the total withholding score of the structured addresses and the number of the addresses is output, so that the provincial company address auditors can set minimum scores for address treatment; and judging all addresses which are larger than or equal to the minimum treatment score as suspected error addresses according to the minimum treatment score required by the addresses, and outputting the suspected error addresses. Through establishing an address checking rule method, statistics and suspected error output of the deduction items are effectively achieved.
As a preferable technical means: the single address section inspection is to analyze and check only one address section on the address tree from the name length of the address section and the level of whether the address section can be split again according to the address specification, and only withhold the address section if any address section is found to accord with the inspection rule in the process of inspecting the address section. And single address section inspection is effectively realized.
As a preferable technical means: the transverse checking of the address section refers to checking in the same-level brother address section range of any address section in a standard structured address library in a transverse mode, if one address section is found to be in accordance with the checking rule item in the checking process, not only the address section is deducted, but also the address section which is found to be in accordance with the checking rule item in the checking process is required to be deducted. And the transverse inspection of the address section is effectively realized.
As a preferable technical means: the longitudinal checking of address sections refers to that in a longitudinal mode on an address tree of a standard structured address library, logic comparison checking is carried out on address sections contained in any one structured address within the range of upper and lower address sections plus gate addresses, and in the process of checking the address sections forming the structured address, if the address sections are found to accord with the checking rule, the address sections are withheld. The longitudinal inspection of address sections is effectively realized.
As a preferable technical means: the single address section auditing rule comprises 3 items:
1) Except the G level, aiming at the condition that the length of the address section name is greater than or equal to 7 Chinese characters, the withhold score is 1, the address section name contains Arabic numerals, and one Arabic numeral is equivalent to one Chinese character treatment;
2) Aiming at the address section, the address section can be split into a plurality of address sections again, and the withholding score is 1;
3) The withholding score is 1 for the address section containing incomplete half-angle special characters. A reliable single address node auditing rule method is effectively established.
As a preferable technical means: the address section transverse auditing rule comprises 4 items:
1) Aiming at I, J level, the address node is inconsistent with the tail character of the brother address node, and the withholding score is 1;
2) Aiming at I, J level, the number writing mode in the address node name and the brother name is inconsistent, and the deduction value is 1;
3) For the E, F, G, H, I, J level, the address node name and the same-level sibling address node name starting part are the same as the same-level sibling address node name starting part, and the withhold score is 1;
4) For the I, J level, if the same level sibling address node is empty in a particular region, the point score is 1. A reliable method for checking the address section transversely is effectively established.
As a preferable technical means: the longitudinal auditing rule of the address section comprises 4 items:
1) After the address section is split again, if the address level to which the obtained new address section belongs exists, the withholding score is 1;
2) The address section name comprises the name of the upper address section, and the withhold score is 1;
3) Aiming at F, G, H levels, the address level to which the address section belongs is inconsistent with the definition in the address specification, and the withhold score is 1;
4) For the G, H, I, J hierarchy, the relevant address hierarchy in the structured address is empty, but the address contains information of the address hierarchies, and the deduction value is 1. A reliable method for checking the address section transversely is effectively established.
As a preferable technical means: in the rule of the 3) transverse inspection of the address section, the similarity of the name of the address section and the name of the sibling address section of the same level is lower than 50 percent.
The beneficial effects are that: the method realizes the analysis of the address quality of the standard structured address library, supports the application depth and breadth of the structured address library, provides a systematic and complete address specification and check management method, checks the rule library, provides a basis for the discovery of problems, supports the derivation of a problem list, provides support for the treatment of subsequent problems, can effectively improve the working efficiency of address management staff, and realizes the fine management and control and treatment of address data.
Drawings
FIG. 1 is a schematic diagram of a power standard structured address library.
FIG. 2 is a flow chart of the address auditing method of the present invention.
Detailed Description
The technical scheme of the invention is further described in detail below with reference to the attached drawings.
As shown in fig. 2, an address auditing method of a power standard structured address library includes the following steps:
s1) provincial company address auditors formulate an address audit rule base for the power standard structured address base, and set standard structured address audit rule items;
s2) the provincial company address auditor initiates an address audit request;
s3) address auditing means are utilized to carry out address auditing on address nodes on the address tree, and withholding is carried out on the address nodes violating the auditing rule item;
s4) carrying out address checking withhold statistics on each complete structured address on the address tree by using an address auditing tool of the UADB place name address database, and outputting a data correspondence table of withhold score and address number;
s5) the provincial company address auditors set minimum scores to be treated according to the actual condition of address check;
s6) outputting all ten-level structured addresses and gate addresses which are larger than or equal to the minimum score of the address to be treated by using an address auditing tool of the UADB place name address database, wherein the structured addresses comprise address section codes, address section names and deduction items.
In order to realize the standard according to which the inspection is performed, an address inspection rule base needs to be formulated, the address inspection refers to the inspection of all address sections, the precondition of the address inspection is to establish inspection rule items, set withhold points conforming to rules for each rule item, and withhold the address sections conforming to the inspection rule items.
The address inspection is to inspect the address sections on the address tree, and the address inspection is divided into three types, namely single address section inspection, address section transverse inspection and address section longitudinal inspection.
(1) Single address section auditing
The single address section inspection refers to analysis and inspection from the name length of an address section and the level of whether the address section can be split again according to the address specification only for a certain address section on an address tree. In the process of checking any address section, if the address section is found to accord with the checking rule, only the address section is deducted. The single address section inspection rule base is as follows:
(2) Transverse checking of address sections
The transverse checking of the address node refers to checking in a transverse mode on an address tree in a standard structured address library in the same-level brother address node range of any address node. In the process of checking an address section, if the address section is found to be in accordance with the checking rule item, not only the address section is deducted, but also the address section which is found in the process of checking and causes the address section to be in accordance with the checking rule item is deducted. The address section transverse auditing rule base is as follows:
(3) Longitudinal checking of address section
The longitudinal checking of address sections refers to performing logic comparison checking on address sections contained in any one structured address in a longitudinal mode on an address tree of a standard structured address library within the range of upper and lower address sections plus gate addresses. In the process of checking the address sections forming the structured address, if the address sections are found to accord with the checking rule, the address sections are withheld. The longitudinal checking rule base of the address section is as follows:
in order to realize the standard according to which the checking is realized, an address checking rule needs to be formulated, and the address checking refers to counting the withholding items of all address sections forming a complete structured address, obtaining the withholding value of the address, grouping and counting according to the withholding value, outputting the withholding value of the structured address on an address tree and the corresponding number, judging the suspected error address according to the set address to be treated with the minimum value, and outputting the suspected error address in a specified format.
And the address checking is to check each piece of structured address according to the deduction value of the address node on the address tree, and the address checking comprises the following 3 items of contents:
(1) Calculating the total withholding score of each structured address according to the withholding score of the address node on the address tree;
(2) The structured addresses are ordered in reverse order according to the total withholding score of the structured addresses, the number of the addresses is counted according to the total withholding score of the addresses, and a corresponding table of the total withholding score of the structured addresses and the number of the addresses is output, so that the provincial company address auditors can set minimum scores for address treatment;
(3) And judging all addresses which are larger than or equal to the minimum treatment score as suspected error addresses according to the minimum treatment score required by the addresses, and outputting the suspected error addresses, including the gate addresses.
In this example, the exportable excel file format for suspected error addresses is as follows
The invention provides a systematic and complete address data auditing method based on the current situation of a standard structured address library of a power marketing system. The problems of address data are combed, and a general auditing rule base is formulated in a targeted manner, so that a basis is provided for the discovery of the problems; the checking rule base is formulated, so that the export of the problem list can be supported, and support is provided for the treatment of the follow-up problems; and a standardized working flow for applying the method is formulated, and the implementation and development of specific work are changed.
When the method is applied, an address auditor firstly sets standard structured address auditing rule items from a rule base, initiates an address auditing request after setting auditing, utilizes an UADB place name address database address auditing tool to check address nodes, calculates deduction items and an output problem table list, and sets the minimum score to be treated for the address according to the address checking actual condition.
The method for auditing the address of the electric power standard structured address library shown in fig. 2 is a specific embodiment of the present invention, has already demonstrated the outstanding substantial characteristics and significant progress of the present invention, and can be modified in terms of shape, structure, etc. according to actual use requirements, under the teaching of the present invention, all of which are within the scope of protection of the present invention.
Claims (7)
1. An address auditing method of an electric power standard structured address library is characterized by comprising the following steps:
1) Making an address checking rule base for the electric power standard structured address base, and setting standard structured address checking rule items;
2) Initiating an address auditing request;
3) Address auditing means of UADB place name address database is utilized to audit the address nodes on the address tree, and the address nodes violating the auditing rule items are withheld;
4) Performing address checking withhold statistics on each complete structured address on an address tree by using an address auditing tool of a UADB place name address database, and outputting a data correspondence table of withhold score and address number;
5) Setting a minimum score to be treated according to the actual condition of address checking;
6) Outputting all ten-level structured addresses and gate addresses which are larger than or equal to the minimum score of the address to be treated by using an address auditing tool of a UADB place name address database, wherein the structured addresses comprise address section codes, address section names and deduction items;
the address inspection is to inspect all address sections on an address tree, and the precondition of the address inspection is to establish inspection rule items, set withhold score conforming to rules for each rule item, and withhold address sections conforming to the inspection rule items, wherein the address inspection comprises single address section inspection, address section transverse inspection and address section longitudinal inspection;
the transverse checking of the address section refers to checking in the same-level brother address section range of any address section in a standard structured address library in a transverse mode, if one address section is found to be in accordance with the checking rule item in the process of checking, not only the address section is withheld, but also the address section which is found to be in accordance with the checking rule item in the process of checking is withheld;
the longitudinal checking of address sections refers to that in a longitudinal mode on an address tree of a standard structured address library, logic comparison checking is carried out on address sections contained in any one structured address within the range of upper and lower address sections plus gate addresses, and in the process of checking the address sections forming the structured address, if the address sections are found to accord with the checking rule, the address sections are withheld.
2. The method for auditing addresses of a power standard structured address library according to claim 1, wherein: the address checking is to check each structured address according to the withholding score of the address node on the address tree, and count the withholding items of all address nodes forming a complete structured address to obtain the withholding score of the address; the structured addresses are ordered in reverse order according to the total withholding score of the structured addresses, the number of the addresses is counted according to the total withholding score of the addresses, and a corresponding table of the total withholding score of the structured addresses and the number of the addresses is output, so that the provincial company address auditors can set minimum scores for address treatment; and judging all addresses which are larger than or equal to the minimum treatment score as suspected error addresses according to the minimum treatment score required by the addresses, and outputting the suspected error addresses.
3. The method for auditing addresses of a power standard structured address library according to claim 1, wherein: the single address section inspection is to analyze and check only one address section on the address tree from the name length of the address section and the level of whether the address section can be split again according to the address specification, and only withhold the address section if any address section is found to accord with the inspection rule in the process of inspecting the address section.
4. A method for auditing addresses of a power-standard structured address library according to claim 3, wherein: the single address section auditing rule comprises 3 items:
1) Except the G level, aiming at the condition that the length of the address section name is greater than or equal to 7 Chinese characters, the withhold score is 1, the address section name contains Arabic numerals, and one Arabic numeral is equivalent to one Chinese character treatment;
2) Aiming at the address section, the address section can be split into a plurality of address sections again, and the withholding score is 1;
3) The withholding score is 1 for the address section containing incomplete half-angle special characters.
5. The method for auditing addresses in a power-standard structured address library according to claim 4, wherein: the address section transverse auditing rule comprises 4 items:
1) Aiming at I, J level, the address node is inconsistent with the tail character of the brother address node, and the withholding score is 1;
2) Aiming at I, J level, the number writing mode in the address node name and the brother name is inconsistent, and the deduction value is 1;
3) For the E, F, G, H, I, J level, the address node name and the same-level sibling address node name starting part are the same as the same-level sibling address node name starting part, and the withhold score is 1;
4) For the I, J level, if there is no agreement in the case of whether the sibling address section of the same level is empty, the point value is 1.
6. The method for auditing addresses of a power standard structured address library according to claim 1, wherein: the longitudinal auditing rule of the address section comprises 4 items:
1) After the address section is split again, if the address level to which the obtained new address section belongs exists, the withholding score is 1;
2) The address section name comprises the name of the upper address section, and the withhold score is 1;
3) Aiming at F, G, H levels, the address level to which the address section belongs is inconsistent with the definition in the address specification, and the withhold score is 1;
4) For the G, H, I, J hierarchy, the relevant address hierarchy in the structured address is empty, but the address contains information of the address hierarchies, and the deduction value is 1.
7. The method for auditing addresses in a power-standard structured address library according to claim 5, wherein: in the rule of the 3) transverse inspection of the address section, the similarity of the name of the address section and the name of the sibling address section of the same level is lower than 50 percent.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201911229111.9A CN110866083B (en) | 2019-12-04 | 2019-12-04 | Address auditing method for electric power standard structured address library |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201911229111.9A CN110866083B (en) | 2019-12-04 | 2019-12-04 | Address auditing method for electric power standard structured address library |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN110866083A CN110866083A (en) | 2020-03-06 |
| CN110866083B true CN110866083B (en) | 2023-11-07 |
Family
ID=69657399
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201911229111.9A Active CN110866083B (en) | 2019-12-04 | 2019-12-04 | Address auditing method for electric power standard structured address library |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN110866083B (en) |
Families Citing this family (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN113986968B (en) * | 2021-10-22 | 2022-09-16 | 广西电网有限责任公司 | Scheme intelligent proofreading method based on electric power standard standardization datamation |
Citations (10)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101996247A (en) * | 2010-11-10 | 2011-03-30 | 百度在线网络技术（北京）有限公司 | Method and device for constructing address database |
| CN104866917A (en) * | 2015-05-08 | 2015-08-26 | 裴克铭管理咨询（上海）有限公司 | Confidence index mechanism of address matching accuracy |
| WO2016165538A1 (en) * | 2015-04-13 | 2016-10-20 | 阿里巴巴集团控股有限公司 | Address data management method and device |
| CN106557574A (en) * | 2016-11-23 | 2017-04-05 | 广东电网有限责任公司佛山供电局 | Destination address matching process and system based on tree construction |
| CN106649464A (en) * | 2016-09-26 | 2017-05-10 | 深圳市数字城市工程研究中心 | Method of building Chinese address tree and device |
| CN106845646A (en) * | 2016-12-02 | 2017-06-13 | 国网山东省电力公司电力科学研究院 | A kind of power marketing intelligence auditing system and method based on GIS platform |
| CN107748778A (en) * | 2017-10-20 | 2018-03-02 | 浪潮软件股份有限公司 | A kind of method and device for extracting address |
| CN108733810A (en) * | 2018-05-21 | 2018-11-02 | 北京神州泰岳软件股份有限公司 | A kind of address date matching process and device |
| CN108763215A (en) * | 2018-05-30 | 2018-11-06 | 中智诚征信有限公司 | A kind of address storage method, device and computer equipment based on address participle |
| CN110147418A (en) * | 2019-04-18 | 2019-08-20 | 厦门市美亚柏科信息股份有限公司 | It is a kind of to judge whether address standardizes, the method and system of Address Standardization |
Family Cites Families (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN100442275C (en) * | 2002-01-17 | 2008-12-10 | 戴尔产品有限公司 | Method and system for indentifying Chinese address data |
| US10366351B2 (en) * | 2011-10-14 | 2019-07-30 | Experian Health, Inc. | Information standardization and verification |
-
2019
- 2019-12-04 CN CN201911229111.9A patent/CN110866083B/en active Active
Patent Citations (10)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101996247A (en) * | 2010-11-10 | 2011-03-30 | 百度在线网络技术（北京）有限公司 | Method and device for constructing address database |
| WO2016165538A1 (en) * | 2015-04-13 | 2016-10-20 | 阿里巴巴集团控股有限公司 | Address data management method and device |
| CN104866917A (en) * | 2015-05-08 | 2015-08-26 | 裴克铭管理咨询（上海）有限公司 | Confidence index mechanism of address matching accuracy |
| CN106649464A (en) * | 2016-09-26 | 2017-05-10 | 深圳市数字城市工程研究中心 | Method of building Chinese address tree and device |
| CN106557574A (en) * | 2016-11-23 | 2017-04-05 | 广东电网有限责任公司佛山供电局 | Destination address matching process and system based on tree construction |
| CN106845646A (en) * | 2016-12-02 | 2017-06-13 | 国网山东省电力公司电力科学研究院 | A kind of power marketing intelligence auditing system and method based on GIS platform |
| CN107748778A (en) * | 2017-10-20 | 2018-03-02 | 浪潮软件股份有限公司 | A kind of method and device for extracting address |
| CN108733810A (en) * | 2018-05-21 | 2018-11-02 | 北京神州泰岳软件股份有限公司 | A kind of address date matching process and device |
| CN108763215A (en) * | 2018-05-30 | 2018-11-06 | 中智诚征信有限公司 | A kind of address storage method, device and computer equipment based on address participle |
| CN110147418A (en) * | 2019-04-18 | 2019-08-20 | 厦门市美亚柏科信息股份有限公司 | It is a kind of to judge whether address standardizes, the method and system of Address Standardization |
Non-Patent Citations (2)
| Title |
|---|
| 郑爱武 ; .基于地址语义及树状分析的用电地址自纠错模型研究.自动化与仪器仪表.2017,(第08期),全文. * |
| 郑爱武 等.结构化地址库地址质量提升探索.《电子测试》.2017,(第01期),1-2. * |
Also Published As
| Publication number | Publication date |
|---|---|
| CN110866083A (en) | 2020-03-06 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN111444351B (en) | Knowledge graph construction method and device in industrial process field | |
| CN106168965B (en) | Knowledge graph construction system | |
| CN106709065B (en) | Address information standardization processing method and device | |
| CN110597870A (en) | Enterprise relation mining method | |
| CN112307153B (en) | Automatic construction method and device of industrial knowledge base and storage medium | |
| CN104915334A (en) | Automatic extraction method of key information of bidding project based on semantic analysis | |
| CN107704512A (en) | Financial product based on social data recommends method, electronic installation and medium | |
| CN107273295A (en) | A kind of software problem reporting sorting technique based on text randomness | |
| CN106528828A (en) | Multi-dimensional checking rule-based data quality detection method | |
| CN110990529B (en) | Industry detail dividing method and system for enterprises | |
| CN113468317B (en) | Resume screening method, system, equipment and storage medium | |
| CN110674152B (en) | Data synchronization method and device, storage medium and electronic equipment | |
| CN109858025B (en) | Word segmentation method and system for address standardized corpus | |
| CN111651585A (en) | Information verification method and device, electronic equipment and storage medium | |
| CN110866083B (en) | Address auditing method for electric power standard structured address library | |
| CN112966111A (en) | AI-based automatic classification method and system for object attribute text | |
| CN106844782B (en) | Network-oriented multi-channel big data acquisition system and method | |
| CN113535818A (en) | Method and equipment for constructing audit comprehensive knowledge base | |
| CN111523433B (en) | Standardized processing method, device and equipment for end address of express mail | |
| CN106257457A (en) | A kind of public sentiment compiles method | |
| Wen et al. | OLMPT: research on online log parsing method based on prefix tree | |
| Wen et al. | Code similarity detection using ast and textual information | |
| CN105023108B (en) | A kind of acquisition methods and system to marking data | |
| CN106682107A (en) | Method and device for determining database table incidence relation | |
| CN107992590B (en) | Big data system beneficial to information comparison |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| GR01 | Patent grant | ||
| GR01 | Patent grant |