CN102043841A - Multi-source information supplying method based on Web technology and integrated service system thereof - Google Patents
Multi-source information supplying method based on Web technology and integrated service system thereof Download PDFInfo
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Abstract
The invention discloses a multi-source information supplying method based on Web technology, comprising the following steps of: pre-processing multi-source information, then loading the pre-processed information to a predesigned data warehouse in different subjects through ETL operation, wherein the data warehouse is stored in a database server, the multi-source information comprises user information and network source classification information, and the ETL operation comprises extraction, conversion and loading; extracting a pre-established analysis module from an actual user requirement, and combining with an expert system to model for the data in the data warehouse to form a model library to be stored in a data market, wherein the module library in the data market is transmitted to a client display device through an exchanger and a Web server so as to be selected by the client. The invention further discloses an integrated service system for realizing the scheme. The time for searching and querying the information is reduced and the convenient and rapid service is provided by utilizing the method and the system.
Description
Technical field
The present invention relates to method for supplying information and integrated service system thereof, relate in particular to a kind of multi-source information supply method and integrated service system thereof based on the Web technology.
Background technology
Along with popularizing of internet, network provides the information resources of magnanimity for masses, but also need search in numerous Internet resources for the real needs of individuality, and screens coupling by the otherness of individuality, thereby obtains the result that the user needs.If the user can be according to the demand customization various information of oneself, the user of all ages and classes, different levels, different personality can be according to the particular demands of oneself like this, the match information that obtains the network transmission of timing or not timing.Can significantly reduce the time of user search information like this, will bring great convenience to the user.Therefore, those skilled in the art is devoted to develop a kind of multi-source information supply method and integrated service system thereof that satisfies individual individual demand customization.
Summary of the invention
Because the above-mentioned defective of prior art, technical matters to be solved by this invention provides a kind of multi-source information supply method and integrated service system thereof based on the Web technology, the user can carry out the customization of information needed according to individual demand, thereby for the user provides comprehensively, comprehensive, practical, specialized individual affair information.
For achieving the above object, the invention provides a kind of multi-source information supply method, comprise the steps: based on the Web technology
Multi-source information is carried out pre-service, operation is loaded in the data warehouse of pre-designed different themes through ETL then, described data warehouse storage is in database server, described multi-source information comprises user profile and Internet resources classified information, and described ETL is operating as extraction, conversion, load operation;
The analytical model of setting up is in advance extracted from actual user's demand, and in conjunction with expert system the data in the described data warehouse are carried out modeling, the formation model bank also is kept in the Data Mart;
Model bank in the described Data Mart is transported to the client terminal display device by switch and Web server, calls for customer selecting.
In better embodiment of the present invention, describedly multi-source information is carried out pretreated step comprise: write storing process by the Oracle sql like language, and invalid data is screened out, missing data is repaired, field is carried out normalization.
Further, described user profile comprises age information, kinsfolk's information, certificate address information, educational background information, hobby information and important commemoration day information, described Internet resources classified information comprises traffic network information, the distributed intelligence of diet public place of entertainment, medical information, the announcement information of sub-district property and neighbourhood committee's issue, described data warehouse comprises the traffic information data warehouse, food and drink recreation data warehouse, the tele-medicine data warehouse, the important information data warehouse, described Data Mart comprises the family finance module, the children's education module, the communications and transportation module, diet amusement module and common information module.
Further, described expert system comprises the knowledge and experience that the one or more experts in certain field provide.
In another better embodiment of the present invention, described analytical model comprises data fusion/mining task administration module and fusion/mining algorithm collection, described data fusion/mining task administration module is responsible for according to the information service requirement, concentrate to select the algorithm of executing the task at fusion/mining algorithm by matcher, and in conjunction with the knowledge and experience in the described expert system, carry out corresponding dredge operation, the formation model bank also is kept in the Data Mart.
Further, described fusion/mining algorithm collection comprises Clustering Model algorithm, sorting algorithm, frequent item set mining algorithm, prediction algorithm and optimized Algorithm, and described fusion/mining algorithm collection is open structure, can add the functional module of various needs.
Further, described data fusion/mining task administration module calls the Clustering Model algorithm that fusion/mining algorithm is concentrated, the step that forms model bank further comprises: at first, characteristics according to the user in database are carried out cluster to its attribute, user's characteristics comprise age information, kinsfolk's information, the synthesized attribute information of hobby information and so on, call again and have different classes of pairing relevant information in the database server in advance, then according to requirements of different users, introduce the knowledge and experience in the described expert system, form model bank and be saved in the Data Mart of corresponding classification.
Preferably, describedly data are carried out modeling finally form the step that model bank is kept at Data Mart and realize by Java language.
Further, described Web server is realized that by the JSP technology described switch transmits data by wired or wireless mode to described client terminal display device.
The present invention also provides a kind of multi-source information based on the Web technology integrated service system, comprise database server, data application server, Web server, switch and terminal presentation facility, be provided with data warehouse in the wherein said database server, be provided with analytical model, expert system and Data Mart in the described data application server;
Described database server is used for storing subscriber information and Internet resources classified information, and it is carried out pre-service and ETL operation, is loaded in the data warehouse of pre-designed different themes;
Described data application server is connected with described database server, described data application server is responsible for according to user's request, the analytical model of setting up is in advance extracted from actual user's demand, and the data in the described data warehouse are carried out modeling in conjunction with described expert system, the final model bank that forms is kept in the Data Mart, supplies with Web server and calls;
Described Web server is connected with described data application server, described Web server comprises the UI of system user interface and replys member that described system UI user interface is made of the access log query statistic module of user log-in block, user's operational administrative module, authority supporting module, client terminal, data query statistical module and the server configures module that answer service produces; The described member of replying is finished agreement with resolution system, according to the request of terminal and the docking mode determined, connects by setting up TCP, makes described web server send data to browser;
The input end of described switch is connected with described Web server, the output terminal of described switch is connected with described terminal presentation facility, the data that described web server sends insert described switch, are transferred to described client terminal display device by wired or wireless mode.
Preferably, the described member of replying is finished with the protocol analysis of resolution system and is adopted multi-process mode, multithreading and asynchronous system.
Further, wherein said expert system comprises the knowledge and experience that the one or more experts in certain field provide.
In better embodiment of the present invention, stored user information comprises age information, kinsfolk's information, certificate address information, academic information, hobby information and important commemoration day information in the wherein said database server.
Further, the Internet resources classified information of storing in the wherein said database server comprises the announcement information of traffic network information, the distributed intelligence of diet public place of entertainment, medical information, sub-district property and neighbourhood committee's issue.
Further, wherein said data warehouse comprises traffic information data warehouse, food and drink recreation data warehouse, tele-medicine data warehouse and important information data warehouse.
Further, wherein said Data Mart comprises family finance module, children's education module, communications and transportation module, diet amusement module and common information module.
Further, wherein said database server is an Oracle DB database.
Further, wherein said data application server adopts Java language to realize.
Preferably, wherein said Web server is realized by the JSP technology.
Compared with prior art, the present invention only needs the user to formulate related request, just can be regularly or the obtaining and the corresponding information needed resource of customer requirements of not timing, need not the user and from the Internet resources of magnanimity, carry out loaded down with trivial details search work, fundamentally reduce the time of search inquiry information, and specialized integrated information service is provided, realize that individuality obtains quickly and easily for information needed.
Be described further below with reference to the technique effect of accompanying drawing, to understand purpose of the present invention, feature and effect fully design of the present invention, concrete structure and generation.
Description of drawings
Fig. 1 is the system framework sketch of a preferred embodiment of the integrated service system of multi-source information of the present invention;
Fig. 2 is the system framework figure of a preferred embodiment of the integrated service system of multi-source information of the present invention.
Embodiment
The invention discloses a kind of multi-source information supply method, comprise the steps: based on the Web technology
Multi-source information is carried out pre-service, operation is loaded in the data warehouse of pre-designed different themes through ETL then, described data warehouse storage is in database server, described multi-source information comprises user profile and Internet resources classified information, and described ETL is operating as extraction, conversion, load operation;
The analytical model of setting up is in advance extracted from actual user's demand, and in conjunction with expert system the data in the described data warehouse are carried out modeling, the formation model bank also is kept in the Data Mart;
Model bank in the described Data Mart is transported to the client terminal display device by switch and Web server, calls for customer selecting.
Describedly multi-source information is carried out pretreated step comprise: write storing process by the Oracle sql like language, and invalid data is screened out, missing data is repaired, field is carried out normalization.
Described user profile comprises age information, kinsfolk's information, certificate address information, educational background information, hobby information and important commemoration day information, described Internet resources classified information comprises traffic network information, the distributed intelligence of diet public place of entertainment, medical information, the announcement information of sub-district property and neighbourhood committee's issue, described data warehouse comprises the traffic information data warehouse, food and drink recreation data warehouse, the tele-medicine data warehouse, the important information data warehouse, described Data Mart comprises the family finance module, the children's education module, the communications and transportation module, diet amusement module and common information module.
Described expert system comprises the knowledge and experience that the one or more experts in certain field provide.
Described analytical model comprises data fusion/mining task administration module and fusion/mining algorithm collection, described data fusion/mining task administration module is responsible for according to the information service requirement, concentrate to select the algorithm of executing the task at fusion/mining algorithm by matcher, and in conjunction with the knowledge and experience in the described expert system, carry out corresponding dredge operation, the formation model bank also is kept in the Data Mart.
Described fusion/mining algorithm collection comprises Clustering Model algorithm, sorting algorithm, frequent item set mining algorithm, prediction algorithm and optimized Algorithm, and described fusion/mining algorithm collection is open structure, can add the functional module of various needs.
Described data fusion/mining task administration module calls the Clustering Model algorithm that fusion/mining algorithm is concentrated, the step that forms model bank further comprises: at first, characteristics according to the user in database are carried out cluster to its attribute, user's characteristics comprise age information, kinsfolk's information, the synthesized attribute information of hobby information and so on, call again and have different classes of pairing relevant information in the database server in advance, then according to requirements of different users, introduce the knowledge and experience in the described expert system, form model bank and be saved in the Data Mart of corresponding classification.
Describedly data are carried out modeling finally form the step that model bank is kept at Data Mart and realize by Java language.
Described Web server is realized that by the JSP technology described switch transmits data by wired or wireless mode to described client terminal display device.
As depicted in figs. 1 and 2, the present invention also provides a kind of multi-source information based on the Web technology integrated service system, comprise database server 1, data application server 2, Web server 3, switch 4 and terminal presentation facility 5, be provided with data warehouse in the wherein said database server, be provided with analytical model, expert system and Data Mart in the described data application server;
Described database server is used for storing subscriber information and Internet resources classified information, and it is carried out pre-service and ETL operation, is loaded in the data warehouse of pre-designed different themes;
Described data application server is connected with described database server, described data application server is responsible for according to user's request, the analytical model of setting up is in advance extracted from actual user's demand, and the data in the described data warehouse are carried out modeling in conjunction with described expert system, the final model bank that forms is kept in the Data Mart, supplies with Web server and calls;
Described Web server is connected with described data application server, described Web server comprises the UI of system user interface and replys member that described system UI user interface is made of the access log query statistic module of user log-in block, user's operational administrative module, authority supporting module, client terminal, data query statistical module and the server configures module that answer service produces; The described member of replying is finished agreement with resolution system, according to the request of terminal and the docking mode determined, connects by setting up TCP, makes described web server send data to browser;
The input end of described switch is connected with described Web server, the output terminal of described switch is connected with described terminal presentation facility, the data that described web server sends insert described switch, are transferred to described client terminal display device by wired or wireless mode.
The described member of replying is finished with the protocol analysis of resolution system and is adopted multi-process mode, multithreading and asynchronous system.
Described expert system comprises the knowledge and experience that the one or more experts in certain field provide.
Stored user information comprises age information, kinsfolk's information, certificate address information, academic information, hobby information and important commemoration day information in the described database server.
The Internet resources classified information of storing in the described database server comprises the announcement information of traffic network information, the distributed intelligence of diet public place of entertainment, medical information, sub-district property and neighbourhood committee's issue.
Described data warehouse comprises traffic information data warehouse, food and drink recreation data warehouse, tele-medicine data warehouse and important information data warehouse.
Described Data Mart comprises family finance module, children's education module, communications and transportation module, diet amusement module and common information module.
Described database server is an Oracle DB database.
Described data application server adopts Java language to realize.
Described Web server is realized by the JSP technology.
More than describe preferred embodiment of the present invention in detail.The ordinary skill that should be appreciated that this area need not creative work and just can design according to the present invention make many modifications and variations.Therefore, all technician in the art all should be in the determined protection domain by claims under this invention's idea on the basis of existing technology by the available technical scheme of logical analysis, reasoning, or a limited experiment.
Claims (19)
1. the multi-source information supply method based on the Web technology comprises the steps:
Multi-source information is carried out pre-service, operation is loaded in the data warehouse of pre-designed different themes through ETL then, described data warehouse storage is in database server, described multi-source information comprises user profile and Internet resources classified information, and described ETL is operating as extraction, conversion, load operation;
The analytical model of setting up is in advance extracted from actual user's demand, and in conjunction with expert system the data in the described data warehouse are carried out modeling, the formation model bank also is kept in the Data Mart;
Model bank in the described Data Mart is transported to the client terminal display device by switch and Web server, calls for customer selecting.
2. the multi-source information supply method based on the Web technology as claimed in claim 1, wherein multi-source information being carried out pretreated step comprises: write storing process by the Oracle sql like language, and invalid data is screened out, missing data is repaired, field is carried out normalization.
3. the multi-source information supply method based on the Web technology as claimed in claim 1, wherein user profile comprises age information, kinsfolk's information, certificate address information, educational background information, hobby information and important commemoration day information, described Internet resources classified information comprises traffic network information, the distributed intelligence of diet public place of entertainment, medical information, the announcement information of sub-district property and neighbourhood committee's issue, described data warehouse comprises the traffic information data warehouse, food and drink recreation data warehouse, the tele-medicine data warehouse, the important information data warehouse, described Data Mart comprises the family finance module, the children's education module, the communications and transportation module, diet amusement module and common information module.
4. the multi-source information supply method based on the Web technology as claimed in claim 1, wherein expert system comprises the knowledge and experience that the one or more experts in certain field provide.
5. the multi-source information supply method based on the Web technology as claimed in claim 4, wherein said analytical model comprises data fusion/mining task administration module and fusion/mining algorithm collection, described data fusion/mining task administration module is responsible for according to the information service requirement, concentrate to select the algorithm of executing the task at fusion/mining algorithm by matcher, and in conjunction with the knowledge and experience in the described expert system, carry out corresponding dredge operation, the formation model bank also is kept in the Data Mart.
6. the multi-source information supply method based on the Web technology as claimed in claim 5, wherein fusion/mining algorithm collection comprises Clustering Model algorithm, sorting algorithm, frequent item set mining algorithm, prediction algorithm and optimized Algorithm, described fusion/mining algorithm collection is open structure, can add the functional module of various needs.
7. the multi-source information supply method based on the Web technology as claimed in claim 6, wherein data fusion/mining task administration module calls the Clustering Model algorithm that fusion/mining algorithm is concentrated, the step that forms model bank further comprises: at first, characteristics according to the user in database are carried out cluster to its attribute, user's characteristics comprise age information, kinsfolk's information, the synthesized attribute information of hobby information and so on, call again and have different classes of pairing relevant information in the database server in advance, then according to requirements of different users, introduce the knowledge and experience in the described expert system, form model bank and be saved in the Data Mart of corresponding classification.
8. the multi-source information supply method based on the Web technology as claimed in claim 1 wherein carries out modeling to data and finally forms the step that model bank is kept at Data Mart and realize by Java language.
9. the multi-source information supply method based on the Web technology as claimed in claim 1, wherein said Web server are realized that by the JSP technology described switch transmits data by wired or wireless mode to described client terminal display device.
10. integrated service system of the multi-source information based on the Web technology, comprise database server, data application server, Web server, switch and client terminal display device, be provided with data warehouse in the wherein said database server, be provided with analytical model, expert system and Data Mart in the described data application server;
Described database server is used for storing subscriber information and Internet resources classified information, and it is carried out pre-service and ETL operation, is loaded in the data warehouse of pre-designed different themes;
Described data application server is connected with described database server, described data application server is responsible for according to user's request, the analytical model of setting up is in advance extracted from actual user's demand, and the data in the described data warehouse are carried out modeling in conjunction with described expert system, the final model bank that forms is kept in the Data Mart, supplies with Web server and calls;
Described Web server is connected with described data application server, described Web server comprises the UI of system user interface and replys member that described system UI user interface is made of the access log query statistic module of user log-in block, user's operational administrative module, authority supporting module, client terminal, data query statistical module and the server configures module that answer service produces; The described member of replying is finished agreement with resolution system, according to the request of terminal and the docking mode determined, connects by setting up TCP, makes described web server send data to browser;
The input end of described switch is connected with described Web server, the output terminal of described switch is connected with described terminal presentation facility, the data that described web server sends insert described switch, are transferred to described client terminal display device by wired or wireless mode.
11. the integrated service system of the multi-source information based on the Web technology as claimed in claim 10, the wherein said member of replying is finished with the protocol analysis of resolution system and is adopted multi-process mode, multithreading and asynchronous system.
12. the integrated service system of the multi-source information based on the Web technology as claimed in claim 10, wherein said expert system comprises the knowledge and experience that the one or more experts in the field provide.
13. the integrated service system of the multi-source information based on the Web technology as claimed in claim 10, stored user information comprises age information, kinsfolk's information, certificate address information, academic information, hobby information and important commemoration day information in the wherein said database server.
14. the integrated service system of the multi-source information based on the Web technology as claimed in claim 10, the Internet resources classified information of storing in the wherein said database server comprise the announcement information of traffic network information, the distributed intelligence of diet public place of entertainment, medical information, sub-district property and neighbourhood committee's issue.
15. the integrated service system of the multi-source information based on the Web technology as claimed in claim 10, wherein said data warehouse comprise traffic information data warehouse, food and drink recreation data warehouse, tele-medicine data warehouse and important information data warehouse.
16. the integrated service system of the multi-source information based on the Web technology as claimed in claim 10, wherein said Data Mart comprises family finance module, children's education module, communications and transportation module, diet amusement module and common information module.
17. the integrated service system of the multi-source information based on the Web technology as claimed in claim 10, wherein said database server is an oracle database.
18. the integrated service system of the multi-source information based on the Web technology as claimed in claim 10, wherein said data application server adopt Java language to realize.
19. the integrated service system of the multi-source information based on the Web technology as claimed in claim 10, wherein said Web server is realized by the JSP technology.
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| CN108632263A (en) * | 2018-04-25 | 2018-10-09 | 杭州闪捷信息科技股份有限公司 | A kind of detection method of SQL injection point |
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| CN110334088A (en) * | 2019-07-11 | 2019-10-15 | 江苏曲速教育科技有限公司 | Educational data management system |
| CN112256795A (en) * | 2020-10-10 | 2021-01-22 | 广西电网有限责任公司 | Data integration platform data service system |
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