CN107330055A - public sentiment monitoring method and system - Google Patents
public sentiment monitoring method and system Download PDFInfo
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- CN107330055A CN107330055A CN201710512468.2A CN201710512468A CN107330055A CN 107330055 A CN107330055 A CN 107330055A CN 201710512468 A CN201710512468 A CN 201710512468A CN 107330055 A CN107330055 A CN 107330055A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/30—Information retrieval; Database structures therefor; File system structures therefor of unstructured textual data
- G06F16/33—Querying
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/95—Retrieval from the web
- G06F16/953—Querying, e.g. by the use of web search engines
- G06F16/9535—Search customisation based on user profiles and personalisation
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q50/00—Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
- G06Q50/01—Social networking
Abstract
The invention discloses a kind of public sentiment monitoring method and system, methods described includes：Think that information obtains multichip carrier information in collection network；Acquisition database is put into after the multichip carrier information is carried out into preliminary screening and filtering；Information in the acquisition database is carried out to the matching of keyword, the first data are obtained after such as the match is successful；First data are performed into news type matching, the second data are obtained after such as the match is successful；Second data are performed into type of business matching, such as the match is successful obtains the 3rd data, by the 3rd data publication.The technical scheme that the present invention is provided has the advantages that to carry out effective monitoring to public feelings information.
Description
Technical field
The present invention relates to network and computer realm, more particularly to a kind of public sentiment monitoring method and system.
Background technology
Huge change also occurs for today of high speed development in internet, the circulation way of public sentiment, internet into
The people's livelihood will of the people, the important channel of enterprise supervision trade trend are listened attentively to for government.Pass through internet medium, the appearance and change of public sentiment
It can be highlighted within the extremely short time, public sentiment has distinct characteristics of the times.Its Information Communication showed it is straight
Connecing property, sudden, information source the diversity of public sentiment hot, interactive, the information content the deviation of public sentiment main body are with passing
Media Era of uniting, which is compared, has huge difference, it is easy to which forming bandwagon effect makes public opinion trend extreme, it is difficult to control.Government, enterprise
Industry, industry all pay much attention to network public-opinion work, build in time and effective network public-opinion monitoring mechanism, will turn into the coming years
The main development direction of Social Public Feelings work.
Existing technical scheme is wireless to carry out effective monitoring to public sentiment so that user can not realize effective control to public sentiment
System.
The content of the invention
The application provides a kind of public sentiment monitoring method.Its technical scheme for solving prior art can not be realized effective to public sentiment
Control shortcoming.
On the one hand there is provided a kind of public sentiment monitoring method, methods described includes：
Think that information obtains multichip carrier information in collection network；
Acquisition database is put into after the multichip carrier information is carried out into preliminary screening and filtering；By in the acquisition database
Information carry out the matching of keyword, such as obtain the first data after the match is successful；
First data are performed into news type matching, the second data are obtained after such as the match is successful；
Second data are performed into type of business matching, such as the match is successful obtains the 3rd data, by the 3rd data publication.
Optionally, methods described also includes：
The information of matching is subjected to statistics generation list of matches, the public sentiment for receiving user's transmission subscribes to request, to the user
Send and the subscription corresponding list of matches of request.
Optionally, the information by the acquisition database carries out the matching of keyword, including：
Data to acquisition database carry out title match, and title match successfully obtains the 4th data, the 4th data are entered
Every trade industry keyword match, such as the match is successful obtains the 5th data, the 5th data are performed important keyword, early warning keyword with
And remaining Keywords matching, such as match determination the match is successful and obtain the first data.
Optionally, it is described that first data are performed into news type matching, including：
First data are performed with A-share keyword, client's keyword and enterprise's Keywords matching, such as the match is successful obtains the
Six data；6th data are determined whether to match title, title is such as matched and obtains the 7th data；7th data are performed new
Type matching is heard, such as the match is successful obtains the second data.
Optionally, it is described that second data are performed into type of business matching, including：
Second data are carried out with enterprise matching, such as enterprise the match is successful obtains the 3rd data, such as enterprise's matching is unsuccessful, will
The execution industry matching of second data, such as industry are added to the 3rd data after the match is successful.
Second aspect includes there is provided a kind of public sentiment supervising device, described device：
Acquisition module, for gathering thinking in network, information obtains multichip carrier information；
First processing module, for being put into acquisition database after the multichip carrier information is carried out into preliminary screening and filtering；
Processing module, the matching for the information in the acquisition database to be carried out to keyword, after such as the match is successful
To the first data；First data are performed into news type matching, the second data are obtained after such as the match is successful；By the second data
Type of business matching is performed, such as the match is successful obtains the 3rd data, by the 3rd data publication.
Optionally, described device also includes：
List block, for the information of matching to be carried out into statistics generation list of matches, the public sentiment for receiving user's transmission is subscribed to
Request, sends and the subscription corresponding list of matches of request to the user.
Optionally, the processing module, specifically for the data of acquisition database are carried out with title match, title match into
Work(obtains the 4th data, and the 4th data are carried out with industry keyword match, and such as the match is successful obtains the 5th data, to the 5th data
Important keyword, early warning keyword and remaining Keywords matching are performed, determination is such as matched the match is successful and obtain the first data.
Optionally, the processing module, is closed for performing A-share keyword, client's keyword and enterprise to the first data
Keyword is matched, and such as the match is successful obtains the 6th data；6th data are determined whether to match title, title is such as matched and obtains
7th data；7th data are performed with news type matching, such as the match is successful obtains the second data.
The third aspect is there is provided a kind of computer-readable recording medium, and it stores the computer journey for electronic data interchange
Sequence, wherein, the computer program causes computer to perform the method that first aspect is provided.
The technical scheme that the present invention is provided is by preliminary filtering, Keywords matching, news type matching and the type of business
After the operation of matching, data publication is performed, so it can carry out the advantage of effective monitoring to public sentiment.
Brief description of the drawings
In order to illustrate the technical solution of the embodiments of the present invention more clearly, being used required in being described below to embodiment
Accompanying drawing be briefly described, it should be apparent that, drawings in the following description are some embodiments of the present invention, for this area
For those of ordinary skill, on the premise of not paying creative work, other accompanying drawings can also be obtained according to these accompanying drawings.
A kind of schematic flow sheet for public sentiment monitoring method that Fig. 1 provides for the first better embodiment of the invention；
A kind of flow signal of the matching flow and method for keyword that Fig. 2 provides for the second better embodiment of the invention
Figure.
A kind of schematic flow sheet for news type matching process that Fig. 3 provides for the 3rd better embodiment of the invention.
A kind of schematic flow sheet for type of business matching process that Fig. 4 provides for the 4th better embodiment of the invention.
A kind of hardware structure diagram for public sentiment supervising device that Fig. 5 provides for the specific embodiment of the invention.
Embodiment
Below in conjunction with the accompanying drawing in the embodiment of the present invention, the technical scheme in the embodiment of the present invention is carried out clear, complete
Site preparation is described, it is clear that described embodiment is a part of embodiment of the invention, rather than whole embodiments.Based on this hair
Embodiment in bright, the every other implementation that those of ordinary skill in the art are obtained under the premise of creative work is not made
Example, belongs to the scope of protection of the invention.
Term " first ", " second ", " the 3rd " in description and claims of this specification and the accompanying drawing and "
Four " etc. be to be used to distinguish different objects, rather than for describing particular order.In addition, term " comprising " and " having " and it
Any deformation, it is intended that covering non-exclusive is included.For example contain the process of series of steps or unit, method, be
The step of system, product or equipment are not limited to list or unit, but the step of alternatively also include not listing or list
Member, or alternatively also include for the intrinsic other steps of these processes, method, product or equipment or unit.
Referenced herein " embodiment " is it is meant that the special characteristic, structure or the characteristic that describe can be wrapped in conjunction with the embodiments
In at least one embodiment of the present invention.Each position in the description occur the phrase might not each mean it is identical
Embodiment, nor the independent or alternative embodiment with other embodiments mutual exclusion.Those skilled in the art explicitly and
Implicitly understand, embodiment described herein can be combined with other embodiments.
Mobile terminal described by the embodiment of the present invention can include smart mobile phone (such as Android phone, iOS mobile phones,
Windows Phone mobile phones etc.), tablet personal computer, palm PC, notebook computer, mobile internet device (MID, Mobile
Internet Devices) or Wearable etc., above-mentioned mobile terminal is only citing, and non exhaustive, including but not limited to upper
State mobile terminal.
Refering to Fig. 1, a kind of public sentiment monitoring method that Fig. 1 provides for the specific embodiment of the invention, this method is by intelligent end
Realize that the intelligent terminal is specifically as follows in end：Smart mobile phone (such as Android phone, iOS mobile phones, Windows Phone mobile phones
Deng), tablet personal computer, palm PC, notebook computer, mobile internet device (MID, Mobile Internet Devices)
Or Wearable etc., this method is as shown in figure 1, comprise the following steps：
Information in step S101, collection network obtains multichip carrier information.
Step S102, will multichip carrier information carry out preliminary screening and filtering after be put into acquisition database.
Step S103, the matching by the information progress keyword in acquisition database, the first number is obtained after such as the match is successful
According to progress step S104.
Step S104, the first data are performed to news type matching, the second data are such as obtained after the match is successful, step is performed
S105。
Step S105, the second data are performed to type of business matching, such as the match is successful obtains the 3rd data, by the 3rd data
Issue.
The technical scheme that the present invention is provided is by preliminary filtering, Keywords matching, news type matching and the type of business
After the operation of matching, data publication is performed, so it can carry out the advantage of effective monitoring to public sentiment.
Optionally, the above method can also include after step S105：
The information of above-mentioned matching is subjected to statistics generation list of matches, the public sentiment for receiving user's transmission subscribes to request, to this
User sends and the corresponding list of matches of subscription request.
Above-mentioned terminal device can be further managed by system management module to information, and can assemble editing's correlation report
The information such as table, bulletin, prompting push to all types of displaying ends；Different type is logged in by unified account number to show end or receive
Polytype information carrier, checks the public feelings information of subscription, and reference is provided for operation and decision-making.
Refering to Fig. 2, the matching schematic flow sheet for the keyword that Fig. 2 provides for the present invention, as shown in Fig. 2 including following step
Suddenly：
Step S201, the data to acquisition database carry out title match, and title match successfully obtains the 4th data, carries out
Step S202.
Step S202, the 4th data are carried out with industry keyword match, such as the match is successful obtains the 5th data, carries out step
S203。
Step S203, the 5th data are performed with important keyword, early warning keyword and remaining Keywords matching, such as matched
The first data are obtained to determining that the match is successful.
Refering to Fig. 3, the schematic flow sheet for the news type matching process that Fig. 3 provides for the present invention, as shown in figure 3, including
Following steps：
Step S301, the first data are performed with A-share keyword, client's keyword and enterprise's Keywords matching, such as matched
Successfully obtain the 6th data.
Step S302, the 6th data are determined whether to match title, such as match title and obtain the 7th data.
Step S303, the 7th data are performed with news type matching, such as the match is successful obtains the second data.
Refering to Fig. 4, the schematic flow sheet for the type of business matching process that Fig. 4 provides for the present invention, as shown in figure 4, including
Following steps：
Step S401, enterprise matching is carried out to the second data, such as matching obtains the 3rd data, perform step S402, such as not
Match and then perform step S403.
Step S402, by the 3rd data publication.
Step S403, the second data are performed to industry matching, as matching is also added to the 3rd data, and perform step
S402。
A kind of public sentiment supervising device is provided refering to Fig. 5, Fig. 5, described device includes：
Acquisition module 501, for gathering thinking in network, information obtains multichip carrier information；
First processing module 502, for being put into acquisition database after the multichip carrier information is carried out into preliminary screening and filtering；
Processing module 503, the matching for the information in the acquisition database to be carried out to keyword, after such as the match is successful
Obtain the first data；First data are performed into news type matching, the second data are obtained after such as the match is successful；By the second number
According to type of business matching is performed, such as the match is successful obtains the 3rd data, by the 3rd data publication.
Optionally, described device also includes：
List block 504, for the information of matching to be carried out into statistics generation list of matches, the public sentiment for receiving user's transmission is ordered
Request is read, is sent and the subscription corresponding list of matches of request to the user.
Optionally, processing module 503, specifically for the data of acquisition database are carried out with title match, title match into
Work(obtains the 4th data, and the 4th data are carried out with industry keyword match, and such as the match is successful obtains the 5th data, to the 5th data
Important keyword, early warning keyword and remaining Keywords matching are performed, determination is such as matched the match is successful and obtain the first data.
Optionally, processing module 503, it is crucial for performing A-share keyword, client's keyword and enterprise to the first data
Word is matched, and such as the match is successful obtains the 6th data；6th data are determined whether to match title, title is such as matched and obtains
Seven data；7th data are performed with news type matching, such as the match is successful obtains the second data.
The third aspect is there is provided a kind of computer-readable recording medium, and it stores the computer journey for electronic data interchange
Sequence, wherein, the computer program causes computer to perform the method provided such as Fig. 1.
Fourth aspect is there is provided a kind of computer program product, and the computer program product includes storing computer journey
The non-transient computer-readable recording medium of sequence, the computer program is operable to make computer perform as Fig. 1 is provided
Method.
It should be noted that for each foregoing embodiment of the method, in order to be briefly described, therefore it is all expressed as to one it is
The combination of actions of row, but those skilled in the art should know, the present invention is not limited by described sequence of movement, because
For according to the present invention, certain some step can be carried out sequentially or simultaneously using other.Secondly, those skilled in the art also should
Know, embodiment described in this description belongs to preferred embodiment, involved action and module not necessarily this hair
Necessary to bright.
In the above-described embodiments, the description to each embodiment all emphasizes particularly on different fields, and is not described in some embodiment
Part, may refer to the associated description of other embodiment.
One of ordinary skill in the art will appreciate that all or part of step in the various methods of above-described embodiment is can
To instruct the hardware of correlation to complete by program, the program can be stored in a computer-readable recording medium, storage
Medium can include：Flash disk, read-only storage (English：Read-Only Memory, referred to as：ROM), random access device (English
Text：Random Access Memory, referred to as：RAM), disk or CD etc..
The explanation of above example is only intended to the method and its core concept for helping to understand the present invention；Simultaneously for this
The those skilled in the art in field, according to the thought of the present invention, will change in specific embodiments and applications,
In summary, this specification content should not be construed as limiting the invention.
Claims (10)
1. a kind of public sentiment monitoring method, it is characterised in that methods described includes：
Think that information obtains multichip carrier information in collection network；
Acquisition database is put into after the multichip carrier information is carried out into preliminary screening and filtering；By the letter in the acquisition database
Breath carries out the matching of keyword, and the first data are obtained after such as the match is successful；
First data are performed into news type matching, the second data are obtained after such as the match is successful；
Second data are performed into type of business matching, such as the match is successful obtains the 3rd data, by the 3rd data publication.
2. according to the method described in claim 1, it is characterised in that methods described also includes：
The information of matching is subjected to statistics generation list of matches, the public sentiment for receiving user's transmission is subscribed to request, sent to the user
With the subscription corresponding list of matches of request.
3. according to the method described in claim 1, it is characterised in that the information by the acquisition database carries out crucial
The matching of word, including：
Data to acquisition database carry out title match, and title match successfully obtains the 4th data, every trade is entered to the 4th data
Industry keyword match, such as the match is successful obtains the 5th data, and the 5th data are performed with important keyword, early warning keyword and is remained
Remaining Keywords matching, such as matching determination, the match is successful obtains the first data.
4. according to the method described in claim 1, it is characterised in that described that first data are performed into news type matching,
Including：
First data are performed with A-share keyword, client's keyword and enterprise's Keywords matching, such as the match is successful obtains the 6th number
According to；6th data are determined whether to match title, title is such as matched and obtains the 7th data；News category is performed to the 7th data
Type is matched, and such as the match is successful obtains the second data.
5. according to the method described in claim 1, it is characterised in that described that second data are performed into type of business matching, including：
Second data are carried out with enterprise matching, such as enterprise the match is successful obtains the 3rd data, such as enterprise's matching is unsuccessful, by second
Data execution industry matching, such as industry are added to the 3rd data after the match is successful.
6. a kind of public sentiment supervising device, it is characterised in that described device includes：
Acquisition module, for gathering thinking in network, information obtains multichip carrier information；
First processing module, for being put into acquisition database after the multichip carrier information is carried out into preliminary screening and filtering；
Processing module, the matching for the information in the acquisition database to be carried out to keyword such as obtains the after the match is successful
One data；First data are performed into news type matching, the second data are obtained after such as the match is successful；Second data are performed
The type of business is matched, and such as the match is successful obtains the 3rd data, by the 3rd data publication.
7. device according to claim 6, it is characterised in that described device also includes：
List block, for the information of matching to be carried out into statistics generation list of matches, the public sentiment for receiving user's transmission subscribes to request,
Sent and the subscription corresponding list of matches of request to the user.
8. device according to claim 6, it is characterised in that
The processing module, carries out title match, title match successfully obtains the 4th specifically for the data to acquisition database
4th data are carried out industry keyword match by data, and such as the match is successful obtains the 5th data, and the 5th data are performed with important close
Keyword, early warning keyword and remaining Keywords matching, such as match determination the match is successful and obtain the first data.
9. device according to claim 6, it is characterised in that
The processing module, for performing A-share keyword, client's keyword and enterprise's Keywords matching to the first data, such as
The match is successful obtains the 6th data；6th data are determined whether to match title, title is such as matched and obtains the 7th data；It is right
7th data perform news type matching, and such as the match is successful obtains the second data.
10. a kind of computer-readable recording medium, it is characterised in that it stores the computer program for electronic data interchange,
Wherein, the computer program causes computer to perform the method as described in claim any one of 1-5.
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| CN201710512468.2A CN107330055A (en) | 2017-06-29 | 2017-06-29 | public sentiment monitoring method and system |
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|---|---|---|---|
| CN201710512468.2A CN107330055A (en) | 2017-06-29 | 2017-06-29 | public sentiment monitoring method and system |
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| CN107330055A true CN107330055A (en) | 2017-11-07 |
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Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN108021706A (en) * | 2017-12-28 | 2018-05-11 | 广州市西美信息科技有限公司 | network information acquisition method and device |
Citations (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN102546771A (en) * | 2011-12-27 | 2012-07-04 | 西安博构电子信息科技有限公司 | Cloud mining network public opinion monitoring system based on characteristic model |
| CN104346425A (en) * | 2014-07-28 | 2015-02-11 | 中国科学院计算技术研究所 | Method and system of hierarchical internet public sentiment indication system |
| CN104408157A (en) * | 2014-12-05 | 2015-03-11 | 四川诚品电子商务有限公司 | Funnel type data gathering, analyzing and pushing system and method for online public opinion |
| US20150207704A1 (en) * | 2012-06-26 | 2015-07-23 | Beijing Qihoo Technology Company Limited | Public opinion information display system and method |
| CN106097114A (en) * | 2016-06-27 | 2016-11-09 | 江苏易乐网络科技有限公司 | A kind of game public sentiment monitoring and player's behavior analysis cloud service platform |
| CN106156232A (en) * | 2015-04-24 | 2016-11-23 | 阿里巴巴集团控股有限公司 | A kind of monitoring method and apparatus of spreading network information |
| CN106339392A (en) * | 2015-07-09 | 2017-01-18 | 北大方正集团有限公司 | Method and device for obtaining public sentiment information |
-
2017
- 2017-06-29 CN CN201710512468.2A patent/CN107330055A/en active Pending
Patent Citations (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN102546771A (en) * | 2011-12-27 | 2012-07-04 | 西安博构电子信息科技有限公司 | Cloud mining network public opinion monitoring system based on characteristic model |
| US20150207704A1 (en) * | 2012-06-26 | 2015-07-23 | Beijing Qihoo Technology Company Limited | Public opinion information display system and method |
| CN104346425A (en) * | 2014-07-28 | 2015-02-11 | 中国科学院计算技术研究所 | Method and system of hierarchical internet public sentiment indication system |
| CN104408157A (en) * | 2014-12-05 | 2015-03-11 | 四川诚品电子商务有限公司 | Funnel type data gathering, analyzing and pushing system and method for online public opinion |
| CN106156232A (en) * | 2015-04-24 | 2016-11-23 | 阿里巴巴集团控股有限公司 | A kind of monitoring method and apparatus of spreading network information |
| CN106339392A (en) * | 2015-07-09 | 2017-01-18 | 北大方正集团有限公司 | Method and device for obtaining public sentiment information |
| CN106097114A (en) * | 2016-06-27 | 2016-11-09 | 江苏易乐网络科技有限公司 | A kind of game public sentiment monitoring and player's behavior analysis cloud service platform |
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN108021706A (en) * | 2017-12-28 | 2018-05-11 | 广州市西美信息科技有限公司 | network information acquisition method and device |
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