CN111046264A - Public opinion cue processing method, system, readable storage medium and computer equipment - Google Patents

Public opinion cue processing method, system, readable storage medium and computer equipment Download PDF

Info

Publication number
CN111046264A
CN111046264A CN201911203577.1A CN201911203577A CN111046264A CN 111046264 A CN111046264 A CN 111046264A CN 201911203577 A CN201911203577 A CN 201911203577A CN 111046264 A CN111046264 A CN 111046264A
Authority
CN
China
Prior art keywords
public opinion
public
keywords
information
clue
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.)
Granted
Application number
CN201911203577.1A
Other languages
Chinese (zh)
Other versions
CN111046264B (en
Inventor
张弛
周继斌
江泊
肖武林
邓智诚
肖恒
石望来
胡堃
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Jiangxi Tele Zone Communication Co ltd
Original Assignee
Jiangxi Tele Zone Communication Co ltd
Priority date (The priority date 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 date listed.)
Filing date
Publication date
Application filed by Jiangxi Tele Zone Communication Co ltd filed Critical Jiangxi Tele Zone Communication Co ltd
Priority to CN201911203577.1A priority Critical patent/CN111046264B/en
Publication of CN111046264A publication Critical patent/CN111046264A/en
Application granted granted Critical
Publication of CN111046264B publication Critical patent/CN111046264B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90Details of database functions independent of the retrieved data types
    • G06F16/95Retrieval from the web
    • G06F16/951Indexing; Web crawling techniques
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90Details of database functions independent of the retrieved data types
    • G06F16/95Retrieval from the web
    • G06F16/953Querying, e.g. by the use of web search engines
    • G06F16/9538Presentation of query results
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02DCLIMATE CHANGE MITIGATION TECHNOLOGIES IN INFORMATION AND COMMUNICATION TECHNOLOGIES [ICT], I.E. INFORMATION AND COMMUNICATION TECHNOLOGIES AIMING AT THE REDUCTION OF THEIR OWN ENERGY USE
    • Y02D10/00Energy efficient computing, e.g. low power processors, power management or thermal management

Landscapes

  • Engineering & Computer Science (AREA)
  • Databases & Information Systems (AREA)
  • Theoretical Computer Science (AREA)
  • Data Mining & Analysis (AREA)
  • Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)

Abstract

The invention discloses a public opinion clue processing method, a system, a readable storage medium and computer equipment, wherein the method comprises the following steps: capturing public sentiment information of the whole network according to a preset public sentiment capturing scheme to obtain a plurality of public sentiment clues; calculating the value index of each public opinion clue according to a value index generation rule, and sequencing each public opinion clue according to the value index; when the value index of a certain target public sentiment clue in all the public sentiment clues exceeds a set threshold value, marking the target public sentiment clue and showing the target public sentiment clue in a striking mode. The invention can inform the inspecting officer to pay attention to or preferentially process the target public opinion clue in a striking way, thereby improving the public opinion clue acquisition source and clue analysis and judgment efficiency of the inspecting officer and realizing the effect of quickly finding the target public opinion clue from a large amount of network data.

Description

Public opinion cue processing method, system, readable storage medium and computer equipment
Technical Field
The invention relates to the technical field of internet, in particular to a public opinion cue processing method, a public opinion cue processing system, a readable storage medium and computer equipment.
Background
The network public opinion is a collection of emotion, attitude, opinion and viewpoint expression, transmission and interaction of vast netizens and subsequent influence by taking a network as a carrier and taking an event as a core. With the increasingly important role of the network in the social life of China, governments and related enterprises and public institutions also pay more and more attention to the monitoring and early warning of network public sentiment, and public sentiment analysis and monitoring become research fields with great strategic and practical significance.
However, because of the huge amount of information on the internet, an effective solution is lacking in the prior art, so that an inspector cannot quickly find a target public opinion clue from a large amount of network data, the network public opinion processing is easily delayed, bad emotions of people are possibly induced, violation and overexcitation of the people are caused, and further, the social stability is threatened.
Disclosure of Invention
Therefore, an object of the present invention is to provide a public opinion clue processing method to solve the problem that the prior art cannot quickly find a target public opinion clue from a large amount of network data.
The invention provides a public opinion clue processing method, which comprises the following steps:
capturing public sentiment information of the whole network according to a preset public sentiment capturing scheme to obtain a plurality of public sentiment clues;
calculating the value index of each public opinion clue according to a value index generation rule, and sequencing each public opinion clue according to the value index;
when the value index of a certain target public sentiment clue in all the public sentiment clues exceeds a set threshold value, marking the target public sentiment clue and showing the target public sentiment clue in a striking mode.
According to the public opinion clue processing method provided by the invention, public opinion information of the whole network is firstly captured through a preset public opinion capturing scheme to obtain a plurality of public opinion clues, then the value index of each public opinion clue is calculated according to a value index generation rule, and each public opinion clue is sequenced according to the value index, so that the public opinion clues with high value index are positioned in the front, and finally when the value index of a certain target public opinion clue exceeds a set threshold value, the target public opinion clue is marked and displayed in a striking way, namely the target public opinion clue is informed to pay attention or preferentially process the clue in the striking way, so that the public opinion acquisition source and clue analysis and judgment efficiency of the detecting officer are improved, and the effect of quickly finding the target public opinion clue from a large amount of network data is realized.
In addition, the public opinion cue processing method of the invention can also have the following additional technical characteristics:
further, the preset public opinion capturing scheme comprises scheme name configuration, public interest type configuration, information carrier configuration, logic keyword configuration and filtering keyword configuration;
the scheme name is configured to mark an execution sequence of each public opinion grabbing program;
the configuration of the commonweal type is used to determine the domain to which the commonweal litigation case relates;
the information carrier is configured to determine a network platform for public opinion information release;
the logic keywords are configured to determine a logic relationship among a plurality of keywords, and the keywords are used for matching public opinion information on a network platform;
the filtering keywords are configured to prevent the public opinion information from entering a public opinion information capture list when one or more of the filtering keywords exist in the public opinion information.
Further, the step of grabbing the public opinion information of the whole network according to a preset public opinion grabbing scheme comprises:
defining a target network platform for searching public opinion information according to a configured information carrier;
article information on the target network platform is determined according to the configuration of the logic keywords in the public opinion capturing scheme, and the determined article information is captured into a list to be filtered;
retrieving information in the list to be filtered by using the configuration of filtering keywords in the public opinion capturing scheme, and removing the information from the list to be filtered when any keyword in the list to be filtered is matched with the filtering keyword;
and classifying the public welfare types of the list to be filtered according to the public welfare type configuration in the public welfare capturing scheme, and storing the public welfare types into a corresponding database table.
Further, the logic keywords comprise a first logic word and a second logic word, the first logic word is an and, and the second logic word is an or;
when the logic keyword is the first logic word, the keywords are in parallel relation, and the captured public opinion information needs to contain all keywords in the keywords;
when the logic keyword is the first ear logic word, the keywords are mutually independent, and the captured public opinion information only needs to contain or contain any one of the keywords.
Further, the step of article information on the target network platform defined according to the configuration of the logic keywords in the public opinion capturing scheme includes:
and when all keywords in the first logic words or any keyword in the second logic words exist in the article information, capturing the article information into the list to be filtered.
Further, in the step of calculating the value index of each public opinion cue according to the value index generation rule, the value index of the public opinion cue is calculated by adopting the following formula:
JCI=20%×M+{80%×[G1×ln(C1+1)+G2×ln(C2+1)+G3×ln(C3+1)+G4×ln(C4+1)......+Gn×ln(Cn+1)]}×10;
wherein JCI represents a value index, M represents the media authority of the source of the public opinion clue, G represents the keyword accuracy, and C represents the matching times of the keywords.
Another objective of the present invention is to provide a public opinion clue processing system to solve the problem that the prior art cannot quickly find a target public opinion clue from a large amount of network data.
A public opinion cue processing system, the system comprising:
the grabbing module is used for grabbing the public opinion information of the whole network according to a preset public opinion grabbing scheme so as to obtain a plurality of public opinion clues;
the calculating module is used for calculating the value index of each public opinion clue according to a value index generating rule and sequencing each public opinion clue according to the value index;
and the display module is used for marking the target public sentiment clues and displaying the target public sentiment clues in a striking mode when the value index of one target public sentiment clue in all the public sentiment clues exceeds a set threshold value.
According to the public opinion clue processing system provided by the invention, public opinion information of the whole network is firstly captured through a preset public opinion capturing scheme to obtain a plurality of public opinion clues, then the value index of each public opinion clue is calculated according to the value index generation rule, and each public opinion clue is sequenced according to the value index, so that the public opinion clues with high value index are positioned in the front, and finally when the value index of a certain target public opinion clue exceeds a set threshold value, the target public opinion clue is marked and displayed in a striking way, namely the target public opinion clue is informed to pay attention or preferentially process the clue in the striking way, so that the public opinion obtaining source and clue analysis and judgment efficiency of the detecting officer are improved, and the effect of quickly finding the target public opinion clue from a large amount of network data is realized.
In addition, the public opinion cue processing system according to the invention may further have the following additional technical features:
further, the preset public opinion capturing scheme comprises scheme name configuration, public interest type configuration, information carrier configuration, logic keyword configuration and filtering keyword configuration;
the scheme name is configured to mark an execution sequence of each public opinion grabbing program;
the configuration of the commonweal type is used to determine the domain to which the commonweal litigation case relates;
the information carrier is configured to determine a network platform for public opinion information release;
the logic keywords are configured to determine a logic relationship among a plurality of keywords, and the keywords are used for matching public opinion information on a network platform;
the filtering keywords are configured to prevent the public opinion information from entering a public opinion information capture list when one or more of the filtering keywords exist in the public opinion information.
Further, the grabbing module is specifically configured to:
defining a target network platform for searching public opinion information according to a configured information carrier;
article information on the target network platform is determined according to the configuration of the logic keywords in the public opinion capturing scheme, and the determined article information is captured into a list to be filtered;
retrieving information in the list to be filtered by using the configuration of filtering keywords in the public opinion capturing scheme, and removing the information from the list to be filtered when any keyword in the list to be filtered is matched with the filtering keyword;
and classifying the public welfare types of the list to be filtered according to the public welfare type configuration in the public welfare capturing scheme, and storing the public welfare types into a corresponding database table.
Further, the logic keywords comprise a first logic word and a second logic word, the first logic word is an and, and the second logic word is an or;
when the logic keyword is the first logic word, the keywords are in parallel relation, and the captured public opinion information needs to contain all keywords in the keywords;
when the logic keyword is the first ear logic word, the keywords are mutually independent, and the captured public opinion information only needs to contain or contain any one of the keywords.
Further, the grasping module is further configured to:
and when all keywords in the first logic words or any keyword in the second logic words exist in the article information, capturing the article information into the list to be filtered.
Further, the calculation module is used for calculating the value index of the public opinion clue by adopting the following formula:
JCI=20%×M+{80%×[G1×ln(C1+1)+G2×ln(C2+1)+G3×ln(C3+1)+G4×ln(C4+1)......+Gn×ln(Cn+1)]}×10;
wherein JCI represents a value index, M represents the media authority of the source of the public opinion clue, G represents the keyword accuracy, and C represents the matching times of the keywords.
The invention also proposes a readable storable medium on which a computer program is stored which, when being executed by a processor, carries out the steps of the above-mentioned method.
The invention also proposes a computer device comprising a memory, a processor and a computer program stored on the memory and executable on the processor, the processor implementing the steps of the above method when executing the program.
Additional aspects and advantages of the invention will be set forth in part in the description which follows and, in part, will be obvious from the description, or may be learned by practice of the invention.
Drawings
The above and/or additional aspects and advantages of embodiments of the present invention will become apparent and readily appreciated from the following description of the embodiments, taken in conjunction with the accompanying drawings of which:
fig. 1 is a flowchart illustrating a public opinion cue processing method according to a first embodiment of the invention;
fig. 2 is a schematic structural diagram of a public opinion cue processing system according to a second embodiment of the present invention.
Detailed Description
In order to make the objects, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are some, but not all, embodiments of the present invention. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
Referring to fig. 1, a public opinion cue processing method according to a first embodiment of the present invention includes steps S101 to S103.
S101, capturing the public sentiment information of the whole network through a preset public sentiment capturing scheme to obtain a plurality of public sentiment clues.
Wherein, the network crawler technology can be utilized to grab the public sentiment information of the whole network according to the preset public sentiment grabbing scheme
The preset public opinion capturing scheme specifically comprises scheme name configuration, public interest type configuration, information carrier configuration, logic keyword configuration and filtering keyword configuration.
The plan names are configured to mark each execution sequence of the public opinion capturing program, one plan name is one execution sequence, and the plan name is, for example, "XX house removal public opinion analysis", and then the plan name is one execution sequence.
The public welfare type configuration is used for determining the fields related to public welfare litigation cases, such as the fields of ecological environment and resource protection, food and drug safety, national resource protection, national land transfer, British protection and the like, so that the information grabbed by each public opinion scheme is definitely automatically classified into the corresponding public welfare type, and the work of classifying and combing clues by an inspector is reduced.
The information carrier is configured to determine a network platform for public opinion information publishing, such as a microblog, an electronic newspaper, news, a forum, a WeChat public number, a post, a question and answer, a comment, a government website and the like, and performs targeted public opinion information capture. For example: only 'WeChat public number' is configured, and the public opinion scheme executes information capture only on a WeChat public number platform.
The logic keywords are configured to determine a logic relationship among the keywords, and the keywords are used for matching public opinion information on the network platform. The logic keywords specifically include a first logic word and a second logic word, the first logic word is an and, and the second logic word is an or. When the logic keyword is the first logic word, the keywords are in parallel relation, and the captured public opinion information needs to contain all keywords in the keywords; when the logic keyword is the first ear logic word, the keywords are mutually independent, and the captured public opinion information only needs to contain or contain any one of the keywords.
The filtering keywords are configured to prevent the public opinion information from entering a public opinion information capture list when one or more of the filtering keywords exist in the public opinion information.
Specifically, the public opinion capturing scheme is added as a unique identifier to a sequence executed by a public opinion capturing program, public interest types are used for classifying captured network information, information carriers are used for defining the information capturing range, keywords are configured for executing matching of the network information, wherein the matching is 100% of the keywords, or any matching of the keywords, the information enters a list to be filtered, and the public opinion information list is removed if any matching of the filtering keywords is performed.
Based on the above public opinion capturing scheme, the steps of capturing the public opinion information of the whole network include S1011 to S1014.
S1011, defining a target network platform for searching public opinion information according to the configured information carrier;
s1012, article information on the target network platform is determined according to the configuration of the logic keywords in the public opinion capturing scheme, and the determined article information is captured into a list to be filtered;
according to the configuration rule of the logic keywords, when all keywords in the first logic words or any keyword in the second logic words exist in the article information, the article information is captured into the list to be filtered.
S1013, retrieving information in the list to be filtered by using the configuration of filtering keywords in the public opinion capturing scheme, and removing the information from the list to be filtered when any keyword in the list to be filtered is matched with the filtering keyword;
and S1014, carrying out public welfare type classification processing on the list to be filtered according to the public welfare type configuration in the public welfare capturing scheme, and storing the public welfare type classification processing into a corresponding database table.
S102, calculating the value index of each public opinion clue according to a value index generation rule, and sequencing each public opinion clue according to the value index.
Specifically, for the source of public sentiment clues, three dimensions are divided according to the authority of the network platform, and three media authority degrees M are set, as shown in the following table:
Figure BDA0002296459540000071
according to the accuracy of the keywords in summarizing or expressing the public opinion information required to be obtained, three kinds of keyword accuracy G are set, and the following table is shown:
Figure BDA0002296459540000081
the matching times of each keyword are set according to the keywords which are matched successfully with each piece of captured public opinion information: the number of times of keywords C.
Based on the above, in calculating the value index of each public opinion cue according to a value index generation rule, the value index of the public opinion cue is calculated by specifically adopting the following formula:
JCI=20%×M+{80%×[G1×ln(C1+1)+G2×ln(C2+1)+G3×ln(C3+1)+G4×ln(C4+1)......+Gn×ln(Cn+1)]}×10;
wherein JCI represents a value index, M represents the media authority of the source of the public opinion clue, G represents the keyword accuracy, and C represents the matching times of the keywords.
And calculating a value index from large to small according to the value index value of each public opinion information. Or sorted by small to large.
And S103, when the value index of a certain target public opinion cue in all the public opinion cues exceeds a set threshold value, marking the target public opinion cue and showing the target public opinion cue in a striking mode.
When the specific implementation is carried out, a threshold value for prompting alarm needs to be preset, when the value index of a certain target public opinion clue exceeds the set threshold value, the target public opinion clue is marked as 'important', and the target public opinion clue is displayed in a wakening mode, such as a pop-up window or different colors.
According to the public opinion clue processing method provided by the invention, public opinion information of the whole network is firstly captured through a preset public opinion capturing scheme to obtain a plurality of public opinion clues, then the value index of each public opinion clue is calculated according to a value index generation rule, and each public opinion clue is sequenced according to the value index, so that the public opinion clues with high value index are positioned in the front, and finally when the value index of a certain target public opinion clue exceeds a set threshold value, the target public opinion clue is marked and displayed in a striking way, namely the target public opinion clue is informed to pay attention or preferentially process the clue in the striking way, so that the public opinion acquisition source and clue analysis and judgment efficiency of the detecting officer are improved, and the effect of quickly finding the target public opinion clue from a large amount of network data is realized.
Referring to fig. 2, based on the same inventive concept, a public opinion cue processing system according to a second embodiment of the present invention includes:
the grasping module 10 is used for grasping the public sentiment information of the whole network according to a preset public sentiment grasping scheme so as to obtain a plurality of public sentiment clues;
the calculating module 20 is used for calculating the value index of each public opinion clue according to a value index generating rule and sequencing each public opinion clue according to the value index;
the display module 30 is configured to mark a target public sentiment cue when a value index of a target public sentiment cue in all the public sentiment cues exceeds a set threshold, and display the target public sentiment cue in a striking manner.
In this embodiment, the preset public opinion capturing scheme includes configuration of a scheme name, configuration of a public welfare type, configuration of an information carrier, configuration of a logic keyword, and configuration of a filtering keyword;
the scheme name is configured to mark an execution sequence of each public opinion grabbing program;
the configuration of the commonweal type is used to determine the domain to which the commonweal litigation case relates;
the information carrier is configured to determine a network platform for public opinion information release;
the logic keywords are configured to determine a logic relationship among a plurality of keywords, and the keywords are used for matching public opinion information on a network platform;
the filtering keywords are configured to prevent the public opinion information from entering a public opinion information capture list when one or more of the filtering keywords exist in the public opinion information.
In this embodiment, the grabbing module 10 is specifically configured to:
defining a target network platform for searching public opinion information according to a configured information carrier;
article information on the target network platform is determined according to the configuration of the logic keywords in the public opinion capturing scheme, and the determined article information is captured into a list to be filtered;
retrieving information in the list to be filtered by using the configuration of filtering keywords in the public opinion capturing scheme, and removing the information from the list to be filtered when any keyword in the list to be filtered is matched with the filtering keyword;
and classifying the public welfare types of the list to be filtered according to the public welfare type configuration in the public welfare capturing scheme, and storing the public welfare types into a corresponding database table.
In this embodiment, the logic keywords include a first logic word and a second logic word, where the first logic word is an and the second logic word is an or;
when the logic keyword is the first logic word, the keywords are in parallel relation, and the captured public opinion information needs to contain all keywords in the keywords;
when the logic keyword is the first ear logic word, the keywords are mutually independent, and the captured public opinion information only needs to contain or contain any one of the keywords.
In this embodiment, the grabbing module 10 is further configured to:
and when all keywords in the first logic words or any keyword in the second logic words exist in the article information, capturing the article information into the list to be filtered.
In this embodiment, the calculating module 20 is configured to calculate the value index of the public sentiment clue by using the following formula:
JCI=20%×M+{80%×[G1×ln(C1+1)+G2×ln(C2+1)+G3×ln(C3+1)+G4×ln(C4+1)......+Gn×ln(Cn+1)]}×10;
wherein JCI represents a value index, M represents the media authority of the source of the public opinion clue, G represents the keyword accuracy, and C represents the matching times of the keywords.
According to the public opinion clue processing system of the embodiment, public opinion information of the whole network is firstly grabbed through a preset public opinion grabbing scheme to obtain a plurality of public opinion clues, then the value index of each public opinion clue is calculated according to the value index generation rule, each public opinion clue is sequenced according to the value index, the public opinion clues with high value indexes are positioned in the front, finally when the value index of a certain target public opinion clue exceeds a set threshold value, the target public opinion clue is marked and displayed in a striking mode, namely, a detecting officer is informed to pay attention or preferentially process the clue in the striking mode, so that the public opinion clue obtaining source and clue analysis and judgment efficiency of the detecting officer are improved, and the effect of quickly finding the target public opinion clue from a large amount of network data is realized.
Furthermore, an embodiment of the present invention also proposes a readable storage medium, on which computer instructions are stored, which when executed by a processor implement the steps of the method described in the first embodiment.
Furthermore, an embodiment of the present invention also provides a computer device, which includes a memory, a processor, and a computer program stored on the memory and executable on the processor, and the processor implements the steps of the method in the first embodiment when executing the program.
The logic and/or steps represented in the flowcharts or otherwise described herein, e.g., an ordered listing of executable instructions that can be considered to implement logical functions, can be embodied in any computer-readable medium for use by or in connection with an instruction execution system, apparatus, or device, such as a computer-based system, processor-containing system, or other system that can fetch the instructions from the instruction execution system, apparatus, or device and execute the instructions. For the purposes of this description, a "computer-readable medium" can be any means that can contain, store, communicate, propagate, or transport the program for use by or in connection with the instruction execution system, apparatus, or device.
More specific examples (a non-exhaustive list) of the computer-readable medium would include the following: an electrical connection (electronic device) having one or more wires, a portable computer diskette (magnetic device), a Random Access Memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber device, and a portable compact disc read-only memory (CDROM). Additionally, the computer-readable medium could even be paper or another suitable medium upon which the program is printed, as the program can be electronically captured, via for instance optical scanning of the paper or other medium, then compiled, interpreted or otherwise processed in a suitable manner if necessary, and then stored in a computer memory.
It should be understood that portions of the present invention may be implemented in hardware, software, firmware, or a combination thereof. In the above embodiments, the various steps or methods may be implemented in software or firmware stored in memory and executed by a suitable instruction execution system. For example, if implemented in hardware, as in another embodiment, any one or combination of the following techniques, which are known in the art, may be used: a discrete logic circuit having a logic gate circuit for implementing a logic function on a data signal, an application specific integrated circuit having an appropriate combinational logic gate circuit, a Programmable Gate Array (PGA), a Field Programmable Gate Array (FPGA), or the like.
In the description herein, references to the description of the term "one embodiment," "some embodiments," "an example," "a specific example," or "some examples," etc., mean that a particular feature, structure, material, or characteristic described in connection with the embodiment or example is included in at least one embodiment or example of the invention. In this specification, the schematic representations of the terms used above do not necessarily refer to the same embodiment or example. Furthermore, the particular features, structures, materials, or characteristics described may be combined in any suitable manner in any one or more embodiments or examples.
While embodiments of the invention have been shown and described, it will be understood by those of ordinary skill in the art that: various changes, modifications, substitutions and alterations can be made to the embodiments without departing from the principles and spirit of the invention, the scope of which is defined by the claims and their equivalents.

Claims (10)

1. A public opinion cue processing method is characterized in that the method comprises the following steps:
capturing public sentiment information of the whole network according to a preset public sentiment capturing scheme to obtain a plurality of public sentiment clues;
calculating the value index of each public opinion clue according to a value index generation rule, and sequencing each public opinion clue according to the value index;
when the value index of a certain target public sentiment clue in all the public sentiment clues exceeds a set threshold value, marking the target public sentiment clue and showing the target public sentiment clue in a striking mode.
2. The public opinion cue processing method according to claim 1, wherein the preset public opinion capturing scheme comprises a scheme name configuration, a public welfare type configuration, an information carrier configuration, a logic keyword configuration, and a filtering keyword configuration;
the scheme name is configured to mark an execution sequence of each public opinion grabbing program;
the configuration of the commonweal type is used to determine the domain to which the commonweal litigation case relates;
the information carrier is configured to determine a network platform for public opinion information release;
the logic keywords are configured to determine a logic relationship among a plurality of keywords, and the keywords are used for matching public opinion information on a network platform;
the filtering keywords are configured to prevent the public opinion information from entering a public opinion information capture list when one or more of the filtering keywords exist in the public opinion information.
3. The public opinion cue processing method according to claim 2, wherein the step of capturing the public opinion information of the whole network according to a preset public opinion capturing scheme comprises:
defining a target network platform for searching public opinion information according to a configured information carrier;
article information on the target network platform is determined according to the configuration of the logic keywords in the public opinion capturing scheme, and the determined article information is captured into a list to be filtered;
retrieving information in the list to be filtered by using the configuration of filtering keywords in the public opinion capturing scheme, and removing the information from the list to be filtered when any keyword in the list to be filtered is matched with the filtering keyword;
and classifying the public welfare types of the list to be filtered according to the public welfare type configuration in the public welfare capturing scheme, and storing the public welfare types into a corresponding database table.
4. The public opinion cue processing method according to claim 3, wherein the logic keywords comprise a first logic word and a second logic word, the first logic word is AND, the second logic word is OR;
when the logic keyword is the first logic word, the keywords are in parallel relation, and the captured public opinion information needs to contain all keywords in the keywords;
when the logic keyword is the first ear logic word, the keywords are mutually independent, and the captured public opinion information only needs to contain or contain any one of the keywords.
5. The public opinion cue processing method according to claim 4, wherein the step of enclosing the article information on the target network platform according to the configuration of the logic keywords in the public opinion catching scheme comprises:
and when all keywords in the first logic words or any keyword in the second logic words exist in the article information, capturing the article information into the list to be filtered.
6. The public opinion cue processing method according to claim 2, wherein in the step of calculating the value index of each public opinion cue according to the value index generating rule, the value index of the public opinion cue is calculated by using the following formula:
JCI=20%×M+{80%×[G1×ln(C1+1)+G2×ln(C2+1)+G3×ln(C3+1)+G4×ln(C4+1)......+Gn×ln(Cn+1)]}×10;
wherein JCI represents a value index, M represents the media authority of the source of the public opinion clue, G represents the keyword accuracy, and C represents the matching times of the keywords.
7. A public opinion cue processing system, the system comprising:
the grabbing module is used for grabbing the public opinion information of the whole network according to a preset public opinion grabbing scheme so as to obtain a plurality of public opinion clues;
the calculating module is used for calculating the value index of each public opinion clue according to a value index generating rule and sequencing each public opinion clue according to the value index;
and the display module is used for marking the target public sentiment clues and displaying the target public sentiment clues in a striking mode when the value index of one target public sentiment clue in all the public sentiment clues exceeds a set threshold value.
8. The public opinion cue processing system according to claim 7, wherein the preset public opinion capturing scheme comprises a scheme name configuration, a public interest type configuration, an information carrier configuration, a logic keyword configuration, and a filtering keyword configuration;
the scheme name is configured to mark an execution sequence of each public opinion grabbing program;
the configuration of the commonweal type is used to determine the domain to which the commonweal litigation case relates;
the information carrier is configured to determine a network platform for public opinion information release;
the logic keywords are configured to determine a logic relationship among a plurality of keywords, and the keywords are used for matching public opinion information on a network platform;
the filtering keywords are configured to prevent the public opinion information from entering a public opinion information capture list when one or more of the filtering keywords exist in the public opinion information.
9. A readable storage medium, on which a computer program is stored which, when being executed by a processor, carries out the method according to any one of claims 1 to 7.
10. A computer device comprising a memory, a processor and a computer program stored on the memory and executable on the processor, characterized in that the processor implements the method according to any of claims 1 to 7 when executing the program.
CN201911203577.1A 2019-11-29 2019-11-29 Public opinion cue processing method, system, readable storage medium and computer device Active CN111046264B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201911203577.1A CN111046264B (en) 2019-11-29 2019-11-29 Public opinion cue processing method, system, readable storage medium and computer device

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201911203577.1A CN111046264B (en) 2019-11-29 2019-11-29 Public opinion cue processing method, system, readable storage medium and computer device

Publications (2)

Publication Number Publication Date
CN111046264A true CN111046264A (en) 2020-04-21
CN111046264B CN111046264B (en) 2023-07-21

Family

ID=70233212

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201911203577.1A Active CN111046264B (en) 2019-11-29 2019-11-29 Public opinion cue processing method, system, readable storage medium and computer device

Country Status (1)

Country Link
CN (1) CN111046264B (en)

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112270633A (en) * 2020-10-26 2021-01-26 河南金明源信息技术有限公司 Public welfare litigation clue studying and judging system and method based on big data drive
CN115168686A (en) * 2022-07-25 2022-10-11 江苏金农股份有限公司 Public opinion clue processing method based on feature words

Citations (11)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR20060098671A (en) * 2005-03-03 2006-09-19 주식회사 휘닉스커뮤니케이션즈 Public opinion research system using internet network and its method
JP2008097544A (en) * 2006-10-16 2008-04-24 Cirius Technologies Inc Text value evaluation method, text value evaluation system, and text value evaluation program
CN102968439A (en) * 2012-10-11 2013-03-13 微梦创科网络科技(中国)有限公司 Method and device for sending microblogs
CN103617212A (en) * 2013-11-19 2014-03-05 北京京东尚科信息技术有限公司 Public sentiment data processing method and system
CN104077377A (en) * 2014-06-25 2014-10-01 红麦聚信(北京)软件技术有限公司 Method and device for finding network public opinion hotspots based on network article attributes
CN104902292A (en) * 2015-05-20 2015-09-09 无锡天脉聚源传媒科技有限公司 Television report-based public opinion analysis method and system
US20160098738A1 (en) * 2014-10-06 2016-04-07 Chunghwa Telecom Co., Ltd. Issue-manage-style internet public opinion information evaluation management system and method thereof
CN109325161A (en) * 2018-09-11 2019-02-12 五八有限公司 Public sentiment data grasping means, device, equipment and storage medium
CN109325165A (en) * 2018-08-29 2019-02-12 中国平安保险(集团)股份有限公司 Internet public opinion analysis method, apparatus and storage medium
CN109657116A (en) * 2018-11-12 2019-04-19 平安科技(深圳)有限公司 A kind of public sentiment searching method, searcher, storage medium and terminal device
CN109948161A (en) * 2019-03-20 2019-06-28 北京深海巨鲸信息科技有限公司 Data processing method and device for Chinese public sentiment

Patent Citations (11)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR20060098671A (en) * 2005-03-03 2006-09-19 주식회사 휘닉스커뮤니케이션즈 Public opinion research system using internet network and its method
JP2008097544A (en) * 2006-10-16 2008-04-24 Cirius Technologies Inc Text value evaluation method, text value evaluation system, and text value evaluation program
CN102968439A (en) * 2012-10-11 2013-03-13 微梦创科网络科技(中国)有限公司 Method and device for sending microblogs
CN103617212A (en) * 2013-11-19 2014-03-05 北京京东尚科信息技术有限公司 Public sentiment data processing method and system
CN104077377A (en) * 2014-06-25 2014-10-01 红麦聚信(北京)软件技术有限公司 Method and device for finding network public opinion hotspots based on network article attributes
US20160098738A1 (en) * 2014-10-06 2016-04-07 Chunghwa Telecom Co., Ltd. Issue-manage-style internet public opinion information evaluation management system and method thereof
CN104902292A (en) * 2015-05-20 2015-09-09 无锡天脉聚源传媒科技有限公司 Television report-based public opinion analysis method and system
CN109325165A (en) * 2018-08-29 2019-02-12 中国平安保险(集团)股份有限公司 Internet public opinion analysis method, apparatus and storage medium
CN109325161A (en) * 2018-09-11 2019-02-12 五八有限公司 Public sentiment data grasping means, device, equipment and storage medium
CN109657116A (en) * 2018-11-12 2019-04-19 平安科技(深圳)有限公司 A kind of public sentiment searching method, searcher, storage medium and terminal device
CN109948161A (en) * 2019-03-20 2019-06-28 北京深海巨鲸信息科技有限公司 Data processing method and device for Chinese public sentiment

Non-Patent Citations (4)

* Cited by examiner, † Cited by third party
Title
DESDWYATMA WAHYU WIBAWA 等: "Sentiment Analysis on User Satisfaction Level of Cellular Data Service Using the K-Nearest Neighbor (K-NN) Algorithm", 《IEEE》 *
李迁: "公安部门互联网舆情监管系统设计与实现", 《中国优秀硕士学位论文全文数据库电子期刊》 *
韩秋明;: "基于复杂网络的国内信息行为研究热点及衍化路径分析", 图书情报工作, no. 22 *
马宾;殷立峰;: "一种基于Hadoop平台的并行朴素贝叶斯网络舆情快速分类算法", 现代图书情报技术, no. 02 *

Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112270633A (en) * 2020-10-26 2021-01-26 河南金明源信息技术有限公司 Public welfare litigation clue studying and judging system and method based on big data drive
CN112270633B (en) * 2020-10-26 2024-02-06 河南金明源信息技术有限公司 Public welfare litigation clue studying and judging system and method based on big data driving
CN115168686A (en) * 2022-07-25 2022-10-11 江苏金农股份有限公司 Public opinion clue processing method based on feature words
CN115168686B (en) * 2022-07-25 2023-05-12 江苏金农股份有限公司 Public opinion clue processing method based on feature words

Also Published As

Publication number Publication date
CN111046264B (en) 2023-07-21

Similar Documents

Publication Publication Date Title
CN105138652B (en) A kind of enterprise's incidence relation recognition methods and system
CN107451710A (en) A kind of Information Risk grade five-category method and system
CN113269244B (en) Method for implementing disambiguation treatment for cross-enterprise personnel renaming in business registration information
CN104298658B (en) The method and apparatus for obtaining search result
CN111046264A (en) Public opinion cue processing method, system, readable storage medium and computer equipment
WO2014005657A4 (en) A system and method for automatic generation of information-rich content from multiple microblogs, each microblog containing only sparse information
US9563770B2 (en) Spammer group extraction apparatus and method
CN109344187B (en) Structured processing system for judicial judgment case information
CN110427549A (en) A kind of network public opinion Source Tracing method, apparatus, terminal and storage medium
CN110321466A (en) A kind of security information duplicate checking method and system based on semantic analysis
US20150170040A1 (en) Method and device for automatically recommending complex objects
CN109033203A (en) A kind of feature extraction method for parallel processing towards big data
CN112000929A (en) Cross-platform data analysis method, system, equipment and readable storage medium
CN115293723A (en) Network public opinion heat analysis system based on big data analysis
KR20130037975A (en) Method and apparatus for providing web trend analysis based on issue template extraction
Suhas Bharadwaj et al. A novel multimodal hybrid classifier based cyberbullying detection for social media platform
CN107493275A (en) The extracted in self-adaptive and analysis method and system of heterogeneous network security log information
Villagracia Octaviano Fake news detection using machine learning
CN111026940A (en) Network public opinion and risk information monitoring system and electronic equipment for power grid electromagnetic environment
Musto et al. Developing smart cities services through semantic analysis of social streams
CN112214658A (en) Data analysis system based on web crawler
Makani et al. The dynamics of collaborative tagging: An analysis of tag vocabulary application in knowledge representation, discovery and retrieval
CN109086384A (en) Water affairs management method and system based on user's portrait
CN105786929A (en) Information monitoring method and device
CN110415511A (en) Vehicle information management method, apparatus and storage medium

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