CN110110250A - Information output method and device - Google Patents
Information output method and device Download PDFInfo
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- CN110110250A CN110110250A CN201810049253.6A CN201810049253A CN110110250A CN 110110250 A CN110110250 A CN 110110250A CN 201810049253 A CN201810049253 A CN 201810049253A CN 110110250 A CN110110250 A CN 110110250A
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- 238000000034 method Methods 0.000 title claims abstract description 41
- 230000006854 communication Effects 0.000 claims abstract description 166
- 238000004891 communication Methods 0.000 claims abstract description 165
- 230000000644 propagated effect Effects 0.000 claims abstract description 29
- 238000004590 computer program Methods 0.000 claims description 5
- 238000007619 statistical method Methods 0.000 claims description 5
- 238000004458 analytical method Methods 0.000 claims description 2
- 230000001902 propagating effect Effects 0.000 claims 1
- 238000010586 diagram Methods 0.000 description 9
- 230000006870 function Effects 0.000 description 9
- 238000012545 processing Methods 0.000 description 8
- 230000008569 process Effects 0.000 description 5
- 238000004364 calculation method Methods 0.000 description 4
- 230000005611 electricity Effects 0.000 description 3
- 238000005516 engineering process Methods 0.000 description 3
- 230000003993 interaction Effects 0.000 description 3
- 238000013507 mapping Methods 0.000 description 3
- 230000003287 optical effect Effects 0.000 description 3
- 238000012512 characterization method Methods 0.000 description 2
- 230000000694 effects Effects 0.000 description 2
- 230000005291 magnetic effect Effects 0.000 description 2
- 239000004065 semiconductor Substances 0.000 description 2
- 230000003796 beauty Effects 0.000 description 1
- 230000008859 change Effects 0.000 description 1
- 238000013500 data storage Methods 0.000 description 1
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- 238000009434 installation Methods 0.000 description 1
- 239000004973 liquid crystal related substance Substances 0.000 description 1
- 239000013307 optical fiber Substances 0.000 description 1
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- 238000012552 review Methods 0.000 description 1
Classifications
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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
- G06F16/955—Retrieval from the web using information identifiers, e.g. uniform resource locators [URL]
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
- G06F17/10—Complex mathematical operations
- G06F17/18—Complex mathematical operations for evaluating statistical data, e.g. average values, frequency distributions, probability functions, regression analysis
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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 embodiment of the present application discloses information output method and device.One specific embodiment of this method includes: the public feelings information under the specified topic that the indicated communication channel of the communication channel mark in the preset communication channel logo collection of acquisition is propagated, wherein, public feelings information includes real-time public feelings information and history public feelings information, and every public feelings information is corresponding with related information；Based on acquired real-time public feelings information associated with each communication channel mark in communication channel logo collection and the corresponding related information of history public feelings information, the real-time public feelings information and the history public feelings information are analyzed, generates and identifies corresponding the second information for being used to indicate the tendentious first information of topic and being used to indicate communication channel influence power with the communication channel；Each first information and the second information based on generation generate for reflecting the third information of public sentiment situation, and export the third information.The embodiment realizes the public sentiment assessment for specified communication channel.
Description
Technical field
The invention relates to field of computer technology, and in particular to Internet technical field more particularly to information are defeated
Method and apparatus out.
Background technique
Public sentiment is the abbreviation of " public opinion situation ", is often referred in certain social space, around intermediary social event
Occur, develop and change, the common people as main body are to as the social governor of object, enterprise, individual and other various organizations
And its social attitude that the orientation of politics, society, morals etc. generates and holds.
Public feelings information is a kind of description and reflection to public sentiment.Theoretically, so-called public feelings information, typically refers in the people
The collection of many society and politics attitudes arrangement, is analyzed, is reported and submitted, during the information movement of utilization and feedback, to objectively respond carriage
The information of situation state and its motion conditions, message, message, information, instruction, data and signal etc..
In network big data era, the public sentiment of vital emergent event is propagated and develops increasingly polynary polymorphicization.Especially, with
It is universal as the social new media of representative using microblogging, wechat, time of the network public-opinion from generating outburst is shorter and shorter.For
Public sentiment with malice guiding performance easily causes negative effect and the targeted thing of public sentiment if control and response not in time
The Public Relations Crisis of the party of part.
Summary of the invention
The embodiment of the present application proposes information output method and device.
In a first aspect, the embodiment of the present application provides a kind of information output method, this method comprises: obtaining preset propagation
Public feelings information under the specified topic that communication channel indicated by communication channel mark in channel mark set is propagated,
In, above-mentioned public feelings information includes the real-time public feelings information propagated in the first preset time period and passes in the second preset time period
The history public feelings information broadcast, every public feelings information are corresponding with related information；For each of above-mentioned communication channel logo collection
Communication channel mark, based on acquired real-time public feelings information associated with communication channel mark and history public feelings information point
Not corresponding related information analyzes the real-time public feelings information and the history public feelings information, generates and the communication channel mark
Know corresponding the second information for being used to indicate the tendentious first information of topic and being used to indicate communication channel influence power；Based on life
At each first information and the second information, generate for reflecting the third information of public sentiment situation, and export above-mentioned third information.
In some embodiments, related information corresponding to public feelings information includes following item: being used to indicate the public feelings information
For the label of front public feelings information or negative public feelings information, quantity corresponding with the index mark in preset index logo collection
Value, index mark are also corresponding with weighted value and father's index mark, and above-mentioned father's index mark is corresponding with weighted value.
In some embodiments, it is above-mentioned based on acquired real-time public feelings information associated with communication channel mark and
The corresponding related information of history public feelings information analyzes the real-time public feelings information and the history public feelings information, generates
It is identified with the communication channel and corresponding be used to indicate the tendentious first information of topic and be used to indicate communication channel influence power
Second information, comprising: it is for statistical analysis to the real-time public feelings information and history public feelings information difference, determine following quantity letter
Breath: the real-time public feelings information quantity in front, negative public feelings information quantity in real time, real-time public feelings information total quantity, positive history public sentiment
Information content, negative history public feelings information quantity and history public feelings information total quantity；Based on above-mentioned quantity information, generate and the biography
Broadcast the corresponding first information of channel mark；Based on real-time public feelings information related information corresponding with the history public feelings information
It is included identify with the index in These parameters logo collection the corresponding weighted value of corresponding quantitative value, index mark and
The corresponding weighted value of corresponding father's index mark is identified with the index, generates the second letter corresponding with communication channel mark
Breath.
In some embodiments, above-mentioned to be based on above-mentioned quantity information, generate the first letter corresponding with communication channel mark
Breath, comprising: the ratio for determining above-mentioned positive history public feelings information quantity and above-mentioned history public feelings information total quantity obtains first
Value；The ratio for determining above-mentioned negative history public feelings information quantity and above-mentioned history public feelings information total quantity, obtains second value；It is based on
Above-mentioned first value, above-mentioned second value, above-mentioned front public feelings information quantity, above-mentioned negative public feelings information quantity in real time and above-mentioned in real time
Real-time public feelings information total quantity, generates the first information corresponding with communication channel mark.
In some embodiments, the first information and the second information are the information indicated with numerical value respectively；And it above-mentioned is based on
Each first information generated and the second information, generate the third information for reflecting public sentiment situation, comprising: determining and above-mentioned biography
Broadcast the product that each communication channel in channel mark set identifies the corresponding first information and the second information；Based on identified
Product generates third information.
In some embodiments, above-mentioned based on identified product, generate third information, comprising: if above-mentioned communication channel
Logo collection includes a communication channel mark, then generates the third information including identified product.
In some embodiments, above-mentioned based on identified product, generate third information, further includes: if above-mentioned propagation canal
Road logo collection is identified including at least two communication channels, it is determined that the summation of identified each product, it includes above-mentioned for generating
The third information of summation.
Second aspect, the embodiment of the present application provide a kind of information output apparatus, which includes: acquiring unit, configuration
The specified words propagated for obtaining the indicated communication channel of the mark of the communication channel in preset communication channel logo collection
Public feelings information under topic, wherein the public feelings information includes the real-time public feelings information propagated in the first preset time period and the
The history public feelings information propagated in two preset time periods, every public feelings information are corresponding with related information；Generation unit is configured to
For each communication channel mark in above-mentioned communication channel logo collection, based on acquired related to communication channel mark
The real-time public feelings information and the corresponding related information of history public feelings information of connection, to the real-time public feelings information and the history public sentiment
Information is analyzed, and generation is corresponding with communication channel mark to be used to indicate the tendentious first information of topic and be used to indicate
Second information of communication channel influence power；Output unit is configured to each first information and the second information based on generation, raw
At for reflecting the third information of public sentiment situation, and export the third information.
In some embodiments, related information corresponding to public feelings information includes following item: being used to indicate the public feelings information
For the label of front public feelings information or negative public feelings information, quantity corresponding with the index mark in preset index logo collection
Value, index mark are also corresponding with weighted value and father's index mark, and above-mentioned father's index mark is corresponding with weighted value.
In some embodiments, above-mentioned generation unit includes: the first determining subelement, is configured to believe the real-time public sentiment
Breath and history public feelings information difference are for statistical analysis, determine following quantity information: front public feelings information quantity, negative in real time
Real-time public feelings information quantity, real-time public feelings information total quantity, positive history public feelings information quantity, negative history public feelings information quantity
With history public feelings information total quantity；First generates subelement, is configured to generate and the communication channel based on above-mentioned quantity information
Identify the corresponding first information；Second generates subelement, is configured to based on the real-time public feelings information and the history public feelings information
Quantitative value corresponding with the index mark in These parameters logo collection, the index mark included by corresponding related information
Know corresponding weighted value and identify the corresponding weighted value of corresponding father's index mark with the index, generates and the communication channel
Identify corresponding second information.
In some embodiments, above-mentioned first to generate subelement include: the first determining module, be configured to determine it is above-mentioned just
The ratio of face history public feelings information quantity and above-mentioned history public feelings information total quantity, obtains the first value；Second determining module, configuration
For determining the ratio of above-mentioned negative history public feelings information quantity and above-mentioned history public feelings information total quantity, second value is obtained；It is raw
At module, it is configured to based on above-mentioned first value, above-mentioned second value, the real-time public feelings information quantity in above-mentioned front, above-mentioned negative reality
When public feelings information quantity and above-mentioned real-time public feelings information total quantity, generate the first information corresponding with communication channel mark.
In some embodiments, the first information and the second information are the information indicated with numerical value respectively；And above-mentioned output
Unit includes: the second determining subelement, is configured to determining each communication channel mark with above-mentioned communication channel logo collection
Know the product of the corresponding first information and the second information；Third generates subelement, is configured to generate based on identified product
Third information.
In some embodiments, above-mentioned third generates subelement and is further configured to: if above-mentioned communication channel identification sets
Closing includes a communication channel mark, then generates the third information including identified product.
In some embodiments, above-mentioned third generates subelement and is further configured to: if above-mentioned communication channel identifies
Set includes that at least two communication channels identify, it is determined that the summation of identified each product, generating includes above-mentioned summation
Third information.
The third aspect, the embodiment of the present application provide a kind of electronic equipment, which includes: one or more processing
Device；Storage device, for storing one or more programs；When said one or multiple programs are by said one or multiple processors
It executes, so that said one or multiple processors realize the method such as implementation reflection any in first aspect.
Fourth aspect, the embodiment of the present application provide a kind of computer readable storage medium, are stored thereon with computer journey
Sequence realizes the method such as implementation reflection any in first aspect when above procedure is executed by processor.
Information output method and device provided by the embodiments of the present application, by obtaining in preset communication channel logo collection
The specified topic propagated of the indicated communication channel of communication channel mark under real-time public feelings information and history public feelings information,
So as to the real-time public feelings information and history public sentiment associated based on each communication channel mark in the communication channel logo collection
The corresponding related information of information analyzes the real-time public feelings information and the history public feelings information, generates and the propagation
Corresponding the second information for being used to indicate the tendentious first information of topic and being used to indicate communication channel influence power of channel mark.
The third information for reflecting public sentiment situation is then generated based on each first information of generation and the second information, and exporting should
Third information.To be effectively utilized acquired real-time public feelings information and history public feelings information, realizes and propagated for specified
The public sentiment assessment of channel (communication channel indicated by the communication channel mark in i.e. above-mentioned communication channel logo collection).
Detailed description of the invention
By reading referring to made by the following drawings to reflecting in detail made by non-limiting embodiment, the application's is other
Feature, objects and advantages will become more apparent upon:
Fig. 1 is that this application can be applied to exemplary system architecture figures therein；
Fig. 2 is the flow chart according to one embodiment of the information output method of the application；
Fig. 3 is the schematic diagram according to an application scenarios of the information output method of the application；
Fig. 4 is the structural schematic diagram according to one embodiment of the information output apparatus of the application；
Fig. 5 is adapted for the structural schematic diagram for the computer system for realizing the electronic equipment of the embodiment of the present application.
Specific embodiment
The application is described in further detail with reference to the accompanying drawings and examples.It is understood that this place is anti-
The specific embodiment reflected is used only for explaining related invention, rather than the restriction to the invention.It also should be noted that in order to
Convenient for reflection, part relevant to related invention is illustrated only in attached drawing.
It should be noted that in the absence of conflict, the features in the embodiments and the embodiments of the present application can phase
Mutually combination.The application is described in detail below with reference to the accompanying drawings and in conjunction with the embodiments.
Fig. 1 is shown can be using the exemplary system of the embodiment of the information output method or information output apparatus of the application
System framework 100.
As shown in Figure 1, system architecture 100 may include server 101,103 and network 102.Network 102 is to service
The medium of communication link is provided between device 101 and server 103.Network 102 may include various connection types, such as wired,
Wireless communication link or fiber optic cables etc..
Server 101 can be to provide the server of various services, such as in preset communication channel logo collection
The data storage server that the public feelings information that the indicated communication channel of communication channel mark is propagated is stored.
Server 103 can be to provide the server of various services, such as analyze etc. to public feelings information the clothes of processing
Business device.The server can be obtained from server 101 indicated by the mark of the communication channel in above-mentioned communication channel logo collection
Public feelings information (such as real-time public feelings information and history public feelings information) under the specified topic that communication channel is propagated, and to the carriage
Feelings information carries out the processing such as analyzing, and exports processing result (such as third information for being used to reflect public sentiment situation of generation).
It should be noted that information output method provided by the embodiment of the present application is generally executed by server 103, accordingly
Ground, information output apparatus are generally positioned in server 103.
It should be pointed out that if public feelings information acquired in server 103 is stored in advance in local, then system architecture
100 can not include server 101.
It should be understood that the number of server and network in Fig. 1 is only schematical.According to needs are realized, can have
There are any number of server and network.
With continued reference to Fig. 2, the process 200 of one embodiment of the information output method according to the application is shown.The letter
Cease the process 200 of output method, comprising the following steps:
Step 201, communication channel institute indicated by the communication channel mark in preset communication channel logo collection is obtained
Public feelings information under the specified topic propagated.
In the present embodiment, the electronic equipment (such as server 103 shown in FIG. 1) of information output method operation thereon
It can in real time or regularly obtain communication channel institute indicated by the communication channel mark in preset communication channel logo collection
Public feelings information under the specified topic propagated.Wherein, which may include the reality propagated in the first preset time period
When the public feelings information and history public feelings information propagated in the second preset time period.In addition, every public feelings information can be corresponding with
Related information.The related information for example may include corresponding with the public feelings information thumbing up quantity, number of reviews etc..
It should be understood that the initial time of the first preset time period is usually later than the end time of the second preset time period.Make
For example, the first preset time period can be using the previous moment at current time as the end time and when it is a length of first it is specified when
The long period；Second preset time period can be using the previous moment of the initial time of the first preset time period as the end time
And when a length of second specified duration period.Wherein, the first specified duration for example can be one day, two days, seven days etc..
Second specified duration can be greater than or equal to the first specified duration.Here, the first preset time period and the second preset time period are
It can adjust according to actual needs, the present embodiment does not do any restriction to content in this respect.
It should be noted that public feelings information acquired in above-mentioned electronic equipment can be stored in advance in it is local or with above-mentioned electricity
In the server (such as server 101 shown in FIG. 1) of sub- equipment telecommunication connection.
It should be pointed out that communication channel for example may include social network sites, microblogging, wechat, blog, forum, podcast etc.
Deng.Communication channel mark can be title or number of communication channel etc..Here, above-mentioned communication channel logo collection and above-mentioned
It is preset according to actual needs that specified topic can be user.Above-mentioned specified topic for example can be with where the user
The relevant topic of enterprise can be the relevant topic of the amusement famous person of interest to the user, can also be and the user oneself
Relevant topic etc., the present embodiment do not do any restriction to content in this respect.
In some optional implementations of the present embodiment, related information corresponding to public feelings information may include following
: it is used to indicate the label and preset index logo collection that the public feelings information is front public feelings information or negative public feelings information
In index identify corresponding quantitative value.In addition, index mark can also be corresponding with weighted value and father's index mark.Father's index
Mark can be corresponding with weighted value.Wherein, the indicated index of index mark for example can be amount of reading, sharing amount or comment amount
Etc..Being used to indicate the corresponding indicated father's index of father's index mark of index mark of amount of reading or sharing amount for example can be with
It is propagation degree.Propagation degree index can be used for reflecting the propagation condition of public feelings information.It is used to indicate the index mark institute of comment amount
The indicated father's index of corresponding father's index mark for example can be interaction index.Interaction index index can be used for reflecting user
Group is directed to the interaction situation of public feelings information.
Step 202, each communication channel in communication channel logo collection is identified, based on acquired with the propagation
The associated real-time public feelings information of channel mark and the corresponding related information of history public feelings information, to the real-time public feelings information
It is analyzed with the history public feelings information, generates the topic tendentious first that is used to indicate corresponding with communication channel mark and believe
Cease and be used to indicate the second information of communication channel influence power.
In the present embodiment, above-mentioned electronic equipment is after getting public feelings information, for above-mentioned communication channel logo collection
In each communication channel mark, above-mentioned electronic equipment can be based on acquired associated with communication channel mark real-time
Public feelings information and the corresponding related information of history public feelings information carry out the real-time public feelings information and the history public feelings information
Analysis, generation is corresponding with communication channel mark to be used to indicate the tendentious first information of topic and is used to indicate communication channel
Second information of influence power.
As an example, above-mentioned electronic equipment can locally be previously stored with negative keyword set and positive keyword set
It closes.Wherein, negative keyword can refer to the keyword for conveying passive information, such as " bad ", " chat ", " performance is poor " etc..Just
Face keyword can refer to the keyword for conveying positive information, such as " having prospect ", " performance is good ", " durable ", " beauty " etc..For
Real-time public feelings information associated with communication channel mark and history public feelings information, firstly, above-mentioned electronic equipment can pass through
By every real-time public feelings information and history public feelings information respectively with above-mentioned negative keyword set and above-mentioned positive keyword set
Matched, with determine the real-time public feelings information be belong to positive public feelings information in real time to still fall within negative public feelings information, and
Determine that the history public feelings information is to belong to positive history public feelings information to still fall within negative history public feelings information.Then, above-mentioned electricity
Sub- equipment can count following quantity information based on definitive result: the real-time public feelings information quantity in front, negative public sentiment letter in real time
Cease quantity, real-time public feelings information total quantity, positive history public feelings information quantity, negative history public feelings information quantity and history public sentiment
Information total quantity.Then, above-mentioned electronic equipment can distinguish the quantity information, the real-time public feelings information and history public feelings information
Corresponding related information input prediction model trained in advance, to obtain the first information corresponding with communication channel mark and the
Two information.Wherein, which can be used for the corresponding relationship between characterization information group and the first information, the second information, should
Information group may include corresponding to real-time public feelings information associated by quantity information and the quantity information and history public feelings information
Related information.
It should be noted that the prediction model can be technical staff be based on to bulk information group and prediction result (including
The first information and the second information) statistics and pre-establish, be stored with the corresponding relationship of multiple information groups and prediction result
Mapping table；It is also possible to technical staff to preset and stored to above-mentioned electronic equipment based on the statistics to mass data
In, one or more numerical value in information group carried out with numerical value calculate to obtain being used to indicate topic tendentiousness and be used to indicate
The calculation formula of the calculated result of communication channel influence power.
In some optional implementations of the present embodiment, if related information corresponding to public feelings information includes following
: it is used to indicate in the label and These parameters logo collection that the public feelings information is front public feelings information or negative public feelings information
Index identify corresponding quantitative value, then above-mentioned electronic equipment can be by executing following steps (i.e. Step 1: Step 2: step
It is rapid three) to determine the first information corresponding with communication channel mark and the second information:
Step 1, since public feelings information is associated with above-mentioned label, above-mentioned electronic equipment can be to the communication channel mark
It is for statistical analysis to know associated real-time public feelings information and history public feelings information difference, counts following quantity information: front
Real-time public feelings information quantity, negative public feelings information quantity in real time, real-time public feelings information total quantity, positive history public feelings information number
Amount, negative history public feelings information quantity and history public feelings information total quantity.
Step 2, above-mentioned electronic equipment can be generated corresponding with communication channel mark based on the quantity information counted
The first information.For example, above-mentioned electronic equipment can calculate above-mentioned positive history public feelings information quantity and above-mentioned history public sentiment
The ratio of information total quantity, using the ratio as the first value；Calculate above-mentioned negative history public feelings information quantity and above-mentioned history
The ratio of public feelings information total quantity, using the ratio as second value；Based on first value, the second value, the above-mentioned real-time carriage in front
Feelings information content, above-mentioned negative public feelings information quantity and above-mentioned real-time public feelings information total quantity in real time, generate and the communication channel
Identify the corresponding first information.
As an example, above-mentioned electronic equipment can be by executing following steps (i.e. 1) -3)), to be based on first value, be somebody's turn to do
Public feelings information quantity, above-mentioned negative public feelings information quantity and above-mentioned real-time public feelings information in real time are total in real time for second value, above-mentioned front
Quantity generates the first information corresponding with communication channel mark:
1) above-mentioned first value is set as p1, above-mentioned second value is p2, public feelings information quantity is pos in real time in above-mentioned front, above-mentioned negative
The real-time public feelings information quantity in face is neg, and above-mentioned real-time public feelings information total quantity is total.According to being subordinate to, Mo Fo-Laplce is fixed
Reason, can set:
Pos~N (total*p1,total*p1(1-p1))；
Neg~N (total*p2,total*p2(1-p2))。
Wherein, N, which can be represented, is just distributed very much.Pos~N (total*p1,total*p1(1-p1)) it can indicate that pos meets
With total*p1For mean value, total*p1(1-p1) it is just being distributed very much for variance.Neg~N (total*p2,total*p2(1-p2))
It can indicate that neg meets with total*p2For mean value, total*p2(1-p2) it is just being distributed very much for variance.
In addition, being subordinate to Mo Fo-laplace's theorem in the central-limit theorem of probability theory gives the approximation of bi-distribution
Calculation formula.It is the well-known technique studied and applied extensively at present due to being subordinate to Mo Fo-laplace's theorem, details are not described herein.
2) above-mentioned electronic equipment can carry out following standardize:
Wherein, Y1Can represent it is normalized after front public feelings information quantity in real time, Y2Can represent it is normalized after
Negative public feelings information quantity in real time.
3) tendency sex index is set as Score.Above-mentioned electronic equipment can use following formula and solve Score:
Score~(- 1,1)
Wherein, f can represent standard just too function, f (Y1) Y can be represented1Cumulative distribution in standard is just distributed very much is general
Rate.f(Y2) Y can be represented2Cumulative distribution probability in standard is just distributed very much.
Here, the Score solved can be determined as and communication channel mark corresponding first by above-mentioned electronic equipment
Information.
Step 3, above-mentioned electronic equipment can identify associated real-time public feelings information and history carriage based on the communication channel
Quantitative value corresponding with the index mark in These parameters logo collection included by the corresponding related information of feelings information is somebody's turn to do
Index identifies corresponding weighted value and identifies the corresponding weighted value of corresponding father's index mark, generation and the biography with the index
Broadcast corresponding second information of channel mark.
As an example, firstly, above-mentioned electronic equipment the communication channel can be identified associated real-time public feelings information and
Number corresponding with the index mark in These parameters logo collection included by the corresponding related information of history public feelings information
Magnitude is summarized, i.e., identifies identical quantitative value to corresponding index and sum, to obtain and These parameters identification sets
The corresponding total magnitude of each index mark in conjunction.Then, each index in These parameters logo collection is identified, it is false
If the corresponding total magnitude of index mark is X1, then above-mentioned electronic equipment can be directed to X1Carry out following standardization: a1=ln
(X1+1).Wherein, a1Can represent with the index identify it is corresponding it is normalized after total magnitude.Later, for These parameters
Each index mark in logo collection, above-mentioned electronic equipment can calculate the corresponding weighted value of index mark and through marking
The product of total magnitude after standardization, using the product as third value corresponding with index mark.Then, each father is referred to
Mark mark, above-mentioned electronic equipment can identify the corresponding corresponding third value of each index mark to father's index and ask
With the product of the corresponding weighted value of resulting numerical value and the father's index of summing mark is determined as corresponding with father's index mark
The 4th value.It sums finally, above-mentioned electronic equipment can identify corresponding 4th value to each father's index, by summation gained
Numerical value as the second information corresponding with communication channel mark.
Step 203, each first information and the second information based on generation generate the third for reflecting public sentiment situation and believe
Breath, and export third information.
In the present embodiment, above-mentioned electronic equipment is generating and each communication channel in above-mentioned communication channel logo collection
After identifying the corresponding first information and the second information, above-mentioned electronic equipment can be believed based on each first information of generation and second
Breath generates for reflecting the third information of public sentiment situation, and exports the third information.For example, the third information is exported supreme
State the terminal device of user.
It should be noted that above-mentioned electronic equipment locally can store for characterization information to set with third information it
Between corresponding relationship mapping table, wherein information is to may include the first information and the second information.Above-mentioned electronic equipment can
By searching the information to match with the set of each first information generated and the second information in the mapping table
It is determined as being used to reflect the third information of public sentiment situation to set, and by the information third information corresponding to set.
It should be pointed out that above-mentioned electronic equipment is set by exporting third information generated to the terminal of above-mentioned user
It is standby, above-mentioned user can be made to recognize the indicated propagation of the communication channel mark in above-mentioned communication channel logo collection in time
Channel is directed to the public sentiment situation of above-mentioned specified topic, therefore can carry out instant countermeasure etc. with control public sentiment trend.In addition,
Public sentiment situation is analyzed in conjunction with topic tendentiousness and communication channel influence power, can be made generated for reflecting public sentiment situation
The accuracy with higher of third information.
In some optional implementations of the present embodiment, if the first information and the second letter that above-mentioned electronic equipment generates
Breath be the information indicated with numerical value respectively, then above-mentioned electronic equipment can first determine with it is every in above-mentioned communication channel logo collection
A communication channel identifies the product of the corresponding first information and the second information.It is then based on identified product, generates third letter
Breath.
As an example, above-mentioned electronic equipment can if above-mentioned communication channel logo collection includes a communication channel mark
To generate the third information for including identified product.If above-mentioned communication channel logo collection includes at least two communication channel marks
Know, then above-mentioned electronic equipment can first determine the summation of identified each product, then generate the third including the summation and believe
Breath.
With continued reference to the schematic diagram that Fig. 3, Fig. 3 are according to the application scenarios of the information output method of the present embodiment.?
In the application scenarios of Fig. 3, user wants to understand the public sentiment situation that communication channel " * * microblogging " is directed to topic A, and user can use it
The topic mark of the communication channel mark of " * * microblogging " and topic A is submitted to server 302 by the terminal device 301 held,
And 302 timing execution information of server can be made to export process by setting.When the execution for triggering information output process
At the time of when arriving, server 302 can be local to obtain based on the communication channel mark and topic mark that above-mentioned user submits
Public feelings information under the topic A that " * * microblogging " is propagated, wherein the public feelings information may include the first preset time period (when
First 24 hours of preceding moment) in propagate real-time public feelings information 303 and in the second preset time period (with the first preset time period
The previous moment of time started be finish time and when a length of one month period) in the history public feelings information 304 propagated,
Wherein, every public feelings information is corresponding with related information.Then, server 302 can be based on real-time public feelings information 303 and history carriage
The corresponding related information of feelings information 304, analyzes real-time public feelings information 303 and history public feelings information 304, generates and uses
In the second information 306 instruction topic the tendentious first information 305 and be used to indicate communication channel influence power.Finally, service
Device 302 can be generated based on the first information 305 and the second information 306 for reflecting communication channel " * * microblogging " for topic A's
The third information 307 of public sentiment situation.Server 302 can export third information 307 to terminal device 301 for above-mentioned user
It checks.
The method provided by the above embodiment of the application is effectively utilized acquired real-time public feelings information and history public sentiment
Information realizes the public sentiment assessment for specified communication channel.
With further reference to Fig. 4, as the realization to method shown in above-mentioned each figure, this application provides a kind of outputs of information to fill
The one embodiment set, the Installation practice is corresponding with embodiment of the method shown in Fig. 2, which specifically can be applied to respectively
In kind electronic equipment.
As shown in figure 4, information output apparatus 400 shown in the present embodiment includes: acquiring unit 401,402 and of generation unit
Output unit 403.Wherein, acquiring unit 401 is configured to obtain the communication channel mark in preset communication channel logo collection
Know the public feelings information under the specified topic that indicated communication channel is propagated, wherein the public feelings information may include first
The real-time public feelings information propagated in preset time period and the history public feelings information propagated in the second preset time period, every public sentiment
Information is corresponding with related information；Generation unit 402 is configured to for each propagation canal in above-mentioned communication channel logo collection
Road mark, is respectively corresponded based on acquired real-time public feelings information associated with communication channel mark and history public feelings information
Related information, the real-time public feelings information and the history public feelings information are analyzed, generate it is corresponding with communication channel mark
Be used to indicate and the tendentious first information of topic and be used to indicate the second information of communication channel influence power；Output unit 403
It is configured to each first information and the second information based on generation, generates the third information for reflecting public sentiment situation, and defeated
The third information out.
In the present embodiment, in information output apparatus 400: acquiring unit 401, generation unit 402 and output unit 403
Specific processing and its brought technical effect can be respectively with reference to step 201, step 202 and the steps in Fig. 2 corresponding embodiment
203 related description, details are not described herein.
In some optional implementations of the present embodiment, related information corresponding to public feelings information may include following
: it is used to indicate the label and preset index logo collection that the public feelings information is front public feelings information or negative public feelings information
In index identify corresponding quantitative value.Index mark can also be corresponding with weighted value and father's index mark, father's index mark
Weighted value can be corresponding with.
In some optional implementations of the present embodiment, above-mentioned generation unit 402 may include: that the first determining son is single
First (not shown) is configured to, determination for statistical analysis to the real-time public feelings information and history public feelings information difference
Following quantity information: front public feelings information quantity, negative public feelings information quantity in real time, real-time public feelings information total quantity, just in real time
Face history public feelings information quantity, negative history public feelings information quantity and history public feelings information total quantity；First generates subelement (figure
In be not shown), be configured to generate the first information corresponding with communication channel mark based on above-mentioned quantity information；Second is raw
At subelement (not shown), it is configured to based on real-time public feelings information association corresponding with the history public feelings information
The corresponding weight of corresponding quantitative value, index mark is identified included by information with the index in These parameters logo collection
Value and the corresponding weighted value of corresponding father's index mark is identified with the index, generated and communication channel mark corresponding second
Information.
In some optional implementations of the present embodiment, above-mentioned first generation subelement may include: first determining
Module (not shown) is configured to determine above-mentioned positive history public feelings information quantity and above-mentioned history public feelings information total quantity
Ratio, obtain the first value；Second determining module (not shown) is configured to determine above-mentioned negative history public feelings information number
The ratio of amount and above-mentioned history public feelings information total quantity, obtains second value；Generation module (not shown) is configured to be based on
Above-mentioned first value, above-mentioned second value, above-mentioned front public feelings information quantity, above-mentioned negative public feelings information quantity in real time and above-mentioned in real time
Real-time public feelings information total quantity, generates the first information corresponding with communication channel mark.
In some optional implementations of the present embodiment, the first information and the second information can use numerical tabular respectively
The information shown；And above-mentioned output unit 403 may include: the second determining subelement (not shown), be configured to determine
The product of the corresponding first information and the second information is identified with each communication channel in above-mentioned communication channel logo collection；Third
Subelement (not shown) is generated, is configured to generate third information based on identified product.
In some optional implementations of the present embodiment, above-mentioned third, which generates subelement, can further configure use
In: if above-mentioned communication channel logo collection includes a communication channel mark, generates the third including identified product and believe
Breath.
In some optional implementations of the present embodiment, above-mentioned third, which generates subelement, can also further configure use
In: if above-mentioned communication channel logo collection include at least two communication channels mark, it is determined that identified each product it is total
With third information of the generation including above-mentioned summation.
The device provided by the above embodiment of the application is effectively utilized acquired real-time public feelings information and history public sentiment
Information realizes the public sentiment assessment for specified communication channel.
Below with reference to Fig. 5, it illustrates the computer systems 500 for the electronic equipment for being suitable for being used to realize the embodiment of the present application
Structural schematic diagram.Electronic equipment shown in Fig. 5 is only an example, function to the embodiment of the present application and should not use model
Shroud carrys out any restrictions.
As shown in figure 5, computer system 500 includes central processing unit (CPU) 501, it can be read-only according to being stored in
Program in memory (ROM) 502 or be loaded into the program in random access storage device (RAM) 503 from storage section 508 and
Execute various movements appropriate and processing.In RAM 503, also it is stored with system 500 and operates required various programs and data.
CPU 501, ROM 502 and RAM 503 are connected with each other by bus 504.Input/output (I/O) interface 505 is also connected to always
Line 504.
I/O interface 505 is connected to lower component: the importation 506 including keyboard, mouse etc.；It is penetrated including such as cathode
The output par, c 507 of spool (CRT), liquid crystal display (LCD) etc. and loudspeaker etc.；Storage section 508 including hard disk etc.；
And the communications portion 509 of the network interface card including LAN card, modem etc..Communications portion 509 via such as because
The network of spy's net executes communication process.Driver 510 is also connected to I/O interface 505 as needed.Detachable media 511, such as
Disk, CD, magneto-optic disk, semiconductor memory etc. are mounted on as needed on driver 510, in order to read from thereon
Computer program be mounted into storage section 508 as needed.
Particularly, in accordance with an embodiment of the present disclosure, it may be implemented as computer above with reference to the process of flow chart reflection
Software program.For example, embodiment of the disclosure includes a kind of computer program product comprising be carried on computer-readable medium
On computer program, which includes the program code for method shown in execution flow chart.In such reality
It applies in example, which can be downloaded and installed from network by communications portion 509, and/or from detachable media
511 are mounted.When the computer program is executed by central processing unit (CPU) 501, executes and limited in the system of the application
Above-mentioned function.
It should be noted that computer-readable medium shown in the application can be computer-readable signal media or meter
Calculation machine readable storage medium storing program for executing either the two any combination.Computer readable storage medium for example can be --- but not
Be limited to --- electricity, magnetic, optical, electromagnetic, infrared ray or semiconductor system, device or device, or any above combination.Meter
The more specific example of calculation machine readable storage medium storing program for executing can include but is not limited to: have the electrical connection, just of one or more conducting wires
Taking formula computer disk, hard disk, random access storage device (RAM), read-only memory (ROM), erasable type may be programmed read-only storage
Device (EPROM or flash memory), optical fiber, portable compact disc read-only memory (CD-ROM), light storage device, magnetic memory device,
Or above-mentioned any appropriate combination.In this application, computer readable storage medium can be it is any include or storage journey
The tangible medium of sequence, the program can be commanded execution system, device or device use or in connection.And at this
In application, computer-readable signal media may include in a base band or as carrier wave a part propagate data-signal,
Wherein carry computer-readable program code.The data-signal of this propagation can take various forms, including but unlimited
In electromagnetic signal, optical signal or above-mentioned any appropriate combination.Computer-readable signal media can also be that computer can
Any computer-readable medium other than storage medium is read, which can send, propagates or transmit and be used for
By the use of instruction execution system, device or device or program in connection.Include on computer-readable medium
Program code can transmit with any suitable medium, including but not limited to: wireless, electric wire, optical cable, RF etc. are above-mentioned
Any appropriate combination.
Flow chart and block diagram in attached drawing are illustrated according to the system of the various embodiments of the application, method and computer journey
The architecture, function and operation in the cards of sequence product.In this regard, each box in flowchart or block diagram can generation
A part of one module, program segment or code of table, a part of above-mentioned module, program segment or code include one or more
Executable instruction for implementing the specified logical function.It should also be noted that in some implementations as replacements, institute in box
The function of mark can also occur in a different order than that indicated in the drawings.For example, two boxes succeedingly indicated are practical
On can be basically executed in parallel, they can also be executed in the opposite order sometimes, and this depends on the function involved.Also it wants
It is noted that the combination of each box in block diagram or flow chart and the box in block diagram or flow chart, can use and execute rule
The dedicated hardware based systems of fixed functions or operations is realized, or can use the group of specialized hardware and computer instruction
It closes to realize.
Being reflected in unit involved in the embodiment of the present application can be realized by way of software, can also be by hard
The mode of part is realized.The unit reflected also can be set in the processor, for example, can reflect are as follows: a kind of processor packet
Include acquiring unit, generation unit and output unit.Wherein, the title of these units is not constituted under certain conditions to the unit
The restriction of itself, for example, acquiring unit can also be reflected as " obtaining the communication channel in preset communication channel logo collection
The unit of public feelings information under the specified topic that the indicated communication channel of mark is propagated ".
As on the other hand, present invention also provides a kind of computer-readable medium, which be can be
Included in the electronic equipment reflected in above-described embodiment；It is also possible to individualism, and without in the supplying electronic equipment.
Above-mentioned computer-readable medium carries one or more program, when the electronics is set by one for said one or multiple programs
It is standby when executing, so that the electronic equipment includes: indicated by the communication channel mark that obtains in preset communication channel logo collection
The specified topic propagated of communication channel under public feelings information, wherein the public feelings information may include in the first preset time
The real-time public feelings information propagated and the history public feelings information propagated in the second preset time period in section, every public feelings information can be with
It is corresponding with related information；For in above-mentioned communication channel logo collection each communication channel mark, based on it is acquired with this
Communication channel identifies associated real-time public feelings information and the corresponding related information of history public feelings information, to the real-time public sentiment
Information and the history public feelings information are analyzed, and are generated and corresponding with communication channel mark are used to indicate topic tendentious the
One information and the second information for being used to indicate communication channel influence power；Each first information and the second information based on generation, it is raw
At for reflecting the third information of public sentiment situation, and export above-mentioned third information.
The above reflection is only the preferred embodiment of the application and the explanation to institute's application technology principle.Those skilled in the art
Member is it should be appreciated that invention scope involved in the application, however it is not limited to technology made of the specific combination of above-mentioned technical characteristic
Scheme, while should also cover in the case where not departing from foregoing invention design, it is carried out by above-mentioned technical characteristic or its equivalent feature
Any combination and the other technical solutions formed.Such as features described above has similar function with (but being not limited to) disclosed herein
Can technical characteristic replaced mutually and the technical solution that is formed.
Claims (10)
1. a kind of information output method, comprising:
Obtain the specified words that the indicated communication channel of the communication channel mark in preset communication channel logo collection is propagated
Topic under public feelings information, wherein the public feelings information include the real-time public feelings information propagated in the first preset time period and
The history public feelings information propagated in second preset time period, every public feelings information are corresponding with related information；
For each communication channel mark in the communication channel logo collection, identified based on acquired with the communication channel
Associated real-time public feelings information and the corresponding related information of history public feelings information, to the real-time public feelings information and the history
Public feelings information is analyzed, and generation is corresponding with communication channel mark to be used to indicate the tendentious first information of topic and be used for
Indicate the second information of communication channel influence power；
Each first information and the second information based on generation generate for reflecting the third information of public sentiment situation, and export institute
State third information.
2. according to the method described in claim 1, wherein, related information corresponding to public feelings information includes following item: for referring to
Show the public feelings information for the index mark in the label of front public feelings information or negative public feelings information and preset index logo collection
Know corresponding quantitative value, index mark is also corresponding with weighted value and father's index mark, and father's index mark is corresponding with weighted value.
3. described based on acquired reality associated with communication channel mark according to the method described in claim 2, wherein
When the public feelings information and corresponding related information of history public feelings information, to the real-time public feelings information and the history public feelings information into
Row analysis, generation is corresponding with communication channel mark to be used to indicate the tendentious first information of topic and is used to indicate propagation canal
Second information of road influence power, comprising:
For statistical analysis to the real-time public feelings information and history public feelings information difference, determine following quantity information: front is real
When public feelings information quantity, negative public feelings information quantity in real time, real-time public feelings information total quantity, positive history public feelings information quantity,
Negative history public feelings information quantity and history public feelings information total quantity；
Based on the quantity information, the first information corresponding with communication channel mark is generated；
Based on included by the real-time public feelings information and the corresponding related information of history public feelings information with the index mark
Know the index in set and identifies corresponding quantitative value, the corresponding weighted value of index mark and father corresponding with index mark
The corresponding weighted value of index mark, generates the second information corresponding with communication channel mark.
4. according to the method described in claim 3, wherein, described to be based on the quantity information, generation is identified with the communication channel
The corresponding first information, comprising:
The ratio for determining positive the history public feelings information quantity and the history public feelings information total quantity, obtains the first value；
The ratio for determining the negative history public feelings information quantity and the history public feelings information total quantity, obtains second value；
Based on first value, the second value, the real-time public feelings information quantity in the front, the negative public feelings information number in real time
Amount and the real-time public feelings information total quantity generate the first information corresponding with communication channel mark.
5. according to the method described in claim 1, wherein, the first information and the second information are the information indicated with numerical value respectively；
And
Each first information and the second information based on generation, generates the third information for reflecting public sentiment situation, comprising:
The determining corresponding first information and the second information of identifying with each communication channel in the communication channel logo collection
Product；
Based on identified product, third information is generated.
6. it is described based on identified product according to the method described in claim 5, wherein, generate third information, comprising:
If the communication channel logo collection includes a communication channel mark, generates the third including identified product and believe
Breath.
7. it is described based on identified product according to the method described in claim 5, wherein, generate third information, further includes:
If the communication channel logo collection include at least two communication channels mark, it is determined that identified each product it is total
With third information of the generation including the summation.
8. a kind of information output apparatus, comprising:
Acquiring unit is configured to obtain propagation canal indicated by the communication channel mark in preset communication channel logo collection
Public feelings information under the specified topic that road is propagated, wherein the public feelings information includes propagating in the first preset time period
Real-time public feelings information and the history public feelings information propagated in the second preset time period, every public feelings information correspond to relevant letter
Breath；
Generation unit is configured to for each communication channel mark in the communication channel logo collection, based on acquired
Real-time public feelings information associated with communication channel mark and the corresponding related information of history public feelings information, to the reality
When public feelings information and the history public feelings information analyzed, generate it is corresponding with communication channel mark is used to indicate topic be inclined to
Property the first information and be used to indicate the second information of communication channel influence power；
Output unit is configured to each first information and the second information based on generation, generates for reflecting public sentiment situation
Third information, and export the third information.
9. a kind of electronic equipment, comprising:
One or more processors；
Storage device, for storing one or more programs,
When one or more of programs are executed by one or more of processors, so that one or more of processors are real
The now method as described in any in claim 1-7.
10. a kind of computer readable storage medium, is stored thereon with computer program, wherein described program is executed by processor
Method of the Shi Shixian as described in any in claim 1-7.
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| CN201810049253.6A CN110110250A (en) | 2018-01-18 | 2018-01-18 | Information output method and device |
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| CN115048487A (en) * | 2022-05-30 | 2022-09-13 | 平安科技（深圳）有限公司 | Artificial intelligence-based public opinion analysis method, device, computer equipment and medium |
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