CN109462542A - The emotion means of communication based on color - Google Patents
The emotion means of communication based on color Download PDFInfo
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- CN109462542A CN109462542A CN201811227114.4A CN201811227114A CN109462542A CN 109462542 A CN109462542 A CN 109462542A CN 201811227114 A CN201811227114 A CN 201811227114A CN 109462542 A CN109462542 A CN 109462542A
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L51/00—User-to-user messaging in packet-switching networks, transmitted according to store-and-forward or real-time protocols, e.g. e-mail
- H04L51/06—Message adaptation to terminal or network requirements
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F21/00—Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
- G06F21/60—Protecting data
- G06F21/62—Protecting access to data via a platform, e.g. using keys or access control rules
- G06F21/6218—Protecting access to data via a platform, e.g. using keys or access control rules to a system of files or objects, e.g. local or distributed file system or database
- G06F21/6245—Protecting personal data, e.g. for financial or medical purposes
Abstract
The emotion means of communication based on color that this application involves a kind of, belong to affection computation and Internet of Things crossing domain.It is characterized in that, from including the setting of user's subjectivity and sensing system acquires both emotion sources and obtains emotion, the emotion of publisher user can be by showing with user itself preference (IECM) and with the emotion-color references two ways of common preferences (PECM) setting.Observer user again may be by IECM and PECM two ways and check and understand the emotion color that publisher user is shown in the form of PECM; when publisher user shows emotion in the form of IECM; observer needs to convert by the agreement of publisher user to understand its emotion color, it is intended to protect the privacy of publisher user；A kind of emotion means of communication based on color, which is characterized in that the present invention calculates comprehensive emotion situation by the emotion color blend of multiple users and from multiple dimensions, obtains comprehensive emotion color references, to improve exchange efficiency on the whole.
Description
Technical field
The emotion means of communication based on color that the present invention relates to a kind of, belong to affection computation and Internet of Things crossing domain.
Background technique
Carrying out exchange using natural language between user is communication modes universal at present, is exchanged using natural language
Belong to the mode of content driven, the mode of content driven correspond to behavior command be it is effectively, it can intuitively express instruction
Interactive information, however, emotion communication is often extremely important when rising to high-level exchange, for example, user A and user B is carried out
Exchange, user A are said to user B: having been had a meal, user B is replied: having been eaten, that such a dialogue actually reflects is user A
Greeting to user B, his actual instruction meaning is seldom, therefore the exchange of emotion is critically important.For another example, manager needs group
Primary discussion is knitted, previous mode is one time of regulation, and owner is in this time point set and enters on, however, real
The case where border is, some people that this time point may attend a meeting because of various factor emotional instabilities, he
It is little to the facilitation of meeting when attending a meeting, have negative implications instead sometimes.From the essence of exchange, emotion communication will have
The relevant issues for helping solve personal management promote exchange efficiency, for example, in the above example, if all with participant's emotion
It is good state undertissue discussion or meeting, then the efficiency exchanged can be higher.
It carries out exchange using natural language between user to belong to content driven mode and exchange, this mode is directed to behavior command
When it is effectively, however, from high level, emotion communication discloses the essence of exchange, the visualization of emotion and multi-user's
Emotional fusion assessment exchange can effectively promote the efficiency of exchange.User can intuitively manage very much when being showed emotion using color
Solution, different users, which shows emotion to color, different preferences, to show that the emotion of oneself also has different forms, user
It needs to be interpreted its emotion color so as to be understood in the emotion for checking other users；It is logical for the emotion of multi-user
News, the fusion situation by calculating multiple color reflects the emotion communication of multiple users, to improve exchange success rate.
Summary of the invention
Technical problem: carrying out exchange using natural language between user and belong to content driven mode and exchange, this mode needle
It is effectively when to behavior command, however, emotion communication discloses the essence of exchange, the visualization of emotion from high level
The efficiency that can effectively promote exchange is exchanged with the assessment of the emotional fusion of multi-user.User can be non-when being showed emotion using color
Often intuitive to understand, different users, which shows emotion to color, different preferences, to show that the emotion of oneself is also different
Form, user needs to interpret its emotion color so as to understand in the emotion for checking other users；For more
The emotion of user communicates, and the fusion situation by calculating multiple color reflects the emotion communication of multiple users, to improve exchange
Success rate.
Technical solution: the present invention is a kind of emotion means of communication based on color, and from the angle of frequency spectrum, use is visible
Optical frequencies reflects user feeling；The color that different users uses expression own emotions has different preferences, of the invention first
Define emotion source be user subjectively according to preference mark the emotion color of oneself and by using sensing system it is objective
The heartbeat conditions of acquisition and analysis user；The color of user feeling is shown, the present invention provides individual emotion color references table
(IECM) and two kinds of publication forms of common emotion color references table (PECM), the form of IECM open displaying to other users, but
The privacy that user feeling needs to protect the user by the agreement of the user is interpreted in the form of other users IECM or PECM,
From the angle of observer user, if observer user wants to understand the emotion situation of publisher user's publication, need to request to turn
It changes common emotion color references table into or meets the master meter of observer and emotion color preference, and the present invention provides publisher
The secret protection service of user, therefore, observer's understands that convert requests need to convert by the agreement of publisher user；
If publisher user shows emotion in a manner of PECM, i.e., the emotion color expression with user's individual preference is converted into meeting
The emotion color expression that masses understand, at this point, observer user can both be directly viewable publisher user ask emotion condition, can also
It is converted into meeting the individual emotion color references of observer itself preference with the common emotion color references table for issuing publisher
Table is consequently facilitating observer user understands publisher's user feeling.Meanwhile the emotion communication assessment of multiple users is to pass through fusion
Color afterwards reflects that the fused final color of multiple color will be shown in the form of to integrate emotion color references table, finally
Exchange efficiency is promoted on the whole.
Detailed description of the invention
Fig. 1 is a kind of specific flow chart of emotion means of communication based on color；
Fig. 2 is the individual emotion color references table and common emotion color references of a kind of emotion means of communication based on color
The example that table shows emotion；
Fig. 3 is the embodiment that shows and check between an a kind of user of emotion means of communication based on color；
Fig. 4 is a kind of example of the emotional fusion assessment of a multi-user of emotion means of communication based on color.
Process is embodied
A kind of emotion means of communication based on color, specific embodiment are as follows:
As shown in Figure 1,
Step 1) corresponds to 001 in Fig. 1, and the heartbeat conditions of user are obtained from emotion source (TES)；
Step 2 corresponds to 002 in Fig. 1, and user individual defines the emotion color references table (IECM) of itself；
Step 3) corresponds to 003 in Fig. 1, and more popular common emotion color base is got by the method for machine learning
Quasi- table (PECM)；
Step 4) corresponds to 004 and 005 in Fig. 1, and user selects the exhibition method of own emotions color: (one) user individual feelings
Feel master meter, (two) common emotion master meter；As user's selection mode (two), the present invention can be by user's individual emotion master meter
It is transformed into common emotion master meter；
Step 5) corresponds to 006 in Fig. 1, and user selects exhibition method when checking other users emotion color, the present invention provides
Between user emotion color references table mapping understand service, but be based on step 3, when the exhibition method that publisher user selects for
When individual emotion master meter, mapping when observer user checks publisher user understands that demand for services needs to use by publisher
The agreement at family, to protect the privacy of publisher user；The present invention gives the color from publisher user-emotion master meter to
Intelligible color-emotion master meter the mapping method for meeting the setting of itself preference of observer user；
Step 6) corresponds to 007 in Fig. 1, when the user for having communication need searches target user if appropriate for communication and is suitble to
Or when being not suitable for the degree of communication, the present invention provides the color blend method of emotion communication, from the measurement of multiple reflection emotions
Dimension is set out, the synthesis emotion color references table under the multiple dimensions of fusion calculation；Specific method is: from the emotion of multiple users
Color will transition to common emotion color references table, and as input, COMPREHENSIVE CALCULATING synthesis result；
Step 7) corresponds to 008 in Fig. 1, obtains comprehensive emotion color references table.
Step 1 further include:
It is The Emotional Source(TES that the present invention, which defines emotion source), family is corresponding with oneself to emotion and color
Preference setting, such as it is red that user one, which defines " happiness ", user two may define " happiness " as blue；We define emotion
Source includes two sources:
(1) user is subjectively according to the correspondence of the heartbeat conditions of the preference of oneself setting output and color
(2) emotion is acquired from various dimensions such as movement, social activity, events using sensing system and analyze the heartbeat conditions of user,
Obtained heartbeat conditions are corresponded to and autonomous are marked according to the color that prefers to of user.
Reflection emotion is measured from multiple dimensions, and the dimension measurement that the present invention defines reflection emotion is Emotion
Dimension(ED), measure formulas is as follows:
Emotion&Degree={ f (EDi), ∑ ai*Edi } (1)
Wherein, EDi indicates the measure dimension of reflection emotion, and ai indicates the degree weight of each dimension, for example, user runs daily
3 kilometers of step, today, the running distance of user did comparison reflection running distance under degree of being changed to user emotion with averagely daily
Influence degree, f (EDi) indicates emotional semantic classification function, and value is that (A6) is feared in happiness (A1) anger (A2) sad (A3) happy (A4) sad (A5)
Frightened (A7) indicates which kind of in frightened seven classes be the emotion of the user under multiple dimensions such as Edi fear for specific happiness, anger, grief and joy sorrow.
Step 2 further include:
User defines the emotion color references table of oneself according to the preference of oneself, we define user's individual emotion color references table
For Individual emotion color matrix(IECM), the present invention provides but is not limited to following to reflect emotion
Color be: red, orange, green, yellow, blue, indigo color, purple, as Color in formula 1emotionValue range,
The present invention provides but be not limited to following emotion vocabulary: happiness (like, is happy, is glad), anger (indignation), happy (happy, body and mind is pleased
It is happy), think (miss), sorrow (sad, pity, sad), probably (panic, fear, worry), shy (shy smack one's lips, pleasantly surprised), as in formula 1
The value range of emtion；User individual define color and emotion to it is corresponding when mapping equation it is as follows:
Coloremotion=Map(emotion) (2).
Step 3 further include:
The popular common emotion color base of sample crowd is got by analyzing mass data using the method for machine learning
Quasi- table, it is Public emotion color matrix(PECM that we, which define common emotion color references table), as sample,
The present invention provides a kind of sample such as the following table 1 of common emotion master meter:
Table 1:
Step 4 further include:
The present invention passes through color-emotional semantic explanation two to individual emotion color references table and common emotion color references table
The individual emotion color references table of user can be mapped to by tuple form tissue, therefore, the map vector changed by one
On common emotion color references table, mapping equation is as follows:
ColorPECM = N * ColorIECM* W(3)
Wherein, N indicates that the map vector from individual emotion color references table to common emotion color references table, W indicate emotion journey
Spend vector.
Step 5 further include:
On the internet-of-things terminal equipment of offer, software platform etc., user can be selected according to the actual demand of oneself at other
One or two kinds of emotion color exhibition method in face of user is respectively: that one user of mode is arranged according to itself preference
Body emotion color references table, mode two are mapped to common emotion color references table, first selection mode means under maximum probability it
His user can see the emotion color of publisher user, but can not understand that the practical semanteme of emotion and color is corresponding；
From the angle of privacy of user, when publisher user selects to visualize with individual emotion master meter publication heartbeat conditions
When, the present invention still provides the color from publisher user to observer user-emotion mapping method, but its service provides needs
By the agreement of publisher user, to protect the privacy of publisher user；The present invention also provides for publisher user simultaneously
Exhibition method when being common emotion master meter, the present invention provides emotion-color mapping to other observer users and understands service；
It is the target user relative to observer user when checking emotion color that the present invention, which defines publisher user, as publisher user
The emotion color references table hour angle discoloration for checking other users is observer user, and algorithm 1 describes observer user and checks understanding
The mapping of the emotion color references table of publisher user.
Step 6 further include:
The individual emotion color references table for obtaining multiple users converts thereof into common emotion color references table based on step 4, will
The emotion color of multiple users merges, and obtains comprehensive emotion face according to the indicator rule of common emotion color references table
Color master meter, it is comprehensive emotion color matrix that we, which define comprehensive emotion color references table,
(CECM)；Formula is as follows:
Emotion=d(w1*ED1)+d(w2*ED2)+...+d (wn*EDn) (4)
Wherein, EDi indicates that the measure dimension of reflection emotion, wi indicate weight, and d indicates that decision is the scoring of which kind of emotion, finally
Scoring sum range by determine multiple users merge emotions after emotion, and it is divided into very from low to high semantically
Be not suitable for exchange to being very suitable to exchange；Algorithm two describes the calculating between multiple users if appropriate for exchange and its degree
Process；Algorithm 2 describes the calculating between multiple users if appropriate for exchange and its degree.
As shown in Fig. 2, being individual emotion color references table and common emotion color in a kind of emotion means of communication based on color
The contrast relationship that master meter shows emotion corresponds to same emotion situation " physical condition is good ", personal emotion face in Fig. 2
Color master meter is shown using purple, and is expressed in common emotion color references table using red again, similarly, is corresponded to same
A kind of emotion " thought slowness " is expressed in personal emotion color references table using red, and in common emotion color references
It is expressed in table using light blue.The personal emotion color references table provided in Fig. 2 is actually one that the present invention arbitrarily illustrates
Kind, in practice, personal emotion color table can be arranged by user individual, and common emotion color table is to pass through engineering
The methods of habit actual count.
As shown in figure 3, being in a kind of emotion means of communication based on color, publisher user shows own emotions and observation
Person and user check the example introduction of observer's emotion, in fig. 3, it can be seen that publisher user shows feelings using two ways
Sense, mode is first is that personal emotion color references table, and mode is second is that common emotion color references table；Employing mode a period of time, publisher
User is intended to people's preference form and shows emotion in such a way that itself can understand, at this point, from the angle of observer user, if seeing
The person of examining user wants to understand the emotion situation of publisher user's publication, then need to request to be converted into common emotion color references table or
Person meets the master meter of observer and emotion color preference, and the present invention provides the secret protection service of publisher user, therefore,
Observer's understands that convert requests need to convert by the agreement of publisher user；If publisher user is in the second
It shows emotion, i.e., is converted into the emotion color expression with user's individual preference meeting the emotion color table of public understanding
Reach, at this point, observer user can both be directly viewable publisher user ask emotion condition, publisher can also be issued public
Emotion color references table is converted into meeting the individual emotion color references table of observer itself preference consequently facilitating observer user
Understand publisher's user feeling.
As shown in figure 4, Li Ming and Li Hua are as feelings in a kind of one embodiment of emotion means of communication based on color
Feel the participant of communication, Li Hua is observer user, and Li Hua has a mind to play basketball, and it is current he physical condition emotion it is good, Lee
China wonders whether Li Ming is also ready to play ball, and therefore, Li Hua wishes to the color expression after fusion emotion, and Li Hua views Lee
Bright common emotion color expression, and the common emotion color references table of oneself and Li Ming merge, it finally obtains comprehensive
The emotion color references table of conjunction, is shown as fit closely color, therefore the success rate that Li Hua invites dawn to play ball together at this time
It is very high.
Claims (7)
1. a kind of emotion means of communication based on color, which is characterized in that comprise the following steps:
Step 1) obtains the heartbeat conditions of user from emotion source (TES)；
Step 2 user individual defines the emotion color references table (IECM) of itself；
Step 3) gets more popular common emotion color references table (PECM) by the method for machine learning；
The exhibition method of step 4) user selection emotion color: (one) user individual emotion master meter, (two) common emotion benchmark
Table；As user's selection mode (two), user's individual emotion master meter can be transformed into common emotion master meter by the present invention；
Step 5) user selects exhibition method when checking other users emotion color, the present invention provides the emotion color between user
Master meter mapping understand service, but be based on step 3, when the exhibition method that publisher user select for individual emotion master meter when,
Mapping when observer user checks publisher user understands that demand for services needs the agreement by publisher user, to protect
The privacy of publisher user；The present invention gives the color from publisher user-emotion master meters to be appreciated that observer user
Meet itself preference setting color-emotion master meter mapping method；
Step 6) when have communication need user search target user if appropriate for communication and be suitble to or be not suitable for communication
When degree, the present invention provides the color blend method of emotion communication, from the measure dimension of multiple reflection emotions, fusion calculation
Synthesis emotion color references table under multiple dimensions；Specific method is: will transition to from the emotion color of multiple users public
Emotion color references table, and as input, COMPREHENSIVE CALCULATING synthesis result；
Step 7) obtains comprehensive emotion color references table.
2. a kind of emotion means of communication based on color according to claim 1, which is characterized in that step 1 further include:
It is The Emotional Source(TES that the present invention, which defines emotion source), family is corresponding with oneself to emotion and color
Preference setting, such as it is red that user one, which defines " happiness ", user two may define " happiness " as blue；We define emotion
Source includes two sources:
(1) user is subjectively according to the correspondence of the heartbeat conditions of the preference of oneself setting output and color
(2) emotion is acquired from various dimensions such as movement, social activity, events using sensing system and analyze the heartbeat conditions of user,
Obtained heartbeat conditions are corresponded to and autonomous are marked according to the color that prefers to of user；
Reflection emotion is measured from multiple dimensions, and the dimension measurement that the present invention defines reflection emotion is Emotion Dimension
(ED), measure formulas is as follows:
Emotion&Degree = {f(EDi), ∑ ai*Edi(1)
Wherein, EDi indicates the measure dimension of reflection emotion, and ai indicates the degree weight of each dimension, for example, user runs daily
3 kilometers of step, today, the running distance of user did comparison reflection running distance under degree of being changed to user emotion with averagely daily
Influence degree, f (EDi) indicates emotional semantic classification function, and value is that (A6) is feared in happiness (A1) anger (A2) sad (A3) happy (A4) sad (A5)
Frightened (A7) indicates which kind of in frightened seven classes be the emotion of the user under multiple dimensions such as Edi fear for specific happiness, anger, grief and joy sorrow.
3. a kind of emotion means of communication based on color according to claim 1, which is characterized in that step 2 further include:
User defines the emotion color references table of oneself according to the preference of oneself, we define user's individual emotion color references table
For Individual emotion color matrix(IECM), the present invention provides but is not limited to following to reflect emotion
Color be: red, orange, green, yellow, blue, indigo color, purple, as Color in formula 1emotionValue range,
The present invention provides but be not limited to following emotion vocabulary: happiness (like, is happy, is glad), anger (indignation), happy (happy, body and mind is pleased
It is happy), think (miss), sorrow (sad, pity, sad), probably (panic, fear, worry), shy (shy smack one's lips, pleasantly surprised), as in formula 2
The value range of emtion；User individual define color and emotion to it is corresponding when mapping equation it is as follows:
Coloremotion=Map(emotion) (2).
4. a kind of emotion means of communication based on color according to claim 1, which is characterized in that step 3 further include:
The popular common emotion color base of sample crowd is got by analyzing mass data using the method for machine learning
Quasi- table, it is Public emotion color matrix(PECM that we, which define common emotion color references table), as sample,
The sample that the present invention provides a kind of common emotion master meter is as follows:
。
5. a kind of emotion means of communication based on color according to claim 1, which is characterized in that step 4 further include:
The present invention passes through color-emotional semantic explanation two to individual emotion color references table and common emotion color references table
The individual emotion color references table of user can be mapped to by tuple form tissue, therefore, the map vector changed by one
On common emotion color references table, mapping equation is as follows:
ColorPECM = N * ColorIECM* W(3)
Wherein, N indicates that the map vector from individual emotion color references table to common emotion color references table, W indicate emotion journey
Spend vector.
6. a kind of emotion means of communication based on color according to claim 1, which is characterized in that step 5 further include:
On the internet-of-things terminal equipment of offer, software platform etc., user can be selected according to the actual demand of oneself at other
One or two kinds of emotion color exhibition method in face of user is respectively: that one user of mode is arranged according to itself preference
Body emotion color references table, mode two are mapped to common emotion color references table, first selection mode means under maximum probability it
His user can see the emotion color of publisher user, but can not understand that the practical semanteme of emotion and color is corresponding；
From the angle of privacy of user, when publisher user selects to visualize with individual emotion master meter publication heartbeat conditions
When, the present invention still provides the color from publisher user to observer user-emotion mapping method, but its service provides needs
By the agreement of publisher user, to protect the privacy of publisher user；The present invention also provides for publisher user simultaneously
Exhibition method when being common emotion master meter, the present invention provides emotion-color mapping to other observer users and understands service；
It is the target user relative to observer user when checking emotion color that the present invention, which defines publisher user, as publisher user
The emotion color references table hour angle discoloration for checking other users is observer user, and algorithm 1 describes observer user and checks reason
Solve the mapping of the emotion color references table of publisher user:
。
7. a kind of emotion means of communication based on color according to claim 1, which is characterized in that step 6 further include:
The individual emotion color references table for obtaining multiple users converts thereof into common emotion color references table based on step 4, will
The emotion color of multiple users merges, and obtains comprehensive emotion face according to the indicator rule of common emotion color references table
Color master meter, it is comprehensive emotion color matrix that we, which define comprehensive emotion color references table,
(CECM)；Formula is as follows:
Emotion=d(w1*ED1)+d(w2*ED2)+...+d (wn*EDn) (4)
Wherein, EDi indicates that the measure dimension of reflection emotion, wi indicate weight, and d indicates that decision is the scoring of which kind of emotion, finally
Scoring sum range by determine multiple users merge emotions after emotion, and it is divided into very from low to high semantically
Be not suitable for exchange to being very suitable to exchange；Algorithm two describes the calculating between multiple users if appropriate for exchange and its degree
Process；Algorithm description calculates between multiple users if appropriate for exchange and its degree:
。
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