CN108693974B - Data processing method, system and non-volatile computer storage medium - Google Patents
Data processing method, system and non-volatile computer storage medium Download PDFInfo
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Abstract
The embodiment of the invention provides a data processing method, a data processing system and a nonvolatile computer storage medium. According to the embodiment of the invention, the physiological data of the appointed user when watching the appointed information is collected, the emotion experience information of the appointed user is obtained according to the physiological data based on the appointed algorithm, the interactive chart information corresponding to the appointed information is generated according to the emotion experience information, the emotion experience information and the interactive chart information of the user are automatically obtained in real time based on the physiological data of the user when watching the information, the obtaining process is automatically completed according to a program, the time consumption is short, the processing efficiency is improved, the basic data is objective physiological data, the objective feeling of the user when watching can be accurately reflected, the data accuracy is higher, and the problems that the watching experience efficiency of the user on the information is lower and the data accuracy is lower in the prior art are solved to a certain extent.
Description
[ technical field ] A method for producing a semiconductor device
The present disclosure relates to the field of signal processing technologies, and in particular, to a data processing method and system, and a non-volatile computer storage medium.
[ background of the invention ]
Art adds value to the lives of individuals and the entire society. Engagement in art can help individuals and society develop intrinsic cognitive and emotional processes. Due to cultural experience, these processes may affect external outcomes, such as increased education, decreased crime rate, health, and overall well-being. In addition, art is a social experience, a bridge from artists to users, and a bridge connecting individuals to each other. The art provides a medium for artists to express their unique experiences, exposing and disseminating their inherent reality to others. Thus, art is believed to have cognitive, attitude and behavioral benefits that allow users to develop their personal skills to increase social ties through artistic participation.
Art attracts users in the emotional and knowledge as well as aesthetic level. The artistic creation is one of the most complex and mysterious activities of human consciousness, and the influence of the art is intangible and is difficult to define. In particular, the user is an inherent experience of art, with strong personal and uniqueness, which makes it difficult to properly measure the user's experience.
Various interested persons (e.g., artists, producers, directors, etc.) need to be aware of the user's experience with specified information (e.g., video information, multimedia information, picture information) in order to process the information accordingly.
In the prior art, when the user needs to know the experience of the information, the information is obtained by issuing a questionnaire to the user and filling the questionnaire by the user. On the one hand, the method is long in time consumption, so that the efficiency is low, and on the other hand, because most information filled by the user has strong subjectivity, the accuracy of user experience data obtained based on the questionnaire is low.
[ summary of the invention ]
In view of this, embodiments of the present disclosure provide a data processing method, a data processing system, and a non-volatile computer storage medium, so as to solve the problems in the prior art that the experience efficiency of a user for information is low and the data accuracy is low.
In a first aspect, an embodiment of the present invention provides a data processing method, where the method includes:
acquiring physiological data of a designated user when the designated user watches the designated information;
based on a specified algorithm, obtaining emotional experience information of the specified user according to the physiological data;
and generating interactive chart information corresponding to the specified information according to the emotional experience information.
The above-described aspects and any possible implementations further provide an implementation, and the method further includes:
displaying the interactive chart information; and/or the presence of a gas in the gas,
storing the interactive chart information.
The above aspects and any possible implementations further provide an implementation in which the synchronized emotional experience information includes a degree of arousal;
generating interactive chart information corresponding to the specified information according to the emotional experience information, wherein the interactive chart information comprises:
judging whether the awakening degree of the specified user at the specified time meets a remarkable awakening condition or not;
and if the awakening degree of the specified user at the specified time meets the obvious awakening condition, marking the specified time in the interactive chart information corresponding to the specified information.
The foregoing aspect and any possible implementation manner further provide an implementation manner, where marking the specified time in the interactive chart information corresponding to the specified information includes:
and displaying the information corresponding to the specified time in the specified information at the position corresponding to the specified time in the interactive chart information corresponding to the specified information.
The above-described aspects and any possible implementations further provide an implementation, and the method further includes:
storing the physiological data to a designated storage location.
The above-described aspects and any possible implementation further provide an implementation in which the designated storage location is a database, a sensor internal memory, or a cloud memory.
The above-described aspects and any possible implementations further provide an implementation, and the method further includes:
responding to the click of a user on the interactive chart information, and acquiring emotional experience information corresponding to the click moment according to the emotional experience information; and/or the presence of a gas in the gas,
responding to the click of a user on a specified picture in the specified information, and acquiring emotional experience information corresponding to the specified picture according to the emotional experience information and the specified information.
The above-described aspects and any possible implementations further provide an implementation in which the emotional experience information includes attention and/or arousal information.
The above-described aspects and any possible implementations further provide an implementation in which the physiological data includes at least one of GSR data, SCL data, SCR data, NSSCR data.
In a second aspect, an embodiment of the present invention provides a data processing system, where the system includes:
the acquisition module is used for acquiring physiological data of a specified user when the specified user watches the specified information;
the processing module is used for obtaining emotional experience information of the specified user according to the physiological data based on a specified algorithm;
and the generating module is used for generating interactive chart information corresponding to the specified information according to the emotional experience information.
In a third aspect, an embodiment of the present invention provides a non-volatile computer storage medium, where the non-volatile computer storage medium stores computer-executable instructions, and the computer-executable instructions are configured to:
acquiring physiological data of a designated user when the designated user watches the designated information;
based on a specified algorithm, obtaining emotional experience information of the specified user according to the physiological data;
and generating interactive chart information corresponding to the specified information according to the emotional experience information.
The embodiment of the invention has the following beneficial effects:
according to the embodiment of the invention, the physiological data of the appointed user when watching the appointed information is collected, the emotional experience information of the appointed user is obtained according to the physiological data based on the appointed algorithm, the interactive chart information corresponding to the appointed information is generated according to the emotional experience information, when the experience of the user when watching the information needs to be obtained, the emotional experience information of the user is automatically obtained in real time based on the physiological data of the user when watching the information, and the interactive chart information corresponding to the appointed information is generated according to the emotional experience information. On one hand, the acquisition process is automatically completed according to the program, so that the speed is high, the time consumption is short, and the processing efficiency is improved; on the other hand, the basic data for obtaining the emotional experience information of the user is objective physiological data of the user when the user watches the information, and objective feelings of the user when the user watches the information can be accurately reflected, so that the obtained data is high in accuracy.
[ description of the drawings ]
In order to more clearly illustrate the technical solutions of the embodiments of the present invention, the drawings needed to be used in the embodiments will be briefly described below, and it is obvious that the drawings in the following description are only some embodiments of the present invention, and it is obvious for those skilled in the art to obtain other drawings based on these drawings without creative efforts.
Fig. 1 is a diagram illustrating a first process of a data processing method according to an embodiment of the present invention.
Fig. 2 is an exemplary diagram of personal response data obtained after processing according to the data processing method provided by the embodiment of the invention.
Fig. 3 is an exemplary diagram of P-value data provided in an embodiment of the present invention.
FIG. 4 is an exemplary graph of average response data provided by an embodiment of the present invention.
Fig. 5 is a diagram illustrating a second flow of a data processing method according to an embodiment of the present invention.
Fig. 6 is a diagram illustrating a third flow of a data processing method according to an embodiment of the present invention.
Fig. 7 is a diagram illustrating a fourth flowchart of a data processing method according to an embodiment of the present invention.
Fig. 8 is a diagram illustrating a fifth flowchart of a data processing method according to an embodiment of the present invention.
FIG. 9 is a block diagram of a data processing system according to an embodiment of the present invention.
[ detailed description ] embodiments
For better understanding of the technical solutions of the present invention, the following detailed descriptions of the embodiments of the present invention are provided with reference to the accompanying drawings.
It should be understood that the described embodiments are only some embodiments of the invention, and not all embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
The terminology used in the embodiments of the invention is for the purpose of describing particular embodiments only and is not intended to be limiting of the invention. As used in the examples of the present invention and the appended claims, the singular forms "a," "an," and "the" are intended to include the plural forms as well, unless the context clearly indicates otherwise.
It should be understood that the term "and/or" as used herein is merely one type of association that describes an associated object, meaning that three relationships may exist, e.g., a and/or B may mean: a exists alone, A and B exist simultaneously, and B exists alone. In addition, the character "/" herein generally indicates that the former and latter related objects are in an "or" relationship.
The word "if" as used herein may be interpreted as "at … …" or "when … …" or "in response to a determination" or "in response to a detection", depending on the context. Similarly, the phrases "if determined" or "if detected (a stated condition or event)" may be interpreted as "when determined" or "in response to a determination" or "when detected (a stated condition or event)" or "in response to a detection (a stated condition or event)", depending on the context.
The scheme of the invention is that physiological data of a user watching information is collected through a sensor, emotion experience information of the user is obtained through the physiological data, and interactive chart information corresponding to the information is generated according to the emotion experience information of the user.
In the application, since the user usually sits in a seat to watch information, such as a movie theater, a theater, etc., a wearable sensor may be configured for each seat, and a sensor identifier may be set for each sensor, so that the sensor may be bound to the seat where the sensor is located by storing the corresponding relationship between the sensor identifier and the seat identifier (such as a seat number). When the physiological data collected by the sensor is stored, the mapping relation among the sensor identifier, the seat identifier and the physiological data can be simultaneously stored. Therefore, the corresponding physiological data of the user can be found out through the seat identification of the seat where the user is located.
When the sensor collects the physiological data of the user, the corresponding moment of the physiological data can be recorded at the same time. Therefore, the physiological data acquired by the sensor may contain time information, i.e. the physiological data is physiological data containing time information.
The sensor transmits each acquired moment and corresponding physiological data to a background terminal (such as a computer, a server and the like), and the background terminal processes the physiological data to obtain interactive chart information and then displays the interactive chart information. In application, for each moment, the sensor can collect a plurality of physiological data, for example, about 10 to 20 physiological data, and all the physiological data are transmitted to the background terminal.
In the application, the content of the displayed interactive chart information may be: the horizontal axis of the interactive chart information represents time, and the vertical axis represents emotional experience information obtained by processing according to a physiological number. Specifically, for each time on the horizontal axis in the interactive chart information, the processed physiological data corresponding to the time is obtained through the plurality of physiological data corresponding to the time, and then the processed physiological data is mapped to 0-1024 as emotional experience information, which is used as vertical axis data corresponding to the time on the horizontal axis in the interactive chart information.
In an application, a seating chart may also be displayed in the displayed interactive chart information. Each seat in the seating diagram is represented by a seat identifier. After a certain seat identifier is clicked, corresponding physiological data can be read from the database according to the mapping relation between the clicked seat identifier and the physiological data, and then an interactive chart corresponding to a user on the seat corresponding to the seat identifier is displayed.
Example one
The embodiment of the invention provides a data processing method which can be realized through an application program APP. The data processing method can be used for obtaining the watching experience of a user on information such as artistic videos.
Fig. 1 is a diagram illustrating a first process of a data processing method according to an embodiment of the present invention. As shown in fig. 1, in this embodiment, the data processing method includes the following steps:
s101, collecting physiological data of a specified user when the specified user watches the specified information.
And S102, obtaining emotional experience information of the specified user according to the physiological data based on a specified algorithm.
And S103, generating interactive chart information corresponding to the specified information according to the emotional experience information.
Wherein the specified user may be a user viewing the information.
For example, the specified user may be a user watching a theatrical performance, may be a user watching a movie, and so on.
Where the number of designated users may be tens, hundreds, etc.
Wherein the designation information may be video information of an art type.
For example, the designation information may be a video of a drama performance, a video of a movie played, or the like.
Wherein the emotional experience information may comprise attention and/or arousal information.
The acquired physiological data may include, among other things, a sensor ID, a sensor signal, and corresponding time information. The sensor signal may include at least one of GSR (Galvanic Skin Response) data, SCL (Skin Conductance Level) data, SCR (Skin Conductance Responses) data, NSSCR (non-specific Skin Conductance Response) data.
Emotional changes in humans are always accompanied by a series of physiological responses such as respiration, blood pressure, pulse, vascular volume and glandular secretion. The galvanic skin response associated with sweat gland secretion is often used as an indirect physiological indicator of emotional changes, which is the change in skin conductance when the body is stimulated, generally expressed as the resistance and its logarithm or the conductance and its square root. GSR is a physiological index that reflects emotional changes. Many psychological phenomena are closely related to skin level, and emotional reactions cause drastic changes in skin level. Therefore, GSR can serve as a physiological indicator of mood.
The skin conductance level SCL may also be referred to as "basal skin conductance". It is generally considered that the skin conductance level SCL is the base value of physiological activity in a calm state.
Skin conductance level SCR is a transient, relatively rapid fluctuation in skin conductance level, a physiologically psychological irritation state caused by irritation.
In an application, various types of physiological data may be collected using corresponding sensors.
For example, GSR data may be collected with a GSR sensor.
GSR contains two variables. The first variable is the Skin Conductance Level (SCL). The second variable is the galvanic skin response associated with a particular stimulus, representing rapid and step changes in the intensity of the electrical conductivity. Typically, a delay of 1-3 seconds between stimulation and SCR onset. GSR sensors may be worn on the hands or feet to collect GSR data.
In this embodiment, the GSR sensor used is a GSR sensor that can be used to measure users on a large scale, does not need to interrupt the viewing experience of the users, and has the characteristics of real-time performance, objectivity, light weight, and easy usability.
For example, each user viewing a drama may be issued a wearable GSR sensor, and each GSR sensor wirelessly transmits the collected GSR data to a back-office server.
In an exemplary implementation, the data processing method may further include: storing the physiological data to a designated storage location.
Wherein the designated storage location may be a database, a sensor internal memory, or a cloud memory.
Wherein the emotional experience information may include attention information.
Wherein the designated algorithm processes the physiological data according to the result requirements. For example, the processing may include at least one of data cleansing, derivation, threshold truncation, normalization, statistical calculations, test analysis, and the like.
The following illustrates interactive chart information.
The interactive chart information may be personal reaction data represented by the interactive chart information. Referring to fig. 2, fig. 2 is a diagram illustrating personal response data obtained after processing according to the data processing method provided by the embodiment of the invention. In fig. 2, the abscissa is time in seconds, and the ordinate is the value of the personal response data.
The interactive chart information may be P-value data represented by the interactive chart information. Referring to fig. 3, fig. 3 is a diagram illustrating P-value data according to an embodiment of the invention. In fig. 3, the abscissa represents time in seconds, and the ordinate represents the P value.
The interactive chart information may be average reaction data represented by the interactive chart information. Referring to fig. 4, fig. 4 is a graph illustrating average response data provided by an embodiment of the present invention. In FIG. 4, the abscissa represents time in seconds, and the ordinate represents the value of the average reaction data.
Through the interactive chart information, related personnel can visually analyze the physiological data of the user watching the designated information in real time, and can interact with and read the user.
In one exemplary implementation, the emotional experience information includes a degree of arousal; generating interactive chart information corresponding to the specified information according to the emotional experience information, including: judging whether the awakening degree of the appointed user at the appointed time meets an obvious awakening condition or not; and if the awakening degree of the specified user at the specified time meets the obvious awakening condition, marking the specified time in the interactive chart information corresponding to the specified information.
Wherein the significant wake-up condition may be: at a certain moment, the proportion of users with the awakening degree larger than the awakening degree threshold value in the designated users is larger than the designated proportion.
In one exemplary implementation, marking the designated time in the interactive chart information corresponding to the designated information includes: and displaying the information corresponding to the specified time in the specified information at the position corresponding to the specified time in the interactive chart information corresponding to the specified information.
For example. Assuming that the duration of a movie video is 2 hours in total, 100 viewers watch the movie video, and at 1 hour, 12 minutes and 30 seconds, the arousal degree of 85 of the 100 viewers is greater than the arousal degree threshold value, and the specified proportion is 80%, a video picture of 1 hour, 12 minutes and 30 seconds in the movie video is displayed at a position of 1 hour, 12 minutes and 30 seconds in the interactive chart information corresponding to the movie video.
In the embodiment shown in fig. 1, physiological data of a designated user when watching designated information is collected, emotional experience information of the designated user is obtained according to the physiological data based on a designated algorithm, interactive chart information corresponding to the designated information is generated according to the emotional experience information, and when the experience of the user when watching information needs to be known, the emotional experience information of the user is automatically obtained in real time based on the physiological data of the user when watching information, and the interactive chart information corresponding to the designated information is generated accordingly. On one hand, the acquisition process is automatically completed according to the program, so that the speed is high, the time consumption is short, and the processing efficiency is improved; on the other hand, the basic data for obtaining the emotional experience information of the user is objective physiological data of the user when the user watches the information, and objective feelings of the user when the user watches the information can be accurately reflected, so that the obtained data is high in accuracy.
Fig. 5 is a diagram illustrating a second flow of a data processing method according to an embodiment of the present invention. As shown in fig. 5, in this embodiment, the data processing method includes the following steps:
s201, collecting physiological data of a specified user when the specified user watches the specified information.
S202, obtaining emotional experience information of the specified user according to the physiological data based on the specified algorithm.
And S203, generating interactive chart information corresponding to the specified information according to the emotional experience information.
And S204, displaying the interactive chart information.
The embodiment shown in fig. 5 further displays the interactive chart information after generating the interactive chart information corresponding to the designation information.
Wherein, the interactive chart information can be displayed on the screens of a PC, a tablet computer, a smart phone and the like.
In one exemplary implementation, in displaying the interactive chart information, a seating chart may also be displayed, where each seat in the seating chart has seat identification information. After the designated seat identification information in the seat map is clicked, the physiological data corresponding to the clicked seat identification information can be read according to the mapping relation between the seat identification information and the physiological data, and the interactive chart information corresponding to the read physiological data is displayed.
Fig. 6 is a diagram illustrating a third flow of a data processing method according to an embodiment of the present invention. As shown in fig. 6, in this embodiment, the data processing method includes the following steps:
s301, collecting physiological data of a specified user when the specified user watches the specified information.
S302, based on a designated algorithm, obtaining emotional experience information of a designated user according to physiological data.
And S303, generating interactive chart information corresponding to the specified information according to the emotional experience information.
S304, storing the interactive chart information.
The embodiment shown in fig. 6 further stores the interactive chart information after generating the interactive chart information corresponding to the designation information.
Wherein the interactive chart information may be stored in a database.
Fig. 7 is a diagram illustrating a fourth flowchart of a data processing method according to an embodiment of the present invention. As shown in fig. 7, in this embodiment, the data processing method includes the following steps:
s401, collecting physiological data of a specified user when the specified user watches the specified information.
S402, obtaining emotional experience information of the appointed user according to the physiological data based on the appointed algorithm.
And S403, generating interactive chart information corresponding to the specified information according to the emotional experience information.
S404, responding to the click of the user on the interactive chart information, and acquiring emotional experience information corresponding to the click moment according to the emotional experience information.
Because the synchronous emotional experience information is synchronous with the time axis of the designated information, and the interactive chart information is related to the synchronous emotional experience information, the user can check the emotional experience information corresponding to the clicked time on the time axis by clicking the interactive chart information.
Fig. 8 is a diagram illustrating a fifth flowchart of a data processing method according to an embodiment of the present invention. As shown in fig. 8, in this embodiment, the data processing method includes the following steps:
s501, collecting physiological data of a specified user when the specified user watches specified information.
And S502, obtaining emotional experience information of the specified user according to the physiological data based on a specified algorithm.
And S503, generating interactive chart information corresponding to the specified information according to the emotional experience information.
S504, responding to the click of the user on the appointed picture in the appointed information, and acquiring the emotional experience information corresponding to the appointed picture according to the emotional experience information and the appointed information.
The emotional experience information and the designated information have the same time axis, so that the user can click the designated picture in the designated information to check the emotional experience information corresponding to the designated picture in the designated information.
The data processing method provided by the embodiment of the invention realizes data transmission and data synchronization of the physiological data when the user watches the information, and obtains visual emotional experience information when the user watches the video according to the physiological information. According to the data processing method provided by the embodiment of the invention, the physiological data of the appointed user when watching the appointed information is collected, the emotional experience information of the appointed user is obtained according to the physiological data based on the appointed algorithm, the interactive chart information corresponding to the appointed information is generated according to the emotional experience information, when the experience of the user watching the information needs to be known, the emotional experience information of the user is automatically obtained in real time based on the physiological data of the user when watching the information, and the interactive chart information corresponding to the appointed information is generated according to the emotional experience information. On one hand, the acquisition process is automatically completed according to the program, so that the speed is high, the time consumption is short, and the processing efficiency is improved; on the other hand, the basic data for obtaining the emotional experience information of the user is objective physiological data of the user when the user watches the information, and objective feelings of the user when the user watches the information can be accurately reflected, so that the obtained data is high in accuracy.
Example two
The embodiment of the invention provides a data processing system, which is used for executing the data processing method in the first embodiment.
FIG. 9 is a block diagram of a data processing system according to an embodiment of the present invention. As shown in fig. 9, in this embodiment, the data processing system may include:
the collecting module 910 is configured to collect physiological data of a specific user when viewing specific information.
And the processing module 920 is configured to obtain emotional experience information of the specified user according to the physiological data based on the specified algorithm.
A generating module 930, configured to generate interactive chart information corresponding to the specified information according to the emotional experience information.
In one exemplary implementation, the data processing system may further include: the display module is used for displaying the interactive chart information; and/or the interactive chart information storage module is used for storing the interactive chart information.
In one exemplary implementation, the emotional experience information includes a degree of arousal; the generating module 930, when configured to generate the interactive chart information corresponding to the specified information according to the emotional experience information, is specifically configured to: judging whether the awakening degree of the appointed user at the appointed time meets an obvious awakening condition or not; and if the awakening degree of the specified user at the specified time meets the obvious awakening condition, marking the specified time in the interactive chart information corresponding to the specified information.
In an exemplary implementation process, when the generating module 930 is configured to mark the specified time in the interactive chart information corresponding to the specified information, specifically, to: and displaying the information corresponding to the specified time in the specified information at the position corresponding to the specified time in the interactive chart information corresponding to the specified information.
In one exemplary implementation, the data processing system may further include: and the physiological data storage module is used for storing the physiological data to a specified storage position.
In one exemplary implementation, the designated storage location is a database, a sensor internal memory, or a cloud memory.
In one exemplary implementation, the data processing system may further include: and the first click response module is used for responding to the click of the user on the interactive chart information and acquiring the emotional experience information corresponding to the click moment according to the emotional experience information.
In one exemplary implementation, the data processing system may further include: and the second click response module is used for responding to the click of the user on the specified picture in the specified information, and acquiring the emotional experience information corresponding to the specified picture according to the emotional experience information and the specified information.
In one exemplary implementation, the emotional experience information includes attention and/or arousal information.
In one exemplary implementation, the physiological data includes at least one of GSR data, SCL data, SCR data, NSSCR data.
In an exemplary implementation, the physiological data is physiological data including time information, and the data processing system may further include: the identification acquisition module is used for acquiring sensor identification information and seat identification information corresponding to the physiological data; the mapping relation storage block is used for storing mapping relations among the sensor identification information, the seat identification information and the physiological data containing the time information.
In an exemplary implementation, the collecting module 910, when used for collecting physiological data of a specific user while viewing specific information, is specifically configured to: a plurality of physiological data is collected for each time a given user views given information.
For the data processing system in this embodiment can execute the data processing method in the first embodiment, please refer to the description of the relevant parts in the first embodiment for the parts not described in detail in this embodiment.
The data processing system provided by the embodiment of the invention acquires the physiological data of the appointed user when watching the appointed information, obtains the emotional experience information of the appointed user according to the physiological data based on the appointed algorithm, generates the interactive chart information corresponding to the appointed information according to the emotional experience information, automatically obtains the emotional experience information of the user in real time based on the physiological data of the user when watching the information when the experience of the user watching the information needs to be known, and generates the interactive chart information corresponding to the appointed information according to the emotional experience information. On one hand, the acquisition process is automatically completed according to the program, so that the speed is high, the time consumption is short, and the processing efficiency is improved; on the other hand, the basic data for obtaining the emotional experience information of the user is objective physiological data of the user when the user watches the information, and objective feelings of the user when the user watches the information can be accurately reflected, so that the obtained data is high in accuracy.
EXAMPLE III
The embodiment of the invention provides a nonvolatile computer storage medium, wherein the nonvolatile computer storage medium stores computer executable instructions which are set as follows:
acquiring physiological data of a designated user when the designated user watches the designated information;
based on a specified algorithm, obtaining emotional experience information of a specified user according to physiological data;
and generating interactive chart information corresponding to the specified information according to the emotional experience information.
It can be clearly understood by those skilled in the art that, for convenience and brevity of description, the specific working processes of the system, the apparatus and the module described above may refer to the corresponding processes in the foregoing method embodiments, and are not described herein again.
In the embodiments provided in the present invention, it should be understood that the disclosed system, apparatus and method may be implemented in other ways. For example, the above-described apparatus embodiments are merely illustrative, and for example, the division of the modules is merely a logical division, and other divisions may be realized in practice, for example, a plurality of modules or components may be combined or integrated into another system, or some features may be omitted, or not executed. In addition, the shown or discussed mutual coupling or direct coupling or communication connection may be an indirect coupling or communication connection through some interfaces, devices or modules, and may be in an electrical, mechanical or other form.
The modules described as separate parts may or may not be physically separate, and parts displayed as modules may or may not be physical modules, may be located in one place, or may be distributed on a plurality of network units. Some or all of the modules may be selected according to actual needs to achieve the purpose of the solution of the present embodiment.
In addition, functional modules in the embodiments of the present invention may be integrated into one processing unit, or each module may exist alone physically, or two or more modules are integrated into one unit. The integrated unit can be realized in a form of hardware, or in a form of hardware plus a software functional unit.
The integrated unit implemented in the form of a software functional unit may be stored in a computer readable storage medium. The software functional unit is stored in a storage medium and includes several instructions for causing a computer device (which may be a personal computer, a server, or a network device) or a Processor (Processor) to execute some steps of the methods according to the embodiments of the present invention. And the aforementioned storage medium includes: various media capable of storing program codes, such as a usb disk, a removable hard disk, a Read-Only Memory (ROM), a Random Access Memory (RAM), a magnetic disk, or an optical disk.
The above description is only for the purpose of illustrating the preferred embodiments of the present invention and is not to be construed as limiting the invention, and any modifications, equivalents, improvements and the like made within the spirit and principle of the present invention should be included in the scope of the present invention.
Claims (9)
1. A method of data processing, the method comprising:
acquiring physiological data of a designated user when the designated user watches the designated information;
based on a specified algorithm, obtaining emotional experience information of the specified user according to the physiological data;
generating interactive chart information corresponding to the specified information according to the emotional experience information;
the emotional experience information comprises arousal;
generating interactive chart information corresponding to the specified information according to the emotional experience information, wherein the interactive chart information comprises:
judging whether the awakening degree of the specified user at the specified time meets a remarkable awakening condition or not;
if the awakening degree of the designated user at the designated moment meets the obvious awakening condition, marking the designated moment in the interactive chart information corresponding to the designated information;
marking the designated time in the interactive chart information corresponding to the designated information, comprising:
and displaying the information corresponding to the specified time in the specified information at the position corresponding to the specified time in the interactive chart information corresponding to the specified information.
2. The method of claim 1, further comprising:
displaying the interactive chart information; and/or the presence of a gas in the gas,
storing the interactive chart information.
3. The method of claim 1, further comprising:
storing the physiological data to a designated storage location.
4. The method of claim 3, wherein the designated storage location is a database, a sensor internal memory, or a cloud memory.
5. The method of claim 1, further comprising:
responding to the click of a user on the interactive chart information, and acquiring emotional experience information corresponding to the click moment according to the emotional experience information; and/or the presence of a gas in the gas,
responding to the click of a user on a specified picture in the specified information, and acquiring emotional experience information corresponding to the specified picture according to the emotional experience information and the specified information.
6. The method of claim 1, wherein the emotional experience information comprises degree of attention and/or arousal information.
7. The method of claim 1, wherein the physiological data comprises at least one of GSR data, SCL data, SCR data, NSSCR data.
8. A data processing system, characterized in that the system comprises:
the acquisition module is used for acquiring physiological data of a specified user when the specified user watches the specified information;
the processing module is used for obtaining emotional experience information of the specified user according to the physiological data based on a specified algorithm;
the generating module is used for generating interactive chart information corresponding to the specified information according to the emotional experience information;
the emotional experience information comprises arousal;
the generation module is specifically configured to determine whether the wakefulness of the specified user at the specified time meets a significant wakefulness condition; if the awakening degree of the designated user at the designated moment meets the obvious awakening condition, marking the designated moment in the interactive chart information corresponding to the designated information;
the generating module is further specifically configured to display information corresponding to the specified time in the specified information at a position corresponding to the specified time in the interactive chart information corresponding to the specified information.
9. A non-transitory computer storage medium storing computer-executable instructions configured to:
acquiring physiological data of a designated user when the designated user watches the designated information;
based on a specified algorithm, obtaining emotional experience information of the specified user according to the physiological data;
generating interactive chart information corresponding to the specified information according to the emotional experience information;
the emotional experience information comprises arousal;
generating interactive chart information corresponding to the specified information according to the emotional experience information, wherein the interactive chart information comprises:
judging whether the awakening degree of the specified user at the specified time meets a remarkable awakening condition or not;
if the awakening degree of the designated user at the designated moment meets the obvious awakening condition, marking the designated moment in the interactive chart information corresponding to the designated information;
marking the designated time in the interactive chart information corresponding to the designated information, comprising:
and displaying the information corresponding to the specified time in the specified information at the position corresponding to the specified time in the interactive chart information corresponding to the specified information.
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| CN112908066A (en) * | 2021-03-04 | 2021-06-04 | 深圳技术大学 | Online teaching implementation method and device based on sight tracking and storage medium |
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