CN104820490B - Method and system for acquiring feature information - Google Patents
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- CN104820490B CN104820490B CN201510093773.3A CN201510093773A CN104820490B CN 104820490 B CN104820490 B CN 104820490B CN 201510093773 A CN201510093773 A CN 201510093773A CN 104820490 B CN104820490 B CN 104820490B
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Abstract
The embodiment of the invention provides a method and a system for acquiring feature information. On one hand, the embodiment of the invention obtains at least one of the behavior information of the terminal held by the user and the click position of the user on the touch screen of the terminal; therefore, the operation characteristic information of the user aiming at the terminal is obtained according to at least one of the behavior information of the user holding the terminal and the click position of the user on the touch screen of the terminal. Therefore, the technical scheme provided by the embodiment of the invention can automatically acquire the operation characteristics of the user when the user uses the terminal, reduce the acquisition cost and improve the acquisition efficiency.
Description
[ technical field ] A method for producing a semiconductor device
The present invention relates to the field of mobile communications technologies, and in particular, to a method and a system for acquiring feature information.
[ background of the invention ]
At present, in the fast-paced work and life, terminals such as mobile phones and the like become electronic communication equipment which is essential in daily life. With the great popularization of terminals, applications related to the terminals are also enriched. And with the reduction of the internet surfing cost, a more convenient acquisition way and a larger market are provided for the application. Users can often download the latest or most interesting applications on the internet and install the applications on the terminal for use, so that the daily work and life of the users are greatly facilitated and enriched.
For the user's good experience, it is often necessary to meet the operation habit of the user when designing an application, so it is necessary to know some operation characteristics of the user when using the terminal in advance. However, currently, the operation habit data of the user when using the terminal is obtained by a method of sampling and surveying the user, such as filling in a questionnaire, and then manual statistics is performed according to the data of the sampling and surveying to obtain the operation characteristics of the user when operating the terminal, so that the cost for obtaining the operation characteristics of the user when using the terminal is high and the obtaining efficiency is low in the prior art.
[ summary of the invention ]
In view of this, embodiments of the present invention provide a method and a system for acquiring feature information, which can automatically acquire an operation feature when a user uses a terminal, reduce acquisition cost, and improve acquisition efficiency.
In one aspect of the embodiments of the present invention, a method for acquiring feature information is provided, including:
acquiring at least one of behavior information of a user holding a terminal and a click position of the user on a touch screen of the terminal;
and acquiring the operation characteristic information of the user aiming at the terminal according to at least one of the behavior information of the user holding the terminal and the click position of the user on the touch screen of the terminal.
The above-described aspect and any possible implementation manner further provide an implementation manner, where the obtaining behavior information of the user handheld terminal includes:
obtaining an operation state when a user operates a terminal, wherein the operation state comprises left-hand operation or right-hand operation;
acquiring behavior information of the user handheld terminal according to the operation state, the recorded duration of the operation state and the recorded occurrence time of the operation state; or acquiring the behavior information of the user handheld terminal according to the operation state and the recorded trigger element aimed at by the operation state.
The above-mentioned aspect and any possible implementation manner further provide an implementation manner, where the obtaining of the operation state when the user operates the terminal includes:
acquiring inclination angle change data of a terminal when a user holds the terminal;
obtaining a time interval corresponding to the inclination angle change data;
and if the inclination angle change data is greater than or equal to a preset angle change threshold value and the time interval is less than or equal to a preset time change threshold value, acquiring the operation state of the user when operating the terminal according to the inclination angle change data.
The above-mentioned aspect and any possible implementation manner further provide an implementation manner, where obtaining operation feature information of a user for a terminal according to behavior information of the user holding the terminal includes:
according to the behavior information of the user handheld terminal and a preset time interval, at least one of left-hand operation data in the time interval and right-hand operation data in the time interval is obtained to serve as operation characteristic information of the user for the terminal; alternatively, the first and second electrodes may be,
and acquiring at least one of the left hand operation data of the trigger element and the right hand operation data of the trigger element according to the behavior information of the terminal held by the user, so as to be used as the operation characteristic information of the user for the terminal.
The above aspect and any possible implementation manner further provide an implementation manner, where the click-on position of the user on the touch screen of the terminal is a click-on position of the user on the touch screen of the terminal in the operation state; the operation characteristic information of the user for the terminal is a reachable area of the user on a touch screen of the terminal in the operation state; alternatively, the first and second electrodes may be,
the click position of the user on the touch screen of the terminal is the click position of the user on the touch screen of the terminal in other states except the operation state; the operation characteristic information of the user for the terminal is a reachable area of the user on a touch screen of the terminal in other states except the operation state.
The above-described aspects and any possible implementations further provide an implementation, and the method further includes:
obtaining and outputting recommendation information according to the operation characteristic information of the user aiming at the terminal; and/or the presence of a gas in the gas,
adjusting the interface layout of the application in the terminal according to the operation characteristic information of the user for the terminal; and/or the presence of a gas in the gas,
and adjusting the interface layout of the terminal desktop according to the operation characteristic information of the user for the terminal.
In one aspect of the embodiments of the present invention, a system for acquiring feature information is provided, including:
the information collection unit is used for acquiring at least one of behavior information of a user holding the terminal and click positions of the user on a touch screen of the terminal;
and the information processing unit is used for acquiring the operation characteristic information of the user aiming at the terminal according to at least one of the behavior information of the user holding the terminal and the click position of the user on the touch screen of the terminal.
The above-mentioned aspect and any possible implementation manner further provide an implementation manner, where the information collection unit is specifically configured to:
obtaining an operation state when a user operates a terminal, wherein the operation state comprises left-hand operation or right-hand operation;
acquiring behavior information of the user handheld terminal according to the operation state, the recorded duration of the operation state and the recorded occurrence time of the operation state; or acquiring the behavior information of the user handheld terminal according to the operation state and the recorded trigger element aimed at by the operation state.
The above-mentioned aspect and any possible implementation manner further provide an implementation manner, where the information collection unit is configured to, when obtaining an operation state when a user operates a terminal, specifically:
acquiring inclination angle change data of a terminal when a user holds the terminal;
obtaining a time interval corresponding to the inclination angle change data;
and if the inclination angle change data is greater than or equal to a preset angle change threshold value and the time interval is less than or equal to a preset time change threshold value, acquiring the operation state of the user when operating the terminal according to the inclination angle change data.
The above-described aspect and any possible implementation manner further provide an implementation manner, where the information processing unit is specifically configured to:
according to the behavior information of the user handheld terminal and a preset time interval, at least one of left-hand operation data in the time interval and right-hand operation data in the time interval is obtained to serve as operation characteristic information of the user for the terminal; alternatively, the first and second electrodes may be,
and acquiring at least one of the left hand operation data of the trigger element and the right hand operation data of the trigger element according to the behavior information of the terminal held by the user, so as to be used as the operation characteristic information of the user for the terminal.
The above aspect and any possible implementation manner further provide an implementation manner, where the click-on position of the user on the touch screen of the terminal is a click-on position of the user on the touch screen of the terminal in the operation state; the operation characteristic information of the user for the terminal is a reachable area of the user on a touch screen of the terminal in the operation state; alternatively, the first and second electrodes may be,
the click position of the user on the touch screen of the terminal is the click position of the user on the touch screen of the terminal in other states except the operation state; the operation characteristic information of the user for the terminal is a reachable area of the user on a touch screen of the terminal in other states except the operation state.
The above-described aspects and any possible implementation further provide an implementation, and the system further includes:
the information application unit is used for obtaining and outputting recommendation information according to the operation characteristic information of the user aiming at the terminal; and/or, the interface layout of the application in the terminal is adjusted according to the operation characteristic information of the user for the terminal; and/or adjusting the interface layout of the terminal desktop according to the operation characteristic information of the user for the terminal.
According to the technical scheme, the embodiment of the invention has the following beneficial effects:
compared with the prior art that the operation habit data of the user when using the terminal is obtained in a sampling investigation mode and the operation characteristic data of the user when operating the terminal is counted manually, the technical scheme provided by the embodiment of the invention can automatically obtain the operation characteristic of the user when using the terminal, avoid manual investigation and manual calculation, reduce the obtaining cost and improve the obtaining efficiency.
In addition, according to the technical scheme provided by the embodiment of the invention, the actual objective data of the user is obtained when the operation characteristics of the user for the terminal are obtained, and the operation characteristics of the user for the terminal are automatically obtained according to objective data analysis, so that the accuracy of the obtained operation characteristic data is higher.
[ 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 inventive labor.
Fig. 1 is a schematic flowchart of a method for acquiring feature information according to an embodiment of the present invention;
fig. 2 is a schematic diagram of a coordinate system of a terminal provided in an embodiment of the present invention;
fig. 3 is a functional block diagram of a system for acquiring feature information 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.
Example one
An embodiment of the present invention provides a method for acquiring feature information, please refer to fig. 1, which is a schematic flow chart of the method for acquiring feature information according to the embodiment of the present invention, and as shown in the figure, the method includes the following steps:
s101, acquiring at least one of behavior information of a user holding the terminal and a click position of the user on a touch screen of the terminal.
S102, obtaining operation characteristic information of the user aiming at the terminal according to at least one of the behavior information of the user holding the terminal and the click position of the user on the touch screen of the terminal.
It should be noted that the terminal according to the embodiment of the present invention may include, but is not limited to, a Personal Computer (PC), a Personal Digital Assistant (PDA), a wireless handheld device, a Tablet Computer (Tablet Computer), a mobile phone, an MP3 player, an MP4 player, and the like.
It should be noted that the execution subjects of S101 to S102 may be an acquisition system of feature information, and the system may be located in an application of the local terminal, or may also be a functional unit such as a plug-in or Software Development Kit (SDK) located in the application of the local terminal, or may also be located on the server side, which is not particularly limited in this embodiment of the present invention.
It should be understood that the application may be an application program (native app) installed on the terminal, or may also be a web page program (webApp) of a browser on the terminal, which is not limited in this embodiment of the present invention.
Example two
Based on the method for acquiring feature information provided in the first embodiment, the embodiment of the present invention specifically describes a method for acquiring behavior information of a user handheld terminal in S101. The step may specifically include:
for example, in the embodiment of the present invention, the method for obtaining the behavior information of the user handheld terminal may include, but is not limited to:
first, an operation state when a user operates a terminal is obtained, the operation state including a left-hand operation or a right-hand operation. Then, acquiring behavior information of the user handheld terminal according to the operation state, the recorded duration of the operation state and the recorded occurrence time of the operation state; or acquiring the behavior information of the user handheld terminal according to the operation state and the recorded trigger element aimed at by the operation state.
Preferably, the method for obtaining the operation state of the user operating the terminal may include, but is not limited to:
firstly, obtaining the inclination angle change data of the terminal when a user holds the terminal.
And then, obtaining a time interval corresponding to the inclination angle change data.
And finally, comparing the inclination angle change data of the terminal with a preset angle change threshold value, and comparing the time interval corresponding to the inclination angle change data with the preset time change threshold value.
And if the inclination angle change data is greater than or equal to a preset angle change threshold value and the time interval is less than or equal to a preset time change threshold value, acquiring the operation state of the user when operating the terminal according to the inclination angle change data.
On the contrary, if the inclination angle change data is smaller than a preset angle change threshold and/or the time interval is larger than a preset time change threshold, the operation state of the user when operating the terminal is not obtained according to the inclination angle change data, and the next inclination angle change data and the corresponding time interval are continuously compared. In addition, other states than the operation state, such as a stable state or a two-hand-held terminal state, may be determined.
Preferably, the method for obtaining the tilt angle change data of the terminal when the user holds the terminal may include but is not limited to: firstly, continuously collecting the inclination angle of the terminal to obtain at least two inclination angle data. Then, the inclination angle change data is obtained according to the difference value between every two adjacent inclination angle data.
For example, the angle acquisition unit in the terminal can continuously acquire the inclination angle data of the terminal in real time.
Please refer to fig. 2, which is a schematic diagram of a coordinate system of a terminal according to an embodiment of the present invention, wherein the coordinate system of the terminal includes an x-axis, a y-axis, and a z-axis. As shown in fig. 2, when the terminal is perpendicular to the horizontal plane, the x-axis and the z-axis of the coordinate system of the terminal are coordinate axes parallel to the horizontal plane, and the included angle between the x-axis and the z-axis is 90 °, the direction of the z-axis is perpendicular to the screen of the terminal and points out of the terminal, the y-axis is a coordinate axis perpendicular to the horizontal plane, the direction of the y-axis is opposite to the direction of gravity, and the directions of the x-axis, the y-axis and the z-axis in the coordinate system are the same as the directions of the x-axis, the y-axis and the z-axis.
Preferably, the angle acquisition unit acquires the inclination angle data of the terminal on the x axis, the inclination angle data of the terminal on the y axis and the inclination angle data of the terminal on the z axis by acquiring the inclination angle data of the terminal. The execution main body obtains the inclination angle data of the terminal from the angle acquisition unit by calling an interface provided by the angle acquisition unit.
Preferably, for at least two acquired tilt angle data, a difference between every two adjacent tilt angle data may be calculated, and the difference may include a difference between x-axis tilt angle data, a difference between y-axis tilt angle data, and a difference between z-axis tilt angle data, and the difference between every two adjacent tilt angle data may be used as the tilt angle change data of the terminal.
Preferably, in an embodiment of the present invention, the method for obtaining the time interval corresponding to the tilt angle change data may include, but is not limited to:
firstly, recording the acquisition time of each inclination angle data while acquiring each inclination angle data. And then, acquiring a time interval corresponding to the inclination angle change data according to the difference value between the acquisition moments of every two adjacent inclination angle data.
Preferably, the angle acquisition unit in the terminal may include, but is not limited to: a tilt sensor or a gyroscope.
For example, in the embodiment of the present invention, the method for determining whether the operation state of the user operating the terminal is left-handed operation or right-handed operation according to the tilt angle change data may include, but is not limited to:
as shown in fig. 2, when the inclination angle change data of the x-axis is that the inclination angle data of the x-axis is decreased, and the inclination angle data of the x-axis is a negative value, the inclination angle change data of the z-axis is that the inclination angle data of the z-axis is decreased, and the inclination angle data of the z-axis is a negative value, it is determined that the inclination direction information of the terminal is right side lift of the terminal, that is, the terminal is inclined to the left, thereby determining that the operation state when the user operates the terminal is left hand operation.
As shown in fig. 2, when the inclination angle change data of the x-axis is that the inclination angle data of the x-axis becomes larger, and the inclination angle data of the x-axis is a positive value, and the inclination angle change data of the z-axis is that the inclination angle data of the z-axis becomes larger, and the inclination angle data of the z-axis is a positive value, it is determined that the inclination direction information of the terminal is left-up of the terminal, that is, the terminal is inclined to the right, and it is determined that the operation state when the user operates the terminal is right-handed.
As shown in fig. 2, when the change data of the inclination angle of the y-axis is that the change data of the inclination angle of the y-axis is decreased, and the change data of the inclination angle of the y-axis is a negative value, the change data of the inclination angle of the z-axis is that the change data of the inclination angle of the z-axis is decreased, and the change data of the inclination angle of the x-axis is that the change data of the inclination angle of the x-axis is decreased, and the change data of the inclination angle of the x-axis is a negative value, it is determined that the inclination direction information of the terminal is that the upper right corner of the terminal is raised, that is, the terminal is inclined downward.
As shown in fig. 2, when the change data of the inclination angle of the y-axis is that the data of the inclination angle of the y-axis becomes larger, and the data of the inclination angle of the y-axis is a positive value, the change data of the inclination angle of the z-axis is that the data of the inclination angle of the z-axis becomes larger, and the data of the inclination angle of the z-axis is a positive value, the change data of the inclination angle of the x-axis is that the data of the inclination angle of the x-axis decreases, and the data of the inclination angle of the x-axis is a negative value, it is determined that the information of the inclination direction of the terminal is that the lower right.
As shown in fig. 2, when the y-axis inclination angle change data is that the y-axis inclination angle data decreases, and the y-axis inclination angle data is a negative value, the z-axis inclination angle change data is that the z-axis inclination angle data decreases, and the z-axis inclination angle data is a negative value, the x-axis inclination angle change data is that the x-axis inclination angle data increases, and the x-axis inclination angle data is a positive value, it is determined that the terminal inclination direction information is that the upper left corner of the terminal is raised, that is, the terminal is inclined downward to the right, and thus it is determined that the operation state when the user operates the terminal is right-handed operation.
As shown in fig. 2, when the y-axis inclination angle change data is that the y-axis inclination angle data becomes larger, and the y-axis inclination angle data is a positive value, the z-axis inclination angle change data is that the z-axis inclination angle data becomes larger, and the z-axis inclination angle data is a positive value, the x-axis inclination angle change data is that the x-axis inclination angle data becomes larger, and the x-axis inclination angle data is a positive value, it is determined that the terminal is tilted up in the lower right corner of the terminal, that is, the terminal is tilted up to the right, and thus it is determined that the operation state when the user operates the terminal is right-handed operation.
The inclination angle change data and the time interval corresponding to the inclination angle change data are obtained for the purpose of determining the operation by the user. If only the inclination angle change data meets the angle change threshold, the user can use the terminal when lying on the side or can trigger obtaining the operation state when the user operates the terminal when the terminal is placed on an uneven desktop, so that the operation characteristic information of the user for the terminal is obtained according to the operation state when the user operates the terminal, and further the operation characteristic information is inaccurate to obtain.
In addition, if the time interval corresponding to the tilt angle change data does not satisfy the time change threshold, the tilt angle change is large for a long time, and it cannot be said that the user has a clear operation intention.
Therefore, in this embodiment, in order to ensure that the operation state of the user operating the terminal can be accurately obtained, the tilt angle change data and the time interval corresponding to the tilt angle change data are both limited, and the operation state of the user operating the terminal is triggered to be obtained only when a preset condition is met.
For example, if the inclination angle change data is greater than 30 ° and the time interval corresponding to the inclination angle change data is 200 milliseconds, which indicates that the inclination angle data has changed greatly in a short time and that the user has clear operation intention, it is necessary to obtain the operation state of the user when operating the terminal based on the inclination angle change data.
Alternatively, for example, if the inclination angle change data is 25 °, the time interval corresponding to the inclination angle change data is 5 seconds, which indicates that the inclination angle data has changed little over a long period of time, indicating that the user has no clear operation intention, the operation state does not need to be obtained.
Preferably, the method for obtaining the behavior information of the user handheld terminal according to the operation state, the duration of the recorded operation state and the occurrence time of the recorded operation state may include, but is not limited to:
and recording the duration of the operation state and the occurrence time of the operation state, and generating the behavior information of the user handheld terminal according to the operation state, the duration of the operation state and the recorded occurrence time of the operation state. Or generating the behavior information of the user handheld terminal according to the operation state, the inclination angle change data, the duration of the operation state and the recorded occurrence time of the operation state.
Preferably, the method for obtaining the behavior information of the user handheld terminal according to the operation state and the recorded trigger element for the operation state may include, but is not limited to: and recording the trigger element aimed at by the operation state, and generating the behavior information of the user handheld terminal according to the operation state and the recorded trigger element.
Preferably, the trigger element may include, but is not limited to including at least one of an icon, a button, and a logo.
In addition, if the execution main body of the embodiment is located at the client, the generated behavior information of the user handheld terminal may be stored in the storage module of the terminal where the client is located. If the execution subject of the embodiment is located in the server, the generated behavior information of the user handheld terminal may be stored locally in the server.
EXAMPLE III
Based on the method for acquiring feature information and the second embodiment provided in the first embodiment, the embodiment of the present invention specifically describes a method for acquiring a click position of a user on a touch screen of the terminal in S101. The step may specifically include:
for example, the click position of the user on the touch screen of the terminal may include, but is not limited to:
in the operating state, a user clicks a position on a touch screen of the terminal; alternatively, the first and second electrodes may be,
and in other states except the operation state, the user clicks the position on the touch screen of the terminal.
For example, when a user operates on a touch screen of the terminal, the touch screen of the terminal may detect a click position of the user.
It can be understood that, in the second embodiment, after the operation state when the user operates the terminal is obtained according to the inclination angle change data, the touch screen of the terminal detects the click position of the user on the touch screen in the operation state, such as left-hand operation or right-hand operation, so that the click position of the user on the touch screen of the terminal in the operation state is obtained.
Similarly, in the second embodiment, when the inclination angle change data is smaller than the preset angle change threshold, and/or when the time interval is greater than the preset time change threshold, the operation state when the user operates the terminal is obtained without the inclination angle change data, but the current operation state is determined to be other states except the operation state, such as a stable state or a terminal holding state with both hands, and the like, the touch screen of the terminal detects the click position of the user on the touch screen in other states except the operation state, so that the click position of the user on the touch screen of the terminal in other states except the operation state is obtained.
Example four
Based on the method for acquiring feature information and the second embodiment provided in the first embodiment, the embodiment of the present invention specifically describes, in S102, a method for acquiring operation feature information of a user for a terminal according to behavior information of a terminal held by the user. The step may specifically include:
if the execution main body for obtaining the behavior information of the user handheld terminal is the client and the execution main body for obtaining the operation feature information of the user for the terminal according to the behavior information of the user handheld terminal is the server in the second embodiment, the client needs to send the behavior information of the user handheld terminal to the server after obtaining the behavior information of the user handheld terminal.
Preferably, the client terminal can send the behavior information of the user handheld terminal to the server when the client terminal is closed or opened. Alternatively, the behavior information of the user handheld terminal may be periodically sent to the server, for example, the behavior information of the user handheld terminal is sent to the server every 5 seconds.
Preferably, when the client sends the behavior information of the user handheld terminal to the server, the client also needs to send the corresponding user identifier at the same time. For example, the user identifier may be an International Mobile Equipment Identity (IMEI) number of the mobile device, or may be a unique random number generated by the server for the client, where the random number may be stored in the client in advance, and when the client sends behavior information of the user handheld terminal to the server, the random number is used as a first user identifier and sent to the server.
For example, the method for obtaining the operation characteristic information of the user for the terminal according to the behavior information of the user handheld terminal may include, but is not limited to:
and acquiring at least one of left-hand operation data in the time interval and right-hand operation data in the time interval according to the behavior information of the user holding the terminal and a preset time interval, and using the acquired data as the operation characteristic information of the user for the terminal. Therefore, the user can obtain the operation habit of the terminal in different time intervals, such as working time intervals or work-on and work-off time intervals, whether the left-hand operation is more or the right-hand operation is more.
For example, according to a preset time interval, the behavior information of the user handheld terminal belonging to the time interval is found, and then the occurrence frequency of the left-hand operation and the occurrence frequency of the right-hand operation in the time interval are counted. Further, the proportion of the left-handed operation in the time interval and the proportion of the right-handed operation in the time interval are calculated.
Or, at least one of the left-hand operation data of the trigger element and the right-hand operation data of the trigger element may be obtained according to the behavior information of the terminal held by the user, so as to serve as the operation characteristic information of the user for the terminal. In this way, it is possible to obtain whether more left-handed or more right-handed operations are performed when operating the trigger element in the terminal.
For example, the left hand operation data of the trigger element may be the number of left hand operations of the trigger element, and the right hand operation data of the trigger element may be the number of right hand operations of the trigger element. Alternatively, the left-hand operation ratio and the right-hand operation ratio of the trigger element can be further calculated.
EXAMPLE five
Based on the method for acquiring feature information and the third embodiment provided in the first embodiment, the embodiment of the present invention specifically describes, in S102, a method for acquiring operation feature information of a user for a terminal according to a click position of the user on a touch screen of the terminal. The step may specifically include:
preferably, if the click positions of the user on the touch screen of the terminal are: in the operating state, if the user clicks on the touch screen of the terminal, the obtained operating characteristic information of the user for the terminal is: in the operating state, a user can reach an area on a touch screen of the terminal.
Or, the click positions of the user on the touch screen of the terminal are as follows: and in other states except the operation state, clicking the position on the touch screen of the terminal by the user, and obtaining the operation characteristic information of the user for the terminal, wherein the obtained operation characteristic information is the reachable area of the user on the touch screen of the terminal in other states except the operation state.
For example, statistics can be performed according to behavior information of the user holding the terminal and a large number of click positions of the user on a touch screen of the terminal, so that a click position with the largest number of occurrences in left-hand operation and a click position with the largest number of occurrences in right-hand operation can be obtained. And then, determining a reachable area of the user on a touch screen of the terminal when the operation state is the left-hand operation according to the click position with the maximum occurrence frequency during the left-hand operation. And determining a reachable area of the user on a touch screen of the terminal when the operation state is the right-hand operation according to the click position with the maximum occurrence frequency during the right-hand operation.
For example, a circular area may be determined by using the coordinates of the most frequently occurring click positions as the center of a circle and using a preset numerical value as a radius. And finally, regarding the circular areas corresponding to each point according to the positions, and taking the circumscribed circle of the circular areas as the reachable area of the user on the touch screen of the terminal when the user can operate with the left hand.
It will be appreciated that the touchable region refers to a region that can be reached relatively easily by a user. Therefore, if the number of occurrences of a certain click position is large, it indicates that the user touches the click position a large number of times, indicating that the user is more likely to touch the click position. Such as when the user holds the terminal left, the reachable area may be located near the lower left corner of the touch screen of the terminal. For another example, when the user holds the terminal in the right hand, the reachable region may be located near the lower right corner of the touch screen of the terminal.
EXAMPLE six
Based on the method for acquiring feature information provided in the first embodiment and the first to fifth embodiments, in the embodiment of the present invention, after S102, the method may further include:
obtaining and outputting recommendation information according to the operation characteristic information of the user aiming at the terminal; and/or the presence of a gas in the gas,
adjusting the interface layout of the application in the terminal according to the operation characteristic information of the user for the terminal; and/or the presence of a gas in the gas,
and adjusting the interface layout of the terminal desktop according to the operation characteristic information of the user for the terminal.
It can be understood that the operation characteristic information of the user for the terminal obtained in the above technical solution of the embodiment of the present invention may provide high-quality reference data for personalized recommendation of the user, interface layout of an application, interface layout of a terminal desktop, or the like.
For example, according to the operation characteristic information of the user for the terminal, an application suitable for left-handed operation is recommended to the user who often uses the left-handed operation terminal, and an application suitable for right-handed operation is recommended to the user who often uses the right-handed operation terminal.
Or, for example, when the promotion information is output to the user who often uses the left-handed operation terminal according to the operation characteristic information of the user for the terminal, the promotion information can be displayed in the accessible area of the left hand in the terminal, so that the user who operates the terminal with the left hand can conveniently click the promotion information in time, and the click rate of the promotion information can be improved.
Or, for another example, when designing an interface layout of an application, according to the operation feature information, interface elements such as common icons and buttons may be set in an area that is convenient for a user to operate, and if there are many left-handed operations, buttons, promotion information, and the like may be set in a left area of the interface. Or, according to the operation feature information, buttons, promotion information, and the like are set in the reachable area on the touch screen of the terminal.
In addition, the display attributes of the interface elements such as common icons and buttons can be adjusted according to the operation characteristic information, and if the left-handed operation is more, the interface elements can be moved to the left side of the terminal. Further, whether the adjustment operation makes the operation of the user more convenient can be judged through the inclination angle change data of the terminal detected before and after the movement of the interface element. For example, if the terminal needs to be tilted by 40 to 65 degrees when the user clicks the interface element before moving the display element, and the terminal needs to be tilted by 30 to 45 degrees when the user clicks the interface element after moving the display element, it is determined that the user's operation is more convenient.
EXAMPLE seven
The embodiment of the invention further provides a system embodiment for realizing the steps and the method in the method embodiment.
Please refer to fig. 3, which is a functional block diagram of a system for acquiring feature information according to an embodiment of the present invention. As shown, the system includes:
an information collecting unit 301, configured to obtain at least one of behavior information of a user holding a terminal and a click position of the user on a touch screen of the terminal;
an information processing unit 302, configured to obtain operation feature information of a user for a terminal according to at least one of behavior information of the user holding the terminal and a click position of the user on a touch screen of the terminal.
Preferably, the information collecting unit 301 is specifically configured to:
obtaining an operation state when a user operates a terminal, wherein the operation state comprises left-hand operation or right-hand operation;
acquiring behavior information of the user handheld terminal according to the operation state, the recorded duration of the operation state and the recorded occurrence time of the operation state; or acquiring the behavior information of the user handheld terminal according to the operation state and the recorded trigger element aimed at by the operation state.
Preferably, when the information collection unit 301 is configured to obtain an operation state when the user operates the terminal, it is specifically configured to:
acquiring inclination angle change data of a terminal when a user holds the terminal;
obtaining a time interval corresponding to the inclination angle change data;
and if the inclination angle change data is greater than or equal to a preset angle change threshold value and the time interval is less than or equal to a preset time change threshold value, acquiring the operation state of the user when operating the terminal according to the inclination angle change data.
Preferably, the information processing unit 302 is specifically configured to:
according to the behavior information of the user handheld terminal and a preset time interval, at least one of left-hand operation data in the time interval and right-hand operation data in the time interval is obtained to serve as operation characteristic information of the user for the terminal; alternatively, the first and second electrodes may be,
and acquiring at least one of the left hand operation data of the trigger element and the right hand operation data of the trigger element according to the behavior information of the terminal held by the user, so as to be used as the operation characteristic information of the user for the terminal.
Preferably, the click position of the user on the touch screen of the terminal is the click position of the user on the touch screen of the terminal in the operating state; the operation characteristic information of the user for the terminal is a reachable area of the user on a touch screen of the terminal in the operation state; alternatively, the first and second electrodes may be,
the click position of the user on the touch screen of the terminal is the click position of the user on the touch screen of the terminal in other states except the operation state; the operation characteristic information of the user for the terminal is a reachable area of the user on a touch screen of the terminal in other states except the operation state.
Optionally, the system further includes:
an information application unit 303, configured to obtain and output recommendation information according to the operation feature information of the user for the terminal; and/or, the interface layout of the application in the terminal is adjusted according to the operation characteristic information of the user for the terminal; and/or adjusting the interface layout of the terminal desktop according to the operation characteristic information of the user for the terminal.
The system for acquiring the characteristic information can be located at a client, or can be located at a server, or the information collecting unit can be located at the client, and the information processing unit is located at the server.
Since each unit in the present embodiment can execute the method shown in fig. 1, reference may be made to the related description of fig. 1 for a part of the present embodiment that is not described in detail.
The technical scheme of the embodiment of the invention has the following beneficial effects:
according to the embodiment of the invention, at least one of the behavior information of the user holding the terminal and the click position of the user on the touch screen of the terminal can be obtained, and further, the operation characteristic information of the user aiming at the terminal is obtained according to at least one of the behavior information of the user holding the terminal and the click position of the user on the touch screen of the terminal.
Compared with the prior art that the operation habit data of the user when using the terminal is obtained in a sampling investigation mode and the operation characteristic data of the user when operating the terminal is counted manually, the technical scheme provided by the embodiment of the invention can automatically obtain the operation characteristic of the user when using the terminal, avoid manual investigation and manual calculation, reduce the obtaining cost and improve the obtaining efficiency.
In addition, according to the technical scheme provided by the embodiment of the invention, the actual objective data of the user is obtained when the operation characteristics of the user for the terminal are obtained, and the operation characteristics of the user for the terminal are automatically obtained according to objective data analysis, so that the accuracy of the obtained operation characteristic data is higher.
In addition, in the technical scheme provided by the embodiment of the invention, the obtained operation characteristic information of the user for the terminal can be applied to realizing personalized recommendation, powerful reference data can be provided for the interface layout of the application, the interface layout of the terminal desktop and the like, and the method has wide application scenes and higher reference value.
It is clear to those skilled in the art that, for convenience and brevity of description, the specific working processes of the above-described systems, apparatuses and units 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 units is only one logical division, and there may be other divisions in actual implementation, for example, a plurality of units 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 units, and may be in an electrical, mechanical or other form.
The units described as separate parts may or may not be physically separate, and parts displayed as units may or may not be physical units, may be located in one place, or may be distributed on a plurality of network units. Some or all of the units can be selected according to actual needs to achieve the purpose of the solution of the embodiment.
In addition, functional units in the embodiments of the present invention may be integrated into one processing unit, or each unit may exist alone physically, or two or more units 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 (10)
1. A method for acquiring feature information is characterized by comprising the following steps:
acquiring at least one of behavior information of a user holding a terminal and a click position of the user on a touch screen of the terminal;
acquiring operation characteristic information of a user aiming at the terminal according to at least one of the behavior information of the user holding the terminal and the click position of the user on a touch screen of the terminal;
adjusting the display attribute of an interface element according to the operation characteristic information of the user for the terminal, and judging whether the adjustment operation is more convenient for the user operation by adjusting the inclination angle change data of the terminal detected before and after the interface element;
the obtaining of the behavior information of the user handheld terminal includes:
obtaining an operation state when a user operates a terminal, wherein the operation state comprises left-hand operation or right-hand operation;
acquiring behavior information of the user handheld terminal according to the operation state, the recorded duration of the operation state and the recorded occurrence time of the operation state; or acquiring the behavior information of the user handheld terminal according to the operation state and the recorded trigger element aimed at by the operation state.
2. The method according to claim 1, wherein the obtaining the operation state of the user operating the terminal comprises:
acquiring inclination angle change data of a terminal when a user holds the terminal;
obtaining a time interval corresponding to the inclination angle change data;
and if the inclination angle change data is greater than or equal to a preset angle change threshold value and the time interval is less than or equal to a preset time change threshold value, acquiring the operation state of the user when operating the terminal according to the inclination angle change data.
3. The method according to claim 1 or 2, wherein the obtaining operation characteristic information of the user for the terminal according to the behavior information of the user handheld terminal comprises:
according to the behavior information of the user handheld terminal and a preset time interval, at least one of left-hand operation data in the time interval and right-hand operation data in the time interval is obtained to serve as operation characteristic information of the user for the terminal; alternatively, the first and second electrodes may be,
and acquiring at least one of the left hand operation data of the trigger element and the right hand operation data of the trigger element according to the behavior information of the terminal held by the user, so as to be used as the operation characteristic information of the user for the terminal.
4. The method according to claim 1 or 2, wherein the click position of the user on the touch screen of the terminal is the click position of the user on the touch screen of the terminal in the operating state; the operation characteristic information of the user for the terminal is a reachable area of the user on a touch screen of the terminal in the operation state; alternatively, the first and second electrodes may be,
the click position of the user on the touch screen of the terminal is the click position of the user on the touch screen of the terminal in other states except the operation state; the operation characteristic information of the user for the terminal is a reachable area of the user on a touch screen of the terminal in other states except the operation state.
5. The method of claim 1, further comprising:
and obtaining and outputting recommendation information according to the operation characteristic information of the user aiming at the terminal.
6. A system for acquiring feature information, the system comprising:
the information collection unit is used for acquiring at least one of behavior information of a user holding the terminal and click positions of the user on a touch screen of the terminal;
the information processing unit is used for acquiring the operation characteristic information of the user aiming at the terminal according to at least one of the behavior information of the user holding the terminal and the click position of the user on the touch screen of the terminal;
the information collection unit is specifically used for obtaining an operation state when a user operates the terminal, wherein the operation state comprises left-hand operation or right-hand operation; acquiring behavior information of the user handheld terminal according to the operation state, the recorded duration of the operation state and the recorded occurrence time of the operation state; or acquiring behavior information of the user handheld terminal according to the operation state and the recorded trigger element for the operation state;
an information application unit; and the display attribute of the interface element is adjusted according to the operation characteristic information of the user for the terminal, and whether the adjustment operation enables the operation of the user to be more convenient is judged by adjusting the inclination angle change data of the terminal detected before and after the interface element.
7. The system according to claim 6, wherein the information collecting unit is configured to, when obtaining the operation state of the user operating the terminal, specifically:
acquiring inclination angle change data of a terminal when a user holds the terminal;
obtaining a time interval corresponding to the inclination angle change data;
and if the inclination angle change data is greater than or equal to a preset angle change threshold value and the time interval is less than or equal to a preset time change threshold value, acquiring the operation state of the user when operating the terminal according to the inclination angle change data.
8. The system according to claim 6 or 7, wherein the information processing unit is specifically configured to:
according to the behavior information of the user handheld terminal and a preset time interval, at least one of left-hand operation data in the time interval and right-hand operation data in the time interval is obtained to serve as operation characteristic information of the user for the terminal; alternatively, the first and second electrodes may be,
and acquiring at least one of the left hand operation data of the trigger element and the right hand operation data of the trigger element according to the behavior information of the terminal held by the user, so as to be used as the operation characteristic information of the user for the terminal.
9. The system according to claim 6 or 7, wherein the click position of the user on the touch screen of the terminal is the click position of the user on the touch screen of the terminal in the operating state; the operation characteristic information of the user for the terminal is a reachable area of the user on a touch screen of the terminal in the operation state; alternatively, the first and second electrodes may be,
the click position of the user on the touch screen of the terminal is the click position of the user on the touch screen of the terminal in other states except the operation state; the operation characteristic information of the user for the terminal is a reachable area of the user on a touch screen of the terminal in other states except the operation state.
10. The system according to claim 6, wherein the information application unit is further configured to obtain and output recommendation information according to the operation characteristic information of the user for the terminal.
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