KR101948123B1 - Method and system for detecting automatic input - Google Patents

Abstract

An automatic input detection method and system are provided. An automatic input detection method performed by an electronic device implemented by a computer includes receiving an output value of a sensor included in the electronic device; And determining whether to automatically input an input requiring operation of the user using the output value of the sensor.

Description

[0001] METHOD AND SYSTEM FOR DETECTING AUTOMATIC INPUT [0002]

The following description relates to an automatic input detection method, an automatic input detection system, and a computer program stored on a computer readable recording medium for causing a computer to execute an automatic input detection method in combination with the computer.

In connection with an application installed and driven in an electronic device, an automatic input program such as a macro or a bot can be used to easily bypass elements designed in an application and to operate differently from the original purpose of a service provided through an application Or to automatically take other benefits that are different from the original purpose of the service. For example, in a mobile game, a macro program is used instead of a human to input an input that requires repetitive input or sophistication, instead of a human being, there are users who obtain an abnormal gain compared to other normal users using the service do.

According to the use of such an automatic input program, there is a disadvantage that other normal users are disadvantageous relative to users who use the automatic input program, and the service providing entity can not provide the service originally intended by the user .

In order to solve such a problem of the automatic input, there have been known prior arts which check whether the automatic input program is installed or a singular point according to the operation method of the automatic input program in advance and then perform automatic input using the automatic input program , Or conventional techniques for requesting specific information from the user in the middle of the operation of the application. For example, Korean Patent Laid-Open No. 10-2007-0039415 relates to an anti-macro technology and an algorithm for preventing an adverse effect that may be caused by playing with a macro by requesting specific information to a user at a specific time interval Discloses a technique for achieving this.

However, according to the prior arts, it is necessary to grasp all the features of existing automatic input programs, to regularly manage them, to always search for new automatic input programs, and to be unable to proactively respond to new automatic input programs There is a problem. In addition, the latter conventional techniques have the problem that the automatic input program can automatically provide the specific information required by analyzing a pattern of specific information required by the user or analyzing a message for requesting specific information to the user have.

An automatic input detection method capable of determining whether automatic input is to be performed based on an output value of a sensor included in an electronic device, an automatic input detection system, and a computer-readable recording medium stored in a computer readable recording medium A computer program is provided.

A computer program stored in a computer-readable recording medium for causing a computer to execute an automatic input detection method in combination with a computer-implemented electronic apparatus, the automatic input detection method comprising: receiving an output value of a sensor included in the electronic apparatus step; And determining whether to automatically input an input requiring a user operation by using the output value of the sensor.

An automatic input detection method performed by an electronic device implemented by a computer, comprising: receiving an output value of a sensor included in the electronic device; And determining whether to automatically input an input requiring an operation of the user by using the output value of the sensor.

At least one processor configured to execute computer readable instructions; And at least one sensor, wherein the at least one processor receives an output value of the at least one sensor and, using the output value of the at least one sensor, determines whether or not an automatic input Of the electronic device.

It is possible to determine whether automatic input is performed based on the output value of the sensor included in the electronic device.

1 is a diagram illustrating an example of a network environment according to an embodiment of the present invention.
2 is a block diagram illustrating an internal configuration of an electronic device and a server according to an embodiment of the present invention.
3 is a block diagram illustrating an example of components that a processor of an automatic input detection system may include in one embodiment of the present invention.
4 is a flowchart illustrating an example of an automatic input detection method that can be performed by the automatic input detection system according to an embodiment of the present invention.
5 is a diagram illustrating an example of determining automatic input in a touch screen environment according to an embodiment of the present invention.
6 is a diagram illustrating an example of an electronic device that detects automatic input using a plurality of sensors in an embodiment of the present invention.

Hereinafter, embodiments will be described in detail with reference to the accompanying drawings.

The automatic input detection system according to embodiments of the present invention may be implemented through a computer device such as an electronic device to be described later, and an automatic input detection method according to embodiments of the present invention may be performed through the above- . For example, a computer program (for example, an operating system and an application) according to an embodiment of the present invention may be installed and driven in an electronic device, and the electronic device may be installed in an embodiment of the present invention The automatic input detection method according to the present invention can be performed. The above-described computer program may be stored in a computer-readable recording medium in combination with a computer-implemented electronic apparatus for executing an automatic input detection method on the computer.

1 is a diagram illustrating an example of a network environment according to an embodiment of the present invention. 1 shows an example in which a plurality of electronic devices 110, 120, 130, 140, a plurality of servers 150, 160, and a network 170 are included. 1, the number of electronic devices and the number of servers are not limited to those shown in FIG.

The plurality of electronic devices 110, 120, 130, 140 may be a fixed terminal implemented as a computer device or a mobile terminal. Examples of the plurality of electronic devices 110, 120, 130 and 140 include a smart phone, a mobile phone, a navigation device, a computer, a notebook, a digital broadcast terminal, a PDA (Personal Digital Assistants) ), And tablet PCs. For example, FIG. 1 illustrates the shape of a smartphone as an example of the first electronic device 110, but in the embodiments of the present invention, the first electronic device 110 transmits the network 170 using a wireless or wired communication method. May refer to any one of a variety of physical devices capable of communicating with other electronic devices 120, 130, 140 and / or servers 150,

The communication method is not limited, and may include a communication method using a communication network (for example, a mobile communication network, a wired Internet, a wireless Internet, a broadcasting network) that the network 170 may include, as well as a short-range wireless communication between the devices. For example, the network 170 may be a personal area network (LAN), a local area network (LAN), a campus area network (CAN), a metropolitan area network (MAN), a wide area network (WAN) , A network such as the Internet, and the like. The network 170 may also include any one or more of a network topology including a bus network, a star network, a ring network, a mesh network, a star-bus network, a tree or a hierarchical network, It is not limited.

Each of the servers 150 and 160 is a computer device or a plurality of computers that communicate with a plurality of electronic devices 110, 120, 130 and 140 through a network 170 to provide commands, codes, files, Lt; / RTI > devices. For example, the server 150 may be a system that provides a first service to a plurality of electronic devices 110, 120, 130, 140 connected through a network 170, 170, and 140 to the first and second electronic devices 110, 120, 130, and 140, respectively. As a more specific example, the server 150 may be a system for providing a service (for example, a game service) through an application as a first service to a plurality of electronic devices 110, 120, 130 and 140. In addition, the server 160 may be a system for providing a service for distributing an installation file of an application as a second service to a plurality of electronic devices 110, 120, 130, and 140. A general processing technique for a service provided through such an application or a service for distributing an installation file of an application will be easily understood by those skilled in the art through the well-known prior art. In this embodiment, the application has been described as a computer program for providing a specific service through the server 150. However, according to an embodiment of the present invention, the application 150 may be an electronic device For example, the electronic device 1 110 may be a computer program that provides a specific function.

2 is a block diagram illustrating an internal configuration of an electronic device and a server according to an embodiment of the present invention. 2 illustrates an internal configuration of the electronic device 1 (110) and the server 150 as an example of the electronic device. Other electronic devices 120, 130, 140 and server 160 may also have the same or similar internal configuration as electronic device 1 110 or server 150 described above.

The electronic device 1 110 and the server 150 may include memories 211 and 221, processors 212 and 222, communication modules 213 and 223 and input / output interfaces 214 and 224. The memories 211 and 221 may be a computer-readable recording medium and may include a permanent mass storage device such as a random access memory (RAM), a read only memory (ROM), and a disk drive. The non-decaying mass storage device such as a ROM and a disk drive may be included in the electronic device 110 or the server 150 as a separate persistent storage device different from the memory 211 or 221. The memory 211 and the memory 221 are provided with an operating system and at least one program code (for example, a program installed in the electronic device 1 (110) and used for a browser or an application installed in the electronic device 1 Code) can be stored. These software components may be loaded from a computer readable recording medium separate from the memories 211 and 221. [ Such a computer-readable recording medium may include a computer-readable recording medium such as a floppy drive, a disk, a tape, a DVD / CD-ROM drive, and a memory card. In other embodiments, the software components may be loaded into memory 211, 221 via communication modules 213, 223 rather than a computer readable recording medium. For example, at least one program may be stored in a memory (not shown) based on a program (e.g., the above-described application) installed by files provided by a file distribution system that distributes installation files of developers or applications. 211, and 221, respectively.

Processors 212 and 222 may be configured to process instructions of a computer program by performing basic arithmetic, logic, and input / output operations. The instructions may be provided to the processors 212 and 222 by the memories 211 and 221 or the communication modules 213 and 223. For example, the processor 212, 222 may be configured to execute a command received in accordance with a program code stored in a recording device, such as the memory 211, 221.

The communication modules 213 and 223 may provide functions for the electronic device 1 110 and the server 150 to communicate with each other through the network 170 and may be provided to the electronic device 1 110 and / May provide a function for communicating with another electronic device (e.g., electronic device 2 120) or another server (e.g., server 160). The request generated by the processor 212 of the electronic device 1 110 according to the program code stored in the recording device such as the memory 211 is transmitted to the server 170 via the network 170 under the control of the communication module 213 150 < / RTI > Conversely, control signals, commands, contents, files, and the like provided under the control of the processor 222 of the server 150 are transmitted to the communication module 223 of the electronic device 110 via the communication module 223 and the network 170 213 to the electronic device 1 (110). For example, control signals, commands, contents, files, and the like of the server 150 received through the communication module 213 can be transmitted to the processor 212 or the memory 211, (The above-mentioned persistent storage device), which may further include a storage medium 110.

The input / output interface 214 may be a means for interfacing with the input / output device 215. For example, the input device may include a device such as a keyboard or a mouse, and the output device may include a device such as a display, a speaker, and the like. As another example, the input / output interface 214 may be a means for interfacing with a device having integrated functions for input and output, such as a touch screen. The input / output device 215 may be composed of the electronic device 1 (110) and one device. The input / output interface 224 of the server 150 may be a means for interfacing with the server 150 or an interface with a device (not shown) for input or output that the server 150 may include. As a more specific example, a service screen or a content screen constituted by the processor 212 of the electronic device 1 (110) processes commands of a computer program loaded in the memory 211 is displayed on the display through the input / output interface 214 .

Also, in other embodiments, electronic device 1 110 and server 150 may include more components than the components of FIG. However, there is no need to clearly illustrate most prior art components. For example, electronic device 1 110 may be implemented to include at least a portion of input / output devices 215 described above, or may be implemented with other components such as a transceiver, Global Positioning System (GPS) module, camera, Elements. More specifically, when the electronic device 1 (110) is a smart phone, the acceleration sensor, the gyro sensor, the camera module, various physical buttons, buttons using a touch panel, input / output ports, A vibrator, and the like may be further included in the electronic device 1 (110).

In particular, the electronic device 1 (110) according to embodiments of the present invention includes a sensor (an acceleration sensor, a gravity sensor, an inertial sensor, a rotation sensor, a magnetic sensor, etc.) And various sensors such as sensors (proximity sensor, illuminance sensor, camera, etc.) for detecting the movement of an arbitrary object around the electronic device.

FIG. 3 is a block diagram illustrating an example of components that may be included in a processor of an automatic input detection system in an embodiment of the present invention. FIG. 4 is a block diagram of an automatic input detection system according to an exemplary embodiment of the present invention. FIG. 2 is a flowchart illustrating an example of an automatic input detection method that can be performed. In this embodiment, the automatic input detection system can be implemented through the first electronic device 110 described above. 3 may include an output value receiving unit 310 and an automatic input determination unit 320 as components that the processor 212 of the electronic device 110 may include. The comparing unit 322, and the determining unit 323. The output value storing unit 321 stores the output value of the output value storage unit 321,

The components of the processor 212 and the processor 212 may perform the steps 410, 420, 421, 422, 423 included in the automatic input search method of FIG. At this point, the components of processor 212 and processor 212 may be implemented to execute instructions in accordance with the code of the operating system and / or code of at least one computer program that memory 211 contains. Herein, the components of the processor 212 are connected to different functions of the processor 212 performed by the processor 212 in accordance with control commands provided by the code of the computer program installed and driven in the electronic device 110 different functions. For example, the processor 212 may read the necessary control commands from the loaded memory 211 with instructions associated with control of the electronic device 110, and may, according to the read control commands, , 420, 421, 422, 423) of the electronic device 1 (110).

In step 410, the output value receiving unit 310 may receive the output value of the sensor included in the electronic device 110. [ At this time, the output value receiving unit 310 may receive all the output values of the sensor, but may receive the output value at the time when the input requiring the operation of the user to be described later occurs according to the embodiment. When all the output values are input, the output value at the time when the input requiring the user's operation is generated among the input output values may be extracted and utilized. At this time, the sensor may include a predetermined sensor by an application, and when two or more predetermined sensors are provided, output values may be separately managed for each sensor. For example, an output value input through the sensor A and an output value input through the sensor B may be separately input through the identifiers of the sensors. More specifically, the identifier A and the output value a of the sensor A may be input to the output value receiving unit 310 as a pair, and the output value b may be input to the output value receiving unit 310 as a pair different from the identifier B of the sensor B. The step of receiving the output value of the sensor 410 may be performed every predetermined cycle or may be performed at a specific time point whenever an input is generated.

In step 420, the automatic input determination unit 320 may determine whether or not to automatically input an input requiring operation of the user by using the output value of the sensor. For example, an input requiring a user operation may include a first event signal that is required to be generated by sensing a user's operation on a user interface provided through the electronic device 1 (110). For example, the first event signal may be generated by a user using a finger to touch or multi-touch, touch and drag, swipe, flick a signal required to be generated by sensing a touch gesture such as flicking or the like, or a signal generated based on the generation of a pressure on a physical user interface such as a physical button or a physical input device included in the electronic device 1 (110) A signal that is required to be transmitted, and the like.

In this case, the automatic input determination unit 320 determines whether or not the second event signal, which is input in accordance with the control of the automatic input program installed in the electronic device 1 (110), is input, instead of the first event signal, Can be determined by using the output value of < RTI ID = 0.0 > In other words, when a user's operation is performed in any form with respect to the electronic device 1 (110), a change occurs in the output value of the sensor, and the automatic input determination unit 320 determines whether or not to automatically input It becomes possible to decide.

For example, when the user operates the electronic device 1 (110) by hand, the electronic device 1 (110) is physically moved or oscillated with respect to the input device (110) Even if the electronic device 1 (110) is placed on a floor or a desk and touch input or button input is processed, a minute change in the output value is detected by the acceleration sensor or the like. Alternatively, as the user's hand approaches the electronic device 1 (110) for the user's operation, the output value of the proximity sensor or the ambient light sensor may be changed, or the access of the object may be detected through a change of the image input through the camera . If the user's operation is performed by voice input, the voice signal inputted through the microphone included in the electronic device 1 (110) changes, and the automatic input determination unit 320 determines whether or not the automatic input is performed based on the output value of the microphone Can be determined.

Hereinafter, a more specific method of determining whether or not the automatic input determination unit 320 determines whether automatic input is generated through the output value storage unit 321, the comparison unit 322, and the determination unit 323 will be described.

In step 421, the output value storage unit 321 may store the output values of the sensor corresponding to the input of n (n is a natural number of 2 or more) times. For example, the output value storage unit 321 may store the output values of the sensor at the time when the last ten inputs are generated in the memory 212 or a separate storage.

In step 422, the comparator 322 may compare the output value of the sensor corresponding to the next input of the n inputs with a range determined by the minimum value and the maximum value of the stored output values. For example, assuming that the output value of the sensor corresponding to the (n + 1) th input is 10, and the minimum and maximum values of the stored output values are 5 and 8, respectively. At this time, the comparison unit 322 can determine whether the output value 10 is included in the range determined by the minimum value 5 and the maximum value 8.

In step 423, the determination unit 323 can determine whether or not the automatic input is generated based on the result of the comparison. The fact that the output value of the sensor corresponding to the (n + 1) -th input deviates from the range of the output values of the sensor corresponding to the previous n number of inputs may mean that a relatively large change has occurred, May mean that a large change has occurred in the output value of < RTI ID = 0.0 > Therefore, the determination unit 323 can determine that automatic input has not occurred in this case. Therefore, the determination unit 323 determines whether the output value of the sensor corresponding to the next input (n + 1-th input) is within the range (the range set by the minimum value and the maximum value) Can be re-run. In this case, new minimum and maximum values can be set through output values of the sensor corresponding to the new n inputs.

However, if the output values of the sensor continue to be within the range of constant output values, it may mean that no significant change has occurred in the output value of the sensor, which means that there is a possibility of automatic input in which the user's operation is not performed . In this case (when the output value of the sensor corresponding to the next input falls within the range), the determination unit 323 can increase the risk. If this process is repeated and the current output value continuously falls within the predetermined range (the range set by the minimum value and the maximum value), the risk may continuously increase. At this time, the determining unit 323 can determine that the automatic input has occurred when the risk exceeds the preset threshold value.

In other words, the continuous increase in the risk means that the inputs are being input without causing a large change in the output value of the sensor, and the determination unit 323 determines that the risk is greater than a predetermined value, . At this time, the risk may be stored and managed in the memory 212 or a separate storage as the initial default value, and the predetermined threshold may be stored and managed in the memory 212 or in a separate storage. Also, when the output value of the new sensor is out of the predetermined range, the risk may be initialized to the initial value by determining that there is a direct operation by the user. This risk can be used to reduce the risk of misdiagnosing a normal user's operation as an automatic input with one or two measurements.

5 is a diagram illustrating an example of determining automatic input in a touch screen environment according to an embodiment of the present invention. FIG. 5 shows an example of a service screen 510 provided according to an application driven by the electronic device 1 (110). The service screen 510 may include a user interface for various operations such as a mobile game. In FIG. 5, an example in which a virtual button A 520 is included as one user interface for convenience of description is shown have.

Here, it is assumed that a user touches a region where the button A 520 is displayed sequentially with a finger a plurality of times to generate a plurality of inputs. The pressure generated according to the operation of the user can be changed every time. The vibration of the electronic device 110 generated according to the pressure can be sensed by the acceleration sensor, for example, and an output value can be generated. At this time, it is assumed that the minimum value of the output value according to the n inputs is 10, the maximum value is 100, the risk level is 1, and the predetermined threshold value is 10. If the output value according to the (n + 1) -th input is 50, the electronic device 1 (110) can increase the risk to 2 because it is included in the range set by the minimum value 10 and the maximum value 100. However, since the risk has not yet exceeded the predetermined threshold value 10, the electronic device 1 (110) can continuously check the occurrence of the automatic input by receiving the output value of the sensor. To this end, the electronic device 1 (110) can receive an output value corresponding to n inputs again. Suppose that the minimum value of the output value is 5, the maximum value is 40, and the output value according to the (n + 1) -th input is 30 in the second trial. Even in this case, since the present output value is 30 and is included in the range set by the minimum value 5 and the maximum value 40, the electronic device 1 (110) can increase the risk to three. However, since the risk still does not exceed the preset threshold value 10, the electronic device 1 (110) can continuously check whether the automatic input is generated by receiving the output value of the sensor. For the third attempt, the electronic device 1 (110) can again receive the output value according to n inputs. In this third attempt, assume that the minimum value of the output value is 7, the maximum value is 80, and the output value according to the (n + 1) -th input is 100. In this case, since the output value 100 of the current sensor is out of the range set by the minimum value 7 and the maximum value 80, the electronic device 1 (110) can judge that the input according to the user's operation is occurring. Accordingly, the electronic device 110 may initialize the risk 3 to an initial initial value of 1, and then proceed to determine whether automatic input is generated from the beginning.

On the other hand, if the automatic input is being performed, the output value of the sensor will have a relatively small amount of change, and accordingly, the probability that the current output value is included in the range set by the minimum value and the maximum value is high. In this case, the risk may be continuously increased, and when the risk exceeds the predetermined threshold, the electronic device 110 can confirm that the automatic input is occurring.

Even if the electronic device 1 (110) operated by the user operates the electronic device 1 (110) in a bag or a bag and is moving or moving using the transportation means, the amount of change in the output value depends on the type of the sensor Lt; / RTI > For example, a user may consider driving the electronic device 1 (110) on the passenger seat of the automobile. In this case, the change amount of the output value of the acceleration sensor or the inertia sensor may have a relatively large value. However, the amount of change in the output value of the proximity sensor or the amount of change in the output value of the gyro sensor may have a relatively small value. On the other hand, the user may be walking while the electronic device 1 (110) is placed in a pocket. In this case, the amount of change in the output value of the acceleration sensor or the inertial sensor, which occurs according to the user's step, may be limited even if the amount of change is relatively large.

Therefore, the automatic input detection method and system according to the embodiments of the present invention can utilize the output values of a plurality of sensors in combination or select a sensor to be used for automatic input detection after first determining the current situation. Techniques for determining the current situation may be readily understood by those skilled in the art through already known prior art techniques for determining the status of a user using sensor values. In addition, the selection of a sensor suitable for the identified state can be built in advance through an empirical method, and the information may be preset in a computer program (application) in advance.

When the output values of a plurality of sensors are used in combination, the present output value may be compared with a preset range for each sensor, and the number of the current output value belonging to the range may be used for each sensor. For example, if the current output values for five different sensors A, B, C, D, and E are a, b, c, d, and e and the range for each of the five different sensors is set . At this time, for example, if the output value is found to be within the range in four or more different sensors, the risk can be increased.

6 is a diagram illustrating an example of an electronic device that detects automatic input using a plurality of sensors in an embodiment of the present invention. The electronic device 600 of FIG. 6 may correspond to the electronic device 110 described above and may include a plurality of sensors 610, an event receiving unit 620, and an automatic input detecting unit 630).

Actually, the event receiving unit 620 may correspond to the output value receiving unit 310 described previously, and the automatic input detecting unit 630 may correspond to the automatic input determining unit 320, respectively. The output value receiving unit 310 receives an output value from each of the plurality of sensors 610 and transmits the output value to the automatic input detecting unit 630 or receives an output value from at least one selected sensor among the plurality of sensors 610 To the automatic input detection unit 630. At this time, the automatic input detection unit 630 can store output values for each sensor, and can set a minimum value and a maximum value range for each sensor. Also, it is possible to compare the current output value and the range for each sensor, and determine whether or not the automatic input is generated according to the result of each comparison.

As described above, according to the embodiments of the present invention, it is possible to determine whether automatic input is performed based on the output value of the sensor included in the electronic device.

The system or apparatus described above may be implemented as a hardware component, a software component or a combination of hardware components and software components. For example, the apparatus and components described in the embodiments may be implemented within a computer system, such as, for example, a processor, a controller, an arithmetic logic unit (ALU), a digital signal processor, a microcomputer, a field programmable gate array (FPGA) , A programmable logic unit (PLU), a microprocessor, or any other device capable of executing and responding to instructions. The processing device may execute an operating system (OS) and one or more software applications running on the operating system. The processing device may also access, store, manipulate, process, and generate data in response to execution of the software. For ease of understanding, the processing apparatus may be described as being used singly, but those skilled in the art will recognize that the processing apparatus may have a plurality of processing elements and / As shown in FIG. For example, the processing unit may comprise a plurality of processors or one processor and one controller. Other processing configurations are also possible, such as a parallel processor.

The software may include a computer program, code, instructions, or a combination of one or more of the foregoing, and may be configured to configure the processing device to operate as desired or to process it collectively or collectively Device can be commanded. The software and / or data may be in the form of any type of machine, component, physical device, virtual equipment, computer storage media, or device As shown in FIG. The software may be distributed over a networked computer system and stored or executed in a distributed manner. The software and data may be stored on one or more computer readable recording media.

The method according to an embodiment may be implemented in the form of a program command that can be executed through various computer means and recorded in a computer-readable medium. The computer-readable medium may include program instructions, data files, data structures, and the like, alone or in combination. The program instructions to be recorded on the medium may be those specially designed and configured for the embodiments or may be available to those skilled in the art of computer software. Examples of computer-readable media include magnetic media such as hard disks, floppy disks and magnetic tape; optical media such as CD-ROMs and DVDs; magnetic media such as floppy disks; Magneto-optical media, and hardware devices specifically configured to store and execute program instructions such as ROM, RAM, flash memory, and the like. Examples of program instructions include machine language code such as those produced by a compiler, as well as high-level language code that can be executed by a computer using an interpreter or the like.

While the present invention has been particularly shown and described with reference to exemplary embodiments thereof, it is to be understood that the invention is not limited to the disclosed exemplary embodiments. For example, it is to be understood that the techniques described may be performed in a different order than the described methods, and / or that components of the described systems, structures, devices, circuits, Lt; / RTI > or equivalents, even if it is replaced or replaced.

Therefore, other implementations, other embodiments, and equivalents to the claims are also within the scope of the following claims.

Claims (16)

A computer program stored in a computer-readable recording medium for causing a computer to execute an automatic input detection method in combination with a computer-implemented electronic device,
The automatic input detection method includes:
Receiving an output value of a sensor included in the electronic device; And
Determining whether the input of the user is required to be automatically input using the output value of the sensor,
Lt; / RTI >
Wherein the sensor includes at least one of a sensor for sensing movement and vibration of the electronic device, a sensor for detecting movement of an arbitrary object around the electronic device, and a sensor for receiving a user's voice,
Wherein the step of determining whether or not the automatic input is performed comprises:
At least one output value among a change of an output value of the sensor with respect to movement or vibration of the electronic device, a change of an output value of the sensor with respect to movement of an arbitrary object around the electronic device, and a change of an output value of the sensor with respect to the user's voice And determines whether or not the automatic input is performed based on the change. The method according to claim 1,
Wherein the required input comprises a first event signal that is required to be generated upon sensing the user's operation on a user interface provided through the electronic device. 3. The method of claim 2,
Wherein the step of determining whether or not the automatic input is performed comprises:
Wherein the control unit determines whether or not a second event signal input according to control of an automatic input program installed in the electronic device is input using an output value of the sensor instead of the first event signal. The method according to claim 1,
Wherein the step of determining whether or not the automatic input is performed comprises:
A first step of storing output values of a sensor corresponding to n inputs (n is a natural number of 2 or more);
A second step of comparing an output value of the sensor corresponding to the next input of the n inputs with a range determined by a minimum value and a maximum value of the stored output values; And
A third step of determining whether or not automatic input is generated based on the result of the comparison
And a computer program product. 5. The method of claim 4,
In the third step,
If the output value of the sensor corresponding to the next input does not fall within the range, re-executing the first step and the second step and increasing the risk when the output value of the sensor corresponding to the next input falls within the range , And determines that an automatic input has occurred when the risk exceeds a preset threshold value. delete An automatic input detection method performed by an electronic device implemented by a computer,
Receiving an output value of a sensor included in the electronic device; And
Determining whether the input of the user is required to be automatically input using the output value of the sensor,
Lt; / RTI >
Wherein the sensor includes at least one of a sensor for sensing movement and vibration of the electronic device, a sensor for detecting movement of an arbitrary object around the electronic device, and a sensor for receiving a user's voice,
Wherein the step of determining whether or not the automatic input is performed comprises:
At least one output value among a change of an output value of the sensor with respect to movement or vibration of the electronic device, a change of an output value of the sensor with respect to movement of an arbitrary object around the electronic device, and a change of an output value of the sensor with respect to the user's voice Wherein the automatic input detection method determines whether or not the automatic input is performed based on the change. 8. The method of claim 7,
Wherein the required input includes a first event signal that is required to be generated upon sensing the user's operation on a user interface provided through the electronic device. 9. The method of claim 8,
Wherein the step of determining whether or not the automatic input is performed comprises:
Wherein the first event signal is determined by using an output value of the sensor whether or not a second event signal input in accordance with control of an automatic input program installed in the electronic device is input instead of the first event signal. 8. The method of claim 7,
Wherein the step of determining whether or not the automatic input is performed comprises:
A first step of storing output values of a sensor corresponding to n inputs (n is a natural number of 2 or more);
A second step of comparing an output value of the sensor corresponding to the next input of the n inputs with a range determined by a minimum value and a maximum value of the stored output values; And
A third step of determining whether or not automatic input is generated based on the result of the comparison
The method comprising the steps of: 11. The method of claim 10,
In the third step,
If the output value of the sensor corresponding to the next input does not fall within the range, re-executing the first step and the second step and increasing the risk when the output value of the sensor corresponding to the next input falls within the range And determining that an automatic input has occurred when the risk exceeds a preset threshold value. At least one processor configured to execute computer readable instructions; And
At least one sensor among a sensor for sensing movement or vibration of the electronic device, a sensor for sensing movement of an arbitrary object around the electronic device, and a sensor for receiving a user's voice,
Lt; / RTI >
Wherein the at least one processor comprises:
Receiving an output value of the at least one sensor,
At least one output value among a change of an output value of the sensor with respect to movement or vibration of the electronic device, a change of an output value of the sensor with respect to movement of an arbitrary object around the electronic device, and a change of an output value of the sensor with respect to the user's voice Based on the change, it is determined whether or not the input of the user's operation is automatically input
. 13. The method of claim 12,
Wherein the requested input includes a first event signal that is required to be generated upon sensing the operation of the user with respect to a user interface provided through the electronic device. 14. The method of claim 13,
Wherein the at least one processor comprises:
Wherein it is determined whether or not a second event signal input according to control of an automatic input program installed in the electronic device is input using the output value of the at least one sensor instead of the first event signal And the electronic device. 13. The method of claim 12,
Wherein the at least one processor is further configured to determine,
A first process of storing output values of a sensor corresponding to each of inputs of n (n is a natural number of 2 or more) inputs;
A second process of comparing an output value of a sensor corresponding to a next input of the n inputs with a range determined by a minimum value and a maximum value of the stored output values; And
A third process of determining whether or not automatic input is generated based on the result of the comparison
To the electronic device. 16. The method of claim 15,
The third process includes:
Processing the first process and the second process again if the output value of the sensor corresponding to the next input does not fall within the range and increasing the risk when the output value of the sensor corresponding to the next input falls within the range And determining that an automatic input has occurred when the risk exceeds a preset threshold value.

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