JP2021131875A - Method and system for detecting automatic input - Google Patents

Abstract

To provide an automatic input detection method for determining whether automatic input is available or not on the basis of an output value of a sensor included in an electronic device, an automatic input detection system, and a computer program stored in a computer-readable recording medium so as to cause the computer to execute the automatic input detection method in connection with the computer.SOLUTION: A method for detecting an automatic input realized by a computer comprises the steps of: receiving an output value of at least one sensor included in the electronic device, and determining whether automatic input is available to an input requiring a user control by using the output value of the sensor. The required input includes a first event signal which is to be generated by sensing user operation on a user interface provided on the electronic device.SELECTED DRAWING: Figure 4

Description

The following description relates to an auto-input detection method, an auto-input detection system, and a computer program stored in a computer-readable recording medium for the computer to perform the auto-input detection method in combination with the computer.

The nature of the services provided by an application, related to the application installed and driven by the electronic device, while easily bypassing the elements designed for the application using auto-fill programs such as macros and bots. There is an act of operating differently from the purpose of the service, or automatically and easily obtaining a benefit different from the original purpose of the service. For example, in a mobile game, by using a macro program and letting the macro program process repetitive input and input that requires sophistication on behalf of humans, it is illegal compared to other normal users who use the service. There is a user who wants to get a gain.

The use of such an automatic input program causes damage that other normal users cannot make a profit relatively compared to users who use the automatic input program, and the entity that provides the service is originally intended. The problem of being unable to provide the service that was being provided will occur.

In order to solve such a problem of automatic input, check in advance whether or not the automatic input program is installed and the peculiarity of the operation method of the automatic input program, and then inspect the execution of automatic input using the automatic input program. There are conventional techniques for performing applications and conventional techniques for requesting specific information from a user during the operation of an application. For example, Patent Document 1 relates to a macro prevention technique and an algorithm in an online game, and is a technique for preventing adverse effects that may occur due to play using a macro by requesting specific information from a user at a specific time interval. Is disclosed.

However, the former prior art has to grasp all the characteristics of the existing auto-filling program and manage it on a regular basis, constantly investigating new auto-filling programs, and new auto-filling. There is a problem that it is impossible to respond to the program in advance. Further, in the latter prior art, the required specific information is automatically input by the automatic input program by analyzing the pattern of the specific information requested from the user and analyzing the message for requesting the specific information from the user. There is a problem that it can be provided automatically.

Korean Published Patent No. 10-2007-0039415

An auto-input detection method, an auto-input detection system that can determine whether or not auto-input is possible based on the output value of a sensor included in an electronic device, and a computer to perform an auto-input detection method in combination with a computer. Provides a computer program stored on a readable recording medium.

A computer program stored in a computer-readable recording medium in order to allow a computer to execute an automatic input detection method in combination with an electronic device realized by a computer. The automatic input detection method is performed by the electronic device. Provided is a computer program including a step of receiving an input of an output value of a sensor provided, and a step of using the output value of the sensor to determine whether or not automatic input is possible for an input required to be operated by a user.

It is an automatic input detection method executed by an electronic device realized by a computer, and a user operation is required by using a step of receiving an input of an output value of a sensor provided in the electronic device and an output value of the sensor. Provided is an automatic input detection method including a step of determining whether or not automatic input is possible for an input.

The at least one processor includes at least one processor and at least one sensor implemented to execute a computer-readable instruction, and the at least one processor receives an input of an output value of the at least one sensor and said at least one. Provided is an electronic device that utilizes the output values of one sensor to determine whether or not automatic input is possible for an input that requires user operation.

Whether or not automatic input can be performed can be determined based on the output value of the sensor included in the electronic device.

It is a figure which showed the example of the network environment in one Embodiment of this invention. It is a block diagram for demonstrating the internal structure of an electronic device and a server in one Embodiment of this invention. It is a block diagram which showed the example of the component which can include the processor of the automatic input detection system in one Embodiment of this invention. It is a flowchart which showed the example of the automatic input detection method which can be executed by the automatic input detection system in one Embodiment of this invention. It is a figure which showed the example which determines the possibility of automatic input in the touch screen environment in one Embodiment of this invention. It is a figure which showed the example of the electronic device which detects an automatic input using a plurality of sensors in one Embodiment of this invention.

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

The automatic input detection system according to the embodiment of the present invention may be realized by a computer device such as the electronic device described below, and the automatic input detection method according to the embodiment of the present invention is executed by the electronic device described above. May be done. For example, an electronic device may install and drive a computer program (eg, an operating system and an application) according to an embodiment of the present invention, and the electronic device may implement one embodiment of the present invention under the control of the driven computer program. The automatic input detection method according to the form may be executed. The computer program described above may be stored in a computer-readable recording medium in combination with a computer-implemented electronic device to cause the computer to perform an automatic input detection method.

FIG. 1 is a diagram showing an example of a network environment according to an embodiment of the present invention. The network environment of FIG. 1 shows an example including a plurality of electronic devices 110, 120, 130, 140, a plurality of servers 150, 160, and a network 170. Such FIG. 1 is merely an example for explaining the invention, and the number of electronic devices and the number of servers are not limited as in FIG.

The plurality of electronic devices 110, 120, 130, 140 may be fixed terminals or mobile terminals realized by a computer system. Examples of electronic devices 110, 120, 130, 140 include smartphones (smart phones), mobile phones, navigation systems, computers, notebook pancons, digital broadcasting terminals, PDAs (Personal Digital Assistants), PMPs (Portable Multimedia Players), and so on. There are tablet PCs and the like. As an example, FIG. 1 shows the shape of a smartphone as an example of the electronic device 1 (110), but in the embodiment of the present invention, the electronic device 1 (110) substantially uses a wireless or wired communication method. It may mean one of a variety of physical devices that can be utilized and communicate with other electronic devices 120, 130, 140 and / or servers 150, 160 via network 170.

The communication method is not limited, and not only the communication method utilizing the communication network (for example, mobile communication network, wired Internet, wireless Internet, broadcasting network) that can be included in the network 170, but also the short distance between devices. Wireless communication may be included. For example, the network 170 includes a PAN (personal area network), a LAN (local area network), a CAN (campus area network), a MAN (metropolitan area network), a WAN (wide network), etc. It may include any one or more of the networks. In addition, network 170 may include any one or more of network topologies, including bus networks, star networks, ring networks, mesh networks, star-bus networks, tree or hierarchical networks, and the like. You are not limited to this.

Each of the servers 150 and 160 is realized by a computer device or a plurality of computer devices that communicate with a plurality of electronic devices 110, 120, 130, 140 via a network 170 to provide instructions, codes, files, contents, services, and the like. You can do it. For example, the server 150 may be a system that provides the first service to a plurality of electronic devices 110, 120, 130, 140 connected via the network 170, and the server 160 is also connected via the network 170. It may be a system that provides a second service to a plurality of electronic devices 110, 120, 130, 140. As a more specific example, the server 150 may be a system that provides a service by an application (as an example, a game service) to a plurality of electronic devices 110, 120, 130, 140 as a first service. Further, the server 160 may be a system that provides a service for distributing an application installation file to a plurality of electronic devices 110, 120, 130, 140 as a second service. As described above, a person skilled in the art will be able to easily understand the general processing technology of the service provided by the application and the service for distributing the installation file of the application from the well-known conventional technology. In the present embodiment, the application is described as a computer program that provides a specific service through the server 150, but in some embodiments, it does not communicate with the server 150 and is based on the code contained in the application. It may be a computer program that provides a specific function to an electronic device (for example, electronic device 1 (110)) in which an application is installed.

FIG. 2 is a block diagram for explaining the internal configurations of the electronic device and the server according to the embodiment of the present invention. FIG. 2 describes the 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.

Electronic device 1 (110) and server 150 may include memory 211,221, processor 212,222, communication modules 213,223, and input / output interfaces 214,224. The memories 211 and 221 are computer-readable recording media and include a RAM (random access memory), a ROM (read only memory), and a permanent mass memory device such as a disk drive. It's fine. Here, a permanent large-capacity storage device such as a ROM and a disk drive may be included in the electronic device 1 (110) or the server 150 as another permanent storage device that is separated from the memories 211 and 221. In addition, the memories 211 and 221 contain an operating system and at least one program code (for example, a browser installed and driven by the electrical device 1 (110) or an electronic device 1 (110) for providing a specific service. Code for applications installed in) may be stored. Such software components may be loaded from a computer-readable recording medium other than the memories 211 and 221. Such computer-readable recording media may include computer-readable recording media such as floppy drives, discs, tapes, DVD / CD-ROM drives, and memory cards. In other embodiments, the software components may be loaded into memory 211,221 through communication modules 213, 223, which are not computer readable recording media. For example, at least one program is memory 211,221 based on a program (as an example, the application described above) installed by a file provided by a file distribution system that distributes a developer or application installation file over network 170. May be loaded into.

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

The communication modules 213 and 223 may provide a function for the electronic device 1 (110) and the server 150 to communicate with each other via the network 170, and the electronic device 1 (110) and / or the server 150 may provide other functions. A function for communicating with an electronic device (for example, electronic device 2 (120)) or another server (for example, server 160) may be provided. As an example, a request generated by the processor 212 of the electronic device 1 (110) according to a program code stored in a recording device such as a memory 211 is transmitted to the server 150 via the network 170 under the control of the communication module 213. You can. On the contrary, the control signals, instructions, contents, files, etc. provided under the control of the processor 222 of the server 150 pass through the communication module 223 and the network 170, and pass through the communication module 213 of the electronic device 1 (110) to the electronic device. It may be received at 1 (110). For example, control signals, instructions, contents, files, etc. of the server 150 received through the communication module 213 may be transmitted to the processor 212 and the memory 211, and the contents, files, etc. can be further included in the electronic device 1 (110). It may be stored in a storage medium (permanent storage device described above).

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

Also, in other embodiments, the electronic device 1 (110) and the server 150 may include even more components than the components of FIG. However, it is not necessary to clearly illustrate most of the prior art components. For example, the electronic device 1 (110) may be realized to include at least a part of the above-mentioned input / output device 215, a transceiver, a GPS (Global Positioning System) module, a camera, and various types. Other components such as sensors, databases, etc. may be further included. As a more specific example, when the electronic device 1 (110) is a smartphone, the acceleration sensor, gyro sensor, camera module, various physical buttons, buttons using the touch panel, input / input, which are generally included in the smartphone. Various components such as an output port, a vibrator for vibration, and the like may be realized so as to be further included in the electronic device 1 (110).

In particular, the electronic device 1 (110) according to the embodiment of the present invention is a sensor (acceleration sensor, gravity sensor, inertial sensor, rotation sensor, magnetic sensor, etc.) for detecting the movement or vibration of the electronic device 1 (110). And at least one of various sensors such as sensors (proximity sensors, illuminance sensors, cameras, etc.) for detecting the movement of any object around the electronic device may be included.

FIG. 3 is a block diagram showing an example of components that can be included in the processor of the automatic input detection system according to the embodiment of the present invention, and FIG. 4 is a block diagram showing an example of the components that can be included in the processor of the automatic input detection system, and FIG. 4 is an automatic input detection according to the embodiment of the present invention. It is a flowchart which showed the example of the automatic input detection method which a system can execute. In the present embodiment, the automatic input detection system may be realized by the electronic device 1 (110) described above. FIG. 3 may include an output value receiving unit 310 and an automatic input availability determination unit 320 as components that can be included in the processor 212 of the electronic device 1 (110), and the automatic input availability determination unit 320 is an output value storage unit. 321 may be provided, a comparison unit 322, and a determination unit 323 may be provided.

Such a processor 212 and components of the processor 212 may perform steps 410, 420, 421, 422, 423 included in the automatic input search method of FIG. At this time, the processor 212 and the components of the processor 212 may be realized to execute an instruction by the code of the operating system included in the memory 211 and / or the code of at least one computer program. Here, the components of the processor 212 are different functions of the processor 212 that are executed by the processor 212 according to the control instructions provided by the code of the computer program installed and driven by the electronic device 1 (110). It may be an expression. For example, the processor 212 may read the necessary control instructions from the memory 211 loaded with the instructions related to the control of the electronic device 1 (110), and according to the read control instructions, steps 410, 420, 421 described below. Electronic device 1 (110) may be controlled to execute 422, 423.

In step 410, the output value receiving unit 310 may receive the input of the output value of the sensor included in the electronic device 1 (110). At this time, the output value receiving unit 310 may receive inputs of all the output values of the sensor, but depending on the embodiment, the output at the time when the input required to be operated by the user is generated, which will be described below. You may receive the value. When receiving the input of all the output values, the output value at the time when the input required to be operated by the user occurs may be extracted from the input output values and utilized. Here, the sensor may include a sensor preset by the application, and when there are two or more preset sensors, the output value may be divided and managed for each sensor. For example, the output value input to the sensor A and the output value input to the sensor B may be input separately according to the identifier of each sensor. As a more specific example, the identifier A and the output value a of the sensor A may be input as a pair, and the identifier B and the output value b of the sensor B may be input as another pair to the output value receiving unit 310. The step 410 that receives the input of the output value of such a sensor may be executed at regular intervals each time the input is generated, or may be executed at a specified time point.

In step 420, the automatic input availability determination unit 320 may determine whether or not automatic input is possible for the input required to be operated by the user by using the output value of the sensor. For example, the input required to be operated by the user may include a first event signal that is required to be generated by sensing the user's operation on the user interface provided by electronic device 1 (110). For example, in a touch screen environment, the first event signal can be touched or multi-touched by the user with a finger on an operation button displayed on the touch screen, touch and drag (touch and drag), swipe, and flick (flick). A signal that requires what is generated by sensing a touch gesture, such as flicking, or a physical user interface, such as a physical button or physical input device included in electronic device 1 (110). It may include a signal or the like that is required to be generated by the generation of pressure on the interface.

In this case, in step 420, the automatic input enable / disable determination unit 320 inputs the second event signal input under the control of the automatic input program installed in the electronic device 1 (110) instead of the first event signal. It may be determined by using the output value of the sensor. In other words, when a user operation occurs on the electronic device 1 (110) in any form, the output value of the sensor changes, and the automatic input permission / rejection determination unit 320 performs this. It becomes possible to determine whether or not automatic input is possible based on such changes.

For example, when the user operates the electronic device 1 (110) by hand, the electronic device 1 (110) causes physical movement or vibration of the electronic device 1 (110) in connection with the input. Therefore, even if the user processes the touch input or the button input while the electronic device 1 (110) is placed on the floor or desk, the acceleration sensor or the like can detect a minute change in the output value. Alternatively, such a change may be caused by a change in the output value of the proximity sensor or the illuminance sensor due to the user's hand approaching the electronic device 1 (110) for the user's operation, or a change in the image input to the camera. The approach of the object will be detected. When the user's operation is performed by voice input, the voice signal input to the microphone included in the electronic device 1 (110) changes, and the automatic input availability determination unit 320 is based on the output value of the microphone. It may be decided whether or not automatic input is possible.

Hereinafter, a more specific method in which the automatic input availability determination unit 320 determines whether or not the automatic input can be generated through the output value storage unit 321 and 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 value of the sensor corresponding to the latest (latest) n (n is a natural number of 2 or more) inputs. For example, the output value storage unit 321 may store the output value of the sensor at the time when the input is recently generated 10 times in the memory 212 or another storage.

In step 422, the comparison unit 322 may compare the output value of the sensor corresponding to the next input of n inputs with the range determined by the minimum and maximum values of the stored output values. For example, it is assumed that the output value of the sensor corresponding to the n + 1th 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 may 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 may determine whether or not automatic input can occur based on the result of the comparison. The fact that the output value of the sensor corresponding to the n + 1th input deviates from the range of the output value of the sensor corresponding to the previous nth input may mean that a relatively large change has occurred. Such a change may mean that a large change has occurred in the output value of the sensor due to the user's operation. Therefore, the determination unit 323 may determine that the automatic input has not occurred in this case. Therefore, when the output value of the sensor corresponding to the next input (n + 1th input) does not belong within the range (the range set by the minimum value and the maximum value), the determination unit 323 performs step 421 and step 422. May be re-executed. In this case, a new minimum value and a new maximum value may be set according to the output value of the sensor corresponding to the new n times of input.

However, if the output value of the sensor continues to occur within a constant output value range, it may mean that the output value of the sensor has not changed significantly, which is a user operation. It may mean that there is a possibility of automatic input that has not been done. In this case (when the output value of the sensor corresponding to the next input belongs to the range), the determination unit 323 may increase the degree of risk. If such a process is repeated and the current output value continuously falls within the preset range (the range set by the minimum and maximum values), the risk may be continuously increased. .. At this time, the determination unit 323 may determine that the automatic input has occurred when the risk level exceeds a preset threshold value.

In other words, the continuous increase in the degree of risk means that the input is made in a state where the output value of the sensor does not change significantly, and the determination unit 323 determines that the degree of risk is equal to or higher than a certain value. It may be recognized that the automatic input has occurred. At this time, the risk level may be stored and managed in the memory 212 or another storage in the state of the initial value initially set, and the preset threshold value is also stored and managed in the memory 212 or another storage. May be managed. Further, when the output value of the new sensor deviates from the preset range, the risk level may be initialized to the above-mentioned initial value by determining that there is a direct operation by the user. Such a degree of risk may be used to reduce the risk of erroneously determining that a normal user's operation is an automatic input in one or two measurements.

FIG. 5 is a diagram showing an example of determining whether or not automatic input is possible 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 electronic device 1 (110). As an example, the service screen 510 may include a user interface for various operations such as a mobile game, but in FIG. 5, for convenience of explanation, a virtual button A520 is included as one user interface. An example is shown.

At this time, it is assumed that the user touches the displayed area of the button A520 a plurality of times in order with a finger to generate a plurality of inputs. Since the pressure generated by such a user operation is different each time, the vibration of the electronic device 1 (110) generated by such pressure may be sensed by an acceleration sensor to generate an output value, for example. At this time, it is assumed that the minimum value of the output value after n times of input is 10, the maximum value is 100, the risk level is 1, and the preset threshold value is 10. If the output value of the n + 1th input is 50, the electronic device 1 (110) may increase the risk level to 2 because it is included in the range set by the minimum value 10 and the maximum value 100. However, since the risk level has not yet exceeded the preset threshold value 10, the electronic device 1 (110) may continuously receive the input of the output value of the sensor and confirm whether or not the automatic input can be generated. Therefore, the electronic device 1 (110) may receive the input of the output value by the input of n times again. In the second attempt, it is assumed that the minimum value of the output value is 5, the maximum value is 40, and the output value of the n + 1th input is 30. Also in this case, since the current output value of the electronic device 1 (110) is 30 and is included in the range set by the minimum value 5 and the maximum value 40, the risk level may be increased to 3. However, since the risk level has not yet exceeded the preset threshold value 10, the electronic device 1 (110) may continuously receive the input of the output value of the sensor and confirm whether or not the automatic input can be generated. For the third attempt, the electronic device 1 (110) may again receive the input of the output value by n times of input. In such a third attempt, it is assumed that the minimum value of the output value is 7, the maximum value is 80, and the output value of the n + 1th input is 100. In this case, in the electronic device 1 (110), since the current output value 100 of the sensor deviates from the range set by the minimum value 7 and the maximum value 80, it is said that the input by the user's operation is generated. You may judge. Therefore, the electronic device 1 (110) may initialize the risk level 3 to the initial value of 1 and execute a process for determining whether or not automatic input can occur from the beginning.

On the other hand, if auto-input is in progress, the sensor output value should have a relatively low amount of change, which causes the current output value to be in the range set by the minimum and maximum values. High probability of being included in. In this case, the risk level will continue to increase, and when the risk level exceeds a preset threshold value, the electronic device 1 (110) may confirm that automatic input has occurred. ..

Even if the user moves the electronic device 1 (110) on which the automatic input program is operated while keeping it in a pocket or bag, or moves using traffic, it depends on the type of sensor of the electronic device 1 (110). The amount of change in the output value may be limited. For example, consider a case where a user drives with an electronic device 1 (110) placed in the passenger seat of a car. In this case, the amount of change in the output value of the acceleration sensor or the inertial sensor has a relatively large value. However, the amount of change in the output value of the proximity sensor and the amount of change in the output value of the gyro sensor have relatively small values. On the other hand, the user may walk around with the electronic device 1 (110) in his pocket. In such a case, the amount of change in the output value of the acceleration sensor or the inertial sensor generated as the user walks may be relatively large but limited.

Therefore, in the automatic input detection method and system according to the embodiment of the present invention, the output values of a large number of sensors are used in combination, or the current situation is determined first, and then the sensor to be used for automatic input detection is selected. You may use it. A person skilled in the art will be able to easily understand the technique for determining the current situation from a well-known conventional technique for grasping the state of the user by using the sensor value. Further, the selection of the sensor suitable for the grasped state may be constructed in advance by an empirical method, and the corresponding information may be preset in the computer program (application).

When the output values of a large number of sensors are used in combination, the current output value for each sensor may be compared with a preset range, and the number of current output values belonging to the range for each sensor may be used. For example, there are current output values a, b, c, d, e for five different sensors A, B, C, D, E, and a range is set for each of the five different sensors. Suppose there is. At this time, as an example, when it is confirmed that the output value is included in the range by four or more types of sensors different from each other, the degree of risk may be increased.

FIG. 6 is a diagram showing an example of an electronic device that detects an automatic input by using a plurality of sensors in one embodiment of the present invention. The electronic device 600 of FIG. 6 may correspond to the electronic device 1 (110) described above, and may include a plurality of sensors 610, an event receiving unit 620, and an automatic input detecting unit 630 as shown in FIG.

Substantially, the event receiving unit 620 may correspond to the output value receiving unit 310 described above, and the automatic input detection unit 630 may correspond to the automatic input enable / disable determination unit 320. However, the output value receiving unit 310 may receive output values from each of the plurality of sensors 610 and transmit them to the automatic input detection unit 630, or output from at least one sensor selected from the plurality of sensors 610. The value may be received and transmitted to the automatic input detection unit 630. At this time, the automatic input detection unit 630 may store the output value for each sensor, and may set the range of the minimum value and the maximum value for each sensor. Further, the current output value and the range may be compared for each sensor, and whether or not automatic input can be generated may be determined based on the respective comparison results.

As described above, according to the embodiment of the present invention, it is possible to determine whether or not automatic input is possible based on the output value of the sensor included in the electronic device.

The system or device described above may be implemented by a hardware component, a software component, or a combination of the hardware component and the software component. For example, the devices and components described in the embodiments include, for example, a processor, a controller, an ALU (arithmetic logic unit), a digital signal processor, a microprocessor, an FPGA (field programgate array), and a PLU (program). It may be implemented utilizing one or more general purpose computers or special purpose computers, such as a logic unit), a microprocessor, or various devices capable of executing and responding to instructions. The processing device may execute an operating system (OS) and one or more software applications running on said OS. The processing device may also respond to the execution of the software, access the data, store, manipulate, process, and generate the data. For convenience of understanding, one processing device may be described as being used, but those skilled in the art will appreciate that the processing device includes multiple processing elements and / or multiple types of processing elements. But you can see that it's okay. For example, the processing device may include multiple processors or one processor and one controller. In addition, other processing configurations such as a parallel processor are also possible.

The software may include computer programs, codes, instructions, or a combination of one or more of these, configuring the processing equipment to operate at will, or collecting processing equipment independently or collectively. You may order to. The software and / or data is interpreted on the basis of a processing device or is a machine, component, physical device, virtual equipment, computer storage medium or device of any kind to provide instructions or data to the processing device. It may be embodied in. The software is distributed on a networked computer system and may be stored or executed in a distributed state. The software and data may be stored on a recording medium readable by one or more computers.

The method according to the embodiment may be implemented in the form of program instructions that can be executed by various computer means and recorded on a computer-readable medium. The computer-readable medium may include program instructions, data files, data structures, etc. alone or in combination. The program instructions recorded on the medium may be those specially designed and configured for the embodiment, or may be usable known to those skilled in the art of computer software. Examples of computer-readable recording media include hard disks, floppy disks, and magnetic media such as magnetic tapes, optical media such as CD-ROMs and DVDs, and optical magnetic disks such as floppy disks. Includes media and hardware devices specially configured to store and execute program instructions such as ROM, RAM, flash memory, and the like. Examples of program instructions include not only machine language code, such as those generated by a compiler, but also high-level language code, which is executed by a computer using an interpreter or the like.

As described above, the embodiments have been described based on the limited embodiments and drawings, but those skilled in the art can make various modifications and modifications from the above description. For example, the techniques described may be performed in a different order than the methods described, and / or components such as the systems, structures, devices, circuits described may be in a different form than the methods described. Appropriate results can be achieved even if they are combined or combined, or confronted or replaced by other components or equivalents.

Therefore, even if the embodiments are different, they belong to the attached claims as long as they are equal to the claims.

110, 120, 130, 140: Electronic device 150, 160: Server 170: Network

Claims (16)

A computer program stored on a computer-readable recording medium that is combined with a computer-implemented electronic device to cause the computer to perform an automatic input detection method.
The automatic input detection method is
A computer program including a step of receiving an input of an output value of a sensor included in the electronic device, and a step of using the output value of the sensor to determine whether or not automatic input is possible for an input required to be operated by a user. The computer program of claim 1, wherein the required input comprises a first event signal that is required to be generated by sensing the user's operation on a user interface provided by the electronic device. The step of determining whether or not the automatic input is possible is
A request for determining whether a second event signal to be input under the control of an automatic input program installed in the electronic device is input instead of the first event signal by using the output value of the sensor. Item 2. The computer program according to item 2. The step of determining whether or not the automatic input is possible is
The first step of storing the output value of the sensor corresponding to the recent n (the n is a natural number of 2 or more) times.
In the second step of comparing the output value of the sensor corresponding to the next input of the nth input with the range determined by the minimum and maximum values of the stored output values, and the result of the comparison. The computer program according to claim 1, further comprising a third step of determining whether or not automatic input can occur based on the above. The third step is
If the output value of the sensor corresponding to the next input does not belong to the range, the first step and the second step are re-executed, and the output value of the sensor corresponding to the next input falls within the range. The computer program according to claim 4, wherein the risk level is increased when the risk level belongs, and it is determined that an automatic input has occurred when the risk level exceeds a preset threshold value. The computer according to claim 1, wherein the sensor includes at least one of a sensor for detecting the movement and vibration of the electronic device and a sensor for detecting the movement of an arbitrary object around the electronic device. program. It is an automatic input detection method executed by an electronic device realized by a computer.
An automatic input detection method including a step of receiving an input of an output value of a sensor included in the electronic device, and a step of using the output value of the sensor to determine whether or not automatic input is possible for an input required to be operated by a user. The automatic input detection according to claim 7, wherein the required input includes a first event signal that is required to be generated by sensing the user's operation on the user interface provided by the electronic device. Method. The step of determining whether or not the automatic input is possible is
A request for determining whether a second event signal to be input under the control of an automatic input program installed in the electronic device is input instead of the first event signal by using the output value of the sensor. Item 8. The automatic input detection method according to Item 8. The step of determining whether or not the automatic input is possible is
The first step of storing the output value of the sensor corresponding to the recent n (the n is a natural number of 2 or more) times.
In the second step of comparing the output value of the sensor corresponding to the next input of the n times of input with the range determined by the minimum and maximum values of the stored output values, and the result of the comparison. The automatic input detection method according to claim 7, further comprising a third step of determining whether or not automatic input can occur based on the method. The third step is
If the output value of the sensor corresponding to the next input does not belong to the range, the first step and the second step are re-executed, and the output value of the sensor corresponding to the next input falls within the range. The automatic input detection method according to claim 10, wherein the risk level is increased when the risk level belongs, and it is determined that the automatic input is generated when the risk level exceeds a preset threshold value. Includes at least one processor, and at least one sensor, implemented to execute computer-readable instructions.
The at least one processor
Upon receiving the input of the output value of at least one sensor,
An electronic device that uses the output value of at least one of the sensors to determine whether or not automatic input is possible for an input that requires user operation. 12. The electronic device of claim 12, wherein the required input comprises a first event signal that is required to be generated by sensing the user's operation on the user interface provided by the electronic device. The at least one processor
In order to determine whether or not the automatic input is possible, at least the second event signal input under the control of the automatic input program installed in the electronic device is input instead of the first event signal. The electronic device according to claim 13, which is determined by using the output value of one sensor. The at least one processor determines whether or not the automatic input is possible.
The first process, which stores the output value of the sensor corresponding to each of the recent n (where n is a natural number of 2 or more) inputs.
In the second process of comparing the output value of the sensor corresponding to the next input of the nth input with the range determined by the minimum and maximum values of the stored output values, and the result of the comparison. The electronic device according to claim 12, which processes a third process of determining whether or not automatic input can occur based on the above. The third process is
When the output value of the sensor corresponding to the next input does not belong to the range, the first process and the second process are reprocessed, and the output value of the sensor corresponding to the next input falls within the range. The electronic device according to claim 15, further comprising a process of increasing the risk when belonging and determining that auto-input has occurred when the risk exceeds a preset threshold.

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