KR20220150072A - User terminal apparatus providing prediction information on transportation - Google Patents

Abstract

Disclosed is a user terminal providing prediction information on a transportation means. According to various embodiments of the present invention, the user terminal providing the prediction information on the transportation means can record generated/played/connected content in a whole movement route at an accurate time while a user is moving and, also, can accurately record a transportation means. The user terminal providing the prediction information on the transportation means includes a position sensor, a memory, a display, and a processor. The processor obtains position information by predetermined time unit by using the position sensor when a route recording mode is executed. The processor stores the obtained position information, storage route and generation time information on the content generated in a place, playing route information and playing time information on the content played in the place, and address information and connection time information on webpage content connected in the place, in the memory. When a recording editing mode is executed, the processor displays the movement path of the user terminal on a map screen based on the position information stored in the memory. The processor displays the place in which the content is tagged on the map screen and content information tagged in the place, on the display. Also, the processor stores the information edited according to a user command in the memory. When a record upload mode is executed, the processor uploads the content selected among the content stored in the memory and related information according to the user terminal and the related information on a blog website.

Description

User terminal providing prediction information on transportation means { User terminal apparatus providing prediction information on transportation}

The present disclosure relates to a user terminal, and more particularly, to a user terminal that records information while moving.

Everyone has experiences that involve certain senses in certain places. So when you hear something or smell something, it is possible to suddenly recall the memory of that place. It is relatively easy to recall a relatively specific place with a fleeting sense of passing. However, it is very difficult to recall the sensations that have passed through a particular place. In particular, the existing SNS has a problem in that it is not suitable for recording the entire schedule, not one point in time, because only one place is tagged in one post.

The present disclosure is in accordance with the above-mentioned necessity, and an object of the present disclosure is to provide a user terminal capable of recording content created/played/connected at an accurate time on the entire moving path while the user is moving, and accurately predicting and recording even the moving means. is in providing.

In order to achieve the above object, the user terminal according to an embodiment of the present disclosure acquires location information of a place in a preset time unit through the location sensor when a location sensor, a memory, a display, and a route recording mode are executed. and the obtained location information, storage path and creation time information of the content generated in the place, reproduction path information and reproduction time information of the content reproduced in the place, address information and access to web page content accessed in the place When the visual information is stored in the memory and the record editing mode is executed, the moving path of the user terminal is displayed on the map screen based on the location information stored in the memory, the location where the content is tagged on the map screen, and The content information tagged in the place is displayed on the display, the edited information is stored in the memory according to a user command, and when the record upload mode is executed, the content selected according to the user command among the contents stored in the memory and the related information and a processor for uploading the related information to the blog website.

In addition, the processor calculates the instantaneous speed and the average speed in units of a preset time section in the moving path of the user terminal, determines that the same transportation means is used in the time section in which the difference between the average speeds is less than the threshold speed, and the average speed It is determined that different means of transportation are used in a time section in which the difference is equal to or greater than the threshold speed, and a lower route can be obtained by connecting sections using the same means of transportation.

In addition, the processor identifies a section in which the instantaneous speed increases and then decreases to 0 as a basic section, and the difference between the average speed of the remaining speed sections except for the acceleration/deceleration speed section in the corresponding basic section and the next basic section is the critical speed It can be determined that the same means of transportation was used in a time section that is less than the time interval.

In addition, the processor compares the obtained sub-route with the public transportation route data and if the similarity is greater than or equal to a threshold value, the processor determines that the lower-level route used public transportation, and public transportation in which the similarity with the corresponding sub-route is equal to or greater than the threshold value It can be judged that the public transport on the route was used.

In addition, if the similarity is less than the threshold value, the processor may determine that the corresponding sub-path does not use public transportation, and may determine a moving means corresponding to the corresponding sub-path based on the average speed of the sub-path. .

In addition, when there are a plurality of public transportation routes having the similarity equal to or greater than the threshold value, the processor compares the location information of a point having a speed of 0 in the sub-path with the stop location information of the plurality of public transportation routes, and the comparison result It is possible to determine a route corresponding to the moving route of the user terminal among the plurality of public transportation routes based on the .

In addition, when the similarity is less than the threshold value, if the average speed of the sub-path is similar to the first threshold value, the processor determines that the moving means of the sub-path is walking, and the average speed of the sub-path is the When it is similar to the second threshold value greater than the first threshold value, it is determined that the moving means of the corresponding sub-path is a bicycle, and when the average speed of the corresponding sub-path is similar to a third threshold value greater than the second threshold value, the corresponding sub-path It can be determined that the means of transportation is a private car.

In addition, the processor may display the start time, average speed, model point, predicted movement means, and detailed movement route of the corresponding sub-path on the map screen.

In addition, the processor may provide an editing UI capable of modifying each of a start time, an end time, an average speed, a model point, a predicted movement means, and a detailed movement route of the sub-path displayed on the map screen.

In addition, the processor may obtain at least one of public transportation route information, public transportation information, and self-moving means information corresponding to the corresponding sub-path by inputting information related to the corresponding sub-path into the learned artificial intelligence model.

According to the above-described various embodiments, it is possible to accurately record content created/played/connected in the entire movement path while the user moves, at an accurate time, and even to the moving means.

1 is a block diagram illustrating a configuration of a user terminal according to an embodiment of the present disclosure.
2 is a flowchart schematically illustrating an overall operation of a user terminal according to an embodiment of the present disclosure.
3, 4A, 4B, and 4C are flowcharts illustrating a method for recording/storing content and information according to an embodiment of the present disclosure.
5A and 5C are diagrams for explaining a content and information editing method according to an exemplary embodiment.
6A, 6B, 7, 8A, and 8B are diagrams for explaining a method of displaying and selecting content on a map according to an embodiment of the present disclosure.
9A and 9B, and 10A and 10B are flowcharts for explaining a method of predicting and displaying a means of transportation according to an embodiment of the present disclosure.
11 is a view for explaining a method of editing a moving means according to an embodiment of the present disclosure.
12A to 12B are diagrams for explaining a post upload method according to an embodiment of the present disclosure.

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

Terms used in this specification will be briefly described, and the present disclosure will be described in detail.

Terms used in the embodiments of the present disclosure have been selected as currently widely used general terms as possible while considering the functions in the present disclosure, but this may vary depending on the intention or precedent of a person skilled in the art, the emergence of new technology, etc. . In addition, in specific cases, there are also terms arbitrarily selected by the applicant, and in this case, the meaning will be described in detail in the description of the corresponding disclosure. Therefore, the terms used in the present disclosure should be defined based on the meaning of the term and the contents of the present disclosure, rather than the simple name of the term.

As used herein, expressions such as "first," "second," "first," or "second," can modify various elements, regardless of order and/or importance, and refer to one element. It is used only to distinguish it from other components, and does not limit the components.

In the present disclosure, a "module" or "unit" performs at least one function or operation, and may be implemented as hardware or software, or a combination of hardware and software. In addition, a plurality of “modules” or a plurality of “units” are integrated into at least one module and implemented with at least one processor (not shown) except for “modules” or “units” that need to be implemented with specific hardware. can be

Hereinafter, an embodiment of the present disclosure will be described in more detail with reference to the accompanying drawings.

1 is a block diagram illustrating a configuration of a user terminal according to an embodiment of the present disclosure.

The user terminal 100 according to FIG. 1 includes a position sensor 110 , a memory 120 , a display 130 , a communication interface 140 , a user interface 150 , and a processor 160 .

The user terminal 100 is a terminal possessed by a user, for example, a smart phone, a notebook computer, a tablet PC, a smart TV, a mobile phone, a personal digital assistant (PDA), a laptop, a media player, an e-book terminal, a digital broadcasting terminal, a navigation system, It can be, but is not limited to, MP3 players, digital cameras, home appliances, and other mobile or non-mobile computing devices. Also, the user terminal 100 may be a wearable terminal such as a watch, glasses, a hair band, and a ring having a communication function and a data processing function. The user terminal 100 is not limited to the above.

The location sensor 110 may sense the location of the user terminal 100 . The location sensor 110 may be implemented as a GPS (Global Positioning System) receiver, but is not limited and may be applied as long as it can obtain location information of the user terminal 100 .

The memory 120 may store data necessary for various embodiments of the present disclosure. The memory 120 may include a volatile memory (eg, dynamic RAM (DRAM), static RAM (SRAM), or synchronous dynamic RAM (SDRAM)), a non-volatile memory (eg, one time programmable ROM (OTPROM)). ), programmable ROM (PROM), erasable and programmable ROM (EPROM), electrically erasable and programmable ROM (EEPROM), mask ROM, flash ROM, flash memory (such as NAND flash or NOR flash), hard drive, or solid state It may be implemented as at least one of a drive (solid state drive (SSD)).

According to an embodiment, the memory 120 may store various data, programs, or applications for driving/controlling the user terminal 100 . The memory 120 may store a control program for controlling the user terminal 100 , an application initially provided by a manufacturer or downloaded from the outside, databases, or related data.

The display 130 may be implemented as a display including a self-luminous device or a display including a non-light-emitting device and a backlight. For example, Liquid Crystal Display (LCD), Organic Light Emitting Diodes (OLED) displays, Light Emitting Diodes (LEDs), micro LEDs (micro LEDs), Mini LEDs, Plasma Display Panel (PDP), Quantum dot (QD) displays. , Quantum dot light-emitting diodes (QLEDs) may be implemented in various types of displays. The display 110 may also include a driving circuit, a backlight unit, and the like, which may be implemented in a form such as an a-si TFT, a low temperature poly silicon (LTPS) TFT, or an organic TFT (OTFT).

The communication interface 140 performs communication with various servers. Communication interface 120 is Wi-Fi (Wi-Fi) Zigbee (zigbee), 3G (3rd Generation), 3GPP (3rd Generation Partnership Project), LTE (Long Term Evolution), LTE-A (LTE Advanced), 4G (4th) Generation), may communicate with the management server 200 , the calendar server 10 , and the reminder server 20 according to various wireless communication standards such as 5G (5th Generation).

The user interface 150 may be implemented as a device such as a touch pad, a button, a mouse, and a keyboard, or may be implemented as a touch screen capable of performing the above-described display function and manipulation input function together.

The processor 160 controls the overall operation of the user terminal 100 . The processor 160 may include one or a plurality of processors.

According to an exemplary embodiment, the processor 160 may include a digital signal processor (DSP), a microprocessor (microprocessor), a graphics processing unit (GPU), an artificial intelligence (AI) processor, a neural network (NPU) for processing a digital image signal. Processing Unit), TCON (Time controller), but is not limited thereto, Central processing unit (CPU), MCU (Micro Controller Unit), MPU (micro processing unit), controller (controller), application processor (application processor (AP)), communication processor (communication processor (CP)), may include one or more of an ARM processor, or may be defined by the term.

The processor 160 may control the display 130 to display a UI screen. Here, the UI screen may include a screen for playing various contents such as images, videos, text, music, etc., an application execution screen including various contents, a web browser screen, a graphic user interface (GUI) screen, and the like.

According to an embodiment, the processor 160 may provide a UI screen related to an external device. In this case, the UI screen may be provided through an application that is software directly used by the user on the OS. In this case, the application may be provided in the form of an icon interface on the screen of the display 130 . According to an example, a UI screen provided through an application may provide various information related to a product. Here, the UI screen is a configuration for a user and an interface, and may include an input interface for receiving a user's input and an output interface for displaying information (eg, control information) according to the user's input.

The processor 160 may control a specific operation by executing an application stored in the memory 120 . Here, the application may include an application (hereinafter, a service application) that provides various services according to the present disclosure. The service application may provide a path record mode, a record edit mode and a record upload mode. Hereinafter, at least some functions of the processor 160 may be performed through a service application, but for convenience of description, it will be described as being performed by the processor 160 .

When the path recording mode is executed, the processor 160 acquires location information of a place in a preset time unit through the location sensor 110, and obtains location information, a storage path of content generated in the corresponding place, and creation time information , it is possible to store the reproduction path information and reproduction time information of the content reproduced at the corresponding place, the address information of the web page content accessed from the corresponding place, and the access time information in the memory 120 .

In addition, when the record editing mode is executed, the processor 160 displays the moving path of the user terminal 100 on the map screen based on the location information stored in the memory 120 , and places where the content is tagged on the map screen. And the content information tagged in the place may be displayed on the display 130 , and the edited information may be stored in the memory 120 according to a user command. Here, the processor 160 may provide an editing UI capable of modifying each of the start time, end time, average speed, model point, predicted movement means, and detailed movement route of the sub-path displayed on the map screen. Various UI screens provided in the record editing mode may be provided on the execution screen of the service application.

In addition, when the record upload mode is executed, the processor 160 may upload selected content and related information from among the content and related information stored in the memory 120 according to a user command to the blog website. Here, various UI screens provided in the record upload mode may be provided on the execution screen of the service application.

Here, the blog website is a website where you can freely post columns, diaries, and news articles according to your interests. Saved files can be sent by e-mail. In addition, content-oriented community functions and chatting may be possible.

In addition, the processor 160 calculates the instantaneous speed and the average speed in units of a preset time section in the moving path of the user terminal 100, and determines that the same transportation means is used in the time section in which the difference in the average speed is less than the threshold speed, and , it can be determined that different means of transportation are used in a time section in which the difference in average speed is equal to or greater than the threshold speed. In addition, the processor 160 may obtain a lower route by connecting sections using the same transportation means. Here, the threshold speed may be preset to indicate a speed within an error range generated while using the same transportation means, may be set by a user, or may be automatically set/or updated based on the user's movement history.

In addition, the processor 160 identifies a section in which the instantaneous speed increases and then decreases to 0 as a basic section, and the difference between the average speed of the remaining speed sections except for the acceleration/deceleration speed section in the corresponding basic section and the next basic section is critical. It can be determined that the same means of transportation is used in a time section that is less than the speed. It goes without saying that the meaning that the velocity is 0 may include an error range.

In addition, the processor 160 may compare the obtained sub-route with the public transportation route data, and if the similarity is greater than or equal to a threshold value, it may be determined that the corresponding sub-route uses public transportation. In this case, the processor 160 may determine that a public transportation means of a public transportation route having a similarity greater than or equal to a threshold value in the corresponding sub-path is used.

In addition, if the similarity between the corresponding sub-route and public transportation route data is less than a threshold value, the processor 160 determines that public transportation is not used in the corresponding sub-route, and responds to the corresponding sub-path based on the average speed of the corresponding sub-route The means of transportation can be determined.

In addition, the processor 160 compares the location information of a point with a speed of 0 in the corresponding sub-path with the stop location information of the plurality of public transportation lines when there are a plurality of public transportation routes having a similarity with the corresponding sub-route equal to or greater than a threshold value, and , it is possible to determine a route corresponding to the movement route of the user terminal among a plurality of public transportation routes based on the comparison result. It goes without saying that the meaning that the velocity is 0 may include an error range.

In addition, when the similarity between the corresponding sub-route and public transportation route data is less than the threshold, the processor 160 determines that the moving means of the corresponding sub-path is walking when the average speed of the corresponding sub-path is similar to the first threshold, When the average speed of the sub-path is similar to the second threshold, it is determined that the moving means of the sub-path is a bicycle or a personal mobility (PM) terminal, and the average speed of the sub-path is greater than the second threshold. If the value is similar, it can be determined that the means of transportation of the corresponding sub-path is a private car. Here, the second threshold value may be greater than the first threshold value, and the third threshold value may be greater than the second threshold value. For example, the first threshold value may be determined within an error range based on 4 km/h, the second threshold value may be determined within an error range based on 10 km/h, and the third threshold value may be determined within an error range based on 24 km/h. .

According to another embodiment, the processor 160 may obtain at least one of public transportation route information, public transportation information, and self-moving information corresponding to the sub-path by inputting information related to the sub-path into the learned artificial intelligence model. may be Accordingly, the memory 120 may store information about an artificial intelligence model including a plurality of layers. Here, storing information about the artificial intelligence model means various information related to the operation of the artificial intelligence model, for example, information on a plurality of layers included in the neural network model, parameters used in each of the plurality of layers (for example, It may mean to store information on filter coefficients, bias, etc.). However, it is also possible that the artificial intelligence model is stored in an external server (not shown), and information related to the artificial intelligence model is transmitted to the external server and a related operation is performed in the external server (not shown). Here, the information related to the lower route may include various information related to the lower route, such as average speed information, speed change information, public transportation route data, and stop data of the lower route.

According to another embodiment, the processor 160 may obtain information on a location (or place) preferred by the user in the corresponding sub-path by inputting various information related to the sub-path to the learned artificial intelligence model.

In addition, when the above-described route recording and/or recording editing is completed, the processor 160 may display the start time, average speed, model point, predicted movement means, and detailed movement route of the lower route on the map screen.

2 is a flowchart schematically illustrating an overall operation of a user terminal according to an embodiment of the present disclosure.

According to FIG. 2 , the user terminal 100 stores location information and time information of the user terminal 100 , a storage path of contents such as photos, images, and voices generated in a corresponding period, and storage of reproduced music and images. Website and application content information accessed through the path and URL may be stored together with the access time (S210).

Then, the user terminal 100 may display the stored information and content on the map according to the set event (S220). Here, the preset event may include a user command.

Next, upload content may be selected from among the information and content displayed on the map (S230). Also, the moving means may be predicted during the recording period based on the position and speed data of the user terminal 100 (S230). Also, the content to be uploaded may be edited according to a user command (S250).

Thereafter, information and content selected and/or edited according to a user command may be uploaded as a post on the blog website ( S260 ).

3 is a flowchart illustrating a method for recording/storing content and information according to an embodiment of the present disclosure.

Referring to FIG. 3 , the user terminal 100 may periodically record location information of a place according to a preset event ( S310 ). Here, the preset event may be an event to which a user's recording start command is input, but is not limited thereto. For example, the user terminal 100 may record the longitude and latitude data and the time data acquired through the location sensor 110 at the same time as recording starts every second.

When content (or file) is generated at a specific place while recording is in progress (S320:Y), the content creation path and creation time information are stored in the same row as the time information of the content having the same time information as the corresponding content. can be (S330). Here, the same row may be an address area corresponding to the same row in the memory 120 . However, the present invention is not limited thereto, and if the processor 160 can recognize the same group, the storage method is not stored.

In addition, when the content (or file) is reproduced at a specific place while recording is in progress (S340:Y), the content storage path (or reproduction path) and the reproduction time information are set to the content of the content having the same time information as the corresponding content. It can be stored in the same row as the time information (S350).

In addition, while recording is in progress, when accessing a web page at a specific place (S360: Y), the URL and access time information of the web page are placed on the same line as the time information of the content having the same time information as the web page. It can be stored (S370).

For example, the acquired information in the form of FIGS. 4A, 4B and 4C may be stored.

Meanwhile, the user may end the recording at a desired point. According to an example, since it is inconvenient to have to upload content at the same time as recording ends, the service may be provided in a way that the user saves the file once and edits it later when the user wants it.

According to an example, as shown in FIG. 5A , a menu item 510 that allows the user to add or remove a record of which application to store may be provided.

Also, as shown in FIG. 5B , when a new application for recording is added, a new column 520 for the corresponding application may be added to the storage file. In addition, when an application that does not want to be recorded is deleted, a column for the corresponding application may be deleted from the storage file.

6A, 6B, 7, 8A, and 8B are diagrams for explaining a method of displaying and selecting content on a map according to an embodiment of the present disclosure.

When the record editing mode is executed according to a user command, a map screen as shown in FIGS. 6A and 6B may be displayed based on a file stored in the memory 120 . For example, location information (longitude and latitude information) recorded every second from the recording start time to the recording end time may be displayed on the map, and the entire route connecting the corresponding points may be displayed. A file tagged with a location through the creation time or content through an access URL may be displayed in connection with the location on the map tagged with the corresponding time. The icon on the map is connected to the content path of the storage file, and the content on the path may be displayed for each created or accessed application.

According to an example, when a plurality of consecutive contents are accessed or played while the user terminal 100 is moving (eg, a play list), each content is recorded at the start time, but when displayed on a path, the continuous It may be displayed at a position having an intermediate value between the access time of the first object and the last object of the content. For example, as shown in FIG. 7 , a total of three songs were played from 18:37:51 to 18:44:09, but the representative positions displayed on the map are the playback start time and the last song of the first song in the list. It is 18:39:00, which is the median value of the playback start time of the song, and on the map, an icon indicating that three songs have been played is tagged and displayed at points N 37.54253 and E 126.95251, which are location information of the corresponding time, as shown in FIG. 8A can be When an icon displayed at a position having an intermediate value is selected, all of the corresponding continuous series of content is displayed, and one or a plurality of them may be selected.

Subsequently, as shown in FIG. 8B, a UI for selecting the content to be made into a post among the content (photo, video, voice recording, Internet link, music file) displayed on the map through the recorded file storage path and URL will be provided. can

9A and 9B are flowcharts illustrating a method of predicting and displaying a means of transportation according to an embodiment of the present disclosure.

According to FIG. 9A, the user terminal 100 calls a column in which the location information and time information of the storage file are stored (S905), and calculates an instantaneous speed (for example, an instantaneous speed per second) based on the location information and the time information. can be (S910). Here, a stop section after the speed increase may be defined as a basic section (S915).

The user terminal 100 determines whether the average speed of one basic section and the next basic section is similar (S920). In this case, the average speed of the section excluding the acceleration/deceleration in each basic section can be compared. For example, as shown in FIG. 10A , it is possible to calculate each basic section k, k+1, k+2 and the average speed of the corresponding section.

When the average speed of one basic section and the next basic section is similar (S920:Y), it is determined that the same means of transportation is used in the two sections (S925). In addition, if the average speed of one basic section and the next basic section is not similar (S920:N), it is determined that different means of transportation are used in the two sections (S930). In this case, if the average speed difference between the two is within the threshold error range, it may be determined to be similar, and if it does not fall within the threshold error range, it may be determined to be not similar. For example, as shown in FIG. 10B , if the average speed of portions excluding acceleration/deceleration in each of the basic sections k and k+1 is similar, it may be determined that the same transportation means is used in the two sections. On the other hand, when the average speed of parts except for acceleration/deceleration is different as in k+1 and k+2, it can be determined that different means of transportation are used in the two sections. In addition, when the speed of the two sections is compared, if the speed of the section with the low speed is around 0~8 km/h, it can be determined that the change of means of transportation has occurred because it is considered that the person moved on foot to change the means of transportation.

Next, the user terminal 100 creates a sub-path as a section using the same transportation means (S935), and compares the sub-path using the same transportation means with the public transportation route data (S940).

According to FIG. 9B , if there is route data similar to a lower route among public transportation route data (S945:Y), it is determined that the corresponding lower route used public transportation (S950).

If it is determined that the corresponding sub-path used public transportation (S950), the location information of the point of speed 0 on the corresponding sub-path is compared with the location information of the public transportation stop (or station) (S960). Next, the public transportation route with the most matching public transportation stop is predicted as the user's used route (S965).

On the other hand, if there is no route data similar to the lower route among the public transportation route data (S945:N), it is determined that the corresponding lower route does not use public transportation (S955).

If it is determined that the corresponding sub-path does not use public transportation (S955), it is determined whether the average speed of the corresponding route is similar to the first speed (S970), and if it is determined that it is similar to the first speed (S970: Y), the corresponding It is determined by walking the means of movement of the lower route (S975).

When it is determined that the average speed of the corresponding route is not similar to the first speed (S970:N), it is determined whether the average speed of the corresponding route is similar to the second speed (S980), and when it is determined that the average speed of the corresponding route is similar to the first speed (S980) :Y), it is determined that the moving means of the corresponding sub-path is a bicycle or a PM terminal (S985).

If it is determined that the average speed of the corresponding route is not similar to the second speed (S980:N), it is determined whether the average speed of the corresponding route is similar to the third speed (S990), and when it is determined that the average speed of the corresponding route is similar to the first speed (S990) :Y), it is determined that the moving means of the corresponding sub-path is a private car (S995).

Here, the third speed may be greater than the second speed, and the second speed may be greater than the first speed. For example, the first speed may be 4 km/h, the second speed may be 10 km/h, and the third speed may be 24 km/h, but is not limited thereto.

For example, it is assumed that the user uses a sub-path as shown in FIGS. 10B and 10C. In this case, the location data of each sub-route is compared with the public transportation route and bus stop/stop data. If there is route data similar to the location data of each sub-route among the public transportation route data, it is determined that the corresponding section used the transportation means of the corresponding route. If there is one or more types of public transportation having similar location data, the type and route of public transportation are determined by comparing the location information of the point where the speed becomes 0 among the corresponding sub-paths and the stop data of the public transportation. If there is no similar public transportation route data in the location data of the sub-route, it may be determined that the route-independent means such as walking, bicycle or PM terminal, private car or taxi is used. In this case, if the average speed of the sub-path is close to 4 km/h, it can be determined that walking, when it is close to 10 km/h, it is bicycle/PM, and when it is close to 24 km/h, it can be determined that the vehicle is used.

Thereafter, the user terminal 100 may display the average speed, the model point, the predicted transportation means and the route of each sub-path on the map (S1000).

11 is a view for explaining a method of editing a moving means according to an embodiment of the present disclosure.

11 , each sub-path divided from the entire path may be displayed in a different color. In addition, the start time, end time, average speed, expected transportation means, and detailed route information of each subsection may be displayed. In addition, since the predicted moving means and the actually used means may be different, a UI for directly editing the corresponding content may be provided.

12A to 12B are diagrams for explaining a post upload method according to an embodiment of the present disclosure.

According to FIG. 12A , routes for each means of transportation created and/or edited according to the above-described various embodiments are displayed on the left map, and on the right side, contents created and/or edited according to the above-described various embodiments and corresponding mentions are displayed on the right side. (Mention) may be provided for editing. A point on the left map and the edited content on the right may be connected with a symbol to identify each other. In this case, a music file that cannot be directly uploaded due to a copyright problem may be displayed so that information on the music file can be searched for on a music streaming site.

According to FIG. 12B , a UI screen for setting the public state and other settings of the created content and a UI screen for setting a tag related to the entire content may be provided.

According to FIG. 12C , the entire written post may be saved as a PDF.

According to the various embodiments described above, not only the file (photo, video, etc.) produced directly by combining the location information through a separate file using the time information during recording, not the location information recorded in the photo, but also the file (photo, video, etc.) It becomes possible to automatically record the played music, video, and even a page accessed through a URL, and display it in a specific place on the route.

In addition, by analyzing the location information of the moving route and the state of moving and stopping, and comparing the information with the actual public transportation route and stop/station information, it is possible to automatically predict what type of transportation actually moved.

Accordingly, while the user moves, content created/played/connected on the moving path can be recorded at an accurate time, and even the moving means can be accurately recorded.

The above-described methods according to various embodiments of the present disclosure may be implemented only by software upgrades or hardware upgrades for existing user terminals and servers.

In addition, various embodiments of the present disclosure described above may be performed through an embedded server provided in a user terminal or an external server of at least one of the user terminal.

Meanwhile, according to an embodiment of the present disclosure, the various embodiments described above may be implemented as software including instructions stored in a machine-readable storage media readable by a machine (eg, a computer). A device is a device capable of calling a stored instruction from a storage medium and operating according to the called instruction, and may include a user terminal according to the disclosed embodiments. When the instruction is executed by the processor, the processor directly , or other components under the control of the processor to perform a function corresponding to the instruction. The instruction may include code generated or executed by a compiler or interpreter. The machine-readable storage medium includes: It may be provided in the form of a non-transitory storage medium, where 'non-transitory storage medium' means a tangible device and does not contain a signal (eg, electromagnetic wave). However, this term does not distinguish between a case in which data is semi-permanently stored in a storage medium and a case in which data is temporarily stored, for example, a 'non-transitory storage medium' may include a buffer in which data is temporarily stored.

In addition, each of the components (eg, a module or a program) according to the above-described various embodiments may be composed of a single or a plurality of entities, and some sub-components of the aforementioned sub-components may be omitted, or other sub-components may be omitted. Components may be further included in various embodiments. Alternatively or additionally, some components (eg, a module or a program) may be integrated into a single entity to perform the same or similar functions performed by each corresponding component prior to integration. According to various embodiments, operations performed by a module, program, or other component may be sequentially, parallelly, repetitively or heuristically executed, or at least some operations may be executed in a different order, omitted, or other operations may be added. can

In the above, preferred embodiments of the present disclosure have been illustrated and described, but the present disclosure is not limited to the specific embodiments described above, and is commonly used in the technical field pertaining to the present disclosure without departing from the gist of the present disclosure as claimed in the claims. Various modifications may be made by those having the knowledge of

100: user terminal 110: position sensor
120: memory 130: display
140: communication interface 150: user interface
160: processor

Claims (10)

In the user terminal,
position sensor;
Memory;
display; and
When the path recording mode is executed, the location information of the place is acquired in a preset time unit through the location sensor, and the obtained location information, the storage path and creation time information of the content generated in the place, and the information played back in the place storing the reproduction path information and reproduction time information of the content, address information and access time information of the web page content accessed at the location in the memory;
When the record editing mode is executed, the movement path of the user terminal is displayed on the map screen based on the location information stored in the memory, and the location where the content is tagged and the content information tagged with the location on the map screen are displayed on the map screen. display on the display and store the edited information according to a user command in the memory;
When the record upload mode is executed, the processor for uploading the selected content and related information according to a user command among the contents and related information stored in the memory to the blog website; User terminal comprising a. According to claim 1,
The processor is
Instantaneous speed and average speed are calculated in units of preset time sections in the movement path of the user terminal, and it is determined that the same transportation means is used in a time section in which the difference in average speed is less than the threshold speed, and the difference in average speed is the threshold speed A user terminal that determines that a different transportation means is used in the above time section, and obtains a lower route by connecting the sections using the same transportation means. 3. The method of claim 2,
The processor is
The section where the instantaneous speed increases and then the speed decreases to 0 is identified as the basic section, and the difference between the average speed of the remaining speed sections excluding the acceleration/deceleration speed section within the basic section and the next basic section is less than the critical speed in the time section. The user terminal, which is judged to have been used by means 3. The method of claim 2,
The processor is
If the obtained sub-route is compared with the public transportation route data and the similarity is greater than or equal to a threshold, it is determined that the corresponding sub-route used public transportation, and the public transportation means of the public transportation route in which the similarity with the corresponding sub-route is greater than or equal to the threshold is selected. A user terminal that is determined to be used. 5. The method of claim 4,
The processor is
If the degree of similarity is less than the threshold, it is determined that the corresponding sub-path does not use public transportation, and the moving means corresponding to the corresponding sub-path is determined based on the average speed of the corresponding sub-path. 5. The method of claim 4,
The processor is
When there are a plurality of public transport routes having the similarity equal to or greater than the threshold, location information of a point having a speed of 0 in the lower route is compared with stop location information of the plurality of public transportation routes, and based on the comparison result, the plurality of public transportation routes are compared. A user terminal for determining a route corresponding to the movement route of the user terminal among public transportation routes. 5. The method of claim 4,
The processor is
If the similarity is less than the threshold, if the average speed of the sub-path is similar to the first threshold, it is determined that the moving means of the sub-path is walking,
If the average speed of the sub-path is similar to a second threshold greater than the first threshold, it is determined that the moving means of the sub-path is a bicycle or a personal mobility (PM) terminal,
When the average speed of the sub-path is similar to a third threshold greater than the second threshold, it is determined that the moving means of the sub-path is a private car. 5. The method of claim 4,
The processor is
A user terminal that displays the start time, average speed, model point, predicted movement means, and detailed movement route of the corresponding sub-path on the map screen. 9. The method of claim 8,
The processor is
A user terminal that provides an editing UI capable of modifying each of the start time, end time, average speed, model point, predicted movement means, and detailed movement route of the sub-path displayed on the map screen. 5. The method of claim 4,
The processor is
A user terminal for obtaining at least one of public transportation route information, public transportation information, and self-moving means information corresponding to the corresponding sub-path by inputting information related to the corresponding sub-path into the learned artificial intelligence model.

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