KR20210078043A - Device and system for providing pet walking trail recommendation service - Google Patents

Abstract

The present invention relates to a pet walk trail recommendation service providing apparatus. The pet walk trail recommendation service providing apparatus includes: a collection part collecting condition information of a pet and current position information of a user using pet walk trail recommendation content; a providing part providing the pet walk trail recommendation content to a user terminal; a user input receiving part receiving user input information selecting at least one of a plurality of pieces of content included in the pet walk trail recommendation content from the user terminal; a data storage part interconnecting and storing information of a plurality of users using the pet walk trail recommendation content with pet information; and a recommendation part recommending the pet walk trail considering the condition information and the position information. Therefore, the present invention is capable of assisting communication between pets.

Description

Apparatus and system for providing companion animal walking path recommendation service {DEVICE AND SYSTEM FOR PROVIDING PET WALKING TRAIL RECOMMENDATION SERVICE}

The present application relates to an apparatus and system for providing a companion animal walking route recommendation service.

Recently, the number of people who support pets is increasing, and the demand for pet support is increasing explosively due to the influence of the nuclear family or the increase of single-person households in society. In particular, animals such as dogs and cats are called companion animals because they share emotions with humans and form a deep attachment relationship.

Since most companion animals live only indoors, the amount of exercise is significantly insufficient, and due to lack of exercise, companion animals not only receive stress, but also have problems that can lead to obesity and damage their health.

In addition, walking courses suitable for walking companion animals are very limited, and it may be difficult for a caregiver of companion animals to determine an appropriate walking course in consideration of the type, breed, health information, etc.

The background technology of the present application is disclosed in Korean Patent Application Laid-Open No. 10-2019-0050427.

The present application is to solve the problems of the prior art described above, and provides a recommended walking route for companion animals based on the user's location information (residence, current location, etc.), and when the guardian of the companion animal cannot take a walk directly, An object of the present invention is to provide an apparatus for providing a companion animal walking route recommendation service that can match a companion animal with a walking agent and provide a predetermined reward to the agent.

The present application is intended to solve the problems of the prior art described above, and to provide a companion animal walking route recommendation service providing device that can provide information on convenient facilities such as cafes and restaurants where companion animals can be accompanied in connection with the recommended walking route. aim to

However, the technical problems to be achieved by the embodiments of the present application are not limited to the technical problems as described above, and other technical problems may exist.

As a technical means for achieving the above technical problem, according to an embodiment of the present application, an apparatus for providing a companion animal walking route recommendation service provides status information of a companion animal and current location information of a user who uses the companion animal walking route recommendation content User input information for selecting at least one of a plurality of contents included in the companion animal walking path recommendation content from the user terminal, a collecting unit collecting the information, a providing unit providing the companion animal walking path recommendation content to a user terminal, and the user terminal A user input receiving unit that receives the companion animal walking route recommendation content, a data storage unit that stores information of a plurality of users in association with companion animal information, and the companion animal walking path in consideration of the state information and the location information It may include a recommendation unit that recommends .

In addition, the providing unit may provide information of a plurality of users existing within a preset radius based on the location information of the first user provided from the user terminal when the request for a walk by proxy is received.

In addition, the companion animal walking route recommendation content may include chatting content and walking matching reservation content, and mutual communication between a plurality of users using the companion animal walking route recommendation content may be supported.

In addition, the companion animal walking path recommendation service providing apparatus further includes a generator for generating walking history information by linking the walking path and the state information, wherein the recommendation unit further considers the walking history information to take the companion animal walking route can be recommended.

Also, when the user accompanies a plurality of companion animals, the recommendation unit may recommend a companion animal walking route in consideration of state information collected from the plurality of companion animal wearable devices.

Also, the recommendation unit may recommend a companion animal walking route in consideration of the user's health state information provided from the user terminal and environment information received from an external server.

Also, the recommendation unit may recommend information on convenience facilities that allow companion animals to accompany them in consideration of the location information.

According to an embodiment of the present application, the companion animal walking route recommendation service providing system provides a wearable device for companion animals that collects status information of companion animals, and a user providing current location information of a user who uses companion animal walking route recommendation content A companion animal walking route that stores the location information and companion animal information of a plurality of users who use the terminal and the companion animal walking route recommendation content in association, and recommends the companion animal walking route in consideration of the state information and the location information It may include a recommendation service providing device.

In addition, the companion animal walking route recommendation service providing apparatus, upon receiving a proxy walking request, provides information of a plurality of users existing within a preset radius based on the location information of the first user provided from the user terminal. can

In addition, the companion animal walking path recommendation service providing apparatus may generate walking history information by linking the walking path and the state information, and recommend the companion animal walking path based on the walking history information.

Also, when the user accompanies a plurality of companion animals, the companion animal walking route recommendation service providing apparatus may recommend a companion animal walking route in consideration of state information collected from a plurality of companion animal wearable devices.

Also, the companion animal walking route recommendation service providing apparatus may recommend a companion animal walking route in consideration of the user's health state information provided from the user terminal and environment information received from an external server.

The above-described problem solving means are merely exemplary, and should not be construed as limiting the present application. In addition to the exemplary embodiments described above, additional embodiments may exist in the drawings and detailed description.

According to the above-described problem solving means of the present application, by providing a more appropriate recommended route and travel route according to the user's current location and conditions such as weather to promote a smooth travel and walk of the user, and by providing information about other companion animal guardians nearby It has the effect of assisting communication between companion animals.

According to the above-described problem solving means of the present application, it is possible to prevent an emergency situation by checking the health condition of the companion animal using the wearable device.

However, the effects obtainable herein are not limited to the above-described effects, and other effects may exist.

1 is a schematic configuration diagram of a companion animal walking path recommendation service providing system according to an embodiment of the present application.
2 is a schematic block diagram of an apparatus for providing a companion animal walking route recommendation service according to an embodiment of the present application.
3 is a flowchart illustrating a method for providing a companion animal walking route recommendation service according to an embodiment of the present application.

Hereinafter, embodiments of the present application will be described in detail with reference to the accompanying drawings so that those of ordinary skill in the art to which the present application pertains can easily implement them. However, the present application may be embodied in several different forms and is not limited to the embodiments described herein. And in order to clearly explain the present application in the drawings, parts irrelevant to the description are omitted, and similar reference numerals are attached to similar parts throughout the specification.

Throughout this specification, when a part is "connected" with another part, it is not only "directly connected" but also "electrically connected" or "indirectly connected" with another element interposed therebetween. "Including cases where

Throughout this specification, when it is said that a member is positioned "on", "on", "on", "under", "under", or "under" another member, this means that a member is positioned on the other member. It includes not only the case where they are in contact, but also the case where another member exists between two members.

Throughout this specification, when a part "includes" a component, it means that other components may be further included, rather than excluding other components, unless otherwise stated.

1 is a schematic configuration diagram of a companion animal walking route recommendation service providing system according to an embodiment of the present application.

Referring to FIG. 1 , the companion animal walking route recommendation service providing system 1 may include a companion animal walking route recommendation service providing apparatus 10 , a user terminal 20 , and a wearable device 30 for companion animals. However, the configuration of the companion animal walking route recommendation service providing system 1 is not limited thereto. For example, the companion animal walking route recommendation service providing system 1 may collect weather information, road condition information, and business information of convenience facilities from an external server (not shown) through a network.

According to an embodiment of the present application, the companion animal walking route recommendation service providing apparatus 10 may receive the user's current location information from the user terminal 20 . Also, the companion animal walking route recommendation service providing apparatus 10 may receive status information of the companion animal from the wearable device 30 for the companion animal. Also, the companion animal walking route recommendation service providing apparatus 10 may provide companion animal walking route recommendation content to the user terminal 20 . Also, the companion animal walking route recommendation service providing apparatus 10 may receive content request information for selecting at least one of a plurality of contents included in the companion animal walking route recommendation content from the user terminal 20 . Also, the companion animal walking route recommendation service providing apparatus 10 may store the companion animal information and location information of a plurality of users who use the companion animal walking route recommendation content in association. Also, the companion animal walking path recommendation service providing apparatus 10 may recommend a companion animal walking path in consideration of the state information and location information. Also, the companion animal walking route recommendation service providing apparatus 10 may manage member information of a user who wants to use the companion animal walking route recommendation content. The companion animal walking route recommendation service providing apparatus 10 may link the user terminal 20 and the wearable device for companion animals to generate member information of the user.

According to an exemplary embodiment of the present application, the companion animal walking route recommendation service device 10 is a content for registering information of companion animals and companion animal caregivers (users) with the user terminal 20 using the companion animal walking route recommendation content. can provide The companion animal walking route recommendation service apparatus 10 may receive, from the user terminal 20, user input information corresponding to a plurality of items included in content for registering information of companion animals and companion animal caregivers (users). . The companion animal walking path recommendation service apparatus 10 may store information of the companion animal and its caregiver (user) in the database based on the identification information of the user terminal 20 based on user input information.

In addition, the companion animal walking route recommendation service apparatus 10 may collect current location information of the user from the user terminal 20 and collect status information of the companion animal from the wearable device 30 for companion animals. The companion animal walking path recommendation service apparatus 10 may recommend a companion animal walking path in consideration of the user's current location information and state information. In addition, the companion animal walking route recommendation service device 10 may provide a comprehensive recommended travel route generated in consideration of both the user and the companion animal when accompanying the companion animal as well as the walking route around the user's residence. .

In addition, the companion animal walking route recommendation service apparatus 10 may link and store the location information and companion animal information of a plurality of users into a database. Also, the companion animal walking path recommendation service apparatus 10 may provide information of other adjacent companion animal guardians based on location information of a specific user. In addition, the companion animal walking route recommendation service device 10 may provide companion animal walking route recommendation content including a chat function, a walking matching reservation function, etc. to the user terminal 20, and support mutual communication between a plurality of users. have.

Also, the companion animal walking path recommendation service apparatus 10 may generate walking history information including the state, behavior pattern, activity amount, and the like of the companion animal during a walk. Also, the companion animal walking path recommendation service apparatus 10 may manage walking history information divided by date.

In addition, the companion animal walking route recommendation service apparatus 10 collects state information including health data of the companion animal through the wearable device 30 for the companion animal, checks the health state of the companion animal, and according to the current state You can create emergency information or recommend walking routes and walking times.

According to an embodiment of the present application, the user terminal 20 may be a terminal of a user using the companion animal walking route recommendation content. The user terminal 20 may provide the user's location information to the companion animal walking route recommendation service providing apparatus 10 . The location information may be GPS information, but is not limited thereto. As another example, the location information may be latitude and longitude information. In addition, the location information may include address information and location coordinates in a form different from the latitude and longitude information. In addition, the user terminal 20 outputs the companion animal walking route recommendation content provided by the companion animal walking route recommendation service providing apparatus 10, and displays input information of the user who has selected at least one of the plurality of contents as the companion animal. It may be provided by the walking path recommendation service providing apparatus 10 .

Meanwhile, although one user terminal 20 is illustrated in the drawing, the user terminal 20 may include a plurality of user terminals using the companion animal walking route recommendation content. In other words, the companion animal walking route recommendation service providing apparatus 10 may obtain the user's current location information from the plurality of user terminals 20 . In addition, the user terminal 20 provides companion animal walking route recommendation service with companion animal registration information including breed, weight, gender, neutering, pregnancy status, companion animal registration number, companion animal name, guardian number, etc. It can be provided by the device 10 .

According to an embodiment of the present application, the wearable device 30 for companion animals may collect status information of the companion animal. For example, the status information of the companion animal may include health status information and activity amount information. The wearable device 30 for companion animals may be a device that is worn on a part of the torso of the companion animal and collects state information. In addition, the wearable device 30 for companion animals may be fixed to the collar of the companion animal to collect status information of the companion animal. The wearable device 30 for companion animals may provide the state information collected through the network to the companion animal walking route recommendation service providing apparatus 10 and the user terminal 20 .

Also, the wearable device 30 for companion animals may include a GPS. In addition, the wearable device 30 for companion animals may measure (collect) movement distance, sleep cycle, activity amount, exercise amount, sleep time, calories consumed, and the like. The wearable device 30 for companion animals may acquire a cry (eg, barking sound) of the companion animal. In addition, the wearable device for companion animals 30 stores companion animal registration information including breed, weight, gender, neutering, pregnancy status, companion animal registration number, name of companion animal, guardian number, etc. It may be provided to the recommendation service providing apparatus 10 and the user terminal 20 .

Also, the wearable device 30 for companion animals may include a plurality of sensors. For example, the plurality of sensors may include a detection sensor, an acceleration sensor, a gyro sensor, and the like. The wearable device 30 for companion animals may collect status information of companion animals based on information (signals) collected from a plurality of sensors.

According to an embodiment of the present application, the companion animal walking route recommendation service providing apparatus 10 uses the information on the cry of a companion animal provided from the wearable device 30 for companion animals through artificial intelligence learning to provide stability, anxiety, anger, and sadness. , happiness can predict a companion animal's mood. The companion animal walking path recommendation service providing apparatus 10 may recommend a companion animal walking path in consideration of the predicted mood of the companion animal.

According to an embodiment of the present disclosure, the companion animal walking route recommendation service providing apparatus 10 may provide companion animal walking route recommendation content to the user terminal 20 . For example, the user terminal 20 may download and install an application program provided by the companion animal walking route recommendation service providing apparatus 10 , and the companion animal walking route recommendation content may be provided through the installed application.

The companion animal walking route recommendation service providing apparatus 10 transmits/receives data, content, and various communication signals to and from the user terminal 20 and the wearable device 30 for companion animals through a network, and provides all data storage and processing functions. It may include a kind of server, terminal, or device.

The user terminal 20 is a device that interworks with the companion animal walking route recommendation service providing apparatus 10 through a network, for example, a smart phone, a smart pad, a tablet PC, a wearable device, etc. (Personal Communication System), GSM (Global System for Mobile communication), PDC (Personal Digital Cellular), PHS (Personal Handyphone System), PDA (Personal Digital Assistant), IMT (International Mobile Telecommunication)-2000, CDMA (Code Division Multiple) Access)-2000, W-CDMA (W-Code Division Multiple Access), Wibro (Wireless Broadband Internet) terminals, such as all kinds of wireless communication devices, and may be fixed terminals such as desktop computers and smart TVs.

As an example of a network for sharing information between the companion animal walking route recommendation service providing apparatus 10 , the user terminal 20 and the wearable device 30 for companion animals, a 3rd Generation Partnership Project (3GPP) network, Long Term Evolution (LTE) ) network, 5G network, WIMAX (World Interoperability for Microwave Access) network, wired and wireless Internet (Internet), LAN (Local Area Network), Wireless LAN (Wireless Local Area Network), WAN (Wide Area Network), PAN (Personal Area Network) ), Bluetooth (Bluetooth) network, Wifi network, NFC (Near Field Communication) network, satellite broadcasting network, analog broadcasting network, DMB (Digital Multimedia Broadcasting) network, etc. may be included, but is not limited thereto.

2 is a schematic block diagram of an apparatus for providing a companion animal walking route recommendation service according to an embodiment of the present application.

Referring to FIG. 2 , the companion animal walking route recommendation service providing apparatus 10 includes a collecting unit 11 , a providing unit 12 , a user input receiving unit 13 , a data storage unit 14 , a recommending unit 15 and A generator 16 may be included. However, the configuration of the companion animal walking path recommendation service providing apparatus 10 is not limited thereto.

According to an embodiment of the present application, the collection unit 11 may collect status information of the companion animal and current location information of the user. In other words, the collection unit 11 may receive status information of the companion animal from the wearable device 30 for the companion animal. For example, the status information of the companion animal may include health status information, activity amount information, moving distance, sleep cycle, activity amount, exercise amount, sleep time, calories consumed, and the like. In addition, the collection unit 11 registers the companion animal including the breed, weight, gender, neutering, pregnancy status, companion animal registration number, name of the companion animal, guardian number, etc. of the companion animal from the wearable device 30 for the companion animal. information can be provided. Also, the collection unit 11 may acquire current location information of the companion animal from the wearable device 30 for the companion animal.

Also, the collection unit 11 may collect current location information of a user who uses the companion animal walking route recommendation content. The collection unit 11 may receive the user's current location information from the user terminal 20 . Also, the collection unit 11 may receive the user's current location information from the wearable device worn by the user. The wearable device worn by the user may refer to a computer in a form that the user can wear, such as glasses, a watch, and clothes. The collection unit 11 may collect the current location information of the user from the user terminal 20 or the wearable device worn by the user in order to accurately collect the current location information of the user who uses the companion animal walking route recommendation content. The collecting unit 11 collects the user's current location information from the user terminal 20 and the wearable device worn by the user, and the generating unit 16 compares the user's current location information, thereby accurately identifying the user's current location can do.

Also, the collection unit 11 may collect location information of the user terminal 20 while walking, and collect status information of the companion animal from the wearable device 30 for the companion animal. In other words, the collection unit 11 collects the location information of the user terminal 20 in real time or every preset period (eg, 30 seconds), and the state information of the companion animal from the wearable device 30 for the companion animal. can be collected.

According to an embodiment of the present application, the providing unit 12 may provide the companion animal walking route recommendation content to the user terminal 20 . In other words, the providing unit 12 may provide the companion animal walking route recommendation content through the application installed in the user terminal 20 . For example, the companion animal walking path recommendation content may include chatting content and walking matching reservation content. In addition, the companion animal walking route recommendation content may include content for collecting information on companion animals, walking route recommendation content, convenience facility provision content, and the like. For example, the walk matching reservation content may be content that provides a service for matching the companion animal with an agent to take a walk when the guardian (user) of the companion animal cannot take a walk directly. Also, the companion animal walking path recommendation content may include agent evaluation content. The agent evaluation content may include items for evaluating the companion animal and the agent to take a walk.

In addition, the companion animal walking route recommendation content may support mutual communication between a plurality of users who use the companion animal walking route recommendation content. For example, a plurality of users who download and use companion animal walking path recommendation content to the user terminal 20 use chat content and walking matching reservation content provided by the companion animal walking path recommendation content to communicate between a plurality of users. communication can be carried out.

Also, the providing unit 12 may provide items for collecting information on companion animals to the user terminal 20 . Items for collecting information on companion animals may include birthplace, date of birth, birth status, breed, weight, gender, neutering, pregnancy status, companion animal registration number, companion animal name, guardian number, and the like. The user may provide information on the companion animal through the user terminal 20 based on items for collecting information on the companion animal provided by the provider 12 .

In addition, when receiving the proxy walking request, the providing unit 12 may provide information of a plurality of users existing within a preset radius based on the location information of the first user provided from the user terminal 20 . For example, when the provision unit 12 receives a request for a walk by proxy from the user input receiving unit 13 , a plurality of users existing within a preset radius based on the location information of the user terminal 20 that has selected the request for a walk by proxy information can be provided. The preset radius may be an area within a preset radius centered on a location corresponding to the location information provided from the user terminal 20 . Exemplarily, the preset radius may be in the form of a circle having a constant radius such as 100m, 300m, 500m, etc. with a center on the location corresponding to the location information of the first user. In addition, the information of the plurality of users may be information including user information, the breed of the companion animal, the registration number of the companion animal, the name of the companion animal, and the like. The providing unit 12 provides information of a plurality of users, so that, when the guardian (user) of the companion animal cannot take a walk directly, it is possible to directly select an agent to walk with the companion animal.

In addition, the providing unit 12 receives a request for a surrogate walk, that is, when the user input information received from the user input receiving unit 13 is a walk matching reservation content, information of a user who can perform a plurality of surrogate walks can provide In this case, the providing unit 12 may provide information of a user who can perform a proxy walk, but preferentially provide information of a user with a high rating (preference) score. The rating (preference) score may be generated based on information collected from the agent rating content item. A rating (preference) score may be generated based on a score provided by a user who has requested a proxy walk from the corresponding agent.

In addition, the providing unit 12 may grant a predetermined reward to the agent when the walking matching reservation is made. The provider 12 may grant a reward requested for payment by the user who requested matching to the agent, and reflect the reward in the rating (preference) score.

According to an embodiment of the present disclosure, the user input receiving unit 13 may receive user input information for selecting at least one of a plurality of contents included in the companion animal walking path recommendation contents from the user terminal 20 . The plurality of contents may include chatting contents, walking matching reservation contents, contents for collecting information of companion animals, contents for recommending walking paths, contents providing convenience facilities, and the like. However, the plurality of contents is not limited thereto. For example, when the user input receiving unit 13 receives user input information for selecting the walking matching reservation content from the first user terminal, the providing unit 12 may provide the walking matching reservation content to the first user terminal. .

According to an embodiment of the present application, the data storage unit 14 may store companion animal information and information of a plurality of users who use companion animal walking route recommendation content. In other words, the data storage unit 14 may store the identification information of the user terminal 20 and the identification information of the wearable device 30 for companion animals in association with the database. For example, the data storage unit 14 may store the identification information of the first wearable device for companion animals 30 in association with the identification information of the first user terminal 20 in the database. In addition, when the first user raises a plurality of companion animals, the data storage unit 14 links the identification information of the plurality of wearable devices 30 for companion animals to the identification information of the first user terminal 20 in the database. can be saved

For example, the data storage unit 14 is based on the identification information of the user terminal 20, the companion animal's birthplace, date of birth, birth state, breed, weight, gender, neutering, pregnancy status, companion animal registration number, companion animal The name of the animal and identification information of the wearable device 30 for companion animals may be stored in the database. Also, the data storage unit 14 may store state information collected from the wearable device 30 for companion animals in a database based on the identification information of the user terminal 20 .

In addition, the data storage unit 14 stores various information collected from the user terminal 20 and the companion animal wearable device 30, such as a walking path, a walking time required, an activity amount of a companion animal, and an activity amount of a user, on today's date (that is, Based on the date of the collected information), it can be stored in the database.

In addition, the data providing unit 12 may provide a walking diary stored based on the date to the user terminal 20 . The user may be provided with the corresponding walking log in the form of a GUI later. Also, the recommendation unit 15 may recommend a walking path for the companion animal in consideration of the stored walking diary based on the date.

According to an embodiment of the present application, the recommendation unit 15 may recommend a companion animal walking route in consideration of the state information and the location information. The companion animal walking path may include information related to the regional walking course, the length of the walking course, the time required to complete the walking course, the amount of pet activity at the time of completing the walking course, and the characteristics of each section of each walking course. .

Also, when the user accompanies a plurality of companion animals, the recommendation unit 15 may recommend a companion animal walking route in consideration of state information collected from the plurality of companion animal wearable devices. For example, when the user accompanies a plurality of companion animals, the recommendation unit 15 may recommend a companion animal walking route in consideration of the breed information of the companion animal. For example, the breed of the companion animal may mean a puppy (dog), a cat, or the like. When the user accompanies a plurality of companion animals, the recommendation unit 15 may receive user input information for selecting a companion animal to take a walk with priority from the user input receiving unit 13 . The recommendation unit 15 may recommend a companion animal walking route in consideration of user input information and state information.

Also, when the user accompanies a plurality of companion animals, the recommendation unit 15 may recommend a companion animal walking path in consideration of the activity amount of the companion animal. For example, when the breed of the companion animal is a dog (dog), the first dog is an old dog, and the second dog is a pet dog, the recommendation unit 15 gives priority to the state information of the first dog, and the walking path of the companion animal can recommend In addition, the recommendation unit 15 provides a walk matching reservation content to the user terminal 20 when the user accompanies a plurality of companion animals and it is determined that the activity amount of any one companion animal among the plurality of companion animals is insufficient. can For example, the recommendation unit 15 prioritizes the state information of the first dog (old dog) and recommends a walking route for the companion animal, but when it is determined that the activity amount of the second dog (pet dog) is insufficient, the second dog It is possible to provide a walk matching reservation content, which is content for matching an agent to walk with, to the user terminal 20 . When the user accompanies a plurality of companion animals, the recommendation unit 15 may provide a walking path suitable for the plurality of companion animals by recommending a walking path and a walking time to each companion animal in consideration of various situations.

Also, the recommendation unit 15 may recommend a companion animal walking route in consideration of the user's health status information provided from the user terminal 20 and environment information received from an external server. For example, the collection unit 11 may collect the user's health state information from a health application installed in the user terminal 20 . Also, the collection unit 11 may collect the user's biometric information from the wearable device worn by the user. Also, the collection unit 11 may collect the user's health status and biometric information from an external server. Here, the external server may include a hospital server and a public institution server. For example, the health state information may include information that can be acquired by the user terminal 20, such as the user's activity amount, steps, water intake, blood type, and disease. In addition, the biometric information may include at least one of heart rate information, respiratory rate information, pupil size information, blood oxygen concentration information, blood pressure information, pulse information, body temperature information, electrocardiogram information, blood flow image information, and body composition analysis information. The recommendation unit 15 may recommend a companion animal walking route in consideration of the user's health state information and biometric information collected by the collection unit 11 .

Also, the collection unit 11 may recommend a companion animal walking route in consideration of the environmental information collected from the external server. Here, the external server, as a meteorological agency server, may be a server that provides information related to the current external environment. The recommendation unit 15 may recommend a companion animal walking route in consideration of weather, temperature, fine dust concentration, etc. provided from an external server. Also, the external server may be a server that provides road information. The collection unit 11 may acquire status information of the trail from an external server that provides road information. The recommendation unit 15 may recommend a companion animal walking path based on the status information of the walking path collected by the collection unit 11 . The recommendation unit 15 may determine that the walking path state information is a walking possible state or a walking impossible state, and recommend a companion animal walking path. In other words, the recommendation unit 15 may recommend a companion animal walking path suitable for the companion animal and the user in consideration of at least one of the user's health condition, current external environment information, companion animal condition information, and road condition information. .

In addition, the recommendation unit 15 may recommend information on convenience facilities that allow companion animals to accompany in consideration of location information. For example, the convenience facility information may include information on cafes, restaurants, and accommodation companies that allow companion animals. In other words, the convenience facility information may be a place where companion animals are allowed. The recommendation unit 15 may recommend information on convenience facilities that allow companion animals to accompany in consideration of the user's location information provided from the user terminal 20 . In addition, the recommendation unit 15 may recommend information on convenient facilities that allow companion animals in consideration of the user's selected location information received from the user input receiving unit 13 . In other words, the recommendation unit 15 may recommend information on convenience facilities that allow companion animals to accompany them based on location information where the user is currently located. Also, the recommendation unit 15 may recommend information on convenience facilities that allow companion animals to accompany them based on specific location information (eg, region) selected by the user. At this time, the recommendation unit 15 provides convenience facility information to the user terminal 20 through the providing unit 12 , but the convenience facility information includes information related to the location of the store, business hours, and types of companion animals that can be accompanied. may include. The recommendation unit 15 may recommend a plurality of convenient facility information. The providing unit 12 provides a plurality of convenient facility information recommended by the recommendation unit 15 to the user terminal 20, and the user input receiving unit 13 provides at least one convenient facility information among the plurality of convenient facility information. Selected user input information may be received. The recommendation unit 15 may provide detailed information of a corresponding convenience facility based on user input information.

In addition, when the user input information received by the user input receiving unit 13 is a walk matching reservation content, the recommendation unit 15 provides information on a plurality of users who can perform a proxy walk (eg, the type of companion animal of the agent). , size, experience, gender, age, etc.) and the status information of companion animals, a representative can be recommended. Illustratively, the recommendation unit 15 determines that the type of companion animal (eg, dog) of the first user (the user who requested a reservation for walking matching) and the type of companion animal of the agent (eg, dog) are within a similar range ( For example, in the case of the same type, similar size, etc.), the representative can be recommended. In addition, the recommendation unit 15 determines the health status information of the first user (eg, high blood pressure patient) and the type of companion animal (eg, small dog) with the agent's health status information (eg, high blood pressure patient) and If the type of companion animal (eg, medium-sized dog) is similar, a representative may be recommended. The providing unit 12 may provide a plurality of agent information recommended by the recommendation unit 15 to the user terminal 20 and perform a walk matching reservation based on the user's input information.

In addition, the recommendation unit 15 considers the location information of the user terminal 20 and the status information of the companion animal of the wearable device 30 for companion animals, which are collected in real time or every preset period (eg, 30 seconds) Thus, the walking route can be re-recommended. When the location information of the user terminal 20 does not change within a preset time, or the location information of the companion animal collected from the wearable device 30 for companion animals does not change, the recommendation unit 15 selects a walking route. can be re-recommended. Also, the recommendation unit 15 may re-recommend a walking route in consideration of road condition information and weather information provided from an external server. Also, when the user input receiving unit 13 receives a request for re-recommendation of a walking path from the user terminal 20 , the recommendation unit 15 may re-recommend a walking path closest to the current user's location.

According to an embodiment of the present application, the generator 16 may generate walking history information by linking the walking path and state information. For example, the walking history information may generate walking history information by linking the location of the walking path and the status information of the companion animal. The generation unit 16 may generate walking history information by linking state information including the amount of activity of the companion animal on the first walking path, the number of stops, the number of markings, the walking time, and the like.

Here, the recommendation unit 15 may recommend the companion animal walking path by further considering the walking history information generated by the generation unit 16 . In other words, the recommendation unit 15 may recommend a companion animal walking path in consideration of at least one of status information of the companion animal, location information of the user, and walking history information.

The generator 16 may generate a preferred walking path of the companion animal and a preferred walking path of the user by using an artificial intelligence-based learning model. The generating unit 16 uses an artificial intelligence-based learning model in which the collected information such as the state information of the companion animal, the location information of the user, the health state information, the biometric information, and the walking history information is input to the preferred walking path of the companion animal. And it is possible to create a user's preferred walking path. Illustratively, the AI-based learning model may be a learning model constructed using an unsupervised learning-based clustering algorithm, but is not limited thereto.

For example, the generating unit 16 generates the first walking path as a preferred walking path when, in the first walking path, the amount of activity of the first pet is high, and the number of stops compared to the walking time is less than a predetermined number of times, etc. can do. On the other hand, when the number of stops of the first companion animal relative to the walking time exceeds a certain number of times in the second walking path, the generator 16 performs a walk in the presence of the user (the guardian of the companion animal), the temperature of the companion animal decreases If information such as a case of less than the average is included, the second walking path may be generated as an unpreferred walking path. However, the preferred walking path and the non-preferred walking path generated by the generator 16 described above are only one embodiment, and various embodiments may be applied.

Unsupervised learning refers to an algorithm that learns while analyzing or clustering data itself, rather than constructing data for learning. The generation unit 16 may cluster and calculate the companion animal's preferred walking path and the user's preferred walking path based on the clustering algorithm, and the separation between the pattern clusters of the companion animal's preferred walking path and the user's preferred walking path is calculated. Based on the new companion animal's preferred walking path and the user's preferred walking path pattern may be detected.

For example, a logistic regression algorithm, a random forest algorithm, a support vector machine (SVM) algorithm, a decision-making algorithm, and a clustering algorithm may be used as a clustering algorithm for unsupervised learning. In addition, the range setting unit 32, in addition to the above-described algorithm, through a clustering algorithm such as an Extra Tree algorithm, an XG Boost algorithm and a Deep Learning algorithm, a K-means clustering algorithm, a Self-Organizing-Maps (SOM) algorithm, an EM & Canopy algorithm. Unsupervised learning can be performed. The Random Forest algorithm is an algorithm that consists of a forest of numerous decision trees and averages each prediction result into one result variable, and the SVM algorithm distinguishes the largest boundary in the data distribution space to determine the classification to which data belongs. It is a non-stochastic algorithm. Extra Tree Algorithm is similar to Random Forest, but it is faster than Random Forest. XGBoost Algorithm is a boost algorithm that applies the result of XGBoost Tree to the next tree if the Tree of Random Forest is independent. The deep learning algorithm is an algorithm that learns by controlling the influence of variable patterns on the results with weights based on a multi-layered neural network. In addition, the K-means clustering algorithm is a traditional classification technique that repeatedly subdivides the target group into K clusters based on the average value (similarity) of the distance, and the SOM algorithm uses the input pattern of the training set as a weight based on the artificial neural network. It is a learning and clustering technique. In addition, the EM & Canopy algorithm refers to a method of clustering by updating parameter values through an iterative process starting with the maximum possibility with a given initial value.

Hereinafter, an operation flow of the present application will be briefly reviewed based on the details described above.

Hereinafter, an operation flow of the present application will be briefly reviewed based on the details described above.

3 is a flowchart illustrating a method for providing a companion animal walking route recommendation service according to an embodiment of the present application.

The companion animal walking route recommendation service providing method illustrated in FIG. 3 may be performed by the companion animal walking route recommendation service providing apparatus 10 described above. Therefore, even if omitted below, the description of the companion animal walking route recommendation service providing apparatus 10 may be equally applied to the description of the companion animal walking route recommendation service providing method.

In step S301 , the companion animal walking route recommendation service providing apparatus 10 may collect status information of the companion animal and current location information of a user who uses the companion animal walking route recommendation content. In other words, the companion animal walking route recommendation service providing apparatus 10 may collect status information of the companion animal provided from the companion animal wearable device 30 . Also, the companion animal walking route recommendation service providing apparatus 10 may collect current location information of a user who uses the companion animal walking route recommendation content from the user terminal 20 .

In step S302 , the companion animal walking route recommendation service providing apparatus 10 may provide companion animal walking route recommendation content to the user terminal 20 .

In operation S303 , the companion animal walking route recommendation service providing apparatus 10 may receive user input information for selecting at least one of a plurality of contents included in the companion animal walking route content from the user terminal 20 .

In operation S304, the companion animal walking route recommendation service providing apparatus 10 may store the companion animal information and location information of a plurality of users who use the companion animal walking route recommendation content in association.

In step S305 , the companion animal walking path recommendation service providing apparatus 10 may recommend a companion animal walking path in consideration of the state information and the location information.

In the above description, steps S301 to S305 may be further divided into additional steps or combined into fewer steps, according to an embodiment of the present application. In addition, some steps may be omitted as necessary, and the order between steps may be changed.

The companion animal walking path recommendation service providing method according to an embodiment of the present application may be implemented in the form of a program command that can be executed through various computer means and recorded in a computer-readable medium. The computer-readable medium may include program instructions, data files, data structures, etc. alone or in combination. The program instructions recorded on the medium may be specially designed and configured for the present invention, or may be known and available to those skilled in the art of computer software. Examples of the computer-readable recording medium include magnetic media such as hard disks, floppy disks and magnetic tapes, optical media such as CD-ROMs and DVDs, and magnetic such as floppy disks. - includes magneto-optical media, and hardware devices specially configured to store and carry out program instructions, such as ROM, RAM, flash memory, and the like. Examples of program instructions include not only machine language codes such as those generated by a compiler, but also high-level language codes that can be executed by a computer using an interpreter or the like. The hardware devices described above may be configured to operate as one or more software modules to perform the operations of the present invention, and vice versa.

In addition, the above-described companion animal walking route recommendation service providing method may be implemented in the form of a computer program or application executed by a computer stored in a recording medium.

The foregoing description of the present application is for illustration, and those of ordinary skill in the art to which the present application pertains will understand that it can be easily modified into other specific forms without changing the technical spirit or essential features of the present application. Therefore, it should be understood that the embodiments described above are illustrative in all respects and not restrictive. For example, each component described as a single type may be implemented in a dispersed form, and likewise components described as distributed may be implemented in a combined form.

The scope of the present application is indicated by the following claims rather than the above detailed description, and all changes or modifications derived from the meaning and scope of the claims and their equivalents should be construed as being included in the scope of the present application.

1: Companion animal walking route recommendation service provision system
10: Pet walking route recommendation service providing device
20: user terminal
30: wearable device for companion animals

Claims (12)

In the companion animal walking path recommendation service providing device,
a collection unit for collecting status information of companion animals and current location information of users who use companion animal walking route recommendation content;
a providing unit that provides the companion animal walking route recommendation content to a user terminal;
a user input receiving unit configured to receive user input information for selecting at least one of a plurality of contents included in the companion animal walking path recommendation contents from the user terminal;
a data storage unit for storing information of a plurality of users who use the companion animal walking route recommendation content and companion animal information in association; and
a recommendation unit for recommending the companion animal walking route in consideration of the state information and the location information;
A device for providing a companion animal walking path recommendation service including a. According to claim 1,
The providing unit,
When a proxy walking request is received, based on the location information of the first user provided from the user terminal, the information of a plurality of users existing within a preset radius is provided, a companion animal walking route recommendation service providing apparatus. 3. The method of claim 2,
The recommended content for the companion animal walking path is,
A companion animal walking route recommendation service providing apparatus, including chatting content and walking matching reservation content, and supporting mutual communication between a plurality of users who use the companion animal walking route recommendation content. According to claim 1,
Further comprising a generator for generating walking history information by linking the walking path and the state information,
The recommendation is
The companion animal walking path recommendation service providing apparatus that further considers the walking history information to recommend the companion animal walking path. According to claim 1,
The recommendation is
When a user accompanies a plurality of companion animals, the companion animal walking route recommendation service providing apparatus is to recommend a companion animal walking route in consideration of state information collected from a plurality of companion animal wearable devices. According to claim 1,
The recommendation is
Companion animal walking path recommendation service providing apparatus for recommending a companion animal walking route further considering the user's health status information provided from the user terminal and environment information received from an external server. According to claim 1,
The recommendation is
In consideration of the location information, a companion animal walking route recommendation service providing apparatus recommends information on facilities that can accompany companion animals. In the companion animal walking route recommendation service providing system,
A wearable device for companion animals that collects status information of companion animals;
a user terminal providing current location information of a user who uses the companion animal walking path recommendation content; and
A companion animal walking route recommendation service that stores the location information and companion animal information of a plurality of users who use the companion animal walking route recommendation content in association and recommends the companion animal walking route in consideration of the state information and the location information providing device,
Companion animal walking route recommendation service providing system that includes. 9. The method of claim 8,
The companion animal walking route recommendation service providing device,
When a proxy walking request is received, based on the location information of the first user provided from the user terminal, information of a plurality of users existing within a preset radius is provided, a companion animal walking route recommendation service providing system. 9. The method of claim 8,
The companion animal walking route recommendation service providing device,
Companion animal walking path recommendation service providing system that generates walking history information by linking the walking path and the state information, and recommends the companion animal walking path based on the walking history information. 9. The method of claim 8,
The companion animal walking route recommendation service providing device,
When a user is accompanied by a plurality of companion animals, the companion animal walking route recommendation service providing system is to recommend a companion animal walking route in consideration of the state information collected from the plurality of companion animal wearable devices. 9. The method of claim 8,
The companion animal walking route recommendation service providing device,
Companion animal walking route recommendation service providing system, which recommends a companion animal walking route in consideration of the user's health status information provided from the user terminal and environmental information received from an external server.

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