CN115221208A

CN115221208A - Itinerary recommendation method, electronic device, and program product

Info

Publication number: CN115221208A
Application number: CN202210799977.9A
Authority: CN
Inventors: 郭琦
Original assignee: Alibaba China Co Ltd
Current assignee: Alibaba China Co Ltd
Priority date: 2022-07-06
Filing date: 2022-07-06
Publication date: 2022-10-21

Abstract

The embodiment of the disclosure discloses a travel recommendation method, electronic equipment and a program product, wherein the method comprises the steps of obtaining travel demand information of a user; acquiring basic information of a candidate trip matched with the user trip demand information; displaying basic information of the candidate journey; responding to a received first selection instruction aiming at a target travel, and acquiring travel navigation information between travel objects in the target travel, wherein the target travel is the travel in the matched candidate travel; and displaying the travel navigation information between the travel objects in the target travel on the map. The technical scheme can effectively help the user to plan the journey and quickly make the journey decision.

Description

Itinerary recommendation method, electronic device, and program product

Technical Field

The disclosure relates to the technical field of big data, in particular to a travel recommendation method, electronic equipment and a program product.

Background

In an information service system mainly based on travel products, the system can provide commodity information of categories such as travel (including air tickets, train tickets and the like), lodging (including hotels, residents and the like), sight spot tickets, travel lines and the like for users, and after the sightseeing of a travel place is investigated and a journey is drawn up, the users with travel requirements can inquire, reserve or purchase commodities such as air tickets, hotels and the like through the service system. However, with the fast pace of life and the inability of tourists to fully understand the scenic spots of the tourist sites, users need to spend a lot of time on investigation and develop a reasonable journey, and the journey planning cost is high, so how to more effectively help users to plan the journey becomes a technical problem that needs to be solved urgently by the technical personnel in the field.

Disclosure of Invention

In order to solve the problems in the related art, embodiments of the present disclosure provide a trip recommendation method, an electronic device, and a program product.

In a first aspect, a method for recommending a trip is provided in an embodiment of the present disclosure.

Specifically, the travel recommendation method is applied to a client and comprises the following steps:

acquiring travel demand information of a user;

acquiring basic information of a candidate trip matched with the user trip demand information;

displaying basic information of the matched candidate journey;

responding to a received first selection instruction for a target travel, and acquiring travel navigation information between travel objects in the target travel, wherein the target travel is the travel in the matched candidate travel;

and displaying the travel navigation information between the travel objects in the target travel on the map.

In one possible implementation, the method further includes:

responding to a received second selection instruction for a target travel object, and acquiring and displaying information of a recommended travel object corresponding to the target travel object, wherein the target travel object is a travel object in the target travel displayed on the map;

and in response to receiving an adding instruction aiming at a target recommended object, adding the target recommended object into the target travel to obtain a new target travel and obtain travel navigation information of the new target travel, wherein the target recommended object is an object in the recommended travel objects corresponding to the target travel object.

In a possible implementation manner, the obtaining and displaying information of the recommended travel object corresponding to the target travel object, where the second selection instruction carries a recommended type, includes:

and acquiring and displaying a recommended travel object which corresponds to the target travel object and is of the recommended type.

In a possible implementation manner, the displaying information of the recommended travel object corresponding to the target travel object includes:

and sequencing and displaying the recommended travel object according to the transition probability from the target travel object to the recommended travel object.

In a possible implementation manner, the displaying basic information of the matched candidate trip includes:

and sequencing and displaying the basic information of the matched candidate journey based on a preset journey sequencing rule.

In one possible implementation, the method further includes:

displaying at least two sequencing rule options, wherein the sequencing rule options are used for displaying travel sequencing rules;

and responding to a third selection instruction aiming at the sorting rule option, and acquiring a preset travel sorting rule selected by the third selection instruction.

In a possible implementation manner, the obtaining of the basic information of the candidate trip matched with the trip demand information of the user includes:

sending a candidate travel recommendation request to a server, wherein the candidate travel recommendation request carries the user travel demand information;

and receiving basic information of the candidate journey matched with the user travel demand information returned by the server.

In a second aspect, a method for recommending itineraries is provided in an embodiment of the present disclosure.

Specifically, the travel recommendation method is applied to a server, and comprises the following steps:

receiving a candidate travel recommendation request sent by a client, wherein the candidate travel recommendation request carries user travel demand information;

acquiring a candidate trip matched with the trip demand information of the user from a preset candidate trip library on the basis of the matching condition of the trip characteristic information of the candidate trip and the trip demand information of the user, wherein the candidate trip library stores the trip characteristic information, the basic information and the trip navigation information of each candidate trip;

sending basic information of the matched candidate journey to the client;

and responding to a received navigation request aiming at a target travel sent by the client, and sending travel navigation information of the target travel to the client, wherein the target travel is a travel selected from the matched candidate travels.

In one possible implementation, the method further includes:

in response to receiving a recommendation request of a target travel object sent by the client, returning information of the recommended travel object corresponding to the target travel object to the client;

receiving a route updating request of a new target travel sent by a client, wherein the route updating request is used for requesting to add travel navigation information of the new target travel of a target recommendation object, and the target recommendation object is an object in a recommendation travel object corresponding to the target travel object;

acquiring the travel navigation information of the new target travel;

and sending the travel navigation information of the new target travel to the client.

In a third aspect, an embodiment of the present disclosure provides a trip recommendation device.

Specifically, the travel recommendation device, applied to a client, includes:

the first acquisition module is configured to acquire user travel demand information;

a second obtaining module configured to obtain basic information of the candidate trip matched with the user trip demand information;

a first display module configured to display basic information of the matched candidate trip;

a third obtaining module, configured to, in response to receiving a first selection instruction for a target trip, obtain trip navigation information between trip objects in the target trip, where the target trip is a trip in the matched candidate trips;

and the second display module is configured to display the journey navigation information among the journey objects in the target journey on the map.

In one possible implementation, the apparatus further includes:

the third display module is configured to respond to a second selection instruction for a target travel object, and acquire and display information of a recommended travel object corresponding to the target travel object, wherein the target travel object is a travel object in the target travel displayed on the map;

and the adding module is configured to respond to the receiving of an adding instruction aiming at the target recommended object, add the target recommended object into the target travel, obtain a new target travel and acquire travel navigation information of the new target travel, wherein the target recommended object is an object in the recommended travel objects corresponding to the target travel object.

In a possible implementation manner, the second selection instruction carries a recommendation type, and a portion of the third display module that acquires and displays information of a recommended travel object corresponding to the target travel object may be configured to:

In one possible implementation manner, the portion of the third display module that displays the information of the recommended travel object corresponding to the target travel object is configured to:

and sequencing and displaying the information of the recommended travel object according to a preset recommended sequencing rule.

In one possible implementation manner, the part of the third display module, which displays the information of the recommended travel object corresponding to the target travel object, is configured to:

In one possible implementation, the apparatus further includes:

and the fourth display module is configured to display the sequencing basis information of the recommended travel object.

In one possible implementation manner, the portion of the first display module that displays the basic information of the matched candidate trip is configured to:

In one possible implementation, the apparatus further includes:

a fifth display module configured to display at least two sort rule options, the sort rule options being used to display the trip sort rules;

the fourth obtaining module is configured to, in response to receiving a third selection instruction for the sorting rule option, obtain a preset travel sorting rule selected by the third selection instruction.

In a possible implementation manner, the part of the second obtaining module that obtains the basic information of the candidate trip matching with the user travel demand information is configured to:

sending a candidate travel recommendation request to a server, wherein the candidate travel recommendation request carries the trip demand information of the user;

and receiving basic information of the candidate trip, which is returned by the server and matched with the trip demand information of the user.

In a fourth aspect, an embodiment of the present disclosure provides a trip recommendation device.

the system comprises a first receiving module, a second receiving module and a third receiving module, wherein the first receiving module is configured to receive a candidate travel recommendation request sent by a client, and the candidate travel recommendation request carries user trip demand information;

a fifth obtaining module, configured to obtain a candidate trip matched with the trip demand information of the user from a preset candidate trip library based on a matching condition of the trip characteristic information of the candidate trip and the trip demand information of the user, where the candidate trip library stores trip characteristic information, basic information, and trip navigation information of each candidate trip;

a first sending module configured to send basic information of the matched candidate journey to the client;

and the second sending module is configured to send the travel navigation information of the target travel to the client in response to receiving the navigation request which is sent by the client and aims at the target travel, wherein the target travel is a travel selected from the matched candidate travels.

In one possible implementation, the apparatus further includes:

the third sending module is configured to respond to a recommendation request of a target travel object sent by the client, and return information of the recommended travel object corresponding to the target travel object to the client;

a second receiving module, configured to receive a route update request of a new target trip sent by a client, where the route update request is used to request trip navigation information of a new target trip added with a target recommendation object, and the target recommendation object is an object in recommendation trip objects corresponding to the target trip object;

a sixth obtaining module, configured to obtain the journey navigation information of the new target journey;

a fourth sending module configured to send the trip navigation information of the new target trip to the client.

In a fifth aspect, the present disclosure provides an electronic device, including a memory and a processor, wherein the memory is configured to store one or more computer instructions, and wherein the one or more computer instructions are executed by the processor to implement the method according to any one of the first aspect or the second aspect.

In a sixth aspect, an embodiment of the present disclosure provides a computer-readable storage medium having stored thereon computer instructions which, when executed by a processor, implement the method according to any one of the first or second aspects.

In a seventh aspect, this disclosed embodiment provides a computer program product comprising computer instructions that, when executed by a processor, implement the method steps according to any one of the first or second aspects.

In an eighth aspect, an embodiment of the present disclosure provides a navigation method, where a navigation route calculated at least based on a route object and a road condition in a target route is obtained, navigation guidance is performed based on the navigation route, and the route object in the target route is obtained based on any one of the methods in the first aspect or the second aspect.

According to the technical scheme provided by the embodiment of the disclosure, the basic information of the candidate trip matched with the user trip demand information can be screened out based on the user trip demand information input by the user, then the basic information of the matched candidate trip is displayed, the user can decide to input a first selection instruction aiming at a target trip according to the basic information of each candidate trip displayed by the client, the client responds to the received first selection instruction to obtain the trip navigation information of the target trip and displays the trip navigation information of the target trip on a map, so that the trip planning is carried out for the user based on the trip demand of the user, the candidate trip meeting the trip demand of the user is recommended, the user can be effectively helped to carry out the trip planning, the trip navigation information of the target trip intended by the user is visually displayed, the user can conveniently know navigation information such as the distance, the required time, the road condition and the like among the trip objects in the trip, and the user can be helped to make a trip decision quickly.

It is to be understood that both the foregoing general description and the following detailed description are exemplary and explanatory only and are not restrictive of the disclosure.

Drawings

Other features, objects, and advantages of the present disclosure will become more apparent from the following detailed description of non-limiting embodiments when taken in conjunction with the accompanying drawings. In the drawings:

FIG. 1A illustrates a flow diagram of a trip recommendation method according to an embodiment of the present disclosure;

FIG. 1B shows a schematic diagram of a user requirements settings page according to an embodiment of the present disclosure;

FIG. 1C illustrates a display diagram of basic information for a candidate trip, according to an embodiment of the present disclosure;

FIG. 1D illustrates a display diagram of trip navigation information for a target trip, according to an embodiment of the present disclosure;

FIG. 1E illustrates a schematic diagram of a recommendation process for recommending an itinerary object in accordance with an embodiment of the present disclosure;

FIG. 2 shows a flow diagram of a trip recommendation method according to an embodiment of the present disclosure;

FIG. 3 is a schematic diagram of an application scenario system of a trip recommendation method according to an embodiment of the present disclosure;

fig. 4 shows a block diagram of a trip recommendation device according to an embodiment of the present disclosure;

fig. 5 shows a block diagram of a trip recommendation device according to an embodiment of the present disclosure;

FIG. 6 shows a block diagram of an electronic device according to an embodiment of the disclosure;

FIG. 7 shows a schematic block diagram of a computer system suitable for use in implementing a method according to an embodiment of the present disclosure.

Detailed Description

Hereinafter, exemplary embodiments of the present disclosure will be described in detail with reference to the accompanying drawings so that those skilled in the art can easily implement them. Also, for the sake of clarity, parts not relevant to the description of the exemplary embodiments are omitted in the drawings.

In the present disclosure, it is to be understood that terms such as "including" or "having," etc., are intended to indicate the presence of the disclosed features, numbers, steps, behaviors, components, parts, or combinations thereof, and are not intended to preclude the possibility that one or more other features, numbers, steps, behaviors, components, parts, or combinations thereof may be present or added.

It should also be noted that the embodiments and features of the embodiments in the present disclosure may be combined with each other without conflict. The present disclosure will be described in detail below with reference to the accompanying drawings in conjunction with embodiments.

In the present disclosure, the acquisition of the user information or the user data is an operation authorized, confirmed, or actively selected by the user.

As described above, in the information service system mainly based on travel products, commodity information of categories such as travel (including air tickets, train tickets, and the like), accommodation (including hotels, people's accommodations, and the like), sight spot tickets, travel routes, and the like can be provided for users, and after the users with travel demands investigate the sights of the travel places and plan the travel, the operations such as inquiry, reservation, purchase, and the like of commodities such as air tickets, hotels, and the like can be performed through the service system. However, with the fast pace of life and the inability of tourists to fully understand the scenic spots of the tourist spot, users need to spend a lot of time to investigate and draw a reasonable journey, and the journey planning cost is high, so how to more effectively help users to plan journey becomes a technical problem that needs to be solved urgently by technical personnel in the field.

In order to solve the above problems, the present disclosure provides a trip recommendation method, which can plan a trip for a user based on a trip requirement of the user, recommend a candidate trip meeting the trip requirement of the user, effectively help the user to plan the trip, and visually display trip navigation information of an intended target trip of the user, so that the user can know navigation information such as a distance between trip objects, a required time, a road condition, and the like more conveniently, and help the user to make a trip decision quickly.

Fig. 1A illustrates a flow diagram of a trip recommendation method according to an embodiment of the present disclosure. As shown in fig. 1A, the travel recommendation method includes the following steps S101 to S105:

in step S101, user travel demand information is acquired;

in step S102, obtaining basic information of a candidate trip matched with the trip demand information of the user;

in step S103, basic information of the matched candidate trip is displayed;

in step S104, in response to receiving a first selection instruction for a target trip, obtaining trip navigation information between trip objects in the target trip, where the target trip is a trip in the matched candidate trip;

in step S105, the trip navigation information between the trip objects in the target trip is displayed on the map.

In a possible implementation manner, the travel recommendation method is applicable to a client capable of executing travel recommendation, and in practical applications, the client may be a desktop computer, a tablet computer, a notebook computer, a smart phone, a digital assistant, a smart wearable device, and the like. Of course, the client is not limited to the above electronic device with certain entity, and may also be a logic body formed by programming in a programming language and running in the above electronic device, for example, the client may be an application program (APP) running on the electronic device.

In a possible implementation manner, the user travel demand information is used to indicate travel related information required by the user for the current travel, and may include at least one of the following information: travel destination, travel time, travel object, travel subject, travel tempo, and so forth. The travel destination refers to a destination city to which the user arrives during the travel, and may include one city or two or more cities, for example, the destination city of the user during the travel may be west ampere and Chengdu; the travel time can be the total travel time such as daily trip or five-day trip, or the travel date such as 1 day 6 month in 2022 to 5 days 6 month in 2022; the travel object refers to an object that the user wants to browse or reside in the travel, and may include one object, or may include two or more objects, and the object may be an entity object such as a scene point, a lodging hotel, a delicatessen store, and the like; the travel theme refers to a special theme of a travel project liked by the user, for example, the travel theme can be a parent-child theme, a cate theme, a natural theme, a humanistic theme and the like; the travel rhythm refers to a playing rhythm of the user going out, and can comprise a plurality of grades of rhythms such as loose, normal or tension. The user travel demand information may be input by a user, for example, fig. 1B shows a schematic diagram of a user demand setting page according to an embodiment of the present disclosure, and the client may display an input box of each user demand (travel destination, travel time, travel object, travel subject, and travel rhythm) on the user demand setting page 11 shown in fig. 1B, and the user may input the user travel demand information required by the user in the input box. When the client is an APP on the electronic device, the user requirement setting page 11 may be a user page of the APP.

In a possible implementation manner, a candidate trip library may be preset in the client, where the candidate trip library stores multiple candidate trips and trip feature information thereof, and the trip feature information includes various types of information in the user trip demand information, and may include at least one of the following information: travel destination, travel duration, travel object, travel subject, travel tempo, and so forth. The candidate trip matched with the user trip demand information refers to a candidate trip corresponding to candidate trip characteristic information matched with the user trip demand information, and the matching of the user trip demand information and the candidate trip characteristic information refers to that the candidate trip characteristic information contains the user trip demand information, or the similarity of the same type of information in the candidate trip characteristic information as the user trip demand information exceeds a preset similarity. For example, it is assumed that the user travel demand information includes: if the journey destination is west ampere, and the journey duration is one day journey, the candidate journey matched with the journey can be each candidate journey with candidate journey characteristic information including west ampere and one day journey. After receiving the user travel demand information, the client can query the candidate travel library to find a candidate travel matched with the user travel demand information. The candidate trip library may further include basic information corresponding to each candidate trip, so that the basic information of the candidate trip matching the trip demand information of the user may be obtained.

In a possible implementation manner, in order to reduce the load of the client, the candidate trip library may be disposed at the server, and the client may obtain, from the server, basic information of a candidate trip matching the user trip demand information, specifically, the obtaining of the basic information of the candidate trip matching the user trip demand information may include the following steps:

In this embodiment, after receiving the user travel demand information, the client may send a candidate trip recommendation request carrying the user travel demand information to a server, where the server may search the candidate trip library in response to receiving the candidate trip recommendation request sent by the client, to obtain basic information of a candidate trip matching the user travel demand information, and then return the basic information of the candidate trip matching the user travel demand information to the client, so that the client may obtain the basic information of the candidate trip matching the user travel demand information from the server.

In one possible implementation, the basic information of the candidate trip may include at least one of the following information: the city where the travel is, the travel time, the travel object, the number of travel objects, the historical number of people who have selected the route, the object-route heat, the city-route heat, the travel subject, the travel rhythm, and the like. The historical selection number of the route refers to the total number of people who select the candidate route as the travel route in the historical time period, the object-route popularity refers to the popularity of the route of the candidate route in the route containing the travel object required by the user, and the city-route popularity refers to the popularity of the route of the candidate route in each route of the travel destination city required by the user.

In a possible implementation manner, after the client acquires the basic information of the matched candidate itinerary from the candidate itinerary library or the server, the basic information of the matched candidate itinerary may be displayed. For example, fig. 1C shows a display diagram of basic information of candidate trips according to an embodiment of the disclosure, as shown in fig. 1C, the user trip demand information input by the user includes a trip destination-beijing and a trip object-a courtyard, the basic information of multiple candidate trips is obtained, multiple candidate option frames 12 may be displayed, and the basic information of one candidate trip is displayed in each candidate option frame 12, the basic information of one candidate trip displayed in one candidate option frame 12 in fig. 1C is that the trip object of the candidate trip is beijing XX park → XX forest park → walk → courtyard house, the trip destination is beijing city, the trip time, i.e., the number of playing days, is 2 days, the number of trip objects, i.e., the number of scenery points is 4, and so on. Of course, the basic information of the candidate itinerary can also be displayed by other display manners, such as by using a picture, etc., which are not illustrated here.

In a possible implementation manner, a user may determine whether to further check each candidate trip according to the basic information of the candidate trip displayed by the client, and if the user has a potential intention to the basic information of the displayed candidate trip and wants to further understand the candidate trip, the user may input a selection operation on the candidate trip which is the potential intention of the user, that is, a target trip, for example, when the client displays the basic information of the candidate trip using a candidate option box, the client may click the candidate option box of the target trip to input the selection operation; or, when the client displays the basic information of the candidate itineraries in a picture or other manner, the client may display a selection key for each candidate itinerary, and at this time, the user may click the selection key of the target itinerary to input a selection operation; and so on. The client can then receive a first pick instruction for the target trip.

In one possible embodiment, the travel route candidate library stores travel route navigation information for each travel route candidate in addition to basic information for each travel route candidate. The client, in response to receiving the first selection instruction, may obtain the route navigation information of the target route from the candidate route library, or send a navigation request of the target route to the server, and receive the route navigation information of the target route returned by the server after querying the candidate route library. Or, the client acquires the travel navigation information of the matched candidate travel while acquiring the basic information of the candidate travel matched with the user travel demand information, so that the client can directly acquire the travel navigation information of the target travel in response to receiving the first selection instruction.

In one possible implementation manner, the travel navigation information includes navigation information such as a navigation sequence of each travel object in the target travel, a navigation route between adjacent travel objects, a navigation time length, and road condition information.

In a possible implementation manner, after obtaining the route navigation information of the target route, the client may directly display the route navigation information of the target route on the map. For example, fig. 1D shows a schematic diagram of displaying route guidance information of a target route according to an embodiment of the present disclosure, when the client receives a first selection instruction input by a user and indicates that a 5 th candidate route is selected as the target route, the client displays the route guidance information of the target route being pedestrian street → the courtyard house → front door → avenue on the map interface 13 as shown in fig. 1D, the navigation sequence shown in fig. 1D is represented by reference numerals 1, 2, and 3, and the navigation route and the road condition information are represented by a guidance route and colors of the guidance route.

According to the method and the device, the basic information of the candidate journey matched with the user travel demand information is screened out based on the user travel demand information input by the user, then the basic information of the matched candidate journey is displayed, the user can decide to input the first selection instruction aiming at the target journey according to the basic information of each candidate journey displayed by the client, the client responds to the received first selection instruction to obtain the journey navigation information of the target journey, and the journey navigation information of the target journey is displayed on the map, so that the journey planning is carried out for the user based on the user travel demand, the candidate journey meeting the user travel demand is recommended, the user can be effectively helped to carry out journey planning, the journey navigation information of the target journey which the user has intention is visually displayed, the user can know navigation information such as distance, required time and road conditions among all journey objects in the journey conveniently, and the user can be helped to make a quick journey decision.

In one possible embodiment, the method may further comprise the steps of:

and in response to receiving an adding instruction aiming at the target recommended object, adding the target recommended object into the target travel to obtain a new target travel and obtain travel navigation information of the new target travel, wherein the target recommended object is an object in the recommended travel objects corresponding to the target travel object.

In the embodiment, most of the travel objects in the candidate travel are scenic spots, and the user may have needs of accommodation, food, entertainment and the like after shopping the scenic spots, so that the user can conveniently perform travel planning adjustment based on the target travel selected by the user, a target travel object can be selected from the travel objects in the target travel, a second selection instruction for the target travel object is input, the client receives the second selection instruction for the target travel object, and then can send a recommendation request for the target travel object to the server, the server responds to the received recommendation request for the target travel object, and can obtain the recommended travel object corresponding to the target travel object through a preset recommendation algorithm and query for information of the recommended travel object, and the server can send the obtained information of the recommended travel object corresponding to the target travel object to the client, so that the client obtains and displays the information of the recommended travel object corresponding to the target travel object on a map.

In this embodiment, the information of the recommended travel object may include information related to a location, a name, a price, the number of visitors in a history time period, and the like of the recommended travel object. The user may determine whether to add a recommended travel object in the target travel according to information of each recommended travel object displayed by the client, and if the user wants to add a target recommended object in the recommended travel objects, a second selection instruction for the target recommended object may be input, for example, the user may click the target recommended object, the client may pop up an option prompt box on the map, the option prompt box may display an "add" option and a "cancel" option, and the user clicks the "add" option, that is, inputs an add instruction for the target recommended object. The client receives the joining instruction for the target recommendation object, and may join the target recommendation object into the target itinerary, for example, after joining the recommended navigation object into the target itinerary object. It should be noted here that, if the user selects to add a plurality of recommended travel objects corresponding to the target travel object, the recommended navigation objects may be added to the target travel object according to an adding order set by the user or an order in which the user adds the recommended travel objects.

In this embodiment, the client adds the target recommended object to the target trip to obtain a new target trip, and at this time, the client may send a navigation request for the new target trip to a navigation server of the server, and the navigation server may send the trip navigation information of the new target trip to the client, so that the user may add a satisfactory recommended trip object to the target trip to form a unique user trip.

In a possible embodiment, the method may further comprise the steps of:

and in response to receiving a replacement instruction for the target recommended object, replacing the target trip object with the target recommended object to obtain a new target trip and obtain trip navigation information of the new target trip, wherein the target recommended object is an object in the recommended trip objects corresponding to the target trip object.

In this embodiment, a user may select a target recommended object that the user wants to visit according to information of each recommended travel object displayed by the client and replace the target recommended object with the target recommended object, for example, the user may click the target recommended object from each recommended travel object and select the target recommended object that the user wants to visit, then, the client may pop up an option prompt box on the map, the option prompt box may display a "replace" option and a "cancel" option, and the user clicks the "replace" option, that is, inputs a replacement instruction for the target recommended object. And when the client receives the replacement instruction aiming at the target recommendation object, the target trip object can be replaced by the target recommendation object.

In this embodiment, after replacing the target trip object with the target recommended object, the client may obtain a new target trip, at this time, the client may send a navigation request for the new target trip to a navigation server of the server, and the navigation server may send the trip navigation information of the new target trip to the client, so that the user may replace an unsatisfactory trip object in the target trip with a satisfactory recommended trip object of the user, thereby forming a unique user trip of the user.

In other embodiments, the user may select a target recommended object that the user wants to visit according to information of each recommended travel object displayed by the client, and determine whether to add the target recommended object in the target travel or replace the target travel object with the target recommended object, for example, the user may click the target recommended object from each recommended travel object to select the target recommended object that the user wants to visit, and then the client may pop up an option prompt box on the map, where the option prompt box may display an "add" option and a "replace" option, the user clicks the "add" option, that is, inputs an add instruction for the target recommended object, and the user clicks the "replace" option, that is, inputs a replace instruction for the target recommended object. The client receives the adding instruction aiming at the target recommendation object, and then the target recommendation object can be added into the target journey; and when the client receives the replacement instruction aiming at the target recommendation object, the target trip object can be replaced by the target recommendation object. The client can obtain the new target travel no matter the client replaces or joins, at the moment, the client can send a navigation request aiming at the new target travel to a navigation server of the server, and the navigation server can send the travel navigation information of the new target travel to the client.

In a possible implementation manner, the obtaining and displaying information of the recommended travel object corresponding to the target travel object, where the second selection instruction carries a recommendation type, includes:

In this embodiment, the user may further input a recommendation type in the process of inputting the second selection instruction, where the recommendation type is used to indicate the type of the recommended travel object, and thus, the second selection instruction carries the recommendation type, and when the client acquires the recommended travel object corresponding to the target travel object, the client acquires the recommended travel object of which the type is the recommendation type. For example, fig. 1E shows an illustrative view of a recommendation process of a recommended travel object according to an embodiment of the disclosure, as shown in fig. 1E, the client may display a recommendation option box 14, and an object type option under each travel object in the target travel is displayed in the recommendation option box 14, if the user wants to take a break after visiting the front avenue, the user may click the hotel recommendation option under the front avenue in the recommendation option box 14, so that the client receives a second selection instruction of the target travel object (i.e., the front avenue), and a recommendation type included in the second selection instruction is an alcale store, so that the client may obtain the recommended travel objects, i.e., several recommended hotels, from the server, may display the locations and names of the several recommended hotels on the map interface 13, and may of course display other information of the recommended travel object.

In one possible embodiment, in the travel recommendation method, the displaying information of the recommended travel object corresponding to the target travel object may be implemented as the following steps:

In this embodiment, in order to facilitate the user to quickly understand and determine, and to decide an added target recommended object from the recommended travel objects corresponding to the target travel object, information of the recommended travel objects may be displayed in an order.

In this embodiment, the preset recommendation ranking rule may be the number of visitors or recommendation index of each recommended travel object in a preset historical time period.

In one possible embodiment, the method for recommending a trip, in which the information of the recommended trip object corresponding to the target trip object is displayed, includes:

In this embodiment, the transition probability of the target trip object to the recommended trip object refers to a probability of the user visiting the target trip object and the recommended trip object, where the transition probability may be a ratio of a first number of users to a second number of users, the first number of users being the number of users visiting the target trip object and the recommended trip object, and the second number of users being the number of users visiting the target trip object.

In this embodiment, the recommended travel objects may be sorted from size to size according to the transition probability from the target travel object to the recommended travel object, and then the information of the recommended travel object may be displayed according to the sorting.

In the embodiment, the incidence relation between the target travel object and each recommended travel object is established through the transition probability from the target travel object to the recommended travel object, so that better decision support is provided for a user.

In a possible implementation manner, in the method for recommending a journey, the method may further include:

and displaying the sequencing basis information of the recommended travel object.

In this embodiment, when the recommended travel object is ranked according to the transition probability, the ranking indicates the transition probability according to the information, and when the recommended travel object is ranked according to the number of visitors in the history time period, the permission data indicates the number of visitors.

In this embodiment, the ranking basis information of each recommended travel object may be directly displayed at a preset position, or may be displayed when a ranking display instruction for the recommended travel object input by a user is received, for example, as shown in fig. 1E, after the user clicks the recommended travel object — hanting wine shop, the client pops up a display box on a map to display the ranking basis information of the hanting wine shop as the number of selected persons 1097.

The method and the system can show the recommendation basis of each recommended travel object for the user, so that the user can know the specific recommendation reason, and the user can conveniently select the travel object.

In a possible implementation manner, in the travel recommendation method, the displaying the basic information of the candidate travel includes:

and sequencing and displaying the basic information of the candidate trips based on a preset trip sequencing rule.

In this embodiment, the preset trip sort rule may be a default sort rule or a sort rule set by a user. The preset journey ranking rule may include ranking the matched candidate routes according to at least one of: the number of travel objects contained in the candidate travel, the number of people selecting the candidate travel in the historical time period, the scenery spot-route heat and the city-route heat. For example, the candidate trips may be ranked based on city-route popularity, or the candidate trips may be ranked based on the number of candidates for the historical period of time and the city-route popularity, and so on.

In this embodiment, after the client sorts the matched candidate trips, the basic information of the matched candidate trips may be displayed according to the sort.

In a possible implementation manner, the travel recommendation method may further include the following steps:

In this embodiment, as shown in fig. 1C, the client may display a sort rules option box 15, and at least two sort rules options are displayed in the sort rules option box 15, such as: the number of the journey objects contained in the candidate journey is from high to low, the number of the candidates for the journey in the historical time period is from high to low, the scenery spot-route heat degree is from high to low, the city-route heat degree is from high to low, and the like. The user may input a third selection instruction for the sorting rule option, for example, the user clicks a sorting rule option corresponding to the required travel sorting rule, and selects a preset travel sorting rule required by the user from the sorting rule options, where the preset travel sorting rule is the travel sorting rule selected by the third selection instruction.

It should be noted that, if the user does not input the third selection instruction, the client may use a default trip sorting rule as a preset trip sorting rule to sort the matched candidate trips.

The method and the device have the advantages that the sorting is carried out according to the preset travel sorting rule selected by the user, and the user can conveniently screen the candidate travel which is more in line with the self requirement.

Fig. 2 shows a flow diagram of a trip recommendation method according to an embodiment of the present disclosure. As shown in fig. 2, the trip recommendation method includes the following steps S201 to S204:

in step S201, receiving a candidate travel recommendation request sent by a client, where the candidate travel recommendation request carries user travel demand information;

in step S202, based on the trip characteristic information of the candidate trip and the trip demand information of the user, obtaining a candidate trip matched with the trip demand information of the user from a preset candidate trip library, where the trip characteristic information, the basic information, and the trip navigation information of each candidate trip are stored in the candidate trip library;

in step S203, sending basic information of the matched candidate trip to the client;

in step S204, in response to receiving a navigation request for a target trip sent by the client, the method sends trip navigation information of the target trip to the client, where the target trip is a trip selected from the matched candidate trips.

In a possible implementation manner, the travel recommendation method is applicable to a server capable of executing travel recommendation, and the server includes a server, a server cluster, a cloud and the like.

In a possible implementation manner, the user travel demand information is used to indicate travel related information required by the user for the current travel, and may include at least one of the following information: travel destination, travel time, travel object, travel subject, travel tempo, and so forth. The travel destination refers to a destination city to which the user arrives during the travel, and may include one city or two or more cities, for example, the destination city of the user during the travel may be west ampere and Chengdu; the travel time can be the total travel time such as daily trip or five-day trip, or the travel date such as 1 day 6 month in 2022 to 5 days 6 month in 2022; the travel object refers to an object that the user wants to browse or reside in the travel, and may include one object, or may include two or more objects, and the object may be an entity object such as a scene point, a lodging hotel, a delicatessen store, and the like; the travel theme refers to a travel project theme favored by the user, and can be a parent-child theme, a cate theme, a natural theme, a human theme and the like; the travel rhythm refers to a playing rhythm of the user going out, and can comprise a plurality of grades of rhythms such as loose, normal or tension. The user travel demand information may be input by a user, for example, the client may display an input box of each user demand on a user demand setting page, and the user may input the user travel demand information in the input box.

In a possible implementation manner, after obtaining user travel demand information input by a user, a client may send a candidate trip recommendation request carrying the user travel demand information to a server.

In a possible implementation manner, a candidate trip library may be preset in the server, where the candidate trip library stores multiple candidate trips and corresponding trip characteristic information, and the trip characteristic information includes various types of information in the user trip demand information, and may include at least one of the following information: travel destination, travel duration, travel object, travel subject, travel tempo, and so forth. The server side can perform matching calculation on the user travel demand information and the travel characteristic information of each candidate travel in the candidate travel library one by one, and the matching between the user travel demand information and the candidate travel characteristic information means that the candidate travel characteristic information contains the user travel demand information, or the similarity of the same type of information in the candidate travel characteristic information, which is the same as the user travel demand information, exceeds a preset similarity. For example, it is assumed that the user travel demand information includes: if the travel destination is west ampere, the travel duration is day trip, the candidate travel matched with the travel destination may be each candidate travel of which the candidate travel characteristic information includes west ampere and day trip. After receiving the user travel demand information, the server may query the candidate trip library to find a candidate trip matching the user travel demand information. The candidate trip library may further include basic information and trip navigation information corresponding to each candidate trip, so that the server may obtain the basic information and the trip navigation information of the candidate trip matching the trip demand information of the user.

In a possible implementation manner, after receiving the candidate trip recommendation request, the server may send basic information of the candidate trip matching the user trip demand information to the client, after obtaining the basic information of the candidate trip matching the user trip demand information, the client may display the basic information of the matched candidate trip, and in response to receiving the first selection instruction for the target trip, the client may send the navigation request for the target trip to the server, and in response to receiving and receiving the navigation request for the target trip, the server may return the trip navigation information of the target trip to the client. In this way, the client can obtain the travel navigation information between the travel objects in the target travel and display the travel navigation information between the travel objects in the target travel on the map.

In other possible embodiments, after receiving the candidate trip recommendation request, the server may send basic information of the candidate trip and trip navigation information that match the user trip demand information to the client, and after obtaining the basic information of the candidate trip that matches the user trip demand information, the client may display the basic information of the matched candidate trip, and in response to receiving the first selection instruction for the target trip, may obtain the trip navigation information between the trip objects in the target trip, and display the trip navigation information between the trip objects in the target trip on the map.

acquiring the travel navigation information of the new target travel;

In this embodiment, most of the route objects in the candidate route are scenic spots, and the user may have needs for lodging, food, entertainment, and the like after strolling the scenic spots, so that the user can conveniently perform route planning adjustment based on the target route selected by the user, select a target route object from the route objects in the target route, and input a second selection instruction for the target route object, for example, the user wants to have a meal or rest after strolling a second route object in the target route, and click an icon corresponding to the second route object in the map, so that the client receives the second selection instruction for the target route object (i.e., the second route object).

In this embodiment, after receiving the second selection instruction for the target trip object, the client may send a recommendation request for the target trip object to the server, and in response to receiving the recommendation request for the target trip object, the server may obtain, through a preset recommendation algorithm, the recommended trip object corresponding to the target trip object, query and obtain information of the recommended trip object, and the server may send the obtained information of the recommended trip object corresponding to the target trip object to the client.

In this embodiment, after the client obtains and displays the information of the recommended travel object corresponding to the target travel object, the user may determine whether to add the recommended travel object in the target travel according to the information of each recommended travel object displayed by the client, and if the user wants to add the target recommended travel object in the recommended travel objects, the user may input a second selection instruction for the target recommended travel object, for example, the user may click the target recommended travel object, the client may pop up an option prompt box on the map, the option prompt box may display an "add" option and a "cancel" option, and the user clicks the "add" option, that is, inputs an add instruction for the target recommended travel object. When the client receives the joining instruction for the target recommendation object, the target recommendation object can be joined to the target trip, for example, after the recommended navigation object is joined to the target trip object. It should be noted that, if the user selects to add a plurality of recommended travel objects corresponding to the target travel object, the recommended navigation objects may be added to the target travel object according to an adding order set by the user or an order in which the user adds the recommended travel objects.

In other embodiments, when the route update request is used to request the trip navigation information of a new target trip, the new target trip may include a trip formed after replacing the target trip object with the target recommended object, in addition to a trip in which the target recommended object is added to the post-trip; at this time, the user may select a target recommended object that the user wants to visit according to the information of each recommended travel object displayed by the client and replace the target recommended object with the target recommended object, for example, the user may click the target recommended object from each recommended travel object and select the target recommended object that the user wants to visit, then, the client pops up an option prompt box on the map, the option prompt box may display a "replace" option and a "cancel" option, and the user clicks the "replace" option and inputs a replacement instruction for the target recommended object. And when the client receives the replacement instruction aiming at the target recommendation object, the target trip object can be replaced by the target recommendation object.

Fig. 3 shows a schematic diagram of an application scenario system of travel recommendation according to an embodiment of the present disclosure. As shown in fig. 3, the server 301 may be a cloud server, and the client 302 may be a terminal such as a computer of a user. The client 302 may obtain user travel demand information, carry the user travel demand information in a candidate travel recommendation request, and send the candidate travel demand information to the server 301, after receiving the candidate travel recommendation request sent by the client, the server 301 may obtain a candidate travel matching the user travel demand information from a preset candidate travel library based on a matching condition of travel feature information of the candidate travel and the user travel demand information, where the candidate travel library stores travel feature information, basic information, and travel navigation information of each candidate travel, send basic information of the matched candidate travel to the client 302, and after obtaining the basic information of the candidate travel matching the user travel demand information, the client 302 displays the basic information of the matched candidate travel; in response to receiving a first selection instruction for a target trip, the client 302 may obtain, from the server 301, trip navigation information between trip objects in the target trip, where the target trip is a trip in the matched candidate trip; the client 301 may render the trip navigation information between the trip objects in the target trip on the map, so that the trip navigation information is visually displayed, and the user is helped to make a trip decision.

The disclosed embodiment also provides a location-based service providing method, which provides location-based service for a served object by using the travel navigation information of the target travel processed by the travel recommendation method, wherein the location-based service includes: one or more of navigation, map rendering, route planning.

According to the embodiment of the disclosure, in the location-based service process, the travel navigation information of the target travel can be used for providing better location services for the served object, such as navigation services, path planning services and/or map rendering services. The served object can be a mobile phone, ipad, computer, smart watch, vehicle, robot, etc. When the service object is navigated, planned to be a path or rendered to a road on a map, the journey navigation information of the target journey can be obtained based on the method, and then the journey navigation information of the target journey is rendered on the electronic map when the map is rendered, and specific details can be referred to the description of the journey recommendation method, which is not described herein again.

Fig. 4 shows a block diagram of a trip recommendation device according to an embodiment of the present disclosure. The apparatus may be implemented as part or all of an electronic device through software, hardware or a combination of both. As shown in fig. 4, the trip recommendation device includes:

a first obtaining module 401 configured to obtain user travel demand information;

a second obtaining module 402, configured to obtain basic information of a candidate trip matched with the trip demand information of the user;

a first display module 403 configured to display basic information of the matched candidate trip;

a third obtaining module 404, configured to, in response to receiving a first selection instruction for a target trip, obtain trip navigation information between trip objects in the target trip, where the target trip is a trip in the matched candidate trips;

a second display module 405 configured to display, on a map, trip navigation information between trip objects in the target trip.

In one possible implementation, the apparatus further includes:

and acquiring and displaying a recommended travel object of which the type is the recommended type and which corresponds to the target travel object.

In one possible implementation, the apparatus further includes:

the fourth obtaining module is configured to respond to receiving a third selecting instruction aiming at the sorting rule option, and obtain the preset travel sorting rule selected by the third selecting instruction.

Technical terms and technical features mentioned in the embodiment of the device are the same as or similar to technical terms and technical features mentioned in the embodiment of the method, and for the explanation and description of the technical terms and technical features mentioned in the embodiment of the device, the explanation of the embodiment of the method can be referred to, and the technical terms and technical features are not repeated herein.

Fig. 5 shows a block diagram of a trip recommendation device according to an embodiment of the present disclosure. The apparatus may be implemented as part or all of an electronic device through software, hardware or a combination of both. As shown in fig. 5, the trip recommendation device includes:

a first receiving module 501, configured to receive a candidate trip recommendation request sent by a client, where the candidate trip recommendation request carries user trip demand information;

a fifth obtaining module 502, configured to obtain a candidate trip matched with the trip demand information of the user from a preset candidate trip library based on a matching condition of the trip characteristic information of the candidate trip and the trip demand information of the user, where the candidate trip library stores trip characteristic information, basic information, and trip navigation information of each candidate trip;

a first sending module 503, configured to send basic information of the matched candidate trip to the client;

a second sending module 504, configured to send, to the client, journey navigation information of a target journey in response to receiving a navigation request sent by the client for the target journey, where the target journey is a journey selected from the matched candidate journeys.

In one possible implementation, the apparatus further includes:

the third sending module is configured to respond to a recommendation request of a target travel object sent by the client and return information of the recommended travel object corresponding to the target travel object to the client;

a second receiving module, configured to receive a route update request of a new target trip sent by a client, where the route update request is used to request to add trip navigation information of a new target trip of a target recommended object, and the target recommended object is an object in recommended trip objects corresponding to the target trip object;

The present disclosure also discloses an electronic device, and fig. 6 shows a block diagram of the electronic device according to an embodiment of the present disclosure.

As shown in fig. 6, the electronic device 600 includes a memory 601 and a processor 602, wherein the memory 601 is configured to store one or more computer instructions, wherein the one or more computer instructions are executed by the processor 602 to implement a method according to an embodiment of the disclosure.

As shown in fig. 7, the computer system 700 includes a processing unit 701 that can execute various processes in the above-described embodiments according to a program stored in a Read Only Memory (ROM) 702 or a program loaded from a storage section 708 into a Random Access Memory (RAM) 703. In the RAM 703, various programs and data necessary for the operation of the computer system 700 are also stored. The processing unit 701, the ROM 702, and the RAM 703 are connected to each other by a bus 704. An input/output (I/O) interface 705 is also connected to bus 704.

The following components are connected to the I/O interface 705: an input portion 706 including a keyboard, a mouse, and the like; an output section 707 including a display such as a Cathode Ray Tube (CRT), a Liquid Crystal Display (LCD), and the like, and a speaker; a storage section 708 including a hard disk and the like; and a communication section 709 including a network interface card such as a LAN card, a modem, or the like. The communication section 709 performs communication processing via a network such as the internet. A drive 710 is also connected to the I/O interface 705 as needed. A removable medium 711 such as a magnetic disk, an optical disk, a magneto-optical disk, a semiconductor memory, or the like is mounted on the drive 710 as necessary, so that the computer program read out therefrom is mounted in the storage section 708 as necessary. The processing unit 701 may be implemented as a CPU, a GPU, a TPU, an FPGA, an NPU, or other processing units.

In particular, the above described methods may be implemented as computer software programs according to embodiments of the present disclosure. For example, embodiments of the present disclosure include a computer program product comprising computer instructions which, when executed by a processor, implement the method steps described above. In such an embodiment, the computer program product may be downloaded and installed from a network via the communication section 709, and/or installed from the removable medium 711.

The flowchart and block diagrams in the figures illustrate the architecture, functionality, and operation of possible implementations of systems, methods and computer program products according to various embodiments of the present disclosure. In this regard, each block in the flowchart or block diagrams may represent a module, segment, or portion of code, which comprises one or more executable instructions for implementing the specified logical function(s). It should also be noted that, in some alternative implementations, the functions noted in the block may occur out of the order noted in the figures. For example, two blocks shown in succession may, in fact, be executed substantially concurrently, or the blocks may sometimes be executed in the reverse order, depending upon the functionality involved. It will also be noted that each block of the block diagrams and/or flowchart illustration, and combinations of blocks in the block diagrams and/or flowchart illustration, can be implemented by special purpose hardware-based systems which perform the specified functions or acts, or combinations of special purpose hardware and computer instructions.

The units or modules described in the embodiments of the present disclosure may be implemented by software or by programmable hardware. The units or modules described may also be provided in a processor, and the names of the units or modules do not in some cases constitute a limitation of the units or modules themselves.

As another aspect, the present disclosure also provides a computer-readable storage medium, which may be the computer-readable storage medium included in the electronic device or the computer system in the above embodiments; or it may be a separate computer readable storage medium not incorporated into the device. The computer readable storage medium stores one or more programs for use by one or more processors in performing the methods described in the present disclosure.

The foregoing description is only exemplary of the preferred embodiments of the disclosure and is illustrative of the principles of the technology employed. It will be appreciated by a person skilled in the art that the scope of the invention as referred to in the present disclosure is not limited to the embodiments with specific combinations of the above-mentioned features, but also covers other embodiments with any combination of the above-mentioned features or their equivalents without departing from the inventive concept. For example, the above features and the technical features disclosed in the present disclosure (but not limited to) having similar functions are replaced with each other to form the technical solution.

Claims

1. A travel recommendation method is applied to a client and comprises the following steps:

acquiring user travel demand information;

displaying basic information of the matched candidate journey;

2. The method of claim 1, wherein the method further comprises:

responding to a second selection instruction aiming at a target travel object, and acquiring and displaying information of a recommended travel object corresponding to the target travel object, wherein the target travel object is a travel object in the target travel displayed on the map;

3. The method according to claim 2, wherein the second selection instruction carries a recommendation type, and the obtaining and displaying information of the recommended travel object corresponding to the target travel object includes:

4. The method of claim 2, wherein the displaying information of the recommended travel object corresponding to the target travel object comprises:

and sequencing and displaying the recommended travel objects according to the transition probability from the target travel object to the recommended travel object.

5. The method of claim 1, wherein the displaying the basic information of the matched candidate trips comprises:

6. The method of claim 5, wherein the method further comprises:

7. The method according to any one of claims 1 to 6, wherein the obtaining of the basic information of the candidate trip matching with the user travel demand information comprises:

8. A travel recommendation method is applied to a server and comprises the following steps:

sending basic information of the matched candidate journey to the client;

9. The method of claim 8, wherein the method further comprises:

acquiring the travel navigation information of the new target travel;

10. An electronic device comprising a memory and a processor; wherein the memory is to store one or more computer instructions that are executed by the processor to implement the method steps of any one of claims 1 to 9.

11. A computer program product comprising computer instructions which, when executed by a processor, carry out the method steps of any of claims 1 to 9.

12. A navigation method, wherein a navigation route calculated at least based on each route object and road conditions in a target route is acquired, navigation guidance is performed based on the navigation route, and each route object in the target route is acquired based on any one of the methods of claims 1 to 9.