CN114970990A

CN114970990A - Business travel recommendation method, device and medium

Info

Publication number: CN114970990A
Application number: CN202210529203.4A
Authority: CN
Inventors: 郭森
Original assignee: Shandong Inspur IGO Cloud Chain Information Technology Co Ltd
Current assignee: Shandong Inspur IGO Cloud Chain Information Technology Co Ltd
Priority date: 2022-05-16
Filing date: 2022-05-16
Publication date: 2022-08-30

Abstract

The application provides a business trip recommendation method, equipment and medium, which are used for receiving business trip events sent by a first terminal. Wherein, the business travel event is generated after the enterprise bids online. And acquiring terminal position information of the first terminal. And generating a plurality of corresponding business travel routes and sending the business travel routes to the first terminal based on a pre-trained route prediction model and according to the terminal position information and appointed places in business travel events, so as to determine a target business travel route based on the operation of a user on the first terminal. Wherein, the route prediction model is a neural network model. And determining at least one pending business travel scheme corresponding to the target business travel route based on the target business travel route and the business travel personnel information corresponding to the business travel event. And determining the business budget corresponding to each business trip plan to be decided, and sending each business trip plan to be decided and the corresponding business trip budget to the first terminal so that a user corresponding to the first terminal can select a target business trip plan.

Description

Business travel recommendation method, device and medium

Technical Field

The application relates to the technical field of computers, in particular to a business trip recommendation method, equipment and medium.

Background

With the development of computer technology, the business of each company is spread around the world, and for the purpose of speeding up communication efficiency, enhancing trust between companies, etc., the company can arrange the employees of the company to go to and go out of business (business trip) in each place, and each company faces the problem of how well to manage the business trip.

In the process of business travel, companies need to consider various consumptions of employees, including lodging, transportation, eating and the like, and the consideration factors are too complicated. Therefore, some companies will make their employees schedule their trips and then the company will reimburse the employees for business and travel consumption. This approach is too labor intensive for employees and may present a situation of misreporting business travel consumption. How to obtain a reasonable and feasible business and travel scheme is a technical problem.

Disclosure of Invention

The embodiment of the application provides a business trip recommendation method, equipment and a medium, which are used for providing a reasonable and feasible business trip scheme.

In one aspect, the present application provides a business trip recommendation method, including:

and receiving business travel events sent by the first terminal. Wherein, the business travel event is generated after the enterprise bids online. And acquiring terminal position information of the first terminal. And generating a plurality of corresponding business travel routes and sending the business travel routes to the first terminal based on a pre-trained route prediction model and according to the terminal position information and the appointed place in the business travel event so as to determine a target business travel route based on the operation of the user on the first terminal. Wherein, the route prediction model is a neural network model. And determining at least one pending business travel scheme corresponding to the target business travel route based on the target business travel route and the business travel personnel information corresponding to the business travel event. And determining the business budget corresponding to each business trip plan to be decided, and sending each business trip plan to be decided and the corresponding business trip budget to the first terminal so that a user corresponding to the first terminal can select a target business trip plan.

In one implementation of the present application, terminal binding information is sent to a first terminal. The terminal binding information is used for acquiring the second terminals corresponding to the first terminals and the terminal identifications of the second terminals. The second terminal corresponds to a travel person in a travel event. And determining the sub-business travel scheme and the corresponding business travel budget corresponding to each business travel personnel from the target business travel scheme. And sending each sub-business travel scheme and the corresponding business travel budget to the corresponding second terminal.

In an implementation manner of the present application, updated business budget information sent by the second terminal is received. And updating the business trip budget information to indicate that the business trip budget is adjusted. And determining at least one new subprocessor travel scheme corresponding to the second terminal and the corresponding subprocessor travel budget according to the current user position information in the updated business travel budget information. And sending at least one new subprocessor travel scheme and the corresponding business travel budget to the second terminal, so that business travel personnel corresponding to the second terminal send the re-determined corresponding subprocessor travel scheme to the first terminal, and the first terminal updates the target business travel scheme according to the subprocessor travel scheme.

In an implementation manner of the present application, a difference between the business trip budget in the updated business trip budget information and the business trip budget corresponding to the target business trip plan is determined. And determining the additional proportion according to the difference and the business trip budget corresponding to the target business trip scheme. And under the condition that the adding proportion is larger than a first preset threshold, determining the business trip budget credit corresponding to the difference between the first preset threshold and the adding proportion according to the difference between the first preset threshold and the adding proportion. The business trip budget credit degree and the first preset threshold value are in positive correlation. And adding the business trip budget credit into the business trip budget credit of the business trip personnel corresponding to the second terminal.

In an implementation manner of the application, a business trip budget interval corresponding to each business trip personnel is determined according to a target business trip route and a corresponding level of each business trip personnel in business trip personnel information. And determining the pending business trip scheme corresponding to each business trip personnel in each business trip budget interval. And generating at least one pending business travel scheme based on the pending business travel scheme corresponding to each business travel personnel.

In one implementation of the present application, two adjacent travel orders are determined that are arranged in sequence in time in a target business trip scenario. Before the next one of the two adjacent travel orders is not triggered, a time difference between the arrival time of the previous travel order and the departure time of the next travel order is calculated. And under the condition that the time difference value is larger than a second preset threshold value, acquiring the geographic position of the destination of the previous travel order or the starting place of the next travel order. And determining the leisure place within the range taking the geographic position as the center of a circle and taking a third preset threshold as the radius according to a preset electronic map. And searching the score of the leisure place, and determining the leisure place with the score larger than a fourth preset threshold value. And sending the leisure place with the score larger than the fourth preset threshold value to the second terminal.

In one implementation manner of the application, a request to be evaluated is sent to a first terminal to receive evaluation information sent by the first terminal based on the request to be evaluated. Wherein the evaluation information is composed of at least any one of the following: text, voice, picture. And identifying the evaluation information, and determining the business trip attention parameters of the enterprise corresponding to the target business trip scheme. And under the condition that the corresponding business travel event sent by the first terminal is received again, determining at least one pending business travel scheme corresponding to the business travel event based on the business travel attention parameter.

In one implementation manner of the present application, evaluation data in the evaluation information is acquired; performing word segmentation processing on the evaluation data to obtain word segmentation results; vectorizing the word segmentation result, and inputting the vectorized word segmentation result into a pre-trained semantic recognition model; determining an evaluation type corresponding to the evaluation information according to an output result of the semantic recognition model; determining a plurality of keywords in the evaluation data according to the evaluation type; inputting a plurality of keywords into a preset sample library; and screening and removing the plurality of keywords in the preset sample library to determine the business and travel attention parameters.

In another aspect, the present application provides a business trip recommending apparatus, including:

at least one processor; and a memory communicatively coupled to the at least one processor. Wherein the memory stores instructions executable by the at least one processor to cause the at least one processor to perform functions of:

In yet another aspect, the present application provides a non-transitory computer storage medium storing computer-executable instructions for travel recommendation, wherein the computer-executable instructions are configured to:

and receiving business travel events sent by the first terminal. Wherein, the business travel event is generated after the enterprise bids online. And acquiring terminal position information of the first terminal. And generating a plurality of corresponding business travel routes and sending the business travel routes to the first terminal based on a pre-trained route prediction model and according to the terminal position information and the appointed place in the business travel event so as to determine a target business travel route based on the operation of the user on the first terminal. Wherein, the route prediction model is a neural network model. And determining at least one pending business travel scheme corresponding to the target business travel route based on the target business travel route and the business travel personnel information corresponding to the business travel event. And determining a business budget corresponding to each business travel scheme to be decided, and sending each business travel scheme to be decided and the corresponding business travel budget to the first terminal so that a user corresponding to the first terminal can select a target business travel scheme.

This application is through obtaining the business travel incident, according to business travel number, business travel personnel corresponding rank etc. generate reasonable feasible pending business travel scheme, let the user that first terminal corresponds select suitable target business travel scheme. After the enterprise bids online, a reasonable and feasible business travel scheme is provided for the follow-up business travel behaviors of the enterprise, and the burden of arranging business travel by the enterprise is reduced. Moreover, the reasonable business travel scheme improves the approval degree of enterprises to the business travel scheme, and effectively ensures the user experience.

Drawings

The accompanying drawings, which are included to provide a further understanding of the application and are incorporated in and constitute a part of this application, illustrate embodiment(s) of the application and together with the description serve to explain the application and not to limit the application. In the drawings:

fig. 1 is a schematic flowchart of a business trip recommendation method according to an embodiment of the present application;

fig. 2 is another schematic flow chart of a business trip recommendation method according to an embodiment of the present application;

fig. 3 is another schematic flow chart of a business trip recommendation method according to an embodiment of the present application;

fig. 4 is another schematic flow chart of a business trip recommendation method according to an embodiment of the present application;

fig. 5 is another schematic flow chart illustrating a business trip recommendation method according to an embodiment of the present application;

fig. 6 is another schematic flow chart of a business trip recommendation method according to an embodiment of the present application;

fig. 7 is a schematic structural diagram of a business trip recommendation device in an embodiment of the present application.

Detailed Description

In order to make the objects, technical solutions and advantages of the present application more apparent, the technical solutions of the present application will be described in detail and completely with reference to the following specific embodiments of the present application and the accompanying drawings. It should be apparent that the described embodiments are only some of the embodiments of the present application, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present application.

Since people enter the information age, enterprises around the world have business round trip, and the enterprises carry out reasonable arrangement on business trip personnel and are very important for all enterprises. How to arrange unreasonable business travel can cause service delay and bring huge loss to enterprises.

Based on the above, the application provides a business travel recommendation method, device and medium, which are used for providing a reasonable and feasible business travel scheme.

Various embodiments of the present application are described in detail below with reference to the accompanying drawings.

An embodiment of the present application provides a business trip recommendation method, as shown in fig. 1, the method may include steps S101 to S105:

s101, the server receives business travel events sent by the first terminal.

Wherein, the business travel event is generated after the enterprise bids online.

In this embodiment, the business trip event may include an appointed time and an appointed place, the first terminal may correspond to a terminal in an enterprise, and a user of the first terminal may be an employee and a leader responsible for communicating with other enterprises, and in the process that the enterprise performs an online bidding service and a business negotiation with another enterprise through the network platform, the enterprise may make employees of the enterprise confirm on site at a bidding company, or the enterprises sign up and coordinate in the same place, thereby generating the business trip event. The first terminal can send an appointed time and an appointed place, the appointed time and the appointed place correspond to a business travel event, and the server can obtain the business travel event. The first terminal may be a mobile phone, a computer, or other devices, which is not specifically limited in this application.

It should be noted that the server exists as an execution subject of the business trip recommendation method by way of example, and is not limited to the server, and the present application is not limited to this specifically.

S102, the server obtains the terminal position information of the first terminal.

The server can determine the position information of the first terminal, the user corresponding to the first terminal does not need to select the current position, the server can generate a business trip route, user operation is reduced, and the user experience is improved.

S103, the server generates a plurality of corresponding business travel routes and sends the business travel routes to the first terminal based on a pre-trained route prediction model and according to terminal position information and appointed places in business travel events, and a target business travel route is determined based on the operation of a user on the first terminal.

Wherein, the route prediction model is a neural network model.

In this embodiment of the application, the server may use the terminal location information and the appointed place of the business trip event as input data of the neural network model, and the neural network model trains a route from the terminal location information to the appointed place and outputs a plurality of business trip routes from the terminal location to the appointed place. For example, the terminal position is point A, the appointed place is point B, and the neural network model can determine business travel routes such as A-C-D-B, A-D-B, A-E-B and the like. The first terminal can determine one route from the N business travel routes as a target business travel route of the business travel event.

S104, the server determines at least one pending business travel scheme corresponding to the target business travel route based on the target business travel route and the business travel personnel information corresponding to the business travel event.

In this embodiment of the present application, the information of the business travelers may include at least: the number of the business travelers and the corresponding level of the business travelers. The enterprise can determine the number of the business travelers and the level of the business travelers according to the actual conditions of the enterprise bid on line. The enterprise can send the business and travel personnel information to the server through the first terminal, so that the server generates a business and travel scheme.

At this time, the server may reasonably generate the business trip plan according to the business trip personnel information sent by the first terminal, and the appointed time and the appointed place in the business trip time. For example, the business travel personnel is an enterprise manager, the current position of the enterprise manager is Beijing, the appointed place is Hainan, the appointed time is tomorrow, and the server can determine the air ticket as a business cabin according to the level of the enterprise manager in a company to generate a business travel scheme from Beijing to Hainan.

For another example, the business travel personnel are common employees, the current position of the common employees is Beijing, the appointed place in the business travel time is Guangdong, the appointed time is acquired, the server determines that the air ticket is the economy class according to the grade of the common employees, and the server generates the business travel scheme from Beijing to Guangdong for the common employees.

Because in the business trip scheme, the subjective factor that can select is more, like the selection of vehicle, the selection of hotel star level, the server can be according to the personnel's information of business trip and the business trip time, generates at least one scheme of waiting to be businessman, and the scheme of waiting to be businessman can correspond different business trip budgets, different modes of transportation, different hotel shelves rank etc. lets user oneself select suitable business trip scheme in this multiple scheme of waiting to be businessman.

In an embodiment of the present application, the server may determine the pending business trip plan according to the following plan, as shown in fig. 2, specifically including the following steps:

s201, the server determines a business and travel budget interval corresponding to each business and travel person according to the target business and travel route and the corresponding level of each business and travel person in the business and travel person information.

Before determining at least one pending business trip scheme, the server can select a business trip budget interval according to a target business trip route and the corresponding level of each business trip person in the business trip person information. Specifically, if the road fee in the target business trip route is 10000, the business trip staff corresponding to the business trip staff with the higher manager level is different, the road fee may float, the requirement for the hotel is different, each level staff has different star levels corresponding to the hotel and has different expenses, and the business trip budget intervals corresponding to different business trip staff are calculated according to the expenses in the target business trip route and the expenses of the business trip staff at different levels. The budget interval of the travel staff a is [20000,50000], and the budget interval of the travel staff b is [10000,20000 ].

S202, the server determines the pending business travel scheme corresponding to each business travel personnel in each business travel budget interval.

And the server generates a pending business trip scheme corresponding to each business trip person according to the business trip budget interval of each business trip person. Corresponding business travel schemes are generated for different business travel personnel, different requirements of users during business travel can be met, and user experience is improved.

S203, generating at least one pending business travel scheme based on the pending business travel schemes corresponding to the business travel personnel.

And the server determines the pending business travel scheme containing the pending business travel scheme according to the pending business travel scheme.

This application is through above-mentioned scheme, according to business and travel route and business and travel personnel's information, confirms business and travel budget interval to according to the business and travel budget interval that business and travel personnel correspond, generate the business and travel scheme for the user in a flexible way, for the user reduces the expenditure of business and travel budget expense, improved user's use experience degree.

S105, the server determines the business budget corresponding to each business scheme to be ordered, and sends each business scheme to be ordered and the business budget corresponding to each business scheme to the first terminal, so that a user corresponding to the first terminal can select a target business scheme.

In the embodiment of the application, the server sends each pending business trip scheme and the business trip budget corresponding to each pending business trip scheme to the first terminal, and a user of the first terminal can select a suitable target business trip scheme from the pending business trip schemes by comparing.

After the first terminal selects the target business travel scheme, the server may determine a related second terminal to the first terminal, where the second terminal may be a business travel person corresponding to the target business travel scheme. The method comprises the following specific steps:

the server sends the terminal binding information to the first terminal. The terminal binding information is used for acquiring second terminals corresponding to the first terminals and terminal identifications of the second terminals; the second terminal corresponds to a travel person in a travel event.

And the server receives a terminal identifier of the second terminal, which is sent by the first terminal, wherein the terminal identifier can be a mobile phone number, a mailbox number and the like of the second terminal.

And the server determines the sub-business travel scheme and the corresponding business travel budget corresponding to each business travel personnel from the target business travel scheme.

And the server determines the corresponding level of the business and travel personnel corresponding to the second terminal, and determines the sub business and travel scheme corresponding to the second terminal in the target business and travel scheme. For example, in the target business travel plan, business travel persons may exist in different levels, the first business travel person ticket is a business cabin, the second business travel person ticket is an economy cabin, and their corresponding business travel budgets are different, so that different sub-business travel plans need to be sent to their corresponding second terminals respectively.

And the server sends each subprogram and the corresponding business trip budget to the corresponding second terminal.

The second terminal may be a mobile phone, a computer, a tablet, or other device, and the second terminal is not specifically limited in this application.

Through the scheme, the demands of different people in an enterprise can be met, the generated business travel scheme is more humanized, and the use experience of business travel personnel is improved.

In an actual business trip process of the business trip staff, the business trip staff may not be located at a position corresponding to the enterprise location of the first terminal, and the business trip budget generated by the server is not accurate enough, so the following embodiment is further provided, as shown in fig. 3, specifically including steps S301 to S303:

s301, the server receives the updated business budget information sent by the second terminal.

And updating the business trip budget information to indicate that the business trip budget is adjusted.

In this embodiment of the application, a business trip staff corresponding to the second terminal may check whether a business trip budget corresponding to the target business trip plan meets the current budget, and when the business trip budget is not enough to support the business trip, the business trip budget updating information may be sent to the server through the second terminal. In the present application, the second terminal may be a plurality of terminals, that is, a plurality of travel staff, and the number of the second terminal is not particularly limited.

In one embodiment of the present application, in order to improve the experience of the businessmen, an additional businessman budget may be added to the updated businessman budget information.

S302, the server determines at least one new sub-businessman travel scheme corresponding to the second terminal and the corresponding sub-businessman travel budget according to the user current position information in the updated business travel budget information.

After receiving the updated travel budget information, the server may determine the current location information of the user corresponding to the second terminal, for example, the current location of the user is in the tibet, the appointed place of the travel event is in the south of the sea, and the server may generate a new travel plan for the second terminal according to the airline tickets, hotels, and the like from the tibet to the south of the sea, and determine the travel budget of the new travel plan.

In another embodiment of the present application, the update of the travel budget information may be generated before the second terminal performs a travel activity according to the target travel plan, or may be generated in the middle of a travel according to the target travel plan. The current position of the user corresponding to the second terminal needs to be determined to update the business trip budget information, and a new sub-business trip scheme is generated, so that a business trip scheme which is in accordance with the actual situation and reasonable can be provided for enterprises.

In another embodiment of the present application, the server may determine that the second terminal performs the addition of the business trip budget based on the previous business trip budget, and generate at least one new sub-business trip plan and the corresponding sub-business trip budget according to the added business trip budget, where the sub-business trip budget is less than the added business trip budget.

S303, the server sends the at least one new travel scheme and the corresponding travel budget to the second terminal, so that a travel staff corresponding to the second terminal sends the re-determined corresponding travel scheme to the first terminal, and the first terminal updates the target travel scheme according to the travel scheme.

In this embodiment of the application, the server may send at least one new travel plan and corresponding travel budget to the second terminal, and the second terminal may view and select the new travel plan and corresponding travel budget, and send the selected new travel plan and corresponding travel budget to the first terminal. And the first terminal determines the subprogram scheme and updates the previous target business scheme.

This application can in time know user's demand through above-mentioned scheme to satisfy user's demand, for the user provides reasonable, feasible business trip scheme, improve user's experience at the business trip in-process, make the user not for the accident that appears in the business trip and reduced the progress that enterprise's business goes on, improved user experience degree.

In actual business trip in-process, the business trip personnel probably report the business trip budget for satisfying individual demand, bring harmful effects for the enterprise, consequently following scheme has been taken in this application, solve the trust problem that the business trip in-process appears, as shown in fig. 4, include following step:

s401, the server determines a difference value between the business trip budget in the updated business trip budget information and the business trip budget corresponding to the target business trip plan.

In this embodiment of the application, the server determines the trip budget in the updated trip budget information from the second terminal, and if the trip budget in the updated trip budget information is 40000, and the server determines that the trip budget corresponding to the target trip plan is 35000, the difference is 40000-. In addition, it should be clear that, since there is a case that the travel budget in the updated travel budget information is smaller than the travel budget corresponding to the target travel plan, the difference may also be a negative number.

S402, the server determines the adding proportion according to the difference and the business trip budget corresponding to the target business trip scheme.

Specifically, if the difference is 5000 and the business trip budget corresponding to the target business trip plan is 35000, the appending proportion is 35000

The addition herein does not refer to increasing the trip budget value, and the addition ratio may be negative.

S403, under the condition that the adding proportion is larger than the first preset threshold, the server determines the business trip budget credit corresponding to the difference between the first preset threshold and the adding proportion according to the difference between the first preset threshold and the adding proportion.

The business trip budget credit degree and the first preset threshold value are in positive correlation.

The server determines an addition ratio and compares the addition ratio with a first preset threshold, where the first preset threshold may be determined according to the current location of the second terminal, and if the current location of the second terminal is farther from the enterprise, the first preset threshold is relatively large. Or the second terminal can be determined according to the business trip budget credit of the business trip personnel corresponding to the second terminal. If the business trip budget credit is 100, the first preset threshold may be 30%.

The server determines the difference between the first preset threshold and the appending proportion, for example, 20% -14.3% — 5.7%, and then determines the corresponding business trip budget credit of 5.7%, and the corresponding relationship may be, for example, 5.7% corresponding to the business trip budget credit of 0.057. The larger the credit degree of the business trip budget is, the larger the first preset threshold value is, and the two are in positive correlation.

S404, the server adds the business and travel budget credit degree to the business and travel budget credit degree of the business and travel staff corresponding to the second terminal.

The server can add the business trip budget credit into the business trip budget credit of the business trip personnel corresponding to the second terminal, and the business trip personnel can control the adding degree of the business trip budget when updating the business trip scheme according to the business trip budget credit. Specifically, the business trip budget credit is 0.057, the business trip budget credit of the business trip personnel corresponding to the second terminal is 90, and after the business trip budget credit is added, the business trip budget credit of the business trip personnel corresponding to the second terminal is 90.057.

For another example, the business trip budget credit is-0.5, the business trip budget credit of the business trip person corresponding to the second terminal is 95, and after the business trip budget credit is added, the business trip budget credit of the business trip person corresponding to the second terminal is 95-0.5 ═ 94.5.

In order to improve the user experience, the conditions that the passengers wait for the vehicle during the trip are considered, and corresponding measures for relieving the boring and embarrassing situation can be provided for the user. Specifically, as shown in fig. 5, the method specifically includes the following steps:

s501, the server determines two adjacent travel orders which are sequentially arranged in time in the target business travel scheme.

In this embodiment, the server may determine two adjacent travel orders arranged in sequence in time in the target travel plan. Specifically, in the target business travel scenario, there may be multiple travel orders, for example, from a to C, where a bus needs to be taken from a to B, and then an airplane needs to be taken from B to C, where a-B is one travel order, B to C are one travel order, and the two travel orders are two adjacent travel orders arranged in sequence in time.

S502, before the next travel order in the two adjacent travel orders is not triggered, the server calculates the time difference between the arrival time of the previous travel order and the departure time of the next travel order.

Specifically, when the a location arrives at the B location, and the travel order from the B location to the C location is not triggered, that is, the riding time or boarding time is not reached, the server may calculate a time difference between the arrival time of the traveler at the B location and the departure time of the travel order from the B location to the C location, for example, eight am when the traveler arrives at the B location, seven pm when the departure time of the travel order from the B location to the C location is, and the time difference is 11 hours.

And S503, the server acquires the destination of the previous travel order or the geographical position of the departure place of the next travel order under the condition that the time difference is larger than a second preset threshold value.

The server determines whether the time difference is greater than a second preset threshold, which is set, for example, 1 hour, since the traveler may need to arrive at the departure location in the travel order before the departure time of the next travel order starts. When the time difference is greater than 1 hour, the server may obtain the geographic location of the destination of the previous travel order or the origin of the subsequent travel order.

S504, the server determines the leisure place within the range with the geographic position as the center of a circle and a third preset threshold as the radius according to the preset electronic map.

The server can use the geographic position as the center of a circle and a third preset threshold as a leisure place within the radius range according to the geographic position of the destination of the previous travel order or the starting place of the next travel order. The third preset threshold may be a distance that the travel staff can reach the departure place of the next travel order within 1 hour of the second preset threshold. Leisure venues provided herein include, but are not limited to, food squares, restaurants, billiard halls, and the like.

And S505, the server searches the score of the leisure place and determines the leisure place with the score larger than a fourth preset threshold value.

In order to improve the experience of the business travelers, the server can determine the score of the leisure place through third-party software and the like, and the server determines the leisure place with the score larger than a fourth preset threshold value.

S506, the server sends the leisure place with the score larger than the fourth preset threshold value to the second terminal.

This application is through above-mentioned scheme, can alleviate the fatigue of business trip personnel in the business trip in-process for business trip personnel have sufficient spirit to carry out the business of enterprise's handling. Fully consider the experience of business travel personnel, improved the degree of experience of user to the business travel scheme.

In order to improve the experience degree of the user, the evaluation of the user after experiencing the target business trip scheme can be obtained, and the attention of the user is paid to the attention when the business trip scheme is provided for the user next time. As shown in fig. 6, the method specifically includes the following steps:

s601, the server sends a request to be evaluated to the first terminal so as to receive evaluation information sent by the first terminal based on the request to be evaluated.

After the business trip personnel complete the business trip event according to the target business trip scheme, the server can send a request to be evaluated to the first terminal, and the first terminal can evaluate the target business trip scheme according to the request to be evaluated.

S602, the server identifies the evaluation information and determines the business travel attention parameters of the enterprise corresponding to the target business travel scheme.

In this embodiment of the application, the server may identify the evaluation information, which is specifically as follows:

the server acquires evaluation data in the evaluation information.

The evaluation information may be data such as voice and text, and the server determines the travel attention parameter based on the data such as voice and text. When the evaluation information is voice data, the evaluation information can be analyzed by a voice recognition technology, such as Baidu voice recognition API.

And the server performs word segmentation processing on the evaluation data to obtain word segmentation results.

In the embodiment of the application, the server may perform word segmentation processing on the evaluation data according to a viterbi algorithm, and calculate the probability of each word after the word segmentation processing. Then, from the starting node to the last node, finding the next node with the maximum probability corresponding to the previous node in sequence until finding the optimal word segmentation result as the word segmentation result.

And the server carries out vectorization processing on the word segmentation result and inputs the word segmentation result after vectorization processing into a pre-trained semantic recognition model.

In the embodiment of the application, the server may adopt text vectorization methods such as a bag-of-words model and word2vec to perform vectorization processing on the word segmentation result, and the text vectorization method is not specifically limited in the application. The semantic recognition model can be an LSTM model, and corresponding evaluation types are output according to input of word segmentation results. Such as: the input is 'hotel traffic is inconvenient', and the output is: and (4) poor evaluation.

And the server determines the evaluation type corresponding to the evaluation information according to the output result of the semantic recognition model.

The evaluation type may be poor evaluation, medium evaluation, good evaluation, irrelevant evaluation, malicious evaluation, and the like.

And the server determines a plurality of keywords in the evaluation data according to the evaluation type.

The server can determine the evaluation types, the evaluation types are different, and the keywords are extracted differently, for example, if the evaluation is poor and the user considers that the hotel traffic is inconvenient, the keyword 'hotel traffic' is extracted. If a irrelevant evaluation indicates that the weather is good, the evaluation is irrelevant to the target business travel scheme, and keywords of the evaluation data are not extracted.

The server inputs a plurality of keywords into a preset sample library.

The preset sample library can be a keyword sample library acquired through the Internet or a sample library acquired in other ways.

The server screens and eliminates a plurality of key words in a preset sample library to determine the attention parameters of the business trip.

In the preset sample library, keywords may be "hotel traffic", "convenience", "I", and the like, and the server screens and rejects the keywords of "hotel traffic", and then determines that the business and travel attention parameter is "hotel traffic".

S603, under the condition that the server receives the corresponding business trip event sent by the first terminal again, determining at least one pending business trip scheme corresponding to the business trip event based on the business trip concern parameters.

When the server receives the travel event sent by the first terminal again, the server can check the travel attention parameter corresponding to the first terminal, such as 'hotel traffic', and provide hotel traffic convenience for the first terminal in the process of generating the pending travel plan for the first terminal.

In an embodiment of the application, in order to normally perform business, and prevent the business budget from exceeding the budget required by the company, the server sends the business budget use progress corresponding to the target business plan and the use condition of the business order in the target business plan to the first terminal, so that the user corresponding to the first terminal prompts corresponding business personnel.

In an embodiment of the application, the server may further generate a prompt message according to the business budget use progress corresponding to the target business scheme, and send the prompt message to the second terminal, so as to prompt business staff corresponding to the second terminal to control the business budget use. The prompt message may comprise a voice, text, etc.

Fig. 7 is a schematic structural diagram of a business travel recommendation apparatus provided in an embodiment of the present application, and as shown in fig. 7, the apparatus includes:

at least one processor; and a memory communicatively coupled to the at least one processor. Wherein the memory stores instructions executable by the at least one processor to enable the at least one processor to:

The present application further provides a non-volatile computer storage medium for business trip recommendation, storing computer-executable instructions configured to:

The embodiments in the present application are described in a progressive manner, and the same and similar parts among the embodiments can be referred to each other, and each embodiment focuses on the differences from the other embodiments. In particular, as for the device and medium embodiments, since they are substantially similar to the method embodiments, the description is relatively simple, and reference may be made to some descriptions of the method embodiments for relevant points.

The device, the medium and the method provided by the embodiment of the application are in one-to-one correspondence, so the device and the medium also have beneficial technical effects similar to those of the corresponding method.

It should also be noted that the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or apparatus. Without further limitation, an element defined by the phrase "comprising an … …" does not exclude the presence of other like elements in a process, method, article, or apparatus that comprises the element.

The above description is only an example of the present application and is not intended to limit the present application. Various modifications and changes may occur to those skilled in the art. Any modification, equivalent replacement, improvement, etc. made within the spirit and principle of the present application should be included in the scope of the claims of the present application.

Claims

1. A business trip recommendation method, the method comprising:

receiving a business travel event sent by a first terminal; wherein the business travel event is generated after the enterprise bids online; and

acquiring terminal position information of the first terminal;

generating a plurality of corresponding business travel routes and sending the business travel routes to the first terminal based on a pre-trained route prediction model and according to the terminal position information and the appointed place in the business travel event, so as to determine a target business travel route based on the operation of the user on the first terminal; wherein the route prediction model is a neural network model;

determining at least one pending business travel scheme corresponding to the target business travel route based on the target business travel route and business travel personnel information corresponding to the business travel event;

and determining a business budget corresponding to each pending business travel scheme, and sending each pending business travel scheme and the corresponding business budget to the first terminal so that a user corresponding to the first terminal can select a target business travel scheme.

2. The method of claim 1, wherein after the user corresponding to the first terminal selects the target travel plan, the method further comprises:

sending terminal binding information to the first terminal; the terminal binding information is used for acquiring second terminals corresponding to the first terminal and terminal identifications of the second terminals; the second terminal corresponds to a business travel person in the business travel event;

determining a sub-business travel scheme and a corresponding business travel budget corresponding to each business travel person from the target business travel scheme;

and sending each sub-business travel scheme and the corresponding business travel budget to the corresponding second terminal.

3. The method of claim 2, wherein after transmitting each of the travel plans and the corresponding travel budget to the corresponding second terminal, the method further comprises:

receiving the updated business budget information sent by the second terminal; wherein the updated business trip budget information is used for indicating adjustment of business trip budget;

determining at least one new subprocessor travel scheme corresponding to the second terminal and a corresponding subprocessor travel budget according to the user current position information in the updated business travel budget information;

and sending the at least one new subprocessor travel scheme and the corresponding business travel budget to the second terminal, so that business travel personnel corresponding to the second terminal can send the corresponding subprocessor travel scheme determined again to the first terminal, and the first terminal can update the target business travel scheme according to the subprocessor travel scheme.

4. The method of claim 3, wherein after receiving the updated business trip budget information sent by the second terminal, the method further comprises:

determining a difference value between the business trip budget in the updated business trip budget information and the business trip budget corresponding to the target business trip plan;

determining an additional proportion according to the difference and the business trip budget corresponding to the target business trip scheme;

under the condition that the addition proportion is larger than a first preset threshold, determining the business and travel budget credit corresponding to the difference between the first preset threshold and the addition proportion according to the difference between the first preset threshold and the addition proportion; wherein the business trip budget credit degree and the first preset threshold value are in positive correlation;

and adding the business and travel budget credit into the business and travel budget credit of the business and travel staff corresponding to the second terminal.

5. The method according to claim 1, wherein determining at least one pending business trip plan corresponding to the target business trip route based on the target business trip route and business trip personnel information corresponding to the business trip event specifically comprises:

determining a business trip budget interval corresponding to each business trip person according to the target business trip route and the corresponding level of each business trip person in the business trip person information;

determining a pending business trip scheme corresponding to each business trip personnel in each business trip budget interval;

and generating at least one pending business travel scheme based on the pending business travel scheme corresponding to each business travel personnel.

6. The method of claim 2, further comprising:

determining two adjacent travel orders which are sequentially arranged in time in the target business travel scheme;

before the next travel order in the two adjacent travel orders is not triggered, calculating the time difference between the arrival time of the previous travel order and the departure time of the next travel order;

under the condition that the time difference value is larger than a second preset threshold value, acquiring the destination of the previous travel order or the geographical position of the departure place of the next travel order;

determining a leisure place within a range taking the geographic position as a circle center and a third preset threshold as a radius according to a preset electronic map;

searching the score of the leisure place, and determining the leisure place with the score larger than a fourth preset threshold value;

and sending the leisure place with the score larger than a fourth preset threshold value to the second terminal.

7. The method of claim 1, wherein after the user corresponding to the first terminal selects the target travel plan, the method further comprises:

sending a request to be evaluated to the first terminal so as to receive evaluation information sent by the first terminal based on the request to be evaluated; wherein the evaluation information is composed of at least any one of: characters, voice, pictures;

identifying the evaluation information, and determining a business trip concern parameter of the enterprise corresponding to the target business trip scheme;

and under the condition that the corresponding business travel event sent by the first terminal is received again, determining at least one pending business travel scheme corresponding to the business travel event based on the business travel attention parameter.

8. The method according to claim 7, wherein in a case that the evaluation information includes text and/or voice, identifying the evaluation information, and determining a travel attention parameter of an enterprise corresponding to the target travel plan specifically includes:

acquiring evaluation data in the evaluation information;

performing word segmentation processing on the evaluation data to obtain word segmentation results;

vectorizing the word segmentation result, and inputting the vectorized word segmentation result into a pre-trained semantic recognition model;

determining an evaluation type corresponding to the evaluation information according to an output result of the semantic recognition model;

determining a plurality of keywords in the evaluation data according to the evaluation type;

inputting a plurality of keywords into a preset sample library;

and screening and removing a plurality of key words in the preset sample library to determine the business travel attention parameters.

9. An apparatus for recommending business trips, the apparatus comprising:

at least one processor; and a memory communicatively coupled to the at least one processor; wherein the memory stores instructions executable by the at least one processor to enable the at least one processor to:

acquiring terminal position information of the first terminal;

and determining a business trip budget corresponding to each pending business trip scheme, and sending each pending business trip scheme and the corresponding business trip budget to the first terminal so that a user corresponding to the first terminal can select a target business trip scheme.

10. A non-transitory computer storage medium storing computer-executable instructions for travel recommendation, the computer-executable instructions configured to:

acquiring terminal position information of the first terminal;