CN117271744A - Travel itinerary generation method, travel itinerary generation system, electronic device and storage medium - Google Patents
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Abstract
The invention discloses a travel route generation method, a travel route generation system, electronic equipment and a storage medium, wherein the travel route generation method comprises the following steps: acquiring question and answer data; analyzing and processing the question-answer data by adopting a natural language model to obtain journey configuration information; wherein the trip configuration information includes: departure place, destination and number of people; a base travel itinerary is generated that matches the itinerary configuration information. According to the invention, the question-answer data is acquired through the question-answer type natural language interaction, the route configuration information is obtained after the question-answer data is analyzed, the basic travel route conforming to the route configuration information is generated, the user can rapidly display the travel route conforming to the user requirement only through the natural language input, the time consumed for planning the route is reduced, the convenience of user operation is improved, and the user experience is improved.
Description
Technical Field
The present invention relates to the field of artificial intelligence, and in particular, to a method, a system, an electronic device, and a storage medium for generating a travel itinerary.
Background
On the trip, the user may need to book travel products and plan trips. When planning a journey, a user usually needs to look over a plurality of travel strategies, know the characteristics of different journey, and then make own travel plans based on own demands. When booking travel products, users often need to search and screen for the most suitable travel products in multiple rounds according to their own personalized needs, such as: travel location, number of people, budget, location, etc. The interaction modes of the searching and screening are slightly different in different platforms. The learning cost and the operation cost are high for the user. This process is very time consuming and laborious and the user experience is poor.
Disclosure of Invention
The invention aims to overcome the defects of time and labor waste in planning a journey in the prior art, and provides a travel journey generating method, a travel journey generating system, electronic equipment and a storage medium.
The invention solves the technical problems by the following technical scheme:
in a first aspect, a method for generating a travel itinerary is provided, the method comprising:
acquiring question and answer data;
analyzing and processing the question-answer data by adopting a natural language model to obtain journey configuration information; wherein the trip configuration information includes: departure place, destination and number of people;
a base travel itinerary is generated that matches the itinerary configuration information.
Optionally, the trip configuration information includes: attaching configuration information; after the generating the basic travel itinerary matching the itinerary configuration information, the method for generating the travel itinerary further comprises:
an optimized travel itinerary is generated that matches the additional configuration information.
Optionally, after the generating the basic travel itinerary matching the itinerary configuration information, the method for generating the travel itinerary further includes:
displaying a page comprising the basic travel itinerary;
after the generating the optimized travel itinerary matching the additional configuration information, the travel itinerary generating method further includes:
and displaying a page comprising the optimized travel itinerary.
Optionally, the method for generating the travel itinerary further includes:
and triggering and storing the optimized travel itinerary to an itinerary page when a storage instruction is received.
Optionally, the method for generating the travel itinerary further includes:
obtaining screening options;
analyzing and processing the screening items by adopting a natural language model;
a target travel product is generated that matches the screening item.
Optionally, after the generating the target travel product matching the screening item, the method for generating the travel itinerary further includes:
jumping to a product list page comprising the target travel product;
when the product list page comprises at least two target travel products, determining the ordering of the target travel products according to the comprehensive evaluation data; wherein the comprehensive evaluation data includes: heat and score.
Optionally, before the natural language model is adopted to analyze and process the screening item, the method for generating the travel itinerary comprises the following steps:
obtaining to-be-selected items according to the question-answer data analysis;
triggering the operation of adding the to-be-selected items to the screening items when an adding instruction is received;
and triggering the operation of deleting the screening item when a deleting instruction is received.
In a second aspect, a travel itinerary generation system is provided, the travel itinerary generation system comprising:
the acquisition module is used for acquiring the question-answer data;
the analysis module is used for analyzing and processing the question-answer data by adopting a natural language model to obtain journey configuration information; wherein the trip configuration information includes: departure place, destination and number of people;
and the basic travel generation module is used for generating a basic travel matched with the travel configuration information.
Optionally, the travel itinerary generating system further includes:
and the optimized travel route generation module is used for generating an optimized travel route matched with the additional configuration information.
Optionally, the travel itinerary generating system further includes:
the display module is used for displaying the page comprising the basic travel itinerary and displaying the page comprising the optimized travel itinerary.
Optionally, the travel itinerary generating system further includes:
and the storage module is used for triggering and storing the operation of optimizing the travel itinerary to the itinerary page when receiving the storage instruction.
Optionally, the travel itinerary generating system further includes:
the screening item acquisition module is used for acquiring screening items;
the screening item analysis module is used for analyzing and processing the screening items by adopting a natural language model;
and the product generation module is used for generating target travel products matched with the screening items.
Optionally, the travel itinerary generating system further includes:
the jump module is used for jumping to a product list page comprising the target travel product;
the ordering module is used for determining the ordering of the target travel products according to the comprehensive evaluation data when the product list page comprises at least two target travel products; wherein, the comprehensive evaluation data includes: heat and score.
Optionally, the travel itinerary generating system further includes:
the to-be-selected item analysis module is used for analyzing to obtain to-be-selected items according to the question-answer data;
the adding module is used for triggering the operation of adding the to-be-selected items to the screening items when an adding instruction is received;
and the deleting module is used for triggering the operation of deleting the screening item when receiving a deleting instruction.
In a third aspect, an electronic device is provided, including a memory, a processor, and a computer program stored on the memory and executable on the processor, the processor implementing the method of generating a travel itinerary described above when executing the computer program.
In a fourth aspect, a computer readable storage medium is provided, on which a computer program is stored, which when executed by a processor implements the method of generating a travel itinerary described above.
On the basis of conforming to the common knowledge in the field, the above preferred conditions can be arbitrarily combined to obtain the preferred examples of the invention.
The invention has the positive progress effects that: according to the invention, the question-answer data is acquired through the question-answer type natural language interaction, the route configuration information is obtained after the question-answer data is analyzed, the basic travel route conforming to the route configuration information is generated, the user can rapidly display the travel route conforming to the user requirement only through the natural language input, the time consumed for planning the route is reduced, the convenience of user operation is improved, and the user experience is improved.
Drawings
FIG. 1 is a flow chart of a method for generating a travel itinerary according to an exemplary embodiment of the invention;
FIG. 2 is a schematic diagram showing voice input in a travel itinerary generating method according to an exemplary embodiment of the present invention;
FIG. 3 is a schematic view of a display of Chinese input in a method for generating a travel itinerary according to an exemplary embodiment of the invention;
FIG. 4 is a schematic display diagram of a page including a base travel itinerary in a method for generating a travel itinerary according to an exemplary embodiment of the invention;
FIG. 5 is a schematic illustration of a display of a product list page of a method for generating a travel itinerary according to an exemplary embodiment of the invention;
FIG. 6 is a block diagram of a travel itinerary generation system according to an exemplary embodiment of the invention;
fig. 7 is a schematic structural diagram of an electronic device according to an exemplary embodiment of the present invention.
Detailed Description
The invention is further illustrated by means of the following examples, which are not intended to limit the scope of the invention.
The embodiment of the invention provides a travel route generation method, referring to fig. 1, comprising the following steps:
and 101, acquiring question and answer data.
The question and answer data comprise content input by a user and content output by a floating layer. Since the generation of travel itineraries typically requires many personalized needs from the user, it is necessary to guide the user into the personalized needs and collect question and answer data.
Specifically, through the composite form of the suspension button and the suspension layer, the user clicks the suspension button on any page, and can quickly enter the question-answering interface and interact on the suspension layer. The manner of entering the question-answering interface, the position of the suspension button and the position of the suspension layer may be selected according to the actual situation, and are not particularly limited herein.
The interaction mode of the floating layer comprises voice input and text input, and a user can select the interaction mode according to the needs. Referring to fig. 2 and 3, fig. 2 is a floating layer of voice input, and contents input by a user in a voice input manner are displayed in the floating layer in a text form. FIG. 3 is a floating layer of text input, in which a user can input desired content in an input box.
And 102, analyzing and processing the question and answer data by adopting a natural language model to obtain the journey configuration information.
Wherein the trip configuration information includes: departure place, destination and number of people. Note that the trip configuration information is not limited to the departure place, destination, and the number of people mentioned in the present embodiment, and may include a budget, and may be specifically selected according to the actual situation, and is not particularly limited herein. In addition, the natural language model mentioned in the present embodiment may include a Large Language Model (LLM), and may be specifically selected according to actual situations, and is not particularly limited herein.
Step 103, generating a basic travel itinerary matched with the itinerary configuration information.
In the embodiment, through the natural language interaction of question and answer, the user establishes a link and trust for the identified requirement and the presented travel itinerary, obtains question and answer data, analyzes the question and answer data to obtain itinerary configuration information, generates the basic travel itinerary conforming to the itinerary configuration information, and can rapidly display the travel itinerary conforming to the requirement of the user only through natural language input, thereby reducing the time consumed for planning the itinerary, improving the convenience of user operation and improving the user experience.
In one embodiment, the trip configuration information includes: additional configuration information. After step 103, the method for generating a travel itinerary further includes:
step 104, generating an optimized travel itinerary matching the additional configuration information.
According to the obtained travel configuration information, a basic travel matched with the travel configuration information is firstly generated, more personalized requirements are asked and answered by a user again in a questioning mode, questioning and answering data containing the personalized requirements are analyzed and processed to obtain additional configuration information, then the basic travel is adjusted according to the additional configuration information, and an optimized travel matched with the additional configuration information is generated.
In this embodiment, the question-answer data including the personalized requirements is analyzed and processed to obtain the additional configuration information, and an optimized travel route matching the additional configuration information is generated, so that the optimized travel route more accords with the personalized requirements of the user, and the user experience is improved.
In one embodiment, after step 103, the method of generating a travel itinerary further includes: a page is presented that includes a base travel itinerary.
As shown in fig. 4, the base travel itinerary and the optimized travel itinerary may be presented to the user through the float layer.
In this embodiment, the generated page including the basic travel itinerary is displayed, so that the user can intuitively understand the generated basic travel itinerary, realize quick display of the basic travel itinerary meeting the user requirements, reduce the time consumed in planning the itinerary, improve the convenience of user operation, and improve the user experience.
In one embodiment, after step 104, the method of generating a travel itinerary further includes: the page including the optimized travel itinerary is presented.
Wherein the optimized travel itinerary is also presented to the user through the float layer.
In the embodiment, the generated page display including the optimized travel itinerary enables the user to intuitively know the generated optimized travel itinerary, the optimized travel itinerary meets the personalized requirements of the user, and the optimized travel itinerary meeting the requirements of the user is quickly displayed.
In one embodiment, the method for generating a travel itinerary further comprises: and triggering and storing the operation of optimizing the travel itinerary to the itinerary page when the storing instruction is received.
Specifically, the floating layer comprises a storage control, and when a user clicks the storage control, a storage instruction is sent out to store the optimized travel itinerary to an itinerary page. The user is able to view and adjust saved travel itineraries on the itinerary page.
In the embodiment, the travel route can be saved and optimized to the travel route page, so that the user can check and adjust the saved travel route again on the travel route page, and the user experience is improved.
In one embodiment, the method for generating a travel itinerary further comprises: and obtaining screening items, and analyzing and processing the screening items by adopting a natural language model to generate target travel products matched with the screening items.
The screening item is a requirement added by a user, can be displayed in the floating layer, and the specific position can be set according to actual conditions, and is not particularly limited herein.
For example, the screening items include swimming pools and hotels, and the generated target travel products are hotels containing the swimming pools after being analyzed and processed by the natural language model.
In this embodiment, the screening item is analyzed and processed to generate the target travel product matching the screening item, so that the time consumed in selecting the travel product is reduced, the operation threshold of the user is reduced, and the convenience of the user operation is improved.
In one embodiment, after generating the target travel product corresponding to the screening item, the travel itinerary generating method further includes: jump to a product list page that includes the target travel product.
When the page jump is involved, the floating layer is always displayed above the page, plays a role in bearing in the process of the page jump, and gives smooth experience to users. As shown in fig. 5, the matching target travel products are presented on a product list page. When the product list page includes at least two target travel products, a ranking of the target travel products is determined based on the comprehensive evaluation data.
Wherein, the comprehensive evaluation data includes: heat and score. The comprehensive evaluation data is not limited to the heat and score mentioned in this embodiment, and may be selected according to actual conditions, and is not particularly limited herein.
The sorting of the target travel products according to the comprehensive evaluation data can be realized through an algorithm or through weighted calculation. For example, the heat and scoring values for each target travel product are weighted, and the target travel products are ranked in reverse order according to the weighted results.
In the embodiment, the matched target travel products are displayed on the product list page, so that a user can intuitively see the target travel products meeting the requirements, and the ordering of the target travel products is determined according to the comprehensive evaluation data, so that the user can quickly know the optimal target travel products, the time for screening the target travel products by the user is saved, and the operation of the user is facilitated.
In one embodiment, the method for generating travel itineraries before analyzing the filter term using the natural language model comprises: and analyzing according to the question and answer data to obtain the to-be-selected items. And triggering the operation of adding the options to be selected to the screening item when receiving the adding instruction. And triggering the operation of deleting the screening item when receiving the deleting instruction.
Specifically, the content input by the user in the question and answer data is analyzed to obtain to-be-selected items representing the user requirements, and when the user clicks the to-be-selected items, an adding instruction is received and an operation of adding the to-be-selected items to the screening items is triggered. In the float layer, the added screening items are displayed to the user, so that the user can quickly perform personalized adjustment, such as deleting the screening items.
And triggering the operation of deleting the screening items when a deleting instruction is received, and displaying the deleted screening items in the floating layer.
In this embodiment, the user may add the screening item, and perform personalized adjustment on the screening item, where the screening item may represent a personalized requirement of the user, and generate a target travel product matching the screening item, so as to quickly display the target travel product meeting the requirement of the user, improve convenience of operation of the user, and improve user experience.
Corresponding to the embodiment of the method for generating the travel itinerary, the embodiment of the invention also provides a system for generating the travel itinerary.
FIG. 6 is a block diagram of a travel itinerary generation system according to an exemplary embodiment of the invention. The travel itinerary generation system includes:
an acquisition module 21 for acquiring question-answer data;
the analysis module 22 is used for analyzing and processing the question-answer data by adopting a natural language model to obtain journey configuration information; wherein the trip configuration information includes: departure place, destination and number of people;
the base travel generation module 23 is configured to generate a base travel route matching the travel configuration information.
Optionally, the travel itinerary generating system further includes:
and the optimized travel route generation module is used for generating an optimized travel route matched with the additional configuration information.
Optionally, the travel itinerary generating system further includes:
the display module is used for displaying the page comprising the basic travel itinerary and displaying the page comprising the optimized travel itinerary.
Optionally, the travel itinerary generating system further includes:
and the storage module is used for triggering and storing the operation of optimizing the travel itinerary to the itinerary page when receiving the storage instruction.
Optionally, the travel itinerary generating system further includes:
the screening item acquisition module is used for acquiring screening items;
the screening item analysis module is used for analyzing and processing the screening items by adopting a natural language model;
and the product generation module is used for generating target travel products matched with the screening items.
Optionally, the travel itinerary generating system further includes:
the jump module is used for jumping to a product list page comprising the target travel product;
the ordering module is used for determining the ordering of the target travel products according to the comprehensive evaluation data when the product list page comprises at least two target travel products; wherein, the comprehensive evaluation data includes: heat and score.
Optionally, the travel itinerary generating system further includes:
the to-be-selected item analysis module is used for analyzing to obtain to-be-selected items according to the question-answer data;
the adding module is used for triggering the operation of adding the to-be-selected items to the screening items when an adding instruction is received;
and the deleting module is used for triggering the operation of deleting the screening item when receiving a deleting instruction.
For system embodiments, reference is made to the description of method embodiments for the relevant points, since they essentially correspond to the method embodiments. The system embodiments described above are merely illustrative, in which the modules illustrated as separate components may or may not be physically separate, and the components shown as modules may or may not be physical, i.e., may be located in one place, or may be distributed over a plurality of network modules. Some or all of the modules may be selected according to actual needs to achieve the purposes of the present invention. Those of ordinary skill in the art will understand and implement the present invention without undue burden.
Fig. 7 is a schematic diagram of an electronic device, showing an exemplary electronic device 30 suitable for use in implementing embodiments of the present invention. The electronic device 30 shown in fig. 7 is only an example and should not be construed as limiting the functionality and scope of use of embodiments of the present invention.
As shown in fig. 7, the electronic device 30 may be embodied in the form of a general purpose computing device, which may be a server device, for example. Components of electronic device 30 may include, but are not limited to: the at least one processor 31, the at least one memory 32, a bus 33 connecting the different system components, including the memory 32 and the processor 31.
The bus 33 includes a data bus, an address bus, and a control bus.
Memory 32 may include volatile memory such as Random Access Memory (RAM) 321 and/or cache memory 322, and may further include Read Only Memory (ROM) 323.
Memory 32 may also include a program tool 325 (or utility) having a set (at least one) of program modules 324, such program modules 324 including, but not limited to: an operating system, one or more application programs, other program modules, and program data, each or some combination of which may include an implementation of a network environment.
The processor 31 executes various functional applications and data processing, such as the methods provided in any of the embodiments described above, by running a computer program stored in the memory 32.
The electronic device 30 may also communicate with one or more external devices 34 (e.g., keyboard, pointing device, etc.). Such communication may be through an input/output (I/O) interface 35. Also, model-generated electronic device 30 may also communicate with one or more networks such as a Local Area Network (LAN), a Wide Area Network (WAN), and/or a public network such as the Internet via network adapter 36. As shown, network adapter 36 communicates with other modules of model-generated electronic device 30 via bus 33. It should be appreciated that although not shown in the figures, other hardware and/or software modules may be used in connection with model-generating electronic device 30, including, but not limited to: microcode, device drivers, redundant processors, external disk drive arrays, RAID (disk array) systems, tape drives, data backup storage systems, and the like.
It should be noted that although several units/modules or sub-units/modules of an electronic device are mentioned in the above detailed description, such a division is merely exemplary and not mandatory. Indeed, the features and functionality of two or more units/modules described above may be embodied in one unit/module in accordance with embodiments of the present invention. Conversely, the features and functions of one unit/module described above may be further divided into ones that are embodied by a plurality of units/modules.
The embodiment of the present invention also provides a computer readable storage medium having stored thereon a computer program which, when executed by a processor, implements the method provided by any of the above embodiments.
More specifically, among others, readable storage media may be employed including, but not limited to: portable disk, hard disk, random access memory, read only memory, erasable programmable read only memory, optical storage device, magnetic storage device, or any suitable combination of the foregoing.
In a possible implementation manner, the embodiment of the invention may also be implemented in the form of a program product, which comprises a program code for causing a terminal device to carry out the method of implementing any of the embodiments described above, when the program product is run on the terminal device.
Wherein the program code for carrying out the invention may be written in any combination of one or more programming languages, which program code may execute entirely on the user device, partly on the user device, as a stand-alone software package, partly on the user device and partly on the remote device or entirely on the remote device.
While specific embodiments of the invention have been described above, it will be appreciated by those skilled in the art that this is by way of example only, and the scope of the invention is defined by the appended claims. Various changes and modifications to these embodiments may be made by those skilled in the art without departing from the principles and spirit of the invention, but such changes and modifications fall within the scope of the invention.
Claims (10)
1. A method of generating a travel itinerary, the method comprising:
acquiring question and answer data;
analyzing and processing the question-answer data by adopting a natural language model to obtain journey configuration information; wherein the trip configuration information includes: departure place, destination and number of people;
a base travel itinerary is generated that matches the itinerary configuration information.
2. The method of generating a travel itinerary according to claim 1, wherein the itinerary configuration information comprises: attaching configuration information; after the generating the basic travel itinerary matching the itinerary configuration information, the method for generating the travel itinerary further comprises:
an optimized travel itinerary is generated that matches the additional configuration information.
3. The travel itinerary generating method according to claim 2, wherein after the generating of the base travel itinerary matching the itinerary configuration information, the travel itinerary generating method further comprises:
displaying a page comprising the basic travel itinerary;
after the generating the optimized travel itinerary matching the additional configuration information, the travel itinerary generating method further includes:
and displaying a page comprising the optimized travel itinerary.
4. The method of generating a travel itinerary according to claim 2, wherein the method of generating a travel itinerary further comprises:
and triggering and storing the optimized travel itinerary to an itinerary page when a storage instruction is received.
5. The method of generating a travel itinerary according to claim 4, wherein the method of generating a travel itinerary further comprises:
obtaining screening options;
analyzing and processing the screening items by adopting a natural language model;
a target travel product is generated that matches the screening item.
6. The method of generating a travel itinerary according to claim 5, wherein after the generating the target travel product matching the screening item, the method of generating a travel itinerary further comprises:
jumping to a product list page comprising the target travel product;
when the product list page comprises at least two target travel products, determining the ordering of the target travel products according to the comprehensive evaluation data; wherein the comprehensive evaluation data includes: heat and score.
7. The method of claim 5, wherein the method of generating the travel itinerary comprises, prior to the analyzing the filtering item using the natural language model:
obtaining to-be-selected items according to the question-answer data analysis;
triggering the operation of adding the to-be-selected items to the screening items when an adding instruction is received;
and triggering the operation of deleting the screening item when a deleting instruction is received.
8. A travel itinerary generation system, the travel itinerary generation system comprising:
the acquisition module is used for acquiring the question-answer data;
the analysis module is used for analyzing and processing the question-answer data by adopting a natural language model to obtain journey configuration information; wherein the trip configuration information includes: departure place, destination and number of people;
and the basic travel generation module is used for generating a basic travel matched with the travel configuration information.
9. An electronic device comprising a memory, a processor and a computer program stored on the memory and executable on the processor, characterized in that the processor implements the method of generating a travel itinerary according to any one of claims 1-7 when executing the computer program.
10. A computer-readable storage medium, on which a computer program is stored, characterized in that the computer program, when being executed by a processor, implements the method of generating a travel itinerary according to any of claims 1-7.
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