CN117971912A - Data query method and related device - Google Patents

Data query method and related device Download PDF

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Publication number
CN117971912A
CN117971912A CN202410309079.XA CN202410309079A CN117971912A CN 117971912 A CN117971912 A CN 117971912A CN 202410309079 A CN202410309079 A CN 202410309079A CN 117971912 A CN117971912 A CN 117971912A
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China
Prior art keywords
additional service
flight
data
search result
user
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CN202410309079.XA
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Chinese (zh)
Inventor
张旭颖
彭明田
张宏海
田丰
战颖
王媛媛
余朝
房健
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China Travelsky Technology Co Ltd
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China Travelsky Technology Co Ltd
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Priority to CN202410309079.XA priority Critical patent/CN117971912A/en
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Abstract

The invention provides a data query method and a related device, which are used for supporting a user to search for additional services simultaneously when the user searches for flights instead of purchasing the additional services after purchasing the air ticket. At the moment, the flight search result corresponding to the flight query information is determined, and the additional service search result matched with the service air span of the flight search result is determined, so that a user can select the flight meeting the user requirement based on the flight search result and the additional service search result, the situation that the flight does not provide additional service required by the user when the user purchases the ticket before purchasing the additional service is avoided, and the user experience is improved. In addition, when the additional service search result is determined, the method of combining the user preference search mode and the intelligent prediction mode can comprehensively determine the additional service required by the user, and further improve the user experience.

Description

Data query method and related device
Technical Field
The present invention relates to the field of data processing, and in particular, to a data query method and related apparatus.
Background
With the continuous development of the aviation industry, airlines have introduced various additional services in order to improve passenger comfort and satisfaction.
The additional service is a passenger self-selection charging service added to the passenger displacement requirement besides the passenger displacement requirement met by the airline company. These services include, but are not limited to: additional baggage check-in, preferential boarding, on-board dining, seat upgrades, airport lounge, wi-Fi wireless network communication technology, and the like.
Currently, when selecting an additional service, a user needs to purchase an air ticket and then select an additional service required by the user from additional services provided by flights corresponding to the air ticket. However, in practical applications, if the flight does not provide the additional service required to be selected by the user, the additional service selection requirement of the user cannot be met, and the user experience is reduced.
Disclosure of Invention
This summary is provided to introduce a selection of concepts in a simplified form that are further described below in the detailed description. This summary is not intended to identify key features or essential features of the claimed subject matter, nor is it intended to be used to limit the scope of the claimed subject matter.
In view of this, the present invention provides a data query method and related device, so as to solve the problem that the user experience is reduced when the user selects the additional service after purchasing the air ticket, and the situation that the user's additional service selection requirement cannot be satisfied will occur.
In order to solve the technical problems, the invention adopts the following technical scheme:
A method of querying data, comprising:
acquiring data query information of a user, wherein the data query information at least comprises flight query information;
Determining a flight search result corresponding to the flight query information;
If the data query information further comprises additional service query information, determining a first additional service search result corresponding to the additional service query information, and predicting a second additional service search result based on the flight query information;
Integrating the first additional service search result and the second additional service search result to obtain an initial additional service search result, and screening additional service search results matched with the service voyage of the flight search result from the initial additional service search result;
integrating the flight search result and the additional service search result to obtain a data search result;
And outputting the data search result.
A data query device, comprising:
The data acquisition module is used for acquiring data query information of a user, wherein the data query information at least comprises flight query information;
the flight searching module is used for determining flight searching results corresponding to the flight inquiry information;
The service search module is used for determining a first additional service search result corresponding to the additional service query information and predicting a second additional service search result based on the flight query information if the data query information further comprises the additional service query information;
the service determining module is used for integrating the first additional service search result and the second additional service search result to obtain an initial additional service search result, and screening the additional service search result matched with the service navigation of the flight search result from the initial additional service search result;
the data integration module is used for integrating the flight search result and the additional service search result to obtain a data search result;
and the result output module is used for outputting the data search result.
A computer readable storage medium storing at least one instruction that when executed by a processor implements the data query method described above.
An electronic device, comprising: a memory and a processor;
Wherein the memory is used for storing programs;
the processor invokes the program and is configured to perform the data query method described above.
Compared with the prior art, the invention has the following beneficial effects:
The invention provides a data query method and a related device, wherein the method does not adopt a mode of purchasing additional services after purchasing air tickets, but supports a user to search for additional services at the same time when the user searches for flights. At the moment, the flight searching result corresponding to the flight searching information is determined, and the additional service searching result matched with the service air span of the flight searching result is determined, so that a user can select the flight meeting the user requirement based on the flight searching result and the additional service searching result, the situation that the flight does not provide additional service required by the user when the user purchases the ticket before purchasing the additional service is avoided, and the user experience is improved.
In addition, when determining the additional service search result, the invention adopts a mode of determining the user preference search mode of the first additional service search result corresponding to the additional service query information and a mode of predicting the second additional service search result based on the flight query information, and the two modes are combined, so that the additional service required by the user can be comprehensively determined, and the user experience is further improved.
Drawings
The above and other features, advantages, and aspects of embodiments of the present disclosure will become more apparent by reference to the following detailed description when taken in conjunction with the accompanying drawings. The same or similar reference numbers will be used throughout the drawings to refer to the same or like elements. It should be understood that the figures are schematic and that elements and components are not necessarily drawn to scale.
FIG. 1 is a flowchart of a data query method according to an embodiment of the present invention;
FIG. 2 is a schematic diagram of an international air ticket search system according to an embodiment of the present invention;
FIG. 3 is a schematic diagram of a scenario of additional service searching according to an embodiment of the present invention;
FIG. 4 is a flow chart of a method for determining additional service search results provided by an embodiment of the present invention;
FIG. 5 is a schematic diagram of an interface according to an embodiment of the present invention;
FIG. 6 is a scene interaction diagram of a data query method according to an embodiment of the present invention;
fig. 7 is a schematic structural diagram of a data query device according to an embodiment of the present invention;
Fig. 8 is a schematic structural diagram of an electronic device according to an embodiment of the present invention.
Detailed Description
Embodiments of the present disclosure will be described in more detail below with reference to the accompanying drawings. While certain embodiments of the present disclosure have been shown in the accompanying drawings, it is to be understood that the present disclosure may be embodied in various forms and should not be construed as limited to the embodiments set forth herein, but are provided to provide a more thorough and complete understanding of the present disclosure. It should be understood that the drawings and embodiments of the present disclosure are for illustration purposes only and are not intended to limit the scope of the present disclosure.
The term "including" and variations thereof as used herein are intended to be open-ended, i.e., including, but not limited to. The term "based on" is based at least in part on. The term "one embodiment" means "at least one embodiment"; the term "another embodiment" means "at least one additional embodiment"; the term "some embodiments" means "at least some embodiments. Related definitions of other terms will be given in the description below.
It should be noted that the terms "first," "second," and the like in this disclosure are merely used to distinguish between different devices, modules, or units and are not used to define an order or interdependence of functions performed by the devices, modules, or units.
It should be noted that references to "one", "a plurality" and "a plurality" in this disclosure are intended to be illustrative rather than limiting, and those of ordinary skill in the art will appreciate that "one or more" is intended to be understood as "one or more" unless the context clearly indicates otherwise.
With the continuous development of the aviation industry, airlines have introduced various additional services for improving passenger comfort and satisfaction, which can also improve airlines income and customer loyalty and viscosity.
The additional service is a passenger self-selection charging service added to the passenger displacement requirement besides the passenger displacement requirement met by the airline company. These services include, but are not limited to: additional baggage check-in, preferential boarding, on-board dining, seat upgrades, airport lounge, wi-Fi wireless network communication technology, and the like. The passenger may choose whether to purchase additional services beyond the ticket, and if the passenger chooses to purchase additional services, the additional service order information and subsequent change information that was purchased will be presented to the passenger's ticket via EMD (Electronicmiscellaneous document, electronic muzzle).
Currently, when additional service selection is performed, additional service sales after ticket purchase are mainly performed. After the ticket is purchased successfully, the user inputs the information of the purchased ticket on self-service equipment or on line, and then inquires and purchases the service in an additional service system, and at this time, the problems possibly generated are as follows:
1) The service wanted by the user is not provided, the additional service selection requirement of the user cannot be met, and the user experience is reduced.
2) The price of other airlines with equal service is more preferential, passengers cannot compare the price in advance, the most preferential scheme cannot be selected, and passengers with potential demands but insufficient knowledge of additional service products cannot be promoted to be buyers.
In order to realize providing the additional service required by the user and improving the conversion rate of the additional service, the preference search function of the user for the additional service can be supported when the user searches for the air ticket, and the user can select an appropriate air ticket based on the air ticket and the search result of the additional service, so that the final flight can meet the travel requirement of the user and also meet the additional service requirement required by the user.
Furthermore, the invention also supports intelligent search, if the user does not input additional service search data, the additional service can be intelligently recommended to the user according to the information of the user, such as the information of the member grade, the travel, the departure place, the destination and the like, and the user experience is further improved.
From the above, the invention belongs to the scene of selling additional services before ticket purchase, and is an intelligent search for additional services meeting the personalized settings of passengers. The present invention encompasses two important additional service search schemes:
(1) For the user who has additional service requirements when searching the air ticket, the passenger expects to inquire specific information and price of the additional service besides the information and price of the flight, at this time, the user can appoint to inquire the specific additional service, the inquired flight is the result of meeting the preference of the additional service of the passenger, and the price of the additional service is returned so as to select the most suitable air ticket.
(2) When the air ticket searching is carried out, passengers without additional service demands can predict some additional services to recommend to the users through the information such as user behavior preference, air ticket journey, departure place destination and the like stored in the database. When the user does not inquire the specific additional service, the system can conduct an intelligent search algorithm, and the quick and accurate search and recommendation of the additional service required by the passenger are realized by combining the historical behavior of the user, the international air ticket search system and the information of related service providers. Through the device, the passenger can conveniently acquire additional services meeting the demands of the passenger, personally customize own travel plans, and improve travel experience.
The invention not only can improve the ticket buying experience of passengers and meet the personalized demands of the passengers, but also can help airlines to obtain larger benefits through product differences and pricing differences.
Based on the above, the present invention provides a data query method and related device, in which the method of purchasing additional services after purchasing air tickets is not adopted any more, but the user is supported to search additional services at the same time when searching for flights. At the moment, the flight searching result corresponding to the flight searching information is determined, and the additional service searching result matched with the service air span of the flight searching result is determined, so that a user can select the flight meeting the user requirement based on the flight searching result and the additional service searching result, the situation that the flight does not provide additional service required by the user when the user purchases the ticket before purchasing the additional service is avoided, and the user experience is improved.
In addition, when determining the additional service search result, the invention adopts a mode of determining the user preference search mode of the first additional service search result corresponding to the additional service query information and a mode of predicting the second additional service search result based on the flight query information, and the two modes are combined, so that the additional service required by the user can be comprehensively determined, and the user experience is further improved.
Referring to fig. 1, an embodiment of the present invention provides a data query method, which may include:
S11, acquiring data query information of a user.
In practical application, if the user needs to take an airplane for the reasons of going out, and the like, the air ticket and additional service can be searched in the air ticket searching system. The application scenario of the invention can be single-pass, round-trip (with gaps) and multi-section travel type air ticket searching.
The air ticket searching system in this embodiment may be, for example, an international air ticket searching system, where the international air ticket searching system includes two core modules, that is, an international air ticket searching module and an additional service searching module, and the international air ticket searching module is used to determine flight information and offers searched by a user. Specifically, the lowest freight rate can be calculated according to the departure place, the destination and the departure date input by the user, and an available flight combination is generated, so that the integrated flight and price information can be obtained. The module is also responsible for providing the inquiry key value of the additional service for the additional service searching module, mainly providing an airline list of the additional service to be inquired and additional service preference setting of the user in the request part of the international air ticket searching, wherein the airline list is the airline corresponding to the flight searched by the international air ticket searching module.
The additional service searching module is used for searching additional service information provided by the flight and quotation. Specifically, the query key value is obtained from the international air ticket search module, and the query key value comprises the list of the air ticket and the additional service preference setting of the user in the request part of the international air ticket search, namely the list of the air ticket and the preference setting together form the query key value of the additional service search module. After the query key value is acquired, the legal additional service data is queried, and the validity period is checked. The price of each additional service is further calculated after the available additional service results are obtained.
The module contains two small modules: 1) Preference searching; 2) And (5) intelligent searching. Namely, the additional service search module supports two modes of preference search and intelligent search, wherein the preference search mainly obtains additional service requirements specified by a user in a request, and the additional service search is completed according to the requirements, such as the user can input preference information such as search key information of the additional service, and the additional service search is performed based on the user input. The intelligent search is to predict the additional service required by the user according to the information of the user member, the historical behavior preference data, the air ticket journey, the departure place destination and the like, and complete the inquiry and calculation of the related additional service. The intelligent search does not need the user to input preference information, and the intelligent recommendation of the additional service is directly carried out for the user.
In this embodiment, the call relationship between the two modules, i.e., the international air ticket search module and the additional service search module, adopts cohesive type, and a single search request is completely completed through one search node server, so that the performance overhead of a network link is reduced to the greatest extent, and therefore, the calculation accuracy and efficiency of the system can be greatly improved.
In the air ticket searching process, a user can input data query information in a searching interface. The data query information at least comprises flight query information, and the flight query information can be information such as departure date, origin, destination and the like.
The data query information may include additional service query information, i.e., user-specified additional service requirements, such as making meal reservations, wi-Fi service reservations, etc., in addition to the flight query information.
In practical applications, additional service preference setting related fields are preconfigured in the interface, as shown in table 1.
TABLE 1
As shown in Table 1, if additional services are to be queried, serviceCode is a field that must be filled, and OC must be filled, representing the additional services to be queried, the remaining four fields are filled as needed, supporting the query of specified additional services in different dimensions. Different settings may meet the different search needs of the passenger, and the following illustrates how three different scenarios should be interface-set.
Scene one: all additional services are queried, not limited in category, only the serviceCode field needs to be set at this time, and the relevant interface is set as a corresponding diagram of scene one in fig. 3.
Scene II: the additional services related to the flight are queried, at this time, a serviceCode and serviceType field are set, and the related interface is set as in the diagram corresponding to scenario two in fig. 3.
Scene III: additional services that are well defined are queried, such as the passenger desiring to reserve a seat ahead (subCode "0B5 stands for seat ahead) and Wi-Fi services provided on board (subCode" 089 "stands for Wi-Fi services on board), where the serviceCode and subCode fields need to be set, and the relevant interface settings are as shown in the diagram corresponding to scenario three in fig. 3.
It should be noted that, when the user inputs information on the search interface, the additional service query information may not be input, and may be specifically selected according to the actual situation. If the user has additional service requirements during the air ticket search, additional service query information can be input. If the user temporarily has no additional service requirement during the air ticket searching, no additional service inquiry information can be input.
After the user inputs the data query information through the search interface, clicking the search or confirmation button to respond the query or search request initiated by the user, thereby obtaining the data query information of the user, wherein the specific content of the data query information can be referred to the corresponding description.
S12, determining a flight search result corresponding to the flight query information.
In this embodiment, the user may specify one or more additional services, and the subsequent international air ticket search module completes the additional service preference search. Before conducting a service search, a flight search is conducted. Specifically, the international air ticket searching module acquires flight inquiry keywords in the flight inquiry information, such as departure date, origin, destination and the like, according to the flight inquiry information in the user request, and then determines flight searching results matched with the flight inquiry keywords, wherein the flight searching results at least comprise flight information (aviation number, departure and arrival airport, departure and arrival time, departure and arrival airport building, model, flight cabin and the like) and freight rate information.
The international air ticket searching module queries applicable flight information and freight rate information according to information such as departure date, origin, destination and the like requested by a user, and integrates freight rate and flight information to obtain flight searching results.
In addition, the international airline ticket search module needs to store a list of airlines for the queried flights for use by the additional service search module when querying applicable freight rate results.
S13, if the data query information further comprises additional service query information, determining a first additional service search result corresponding to the additional service query information, and predicting a second additional service search result based on the flight query information.
Specifically, if the data query information further includes additional service query information, it is indicated that the user has an additional service preferred by the user. At this time, the additional service search module acquires specific additional service query information to be queried, such as OC, from the user request, and then queries the first additional service search result corresponding to the additional service query information.
For example, if the user desires to advance the seat (subCode "0B5 represents an advance seat) and provide Wi-Fi services on board the aircraft (subCode" 089 "represents an on-board Wi-Fi service), then flights corresponding to" 0B5 "and" 089 "may be output.
However, in practical applications, there may not be a certain flight satisfying all the additional services of the user, for example, there is no flight providing "0B5" and "089" at the same time, and at this time, flights capable of providing at least one additional service required by the user may be screened out.
In addition to the additional service search that can be performed according to user preferences, additional service prediction can be performed to provide the user with comprehensive additional services from different angles, so that the user selects an additional service required for himself from among more additional services.
In making additional service predictions, second additional service search results may be predicted based on the flight query information. Referring to fig. 4, the prediction process may include:
S21, determining a first corresponding relation between the user member and the additional service preference data and a second corresponding relation between the user flight data and the additional service preference data.
In this embodiment, when additional service prediction is performed, the correspondence between the additional service preference and the user, that is, the first correspondence and the second correspondence, is obtained based on the big data statistical analysis.
Before statistical analysis is performed, a large amount of user data needs to be collected, and the user data may be data of user members, user flight data (such as air ticket journey, departure place and destination, etc.), and selected additional services, such as meal, wi-Fi service, etc.
In practical application, experience analysis shows that certain regularity exists between the user grade and the user flight data and the additional services, the user grade is different, and the selected additional services are different, for example, the member A likes airport honored guest rest room service, and the member B likes on-board entertainment facility service.
In addition, the user flight data is different, the selected additional service is different, and the ticket journey in the user flight data is taken as an example, so that the sales amount of the on-flight entertainment facility service with longer flight time is higher. Taking the departure place and the destination in the user flight data as examples, the sales amount of the service of the guest airport honored lounge from Shanghai is high.
Therefore, the user member data and the additional service preference data (including the specific additional service selected by the user) corresponding to the user member data may be obtained in advance, and the data statistics analysis (specifically, a big data statistics analysis method may be adopted) may be performed on the user member data and the additional service preference data corresponding to the user member data, so as to analyze and obtain the first corresponding relationship between the user member and the additional service preference data. The first correspondence can characterize regularity between the user member and the additional service.
It should be noted that, because the member levels of the users in different voyages are different, when the first corresponding relationship is constructed, the first corresponding relationship of the different voyages can be constructed, and at this time, statistical analysis needs to be performed on the user member data of the different voyages and the additional service preference data corresponding to the user member data to obtain the first corresponding relationship of the different voyages.
In addition, user flight data and additional service preference data corresponding to the user flight data are obtained, data statistics analysis is carried out on the user flight data and the additional service preference data corresponding to the user flight data, and a second corresponding relation between the user flight data and the additional service preference data is obtained. The second correspondence can characterize regularity between the user flight data and the additional service.
It should be noted that, when the specific analysis is performed on the user flight data, the second correspondence between the user flight data and the additional service preference data may be directly constructed, and the sub-correspondence between the air ticket itinerary in the user flight data and the additional service preference data, and the sub-correspondence between the departure place and the destination in the user flight data and the additional service preference data may be further constructed, where the second correspondence includes the two sub-correspondences.
S22, inquiring from the first corresponding relation to obtain a first additional service corresponding to the user member of the user.
Specifically, for the user, a user member is acquired, and then a first additional service corresponding to the user member is acquired from the first corresponding relation of the different voyages.
S23, inquiring from the second corresponding relation to obtain a second additional service corresponding to the flight inquiry information.
Similar to step S22, the second correspondence is queried, resulting in a second additional service. If the second corresponding relation comprises two sub corresponding relations, respectively inquiring each sub corresponding relation, and then summarizing the obtained result to obtain the second additional service.
And S24, integrating the first additional service and the second additional service to obtain the additional service to be analyzed.
When the first additional service and the second additional service are integrated, the repeated additional service is deleted to obtain the final additional service to be analyzed based on the service names, the service identifiers ID (Identity document) and other unique parameters which can represent the service.
S25, counting the target attribute values of the additional service to be analyzed.
After all of the additional services to be analyzed are obtained, since the predicted additional services are additional services that are additionally provided to the user for reference, the number of predicted additional services may be limited, such as five or ten.
Therefore, a certain number of additional services need to be screened from the additional services to be analyzed. During screening, the target attribute value of the additional service to be analyzed can be based on the target attribute value, wherein the target attribute value can be the attribute value of the target attribute, such as sales volume, preset frequency, off-rate and the like, which can represent the sales condition of the additional service.
In this embodiment, taking the target attribute as the sales volume as an example, the sales volume of each additional service to be analyzed may be counted, and in the specific counting, the sales volume of the last period of time, such as the last month or the last week, may be counted.
S26, screening out additional services to be analyzed, wherein the target attribute value of the additional services meets the preset attribute value screening rule.
Specifically, taking the target attribute as the sales amount as an example, the preset attribute value screening rule may be to screen a preset number (such as five or ten of the above) of additional services to be analyzed before ranking the target attribute value.
In specific implementation, ranking processing can be performed on the additional service to be analyzed according to the target attribute value, and then screening of the additional service to be analyzed is performed according to a preset attribute value screening rule.
S27, taking the screened additional service to be analyzed as a second additional service search result.
That is, in this embodiment, the second additional service search result includes the additional service to be analyzed that is screened out.
When the first additional service search result and the second additional service search result are searched, all flights capable of providing additional services required or predicted by the user are directly screened out, and then a rescreening operation of flights is performed based on the airline list, so that flights which simultaneously satisfy information such as departure date, origin, destination and the like and provide the required or predicted additional services are obtained.
S14, integrating the first additional service search result and the second additional service search result to obtain an initial additional service search result, and screening the additional service search result matched with the service airline of the flight search result from the initial additional service search result.
After the first additional service search result and the second additional service search result are obtained respectively, combining the additional services in the first additional service search result and the additional services in the second additional service search result, and performing a deduplication operation on the additional services with the same service identification during the combination to obtain an initial additional service search result, wherein the implementation process is similar to the integration of the first additional service and the second additional service.
For example, the first additional service search result includes additional services 1, 2 and 3, the second additional service search result includes additional services 1, 5 and 6, and after integrating the first additional service search result and the second additional service search result, the initial additional service search results obtained are 1, 2, 3, 5 and 6.
It should be noted that, in the case where the data query information includes additional service query information, it is necessary to determine a first additional service search result and a second additional service search result, and perform an integration operation on the first additional service search result and the second additional service search result to obtain an initial additional service search result.
In another implementation manner of the present invention, in the case that the data query information does not include additional service query information, a second additional service search result is predicted based on the flight query information, and the implementation process refers to the above corresponding description, and then the second additional service search result is used as an initial additional service search result.
That is, in the case that the data query information does not include the additional service query information, the first additional service search result is not determined any more, only the second additional service search result is determined, and after the second additional service search result is used as the initial additional service search result, the subsequent processing procedure is the same.
After the initial additional service search results are obtained through integration, the initial additional service search results screened out in the embodiment are additional services of all flights, but in practical application, only additional services of flights required by the user are provided for the user, and the flights required by the user are flights in the flight search results. Thus, the initial additional service search results need to be rescreened based on flights.
And when screening is performed again, acquiring a target service department identifier corresponding to the flight search result, namely, the target service department identifier of the flight in the flight search result, such as service department 11, 22 and 33.
And screening the additional service search results of which the service navigation mark of the additional service is the target service navigation mark from the initial additional service search results.
In the development, each additional service is provided by a corresponding service department, so that the service department identifier of the additional service can be obtained, and then the additional service search result of which the service department identifier of the additional service is the target service department identifier is screened out, namely, the flight which simultaneously satisfies the information of departure date, origin, destination and the like and provides the required or predicted additional service can be obtained.
In addition to the above-mentioned determination of the additional service first and then the screening of the additional service based on the service department identifier, it is also possible to determine only the additional service provided by the department corresponding to the target service department identifier when determining the additional service, i.e. to determine the additional service and the screening of the additional service based on the service department identifier as an integral step.
After obtaining additional service search results matching the service flight of the flight search results, validity period verification is performed on the matched additional services to ensure that the data to be subsequently processed is data within the validity period. And the additional service with the verified validity period further processes price data, and the information such as passenger information, geographic information, freight rate and the like needs to be matched and verified to obtain the final additional service price.
And S15, integrating the flight search result and the additional service search result to obtain a data search result.
And in the integration, the airline identifiers of the flights in the flight search results and the airline identifiers of the additional services in the additional service search results can be matched so as to integrate the flights corresponding to the same airline identifier with the additional services to obtain the data search results.
Specifically, the flights in the flight search result have a flight identifier ID, the additional services in the additional service search result also have a flight identifier, and the flight identifiers are matched and correlated to obtain a data search result.
S16, outputting the data search result.
Specifically, after integrating the flight search result and the additional service search result to obtain a data search result, the data search result is returned to the user, that is, the data search result is displayed on the interface, and at this time, the result which the user can see contains flight information, air ticket price and expected additional service.
Additional service information and price return interface examples may be as shown in fig. 5, specific:
the SERVICEFEES node contains an additional service ID and a flight ID and a specific price of the additional service, through which the additional service ID can be associated to the additional service of ocInfos, thereby obtaining specific additional service information, and specific field meanings refer to table 2.
TABLE 2
To make the detailed implementation of the present invention more apparent to those skilled in the art, the description of the overall scheme flow is now presented in conjunction with the description of fig. 6.
In fig. 6, the international air ticket search module queries applicable freight rates, available flights and flight slots according to user requests (including but not limited to departure date, origin, destination, etc., information), and integrates freight rates and flight information to obtain the result of the international air ticket. The module needs to store the list of freight rate carriers when querying applicable freight rate results for use by the additional service search module.
The additional service search module needs to acquire specific additional service information to be queried at first, and mainly comprises two acquisition sources, namely a user requests related nodes, and the additional service search module is obtained by prediction according to information such as historical behavior preference data of a passenger member, an air ticket journey, a departure place destination and the like. And then obtaining a list of voyages to be queried (namely a list of stored voyages) from the international air ticket searching module. The additional service information and the airline list together form a key value for inquiring the additional service, the key value is used for inquiring applicable additional service data, validity period verification is completed, then the price of each additional service is calculated, and finally the additional service information and the flight information are integrated and returned to the user.
In this embodiment, the additional service is not purchased after the air ticket is purchased, but the user is supported to search for the additional service at the same time when the user searches for the flight. At the moment, the flight searching result corresponding to the flight searching information is determined, and the additional service searching result matched with the service air span of the flight searching result is determined, so that a user can select the flight meeting the user requirement based on the flight searching result and the additional service searching result, the situation that the flight does not provide additional service required by the user when the user purchases the ticket before purchasing the additional service is avoided, and the user experience is improved.
In addition, in the invention, the user can input the additional service preference (the preference supports the multi-layer granularity setting) during the international air ticket searching, and the international air ticket and the additional service result expected by the user can be obtained through the logic calculation of the invention. In addition, the invention can analyze the demands of the users by utilizing an intelligent searching algorithm according to the air ticket information and the historical behavior preference data of the members searched by the users, determine the required additional service types, search the additional services meeting the demands of the passengers from the database of the related service provider and display the additional services to the users, thereby realizing the additional recommendation of some required additional services to the users on the basis of the search of the preferred service of the users. When the user does not input specific additional service preference during international air ticket searching, the invention can recommend some required additional services to the user by utilizing an intelligent searching algorithm for the user to reference and select, thereby not only meeting the individual requirements of passengers, but also improving the income of airlines.
The flowcharts 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 names of messages or information interacted between the various devices in the embodiments of the present disclosure are for illustrative purposes only and are not intended to limit the scope of such messages or information.
Although operations are depicted in a particular order, this should not be understood as requiring that such operations be performed in the particular order shown or in sequential order. In certain circumstances, multitasking and parallel processing may be advantageous.
It should be understood that the various steps recited in the method embodiments of the present disclosure may be performed in a different order and/or performed in parallel. Furthermore, method embodiments may include additional steps and/or omit performing the illustrated steps. The scope of the present disclosure is not limited in this respect.
Computer program code for carrying out operations of the present disclosure may be written in one or more programming languages, including, but not limited to, an object oriented programming language such as Java, smalltalk, C ++ and conventional procedural programming languages, such as the "C" programming language or similar programming languages. The program code may execute entirely on the user's computer, partly on the user's computer, as a stand-alone software package, partly on the user's computer and partly on a remote computer or entirely on the remote computer or server. In the case of a remote computer, the remote computer may be connected to the user's computer through any kind of network, including a Local Area Network (LAN) or a Wide Area Network (WAN), or may be connected to an external computer (for example, through the Internet using an Internet service provider).
On the basis of the embodiment of the data query method, another embodiment of the present invention provides a data query device, referring to fig. 7, which may include:
the data acquisition module 11 is configured to acquire data query information of a user, where the data query information includes at least flight query information;
a flight search module 12, configured to determine a flight search result corresponding to the flight query information;
A service search module 13, configured to determine a first additional service search result corresponding to additional service query information if the data query information further includes the additional service query information, and predict a second additional service search result based on the flight query information;
The service determining module 14 is configured to perform an integration operation on the first additional service search result and the second additional service search result to obtain an initial additional service search result, and screen out additional service search results matched with the service flight of the flight search result from the initial additional service search result;
a data integration module 15, configured to integrate the flight search result and the additional service search result to obtain a data search result;
And a result output module 16, configured to output the data search result.
Further, the flight search module 12 is specifically configured to:
And acquiring a flight query keyword in the flight query information, and determining a flight search result matched with the flight query keyword, wherein the flight search result at least comprises flight information and freight rate information.
Further, the service search module 13 includes:
The relationship determination submodule is used for determining a first corresponding relationship between the user member and the additional service preference data and a second corresponding relationship between the user flight data and the additional service preference data;
The first query sub-module is used for querying from the first corresponding relation to obtain a first additional service corresponding to the user member of the user;
The second query sub-module is used for querying from the second corresponding relation to obtain a second additional service corresponding to the flight query information;
The service integration sub-module is used for integrating the first additional service and the second additional service to obtain additional service to be analyzed;
the data statistics sub-module is used for counting the target attribute values of the additional service to be analyzed;
The service screening sub-module is used for screening out additional services to be analyzed of which the target attribute value meets the preset attribute value screening rule;
And the service determination submodule is used for taking the screened additional service to be analyzed as a second additional service search result.
Further, the relationship determination submodule includes:
The first relation generating unit is used for acquiring user member data and additional service preference data corresponding to the user member data, and carrying out data statistics analysis on the user member data and the additional service preference data corresponding to the user member data to obtain a first corresponding relation between the user member and the additional service preference data;
And the second relation generating unit is used for acquiring the user flight data and the additional service preference data corresponding to the user flight data, and carrying out data statistics analysis on the user flight data and the additional service preference data corresponding to the user flight data to obtain a second corresponding relation between the user flight data and the additional service preference data.
Further, the service determination module 14 includes:
The service combination sub-module is used for combining the additional services in the first additional service search result and the additional services in the second additional service search result, and performing de-duplication operation on the additional services with the same service identification during the combination to obtain an initial additional service search result;
The identification acquisition sub-module is used for acquiring a target service navigation identification corresponding to the flight search result;
And the service processing sub-module is used for screening the additional service search result of which the service navigation mark of the additional service is the target service navigation mark from the initial additional service search result.
Further, the data integration module 15 is specifically configured to:
And matching the airline identifiers of the flights in the flight search results with the airline identifiers of the additional services in the additional service search results so as to integrate the flights corresponding to the same airline identifier with the additional services to obtain data search results.
Further, the method further comprises the following steps:
And the service prediction module is used for predicting a second additional service search result based on the flight query information and taking the second additional service search result as an initial additional service search result.
In this embodiment, the additional service is not purchased after the air ticket is purchased, but the user is supported to search for the additional service at the same time when the user searches for the flight. At the moment, the flight searching result corresponding to the flight searching information is determined, and the additional service searching result matched with the service air span of the flight searching result is determined, so that a user can select the flight meeting the user requirement based on the flight searching result and the additional service searching result, the situation that the flight does not provide additional service required by the user when the user purchases the ticket before purchasing the additional service is avoided, and the user experience is improved.
It should be noted that, in the working process of each module and sub-module in this embodiment, please refer to the corresponding description in the above embodiment, and the description is omitted here.
The units involved in the embodiments of the present disclosure may be implemented by means of software, or may be implemented by means of hardware. The name of the unit does not in any way constitute a limitation of the unit itself, for example the first acquisition unit may also be described as "unit acquiring at least two internet protocol addresses".
The functions described above herein may be performed, at least in part, by one or more hardware logic components. For example, without limitation, exemplary types of hardware logic components that may be used include: a Field Programmable Gate Array (FPGA), an Application Specific Integrated Circuit (ASIC), an Application Specific Standard Product (ASSP), a system on a chip (SOC), a Complex Programmable Logic Device (CPLD), and the like.
Based on the embodiments of the data query method and apparatus, another embodiment of the present invention provides a computer readable storage medium storing at least one instruction, where the at least one instruction implements the data query method when executed by a processor.
In the context of this disclosure, a machine-readable medium may be a tangible medium that can contain, or store a program for use by or in connection with an instruction execution system, apparatus, or device. The machine-readable medium may be a machine-readable signal medium or a machine-readable storage medium. The machine-readable medium may include, but is not limited to, an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or any suitable combination of the foregoing. More specific examples of a machine-readable storage medium would include an electrical connection based on one or more wires, a portable computer diskette, a hard disk, a Random Access Memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disc read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing.
It should be noted that the computer readable medium described in the present disclosure may be a computer readable signal medium or a computer readable storage medium, or any combination of the two. The computer readable storage medium can be, for example, but not limited to, an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or a combination of any of the foregoing. More specific examples of the computer-readable storage medium may include, but are not limited to: an electrical connection having one or more wires, a portable computer diskette, a hard disk, a Random Access Memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disc read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing. In the context of this disclosure, a computer-readable storage medium may be any tangible medium that can contain, or store a program for use by or in connection with an instruction execution system, apparatus, or device. In the present disclosure, however, the computer-readable signal medium may include a data signal propagated in baseband or as part of a carrier wave, with the computer-readable program code embodied therein. Such a propagated data signal may take any of a variety of forms, including, but not limited to, electro-magnetic, optical, or any suitable combination of the foregoing. A computer readable signal medium may also be any computer readable medium that is not a computer readable storage medium and that can communicate, propagate, or transport a program for use by or in connection with an instruction execution system, apparatus, or device. Program code embodied on a computer readable medium may be transmitted using any appropriate medium, including but not limited to: electrical wires, fiber optic cables, RF (radio frequency), and the like, or any suitable combination of the foregoing.
The computer readable medium may be contained in the electronic device; or may exist alone without being incorporated into the electronic device.
Based on the embodiments of the data query method and apparatus described above, another embodiment of the present invention provides a computer program product adapted to implement the data query method described above when executed on an electronic device.
In particular, according to embodiments of the present disclosure, the processes described above with reference to flowcharts may be implemented as computer software programs. For example, embodiments of the present disclosure include a computer program product comprising a computer program embodied on a non-transitory computer readable medium, the computer program comprising program code for performing the method shown in the flow chart. In such an embodiment, the computer program may be downloaded and installed from a network via communication means 609, or from storage means 608, or from ROM 602. The above-described functions defined in the methods of the embodiments of the present disclosure are performed when the computer program is executed by the processing device 601.
Based on the embodiments of the data query method and apparatus, another embodiment of the present invention provides an electronic device, including: a memory and a processor;
Wherein the memory is used for storing programs;
the processor invokes the program and is configured to perform the data query method described above.
Referring now to fig. 8, a schematic diagram of an electronic device 600 suitable for use in implementing embodiments of the present disclosure is shown. The terminal devices in the embodiments of the present disclosure may include, but are not limited to, mobile terminals such as mobile phones, notebook computers, digital broadcast receivers, PDAs (personal digital assistants), PADs (tablet computers), PMPs (portable multimedia players), in-vehicle terminals (e.g., in-vehicle navigation terminals), and the like, and stationary terminals such as digital TVs, desktop computers, and the like. The electronic device shown in fig. 8 is merely an example and should not be construed to limit the functionality and scope of use of the disclosed embodiments.
As shown in fig. 8, the electronic device 600 may include a processing means (e.g., a central processing unit, a graphics processor, etc.) 601, which may perform various appropriate actions and processes according to a program stored in a Read Only Memory (ROM) 602 or a program loaded from a storage means 608 into a Random Access Memory (RAM) 603. In the RAM 603, various programs and data required for the operation of the electronic apparatus 600 are also stored. The processing device 601, the ROM 602, and the RAM 603 are connected to each other through a bus 604. An input/output (I/O) interface 605 is also connected to bus 604.
In general, the following devices may be connected to the I/O interface 605: input devices 606 including, for example, a touch screen, touchpad, keyboard, mouse, camera, microphone, accelerometer, gyroscope, and the like; an output device 607 including, for example, a Liquid Crystal Display (LCD), a speaker, a vibrator, and the like; storage 608 including, for example, magnetic tape, hard disk, etc.; and a communication device 609. The communication means 609 may allow the electronic device 600 to communicate with other devices wirelessly or by wire to exchange data. While fig. 6 shows an electronic device 600 having various means, it is to be understood that not all of the illustrated means are required to be implemented or provided. More or fewer devices may be implemented or provided instead.
According to one or more embodiments of the present disclosure, there is provided a data query method including:
acquiring data query information of a user, wherein the data query information at least comprises flight query information;
Determining a flight search result corresponding to the flight query information;
If the data query information further comprises additional service query information, determining a first additional service search result corresponding to the additional service query information, and predicting a second additional service search result based on the flight query information;
Integrating the first additional service search result and the second additional service search result to obtain an initial additional service search result, and screening additional service search results matched with the service voyage of the flight search result from the initial additional service search result;
integrating the flight search result and the additional service search result to obtain a data search result;
And outputting the data search result.
Further, determining a flight search result corresponding to the flight query information includes:
acquiring a flight inquiry keyword in the flight inquiry information;
And determining a flight search result matched with the flight query keyword, wherein the flight search result at least comprises flight information and freight rate information.
Further, predicting a second additional service search result based on the flight query information, comprising:
determining a first corresponding relation between the user member and the additional service preference data and a second corresponding relation between the user flight data and the additional service preference data;
inquiring from the first corresponding relation to obtain a first additional service corresponding to the user member of the user;
inquiring from the second corresponding relation to obtain a second additional service corresponding to the flight inquiry information;
Integrating the first additional service and the second additional service to obtain additional service to be analyzed;
counting the target attribute values of the additional service to be analyzed;
Screening out additional services to be analyzed of which target attribute values meet preset attribute value screening rules;
and taking the screened additional service to be analyzed as a second additional service search result.
Further, determining a first correspondence of user members to additional service preference data and a second correspondence of user flight data to additional service preference data, comprising:
Acquiring user member data and additional service preference data corresponding to the user member data;
carrying out data statistics analysis on the user member data and the additional service preference data corresponding to the user member data to obtain a first corresponding relation between the user member and the additional service preference data;
acquiring user flight data and additional service preference data corresponding to the user flight data;
and carrying out data statistics analysis on the user flight data and the additional service preference data corresponding to the user flight data to obtain a second corresponding relation between the user flight data and the additional service preference data.
Further, performing an integration operation on the first additional service search result and the second additional service search result to obtain an initial additional service search result, and screening additional service search results matched with the service airline of the flight search result from the initial additional service search result, including:
Combining the additional services in the first additional service search result and the additional services in the second additional service search result, and performing de-duplication operation on the additional services with the same service identification during the combination to obtain an initial additional service search result;
Acquiring a target service navigation mark corresponding to the flight search result;
And screening the additional service search results of which the service navigation mark of the additional service is the target service navigation mark from the initial additional service search results.
Further, integrating the flight search results and the additional service search results to obtain data search results, including:
And matching the airline identifiers of the flights in the flight search results with the airline identifiers of the additional services in the additional service search results so as to integrate the flights corresponding to the same airline identifier with the additional services to obtain data search results.
Further, in the case that the data query information does not include additional service query information, it further includes:
Predicting a second additional service search result based on the flight query information;
and taking the second additional service search result as an initial additional service search result.
According to one or more embodiments of the present disclosure, there is provided a data query apparatus including:
The data acquisition module is used for acquiring data query information of a user, wherein the data query information at least comprises flight query information;
the flight searching module is used for determining flight searching results corresponding to the flight inquiry information;
The service search module is used for determining a first additional service search result corresponding to the additional service query information and predicting a second additional service search result based on the flight query information if the data query information further comprises the additional service query information;
the service determining module is used for integrating the first additional service search result and the second additional service search result to obtain an initial additional service search result, and screening the additional service search result matched with the service navigation of the flight search result from the initial additional service search result;
the data integration module is used for integrating the flight search result and the additional service search result to obtain a data search result;
and the result output module is used for outputting the data search result.
According to one or more embodiments of the present disclosure, there is provided a computer-readable storage medium storing at least one instruction that when executed by a processor implements the data query method described above.
According to one or more embodiments of the present disclosure, there is provided an electronic device including: a memory and a processor;
Wherein the memory is used for storing programs;
the processor invokes the program and is configured to perform the data query method described above.
Although the subject matter has been described in language specific to structural features and/or methodological acts, it is to be understood that the subject matter defined in the appended claims is not necessarily limited to the specific features or acts described above. Rather, the specific features and acts described above are example forms of implementing the claims.
While several specific implementation details are included in the above discussion, these should not be construed as limiting the scope of the disclosure. Certain features that are described in the context of separate embodiments can also be implemented in combination in a single embodiment. Conversely, various features that are described in the context of a single embodiment can also be implemented in multiple embodiments separately or in any suitable subcombination.
The foregoing description is only of the preferred embodiments of the present disclosure and description of the principles of the technology being employed. It will be appreciated by persons skilled in the art that the scope of the disclosure referred to in this disclosure is not limited to the specific combinations of features described above, but also covers other embodiments which may be formed by any combination of features described above or equivalents thereof without departing from the spirit of the disclosure. Such as those described above, are mutually substituted with the technical features having similar functions disclosed in the present disclosure (but not limited thereto).

Claims (10)

1. A method of querying data, comprising:
acquiring data query information of a user, wherein the data query information at least comprises flight query information;
Determining a flight search result corresponding to the flight query information;
If the data query information further comprises additional service query information, determining a first additional service search result corresponding to the additional service query information, and predicting a second additional service search result based on the flight query information;
Integrating the first additional service search result and the second additional service search result to obtain an initial additional service search result, and screening additional service search results matched with the service voyage of the flight search result from the initial additional service search result;
integrating the flight search result and the additional service search result to obtain a data search result;
And outputting the data search result.
2. The data query method of claim 1, wherein determining flight search results corresponding to the flight query information comprises:
acquiring a flight inquiry keyword in the flight inquiry information;
And determining a flight search result matched with the flight query keyword, wherein the flight search result at least comprises flight information and freight rate information.
3. The data query method of claim 1, wherein predicting second additional service search results based on the flight query information comprises:
determining a first corresponding relation between the user member and the additional service preference data and a second corresponding relation between the user flight data and the additional service preference data;
inquiring from the first corresponding relation to obtain a first additional service corresponding to the user member of the user;
inquiring from the second corresponding relation to obtain a second additional service corresponding to the flight inquiry information;
Integrating the first additional service and the second additional service to obtain additional service to be analyzed;
counting the target attribute values of the additional service to be analyzed;
Screening out additional services to be analyzed of which target attribute values meet preset attribute value screening rules;
and taking the screened additional service to be analyzed as a second additional service search result.
4. A data query method as claimed in claim 3, wherein determining a first correspondence of user members to additional service preference data and a second correspondence of user flight data to additional service preference data comprises:
Acquiring user member data and additional service preference data corresponding to the user member data;
carrying out data statistics analysis on the user member data and the additional service preference data corresponding to the user member data to obtain a first corresponding relation between the user member and the additional service preference data;
acquiring user flight data and additional service preference data corresponding to the user flight data;
and carrying out data statistics analysis on the user flight data and the additional service preference data corresponding to the user flight data to obtain a second corresponding relation between the user flight data and the additional service preference data.
5. The data query method of claim 1, wherein integrating the first additional service search result and the second additional service search result to obtain an initial additional service search result, and selecting additional service search results matching with the service department of the flight search result from the initial additional service search results, comprises:
Combining the additional services in the first additional service search result and the additional services in the second additional service search result, and performing de-duplication operation on the additional services with the same service identification during the combination to obtain an initial additional service search result;
Acquiring a target service navigation mark corresponding to the flight search result;
And screening the additional service search results of which the service navigation mark of the additional service is the target service navigation mark from the initial additional service search results.
6. The data query method of claim 1, wherein integrating the flight search results and the additional service search results to obtain data search results comprises:
And matching the airline identifiers of the flights in the flight search results with the airline identifiers of the additional services in the additional service search results so as to integrate the flights corresponding to the same airline identifier with the additional services to obtain data search results.
7. The data query method of claim 1, further comprising, in the case where the data query information does not include additional service query information:
Predicting a second additional service search result based on the flight query information;
and taking the second additional service search result as an initial additional service search result.
8. A data query device, comprising:
The data acquisition module is used for acquiring data query information of a user, wherein the data query information at least comprises flight query information;
the flight searching module is used for determining flight searching results corresponding to the flight inquiry information;
The service search module is used for determining a first additional service search result corresponding to the additional service query information and predicting a second additional service search result based on the flight query information if the data query information further comprises the additional service query information;
the service determining module is used for integrating the first additional service search result and the second additional service search result to obtain an initial additional service search result, and screening the additional service search result matched with the service navigation of the flight search result from the initial additional service search result;
the data integration module is used for integrating the flight search result and the additional service search result to obtain a data search result;
and the result output module is used for outputting the data search result.
9. A computer readable storage medium storing at least one instruction which when executed by a processor implements the data query method of any of claims 1-7.
10. An electronic device, comprising: a memory and a processor;
Wherein the memory is used for storing programs;
a processor calling a program and for performing the data query method of any of claims 1-7.
CN202410309079.XA 2024-03-18 2024-03-18 Data query method and related device Pending CN117971912A (en)

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