CN103390031A - Intelligent recommending method and device - Google Patents
Intelligent recommending method and device Download PDFInfo
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- CN103390031A CN103390031A CN2013102723725A CN201310272372A CN103390031A CN 103390031 A CN103390031 A CN 103390031A CN 2013102723725 A CN2013102723725 A CN 2013102723725A CN 201310272372 A CN201310272372 A CN 201310272372A CN 103390031 A CN103390031 A CN 103390031A
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Abstract
The invention discloses an intelligent recommending method and device. The method comprises the steps of receiving an outgoing inquiry condition input by a user; extracting user outgoing recommending information matched with the inquiry condition from a historical record; calculating to obtain a user outgoing recommending information list by a set priority rule based on the user outgoing recommending information; and performing item displaying on the user outgoing information in the user outgoing recommending information list, so that the user can select. According to the intelligent recommending method and device, the outgoing recommending information according with the inquiry condition input by the user, and sequenced according to frequency degree from high to low is obtained by combining historical record according to the currently input outgoing inquiry condition of the user, so the user can select a needed outgoing scheme, and the convenience and satisfaction degree of the user on inquiry and selection of outgoing schemes are greatly improved.
Description
Technical field
The present invention relates to the internet, applications field, relate in particular to a kind of intelligent recommendation method and device.
Background technology
At present, trip requirements for the user does not almost have reasonably, targetedly and guiding and the recommend method of hommization on the internet, during as the air ticket that needs online booking trip as the user, hotel etc., can not recommend the relevant trip scheme such as the multiple current flight that may need, hotel for it according to the querying condition of user's input, the portable degree of greatly reduce user's inquiry, selecting, user's experience sense to online booking air ticket, hotel etc. when trip is descended, be unfavorable for market competition.
Summary of the invention
Fundamental purpose of the present invention is to provide a kind of intelligent recommendation method and device, is intended to the convenient degree that improves user's inquiry, selects the trip scheme.
In order to achieve the above object, the present invention proposes a kind of intelligent recommendation method, comprising:
Receive the trip querying condition of user's input;
Extract user with the described trip querying condition coupling recommendation information of going on a journey from historical record;
, based on the described user recommendation information of going on a journey, with the priority rule of setting, calculate and obtain user's recommendation information list of going on a journey;
Described user user in the recommendation information list recommendation information of going on a journey of going on a journey is carried out entry and shows for the user and select.
Preferably, the step of the trip querying condition of described reception user input comprises:
When the required trip recommendation information of user is the traffic recommendation information, it is one of following that described trip querying condition comprises at least: departure place, destination, sailing date and transport information, and when the vehicles of user's selection were aircraft, described transport information was Flight Information;
When the required trip recommendation information of user was the lodging recommendation information, it is one of following that described trip querying condition comprises at least: move in city, move in urban area, move in the date, date of departure and accommodation venue title.
Preferably, the go on a journey step of recommendation information of the described user who extracts from historical record with described trip querying condition coupling comprises:
, when in the trip querying condition of the current input of user during default query elements, extract the user who meets this query elements and described trip querying condition who subscribes or inquired about in this user's the historical record recommendation information of going on a journey; If the trip scheme that meets this query elements and described trip querying condition of not subscribing or inquire about in this user's historical record, extract reservation in all users' historical record or the user who meets this query elements and described trip querying condition that the inquired about recommendation information of going on a journey.
Preferably, described based on user's recommendation information of going on a journey, calculate and obtain the go on a journey step of recommendation information list of user and comprise with the priority rule of setting:
Calculate described user and go on a journey the frequency of recommendation information in historical record just, and correspondence arranges high low priority;
Just obtain the corresponding user recommendation information list of going on a journey according to the go on a journey priority of recommendation information of described user.
Preferably, described user's user in recommendation information list recommendation information of going on a journey of going on a journey carried out entry and shows that the step of selecting for the user is specially:
The described user who obtains user in the recommendation information list recommendation information of going on a journey of going on a journey is shown by default entry number, for the user, select.
The present invention also proposes a kind of intelligent recommendation device, comprising:
Receiver module, be used for receiving the trip querying condition that the user inputs;
Extraction module, be used for extracting user with the described trip querying condition coupling recommendation information of going on a journey from historical record;
Calculate acquisition module, be used for the recommendation information of going on a journey based on described user, with the priority rule of setting, calculate and obtain user's recommendation information list of going on a journey;
Display module, be used for the described user user of the recommendation information list recommendation information of going on a journey of going on a journey is carried out entry and shows for the user and select.
Preferably, when the required trip recommendation information of user is the traffic recommendation information, it is one of following that described trip querying condition comprises at least: departure place, destination, sailing date and transport information, and the vehicles of selecting as the user are while being aircraft, described transport information is Flight Information;
When the required trip recommendation information of user was the lodging recommendation information, it is one of following that described trip querying condition comprises at least: move in city, move in urban area, move in the date, date of departure and accommodation venue title.
Preferably, described extraction module is used for:
, when in the trip querying condition of the current input of user during default query elements, extract the user who meets this query elements and described trip querying condition who subscribes or inquired about in this user's the historical record recommendation information of going on a journey; If the trip scheme that meets this query elements and described trip querying condition of not subscribing or inquire about in this user's historical record, extract reservation in all users' historical record or the user who meets this query elements and described trip querying condition that the inquired about recommendation information of going on a journey.
Preferably, described calculating acquisition module comprises:
The calculating and setting unit, is used for calculating described user and goes on a journey recommendation information at the frequency height of historical record, and correspondence arranges high low priority;
Acquiring unit, be used for just obtaining the corresponding user recommendation information list of going on a journey according to the go on a journey priority of recommendation information of described user.
Preferably, described display module is used for:
The described user who obtains user in the recommendation information list recommendation information of going on a journey of going on a journey is shown by default entry number, for the user, select.
A kind of intelligent recommendation method and device that the present invention proposes, trip querying condition according to the current input of user, in conjunction with historical record, obtain the trip recommendation information of the querying condition that meets user's input that sorts from high to low by frequent degree, therefrom select required trip scheme for the user, improved greatly thus user's inquiry, selected portable degree and the satisfaction of trip scheme.
Description of drawings
Fig. 1 is the schematic flow sheet of intelligent recommendation method of the present invention preferred embodiment;
Fig. 2 be in intelligent recommendation method of the present invention preferred embodiment based on the described user recommendation information of going on a journey, calculate and obtain the go on a journey schematic flow sheet of recommendation information list of user with the priority rule of setting;
Fig. 3 is the structural representation of intelligent recommendation device of the present invention preferred embodiment;
Fig. 4 calculates the structural representation of acquisition module in intelligent recommendation device of the present invention preferred embodiment.
, in order to make technical scheme of the present invention clearer, clear, below in conjunction with accompanying drawing, be described in further detail.
Embodiment
The solution of the embodiment of the present invention is mainly: according to the trip querying condition of the current input of user, in conjunction with historical record, obtain the trip recommendation information of the querying condition that meets user's input that sorts from high to low by frequent degree, therefrom select required trip scheme for the user, improved greatly thus user's inquiry, selected portable degree and the satisfaction of trip scheme.
As shown in Figure 1, preferred embodiment of the present invention proposes a kind of intelligent recommendation method, comprising:
Step S101, receive the trip querying condition that the user inputs;
Receive the trip querying condition of user's trip requirements input current according to it, the trip recommendation information of user's request in the present embodiment describes as an example of traffic recommendation information and lodging recommendation information example, but the trip recommendation information of user's request not only is defined in traffic recommendation information and lodging recommendation information.
When the required trip recommendation information of user was the traffic recommendation information, it is one of following that described trip querying condition comprises at least: departure place, destination, sailing date and transport information.The vehicles of selecting take the user in the present embodiment describe as aircraft as example, but do not limit the user, do not select other vehicles such as the situations such as train, steamer.When the vehicles of user's selection were aircraft, the transport information in above-mentioned trip querying condition was Flight Information, more specifically, is airline.
When the required trip recommendation information of user was the lodging recommendation information, it is one of following that described trip querying condition comprises at least: move in city, move in urban area, move in the date, date of departure and accommodation venue title.Describe as example take accommodation venue that the user selects as hotel in the present embodiment, certainly, do not limit other lodging schemes.Take hotel as example while describing, the accommodation venue title in the trip querying condition of user's input is specially hotel's title when accommodation venue that the user selects.
Step S102, extract user with the described trip querying condition coupling recommendation information of going on a journey from historical record;
Step S103,, based on the described user recommendation information of going on a journey, calculate and obtain user's recommendation information list of going on a journey with the priority rule of setting;
When the required trip recommendation information of the user vehicles that are traffic recommendation information and selection are aircraft, one of following according to comprising at least of user input trip querying condition: departure place, destination, sailing date and airline, calculating and obtaining the trip recommendation information of selecting for the user is the traffic recommendation information.
If default departure place and/or destination in the trip querying condition of user input, extract in this user's historical record the user who comprises departure place and/or destination who subscribes or the inquired about recommendation information of going on a journey; Calculate described user and go on a journey the frequency of recommendation information in this user's historical record just, and correspondence arranges the priority height, going on a journey this high user of user's historical record medium frequency, to be set to priority high for recommendation information, and the user that frequency is low goes on a journey, and to be set to priority low for recommendation information; Just obtain the corresponding user recommendation information list of going on a journey according to the go on a journey priority of recommendation information of described user.The user in described user goes on a journey the recommendation information list goes on a journey in recommendation information and obtains departure place and/or the destination of by frequent degree, sorting from high to low; Obtain and meet the departure place of by frequent degree, sorting from high to low and/or the course line entry of destination, owing to the departure place by subscribing in this user's historical record or inquire about and/or destination carrying out frequent degree and sort, therefore can obtain departure place and/or the destination that more meets this individual subscriber interest, obtain more meeting the traffic recommendation information of this individual subscriber interest, for the user, select.
The recommendation information if the user who comprises departure place and/or destination who does not subscribe in this user's historical record or inquire about goes on a journey, extract reservation in all users' historical record or the user who comprises departure place and/or destination that the inquired about recommendation information of going on a journey; Calculate described user and go on a journey the frequency of recommendation information in all user's historical records just, and correspondence arranges the priority height, going on a journey all high users of user's historical record medium frequency, to be set to priority high for recommendation information, and the user that frequency is low goes on a journey, and to be set to priority low for recommendation information; Just obtain the corresponding user recommendation information list of going on a journey according to the go on a journey priority of recommendation information of described user.The user in described user goes on a journey the recommendation information list goes on a journey in recommendation information and obtains departure place and/or the destination of by frequent degree, sorting from high to low, and as departure place and/or the destination of current hot topic, obtain the course line entry of departure place and/or the destination of current hot topic,, as the traffic recommendation information of recommending the user, for the user, select.
If default sailing date in the trip querying condition of user's input, obtain in Preset Time the traffic recommendation information of the course line entry of other conditions that meet user's input as current trip, in the present embodiment, Preset Time was preferably after 4 hours current time, owing to having reserved the surge time of preparing for user trip in 4 hours, therefore the traffic recommendation information that obtains more meets user's actual demand, has got rid of other and has not conformed to actual traffic recommendation information, and is more quick.
If default airline in the trip querying condition of user's input, be divided into several time periods same day sailing date, within each time period by the departure time sooner or later and do not limit airline's sequence to obtain the course line entry of other conditions that meet this user's input, as the traffic recommendation information of current trip; If while having inputted the airline of appointment in the trip querying condition of user's input, sooner or later and only for the airline that the user inputs sort and obtain the course line entry of other conditions that meet this user's input by the departure time within each time period, as the traffic recommendation information of current trip.In the present embodiment, be preferably and will be divided into the morning, afternoon and 3 time periods of evening same day sailing date, convenient user selects suitable traffic recommendation information according to self-demand.
When the accommodation venue that the required trip recommendation information of user is lodging recommendation information and selection is hotel, one of following according to comprising at least of user input trip querying condition: move in city, move in urban area, move in the date, date of departure and hotel's title, calculate and obtain the trip recommendation information of selecting for the user recommendation information of namely staying.
If the default city of moving in the trip querying condition of user input, extract in this user's historical record subscribe or inquired about comprise the user who the moves in city recommendation information of going on a journey; Calculate described user and go on a journey the frequency of recommendation information in this user's historical record just, and correspondence arranges the priority height, going on a journey this high user of user's historical record medium frequency, to be set to priority high for recommendation information, and the user that frequency is low goes on a journey, and to be set to priority low for recommendation information; Just obtain the corresponding user recommendation information list of going on a journey according to the go on a journey priority of recommendation information of described user.The user in described user goes on a journey the recommendation information list goes on a journey in recommendation information and obtains moving in city by what frequent degree sorted from high to low; Obtain and meet the entry of moving in city that sorts from high to low by frequent degree, because the frequent degree sequence is carried out in the city of moving in by subscribing in this user's historical record or inquiring about, therefore can obtain the city of moving in that more meets this individual subscriber interest, obtain more meeting the lodging recommendation information of this individual subscriber interest, for the user, select.If that does not subscribe in this user's historical record or inquire about comprises the user who the moves in city recommendation information of going on a journey, extract reservation in all users' historical record or inquired about comprise the user who the moves in city recommendation information of going on a journey; Calculate described user and go on a journey the frequency of recommendation information in all user's historical records just, and correspondence arranges the priority height, going on a journey all high users of user's historical record medium frequency, to be set to priority high for recommendation information, and the user that frequency is low goes on a journey, and to be set to priority low for recommendation information; Just obtain the corresponding user recommendation information list of going on a journey according to the go on a journey priority of recommendation information of described user.The user in described user goes on a journey the recommendation information list goes on a journey in recommendation information and obtains moving in the move in city of city as current hot topic by what frequent degree sorted from high to low, that obtains current hot topic moves in the city entry,, as the lodging recommendation information of recommending the user, for the user, select.
If the default urban area of moving in the trip querying condition of user's input, the regional frequent degree of according to the appointment of subscribing in this user's historical record or inquiring about, moving in city sorts, and obtains moving in by the appointment that frequent degree sorts from high to low the area in city; Obtain and meet the entry of moving in urban area that sorts from high to low by frequent degree, move in the area in city due to the appointment by subscribing in this user's historical record or inquiring about and carry out the frequent degree sequence, therefore can obtain the urban area of moving in that more meets this individual subscriber interest, obtain more meeting the lodging recommendation information of this individual subscriber interest, for the user, select.Do not move in the area in city if there is no the appointment of subscribing or inquiring about in this user's historical record, other regional frequent degrees of according to the appointment of subscribing in all users' historical record or inquiring about, moving in city sort, the urban area of moving in of the current hot topic in city is moved in the area that obtains moving in by the appointment that frequent degree sorts from high to low city as appointment, that obtains current hot topic moves in the urban area entry,, as the lodging recommendation information of recommending the user, for the user, select.
If default hotel title in the trip querying condition of user's input, according to hotel's frequent degree of subscribing in this user's historical record or urban area is moved in the appointment of inquiry, sort, obtain moving in by the appointment that frequent degree sorts from high to low the hotel of urban area; Obtain and meet the appointment of by frequent degree, sorting from high to low and move in hotel's entry of urban area, the hotel that moves in urban area due to the appointment by subscribing in this user's historical record or inquiring about carries out the frequent degree sequence, therefore can obtain the hotel that more meets this individual subscriber interest, obtain more meeting the lodging recommendation information of this individual subscriber interest, for the user, select.Do not move in the hotel of urban area if there is no the appointment of subscribing or inquiring about in this user's historical record, other hotel's frequent degrees of according to the appointment of subscribing in all users' historical record or inquiring about, moving in urban area sort, obtain moving in the hotel of the hotel of urban area as current hot topic by the appointment that frequent degree sorts from high to low, obtain hotel's entry of current hot topic,, as the lodging recommendation information of recommending the user, for the user, select.
If only selected to move in date and date of departure in the trip querying condition of user's input, obtain the hotel of different brackets as the lodging recommendation information of recommending the user, select for the user.As can be by the hotel of luxury and economical two kinds of grades as the lodging recommendation information of recommending the user.
If the trip querying condition of user input comprised move in city, move in urban area, move in the date, when date of departure and hotel's title, hotel's frequent degree that create name in urban area is moved in the appointment of according to the appointment of subscribing in this user's historical record or inquiring about, moving in city sorts, obtain the hotel that sorts from high to low by frequent degree,, as the lodging recommendation information of recommending the user, for the user, select; If the hotel that does not specify hotel's title in urban area is moved in the appointment of user's input, hotel's frequent degree of not limitting title of according to the appointment of subscribing in all users' historical record or inquiring about, moving in urban area sorts, obtain moving in hotel in urban area as the hotel of current hot topic by the appointment that frequent degree sorts from high to low, obtain hotel's entry of current hot topic,, as the lodging recommendation information of recommending the user, for the user, select.
Step S104, carry out described user user in the recommendation information list recommendation information of going on a journey of going on a journey entry and show for the user and select.
The described user who obtains user in the recommendation information list recommendation information of going on a journey of going on a journey is shown by default entry number, for the user, select.Entry number default in the present embodiment is preferably 10, has both fully showed the trip recommendation information of selecting for the user, and redundancy does not seem again; When obtain meet the user and input 10 of the trip recommendation information entry number less thaies of trip querying condition the time, show that the user that meets who obtains inputs all trip recommendation information entries of trip querying condition, for the user provides all feasible trip schemes of selecting.
Particularly, as shown in Figure 2, above-mentioned steps S103 can comprise:
Step S1031, calculates described user and go on a journey the frequency of recommendation information in historical record just, and correspondence arranges high low priority;
Step S1032, just obtain the corresponding user recommendation information list of going on a journey according to the go on a journey priority of recommendation information of described user.
The present embodiment is by such scheme, improved greatly user's inquiry, selected portable degree and the satisfaction of trip scheme.
As shown in Figure 3, preferred embodiment of the present invention proposes a kind of intelligent recommendation device, comprising: receiver module 301, extraction module 302, calculating acquisition module 303 and display module 304, wherein:
Receive the trip querying condition of user's trip requirements input current according to it, the trip recommendation information of user's request in the present embodiment describes as an example of traffic recommendation information and lodging recommendation information example, but the trip recommendation information of user's request not only is defined in traffic recommendation information and lodging recommendation information.
When the required trip recommendation information of user was the traffic recommendation information, it is one of following that described trip querying condition comprises at least: departure place, destination, sailing date and transport information.The vehicles of selecting take the user in the present embodiment describe as aircraft as example, but do not limit the user, do not select other vehicles such as the situations such as train, steamer.When the vehicles of user's selection were aircraft, the transport information in above-mentioned trip querying condition was Flight Information, more specifically, is airline.
When the required trip recommendation information of user was the lodging recommendation information, it is one of following that described trip querying condition comprises at least: move in city, move in urban area, move in the date, date of departure and accommodation venue title.Describe as example take accommodation venue that the user selects as hotel in the present embodiment, certainly, do not limit other lodging schemes.Take hotel as example while describing, the accommodation venue title in the trip querying condition of user's input is specially hotel's title when accommodation venue that the user selects.
Calculate acquisition module 303, be used for the recommendation information of going on a journey based on described user, with the priority rule of setting, calculate and obtain user's recommendation information list of going on a journey;
When the required trip recommendation information of the user vehicles that are traffic recommendation information and selection are aircraft, one of following according to comprising at least of user input trip querying condition: departure place, destination, sailing date and airline, calculating and obtaining the trip recommendation information of selecting for the user is the traffic recommendation information.
If default departure place and/or destination in the trip querying condition of user input, extract in this user's historical record the user who comprises departure place and/or destination who subscribes or the inquired about recommendation information of going on a journey; Calculate described user and go on a journey the frequency of recommendation information in this user's historical record just, and correspondence arranges the priority height, going on a journey this high user of user's historical record medium frequency, to be set to priority high for recommendation information, and the user that frequency is low goes on a journey, and to be set to priority low for recommendation information; Just obtain the corresponding user recommendation information list of going on a journey according to the go on a journey priority of recommendation information of described user.The user in described user goes on a journey the recommendation information list goes on a journey in recommendation information and obtains departure place and/or the destination of by frequent degree, sorting from high to low; Obtain and meet the departure place of by frequent degree, sorting from high to low and/or the course line entry of destination, owing to the departure place by subscribing in this user's historical record or inquire about and/or destination carrying out frequent degree and sort, therefore can obtain departure place and/or the destination that more meets this individual subscriber interest, obtain more meeting the traffic recommendation information of this individual subscriber interest, for the user, select.
The recommendation information if the user who comprises departure place and/or destination who does not subscribe in this user's historical record or inquire about goes on a journey, extract reservation in all users' historical record or the user who comprises departure place and/or destination that the inquired about recommendation information of going on a journey; Calculate described user and go on a journey the frequency of recommendation information in all user's historical records just, and correspondence arranges the priority height, going on a journey all high users of user's historical record medium frequency, to be set to priority high for recommendation information, and the user that frequency is low goes on a journey, and to be set to priority low for recommendation information; Just obtain the corresponding user recommendation information list of going on a journey according to the go on a journey priority of recommendation information of described user.The user in described user goes on a journey the recommendation information list goes on a journey in recommendation information and obtains departure place and/or the destination of by frequent degree, sorting from high to low, and as departure place and/or the destination of current hot topic, obtain the course line entry of departure place and/or the destination of current hot topic,, as the traffic recommendation information of recommending the user, for the user, select.
If default sailing date in the trip querying condition of user's input, obtain in Preset Time the traffic recommendation information of the course line entry of other conditions that meet user's input as current trip, in the present embodiment, Preset Time was preferably after 4 hours current time, owing to having reserved the surge time of preparing for user trip in 4 hours, therefore the traffic recommendation information that obtains more meets user's actual demand, has got rid of other and has not conformed to actual traffic recommendation information, and is more quick.
If default airline in the trip querying condition of user's input, be divided into several time periods same day sailing date, within each time period by the departure time sooner or later and do not limit airline's sequence to obtain the course line entry of other conditions that meet this user's input, as the traffic recommendation information of current trip; If while having inputted the airline of appointment in the trip querying condition of user's input, sooner or later and only for the airline that the user inputs sort and obtain the course line entry of other conditions that meet this user's input by the departure time within each time period, as the traffic recommendation information of current trip.In the present embodiment, be preferably and will be divided into the morning, afternoon and 3 time periods of evening same day sailing date, convenient user selects suitable traffic recommendation information according to self-demand.
When the accommodation venue that the required trip recommendation information of user is lodging recommendation information and selection is hotel, one of following according to comprising at least of user input trip querying condition: move in city, move in urban area, move in the date, date of departure and hotel's title, calculate and obtain the trip recommendation information of selecting for the user recommendation information of namely staying.
If the default city of moving in the trip querying condition of user input, extract in this user's historical record subscribe or inquired about comprise the user who the moves in city recommendation information of going on a journey; Calculate described user and go on a journey the frequency of recommendation information in this user's historical record just, and correspondence arranges the priority height, going on a journey this high user of user's historical record medium frequency, to be set to priority high for recommendation information, and the user that frequency is low goes on a journey, and to be set to priority low for recommendation information; Just obtain the corresponding user recommendation information list of going on a journey according to the go on a journey priority of recommendation information of described user.The user in described user goes on a journey the recommendation information list goes on a journey in recommendation information and obtains moving in city by what frequent degree sorted from high to low; Obtain and meet the entry of moving in city that sorts from high to low by frequent degree, because the frequent degree sequence is carried out in the city of moving in by subscribing in this user's historical record or inquiring about, therefore can obtain the city of moving in that more meets this individual subscriber interest, obtain more meeting the lodging recommendation information of this individual subscriber interest, for the user, select.If that does not subscribe in this user's historical record or inquire about comprises the user who the moves in city recommendation information of going on a journey, extract reservation in all users' historical record or inquired about comprise the user who the moves in city recommendation information of going on a journey; Calculate described user and go on a journey the frequency of recommendation information in all user's historical records just, and correspondence arranges the priority height, going on a journey all high users of user's historical record medium frequency, to be set to priority high for recommendation information, and the user that frequency is low goes on a journey, and to be set to priority low for recommendation information; Just obtain the corresponding user recommendation information list of going on a journey according to the go on a journey priority of recommendation information of described user.The user in described user goes on a journey the recommendation information list goes on a journey in recommendation information and obtains moving in the move in city of city as current hot topic by what frequent degree sorted from high to low, that obtains current hot topic moves in the city entry,, as the lodging recommendation information of recommending the user, for the user, select.
If the default urban area of moving in the trip querying condition of user's input, the regional frequent degree of according to the appointment of subscribing in this user's historical record or inquiring about, moving in city sorts, and obtains moving in by the appointment that frequent degree sorts from high to low the area in city; Obtain and meet the entry of moving in urban area that sorts from high to low by frequent degree, move in the area in city due to the appointment by subscribing in this user's historical record or inquiring about and carry out the frequent degree sequence, therefore can obtain the urban area of moving in that more meets this individual subscriber interest, obtain more meeting the lodging recommendation information of this individual subscriber interest, for the user, select.Do not move in the area in city if there is no the appointment of subscribing or inquiring about in this user's historical record, other regional frequent degrees of according to the appointment of subscribing in all users' historical record or inquiring about, moving in city sort, the urban area of moving in of the current hot topic in city is moved in the area that obtains moving in by the appointment that frequent degree sorts from high to low city as appointment, that obtains current hot topic moves in the urban area entry,, as the lodging recommendation information of recommending the user, for the user, select.
If default hotel title in the trip querying condition of user's input, according to hotel's frequent degree of subscribing in this user's historical record or urban area is moved in the appointment of inquiry, sort, obtain moving in by the appointment that frequent degree sorts from high to low the hotel of urban area; Obtain and meet the appointment of by frequent degree, sorting from high to low and move in hotel's entry of urban area, the hotel that moves in urban area due to the appointment by subscribing in this user's historical record or inquiring about carries out the frequent degree sequence, therefore can obtain the hotel that more meets this individual subscriber interest, obtain more meeting the lodging recommendation information of this individual subscriber interest, for the user, select.Do not move in the hotel of urban area if there is no the appointment of subscribing or inquiring about in this user's historical record, other hotel's frequent degrees of according to the appointment of subscribing in all users' historical record or inquiring about, moving in urban area sort, obtain moving in the hotel of the hotel of urban area as current hot topic by the appointment that frequent degree sorts from high to low, obtain hotel's entry of current hot topic,, as the lodging recommendation information of recommending the user, for the user, select.
If only selected to move in date and date of departure in the trip querying condition of user's input, obtain the hotel of different brackets as the lodging recommendation information of recommending the user, select for the user.As can be by the hotel of luxury and economical two kinds of grades as the lodging recommendation information of recommending the user.
If the trip querying condition of user input comprised move in city, move in urban area, move in the date, when date of departure and hotel's title, hotel's frequent degree that create name in urban area is moved in the appointment of according to the appointment of subscribing in this user's historical record or inquiring about, moving in city sorts, obtain the hotel that sorts from high to low by frequent degree,, as the lodging recommendation information of recommending the user, for the user, select; If the hotel that does not specify hotel's title in urban area is moved in the appointment of user's input, hotel's frequent degree of not limitting title of according to the appointment of subscribing in all users' historical record or inquiring about, moving in urban area sorts, obtain moving in hotel in urban area as the hotel of current hot topic by the appointment that frequent degree sorts from high to low, obtain hotel's entry of current hot topic,, as the lodging recommendation information of recommending the user, for the user, select.
The described user who obtains user in the recommendation information list recommendation information of going on a journey of going on a journey is shown by default entry number, for the user, select.Entry number default in the present embodiment is preferably 10, has both fully showed the trip recommendation information of selecting for the user, and redundancy does not seem again; When obtain meet the user and input 10 of the trip recommendation information entry number less thaies of trip querying condition the time, show that the user that meets who obtains inputs all trip recommendation information entries of trip querying condition, for the user provides all feasible trip schemes of selecting.
Particularly, as shown in Figure 4, described calculating acquisition module 303 can comprise: calculating and setting unit 3031, acquiring unit 3032, wherein:
Calculating and setting unit 3031, is used for calculating described user and goes on a journey recommendation information at the frequency height of historical record, and correspondence arranges high low priority;
Acquiring unit 3032, be used for just obtaining the corresponding user recommendation information list of going on a journey according to the go on a journey priority of recommendation information of described user.
A kind of intelligent recommendation method and device that the present invention proposes, trip querying condition according to the current input of user, in conjunction with historical record, obtain the trip recommendation information of the querying condition that meets user's input that sorts from high to low by frequent degree, therefrom select required trip scheme for the user, improved greatly thus user's inquiry, selected portable degree and the satisfaction of trip scheme.
The foregoing is only the preferred embodiments of the present invention; not thereby limit the scope of the claims of the present invention; every equivalent structure or flow process conversion that utilizes instructions of the present invention and accompanying drawing content to do; or directly or indirectly be used in other relevant technical field, all in like manner be included in scope of patent protection of the present invention.
Claims (10)
1. an intelligent recommendation method, is characterized in that, comprising:
Receive the trip querying condition of user's input;
Extract user with the described trip querying condition coupling recommendation information of going on a journey from historical record;
, based on the described user recommendation information of going on a journey, with the priority rule of setting, calculate and obtain user's recommendation information list of going on a journey;
Described user user in the recommendation information list recommendation information of going on a journey of going on a journey is carried out entry and shows for the user and select.
2. method according to claim 1, is characterized in that, the step of the trip querying condition of described reception user input comprises:
When the required trip recommendation information of user is the traffic recommendation information, it is one of following that described trip querying condition comprises at least: departure place, destination, sailing date and transport information, and when the vehicles of user's selection were aircraft, described transport information was Flight Information;
When the required trip recommendation information of user was the lodging recommendation information, it is one of following that described trip querying condition comprises at least: move in city, move in urban area, move in the date, date of departure and accommodation venue title.
3. method according to claim 2, is characterized in that, the go on a journey step of recommendation information of the described user who extracts from historical record with described trip querying condition coupling comprises:
, when in the trip querying condition of the current input of user during default query elements, extract the user who meets this query elements and described trip querying condition who subscribes or inquired about in this user's the historical record recommendation information of going on a journey; If the trip scheme that meets this query elements and described trip querying condition of not subscribing or inquire about in this user's historical record, extract reservation in all users' historical record or the user who meets this query elements and described trip querying condition that the inquired about recommendation information of going on a journey.
4. method according to claim 3, is characterized in that, and is described based on user's recommendation information of going on a journey, and with the priority rule of setting, calculates and obtains the go on a journey step of recommendation information list of user and comprise:
Calculate described user and go on a journey the frequency of recommendation information in historical record just, and correspondence arranges high low priority;
Just obtain the corresponding user recommendation information list of going on a journey according to the go on a journey priority of recommendation information of described user.
5. method according to claim 4, is characterized in that, described user's user in recommendation information list recommendation information of going on a journey of going on a journey is carried out entry and shows that the step of selecting for the user is specially:
The described user who obtains user in the recommendation information list recommendation information of going on a journey of going on a journey is shown by default entry number, for the user, select.
6. an intelligent recommendation device, is characterized in that, comprising:
Receiver module, be used for receiving the trip querying condition that the user inputs;
Extraction module, be used for extracting user with the described trip querying condition coupling recommendation information of going on a journey from historical record;
Calculate acquisition module, be used for the recommendation information of going on a journey based on described user, with the priority rule of setting, calculate and obtain user's recommendation information list of going on a journey;
Display module, be used for the described user user of the recommendation information list recommendation information of going on a journey of going on a journey is carried out entry and shows for the user and select.
7. device according to claim 6, is characterized in that, comprising:
When the required trip recommendation information of user is the traffic recommendation information, it is one of following that described trip querying condition comprises at least: departure place, destination, sailing date and transport information, and when the vehicles of user's selection were aircraft, described transport information was Flight Information;
When the required trip recommendation information of user was the lodging recommendation information, it is one of following that described trip querying condition comprises at least: move in city, move in urban area, move in the date, date of departure and accommodation venue title.
8. device according to claim 7, is characterized in that, described extraction module is used for:
, when in the trip querying condition of the current input of user during default query elements, extract the user who meets this query elements and described trip querying condition who subscribes or inquired about in this user's the historical record recommendation information of going on a journey; If the trip scheme that meets this query elements and described trip querying condition of not subscribing or inquire about in this user's historical record, extract reservation in all users' historical record or the user who meets this query elements and described trip querying condition that the inquired about recommendation information of going on a journey.
9. device according to claim 8, is characterized in that, described calculating acquisition module comprises:
The calculating and setting unit, is used for calculating described user and goes on a journey recommendation information at the frequency height of historical record, and correspondence arranges high low priority;
Acquiring unit, be used for just obtaining the corresponding user recommendation information list of going on a journey according to the go on a journey priority of recommendation information of described user.
10. device according to claim 9, is characterized in that, described display module is used for:
The described user who obtains user in the recommendation information list recommendation information of going on a journey of going on a journey is shown by default entry number, for the user, select.
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| CN103646069A (en) * | 2013-12-06 | 2014-03-19 | 北京奇虎科技有限公司 | Recommendation method and device for ticket service information |
| CN104714961A (en) * | 2013-12-13 | 2015-06-17 | 中国移动通信集团公司 | Recommendation method, device and system for accommodation place |
| CN105976279A (en) * | 2016-05-26 | 2016-09-28 | 成都正合地产顾问股份有限公司 | House choosing method |
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| CN107562744A (en) * | 2016-06-30 | 2018-01-09 | 上海博泰悦臻网络技术服务有限公司 | Information recommendation method and system, electronic equipment and database |
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| CN103646069B (en) * | 2013-12-06 | 2017-04-19 | 北京奇虎科技有限公司 | Recommendation method and device for ticket service information |
| CN103646069A (en) * | 2013-12-06 | 2014-03-19 | 北京奇虎科技有限公司 | Recommendation method and device for ticket service information |
| CN104714961A (en) * | 2013-12-13 | 2015-06-17 | 中国移动通信集团公司 | Recommendation method, device and system for accommodation place |
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| CN106897782A (en) * | 2017-01-05 | 2017-06-27 | 北京趣拿信息技术有限公司 | The method and apparatus of information alert |
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| CN109084795B (en) * | 2018-08-20 | 2022-02-25 | 中国工商银行股份有限公司 | Method and device for searching service facilities based on map service |
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| CN111309230A (en) * | 2020-02-19 | 2020-06-19 | 北京声智科技有限公司 | Information display method and device, electronic equipment and computer readable storage medium |
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