CN109146324A - Recommended method, device and electronic equipment - Google Patents

Recommended method, device and electronic equipment Download PDF

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Publication number
CN109146324A
CN109146324A CN201811067313.3A CN201811067313A CN109146324A CN 109146324 A CN109146324 A CN 109146324A CN 201811067313 A CN201811067313 A CN 201811067313A CN 109146324 A CN109146324 A CN 109146324A
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service package
project
alternative
alternative service
goal programming
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CN109146324B (en
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曹冬寅
何爽
高尚
杨维达
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Beijing Sankuai Online Technology Co Ltd
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Beijing Sankuai Online Technology Co Ltd
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00Administration; Management
    • G06Q10/06Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
    • G06Q10/063Operations research, analysis or management
    • G06Q10/0631Resource planning, allocation, distributing or scheduling for enterprises or organisations
    • G06Q10/06312Adjustment or analysis of established resource schedule, e.g. resource or task levelling, or dynamic rescheduling
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q30/00Commerce
    • G06Q30/06Buying, selling or leasing transactions
    • G06Q30/0601Electronic shopping [e-shopping]
    • G06Q30/0631Item recommendations

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Abstract

The application provides a kind of recommended method, device and electronic equipment, a specific embodiment of the method and comprises determining that goal programming information;One or more groups of alternative service package are determined based on the goal programming information, and alternative service package includes multiple business items described in every group;Recommend the alternative service package.The embodiment enables to user when carrying out consumption activity programming, without multiple business items that manually select and arrange in pairs or groups, improves the ease for use of client.

Description

Recommended method, device and electronic equipment
Technical field
This application involves technical field of internet application, in particular to a kind of recommended method, device and electronic equipment.
Background technique
With the continuous development of network technology, internet provides the platform of integrated service for the consumption activity of people.Mesh Before for, people are when planning consumption activity, it usually needs the movable business item of consumption is voluntarily selected by client.Due to The consumption activity of people is more and more abundant, when planning consumption activity every time, selects multinomial business item with needing to arrange in pairs or groups.Therefore, It also needs to consider the matching between multiple business items, to reduce the movable planning efficiency of consumption, affects client Ease for use.
Summary of the invention
In order to solve the above-mentioned technical problem one of, the application provides a kind of recommended method, device and electronic equipment.
According to the embodiment of the present application in a first aspect, providing a kind of recommended method, comprising:
Determine goal programming information;
One or more groups of alternative service package are determined based on the goal programming information, alternative service package packet described in every group Include multiple business items;
Recommend the alternative service package.
It is optionally, described that one or more groups of alternative service package are determined based on the goal programming information, comprising:
Multiple target service classifications are determined based on the goal programming information;
Multiple candidate Traffic projects are chosen from the corresponding business item of the target service classification;
The candidate Traffic project to match in the multiple candidate Traffic project is combined, is obtained one or more groups of standby Select service package.
It is optionally, described to be combined the candidate Traffic project to match in the multiple candidate Traffic project, comprising:
Based on the goal programming information, the corresponding priority of each target service classification is determined;
According to the priority, in such a way that iteration updates, the candidate Traffic project that matches described in combination.
Optionally, described according to the priority, in such a way that iteration updates, the candidate Traffic that matches described in combination Project, comprising:
It determines in the target service classification and removes institute in the first category of highest priority and the target service classification State the second category other than first category;
One or more initial service package are generated using the corresponding candidate Traffic project of the first category;
According to the sequence of priority from high to low, the second category is traversed, using the corresponding candidate of the second category Business item, iteration update current service package.
Optionally, for any one second category, in the following way, using the corresponding candidate Traffic of the second category Project updates current service package:
For current each service package, the mesh to match is chosen from the corresponding candidate Traffic project of the second category Mark business item;
The target service project is merged to the service package for being added and matching, to update current service package.
Optionally, for any one current service package, in the following way from the corresponding candidate of the second category Matched target service project is chosen in business item:
Determine the corresponding screening conditions of the service package;
The reference project for meeting the screening conditions is chosen from the corresponding candidate Traffic project of the second category;
If the reference project is one, which is determined as the target service project;
If the reference project be it is multiple, choose the highest reference project of project score value as the target service project.
It is optionally, described to recommend the alternative service package, comprising:
If the alternative service package is multiple groups, determine every group described in the alternative corresponding set meal score value of service package, institute Set meal score value is stated to determine based on the project score value of the corresponding business item of alternative service package;
Based on the corresponding set meal score value of alternative service package described in every group, recommend the alternative service package.
Optionally, for any one group of alternative service package, the corresponding set meal score value of the alternative service package of the group is the group The weighted sum of the project score value of the corresponding business item of alternative service package.
Optionally, the method also includes:
Determine the target service set meal being selected from the alternative service package;
Stroke planning is determined based on the target service set meal;
Send the stroke planning.
Optionally, the stroke planning includes stroke route and/or stroke reminding.
According to the second aspect of the embodiment of the present application, another recommended method is provided, comprising:
Export preset interface;
Determine the goal programming information inputted by the preset interface;The goal programming information includes consumption playground Scape and consumption activity condition;
Based on the one or more groups of alternative service package of the goal programming acquisition of information, alternative service package packet described in every group Include multiple business items;
Export the alternative service package.
Optionally, the method also includes:
Determine the target service set meal chosen from the alternative service package;
Determine the stroke planning for being directed to the target service set meal;
Execute the corresponding operation of the stroke planning.
Optionally, the stroke planning includes stroke route and/or stroke reminding.
According to the third aspect of the embodiment of the present application, a kind of recommendation apparatus is provided, comprising:
First determining module, for determining goal programming information;
Second determining module, for determining one or more groups of alternative service package based on the goal programming information, every group The alternative service package includes multiple business items;
Recommending module, for recommending the alternative service package.
According to the fourth aspect of the embodiment of the present application, a kind of recommendation apparatus is provided, comprising:
First output module, for exporting preset interface;
First determining module, for determining the goal programming information inputted by the preset interface;The goal programming Information includes consumption activity scene and consumption activity condition;
Module is obtained, for being based on the one or more groups of alternative service package of the goal programming acquisition of information, described in every group Alternative service package includes multiple business items;
Second output module, for exporting the alternative service package.
According to the 5th of the embodiment of the present application the aspect, a kind of computer readable storage medium is provided, the storage medium is deposited Computer program is contained, the computer program realizes method described in any one of above-mentioned first aspect when being executed by processor Or method described in any one of second aspect.
According to the 6th of the embodiment of the present application aspect, a kind of electronic equipment is provided, including memory, processor and be stored in On memory and the computer program that can run on a processor, the processor realize above-mentioned first party when executing described program Method described in any one of method or second aspect described in any one of face.
The technical solution that embodiments herein provides can include the following benefits:
A kind of recommended method and device that embodiments herein provides are based on target by determining goal programming information Planning information determines that one or more groups of alternative service package, every group of alternative service package include multiple business items, and recommending should Alternative service package.So that user is when carrying out consumption activity programming, without multiple business items that manually select and arrange in pairs or groups, Improve the ease for use of client.
Another recommended method and device that embodiments herein provides are determined by exporting preset interface by being somebody's turn to do The goal programming information of preset interface input, which includes consumption activity scene and consumption activity condition, base In the one or more groups of alternative service package of goal programming acquisition of information, every group of alternative service package includes multiple business items, and Export above-mentioned alternative service package.So that user is when carrying out consumption activity programming, it is multiple without manually selecting and arranging in pairs or groups Business item improves the ease for use of client.
It should be understood that above general description and following detailed description be only it is exemplary and explanatory, not The application can be limited.
Detailed description of the invention
The drawings herein are incorporated into the specification and forms part of this specification, and shows the implementation for meeting the application Example, and together with specification it is used to explain the principle of the application.
Fig. 1 is the exemplary system architecture schematic diagram using the embodiment of the present application;
Fig. 2 is a kind of the application flow chart of recommended method shown according to an exemplary embodiment;
Fig. 3 is the flow chart of the application another recommended method shown according to an exemplary embodiment;
Fig. 4 is the flow chart of the application another recommended method shown according to an exemplary embodiment;
Fig. 5 is the flow chart of the application another recommended method shown according to an exemplary embodiment;
Fig. 6 is the flow chart of the application another recommended method shown according to an exemplary embodiment;
Fig. 7 is the flow chart of the application another recommended method shown according to an exemplary embodiment;
Fig. 8 is a kind of the application block diagram of recommendation apparatus shown according to an exemplary embodiment;
Fig. 9 is the block diagram of the application another recommendation apparatus shown according to an exemplary embodiment;
Figure 10 is the block diagram of the application another recommendation apparatus shown according to an exemplary embodiment;
Figure 11 is the block diagram of the application another recommendation apparatus shown according to an exemplary embodiment;
Figure 12 is the block diagram of the application another recommendation apparatus shown according to an exemplary embodiment;
Figure 13 is the block diagram of the application another recommendation apparatus shown according to an exemplary embodiment;
Figure 14 is the block diagram of the application another recommendation apparatus shown according to an exemplary embodiment;
Figure 15 is the structural schematic diagram of the application a kind of electronic equipment shown according to an exemplary embodiment.
Specific embodiment
Example embodiments are described in detail here, and the example is illustrated in the accompanying drawings.Following description is related to When attached drawing, unless otherwise indicated, the same numbers in different drawings indicate the same or similar elements.Following exemplary embodiment Described in embodiment do not represent all embodiments consistent with the application.On the contrary, they be only with it is such as appended The example of the consistent device and method of some aspects be described in detail in claims, the application.
It is only to be not intended to be limiting the application merely for for the purpose of describing particular embodiments in term used in this application. It is also intended in the application and the "an" of singular used in the attached claims, " described " and "the" including majority Form, unless the context clearly indicates other meaning.It is also understood that term "and/or" used herein refers to and wraps It may be combined containing one or more associated any or all of project listed.
It will be appreciated that though various information, but this may be described using term first, second, third, etc. in the application A little information should not necessarily be limited by these terms.These terms are only used to for same type of information being distinguished from each other out.For example, not departing from In the case where the application range, the first information can also be referred to as the second information, and similarly, the second information can also be referred to as One information.Depending on context, word as used in this " if " can be construed to " ... when " or " when ... When " or " in response to determination ".
Referring to Fig. 1, for using the exemplary system architecture schematic diagram of the embodiment of the present application:
As shown in Figure 1, system architecture 100 may include terminal device 101,102, network 103 and server 104.It should Understand, the number or type of terminal device, network and server in Fig. 1 are only schematical.It, can be with according to needs are realized Terminal device, network and server with arbitrary number or type.
Network 103 between terminal device, server for providing the medium of communication link.Network 103 may include each Kind connection type, such as wired, wireless communication link or fiber optic cables etc..
Terminal device 101,102 can be interacted by network 103 with server, to receive or send request or information Deng.Terminal device 101,102 can be various electronic equipments, and including but not limited to smart phone, tablet computer, intelligence wearing is set Standby and personal digital assistant etc..
Server 104 can be to provide the server of various services.Server can store the data received, The processing such as analysis can also send control command or request etc. to terminal device or other servers.Server can respond In user service request and service is provided.It is appreciated that a server can provide one or more services, same clothes Business can also be provided by multiple servers.
The application is described in detail below in conjunction with specific embodiments.
As shown in Fig. 2, Fig. 2 is a kind of flow chart of recommended method shown according to an exemplary embodiment, this method can To be applied in server.Method includes the following steps:
In step 201, goal programming information is determined.
In the present embodiment, goal programming information can be user according to consumption activity program, be inputted by client Planning information.Goal programming information can include but is not limited to consumption activity scene and consumption activity condition etc..
In the present embodiment, consumption activity scene may include consuming movable form and type etc..For example, consumption activity Scene can include but is not limited to more people's party scenes, lovers' appointment scene, single leisure scene, weekend happy reunion scene, holiday Outing scene etc..Consumption activity condition can include but is not limited to consume the movable scheduled time, consume movable estimated ground Put and consume movable budget etc..
In the present embodiment, the consumption activity that user carries out for plan, after inputting goal programming information by client, Client can send the request for carrying goal programming information to server, and server can obtain goal programming from the request Information.
In step 202, one or more groups of alternative service package, every group of alternative business set are determined based on goal programming information Meal includes multiple business items.
In the present embodiment, one or more groups of alternative service package can be determined based on goal programming information, wherein every group Alternative service package may include multiple business items, each business item may include the movable electronic offers of consumption with Demonstrate,prove (e.g., discount coupon or group buying voucher etc.) etc..
In one implementation, goal condition can be determined based on goal programming information, from preset business item Choose the business item for meeting goal condition.Then, by the way of permutation and combination, from the business item for meeting goal condition Choose one or more groups of business items being mutually matched, the business item that every group is mutually matched be combined, obtain one group or The alternative service package of multiple groups.Wherein, the business item being mutually matched can be the industry of the mutual Lothrus apterus in process of consumption Business project.
In another implementation, multiple target service classifications can be determined based on goal programming information, from target industry Multiple candidate Traffic projects, and the candidate that will be matched in multiple candidate Traffic projects are chosen in the corresponding business item of business classification Business item is combined, and obtains one or more groups of alternative service package.
It is appreciated that alternative service package can also be determined by other any reasonable manners, the application is in this respect It does not limit.
In step 203, recommend above-mentioned alternative service package.
In the present embodiment, determining one or more groups of alternative service package can be sent to client by server, with Recommend alternative service package to user.It specifically, can be directly by the alternative business of the group if alternative service package is one group Set meal recommends user.If alternative service package is multiple groups, the alternative service package of multiple groups can be recommended into user at random, or The alternative service package of multiple groups can also be recommended user according to preset sequence by person.For example, it may be determined that every group of alternative business Then the corresponding set meal score value of set meal according to the sequence of set meal score value from big to small, recommends the alternative service package of multiple groups.
The recommended method provided by the above embodiment of the application is believed by determining goal programming information based on goal programming Breath determines one or more groups of alternative service package, and every group of alternative service package includes multiple business items, and recommends the alternative industry Business set meal.So that user when carrying out consumption activity programming, without multiple business items that manually select and arrange in pairs or groups, improves The ease for use of client.
As shown in figure 3, the flow chart of Fig. 3 another recommended method shown according to an exemplary embodiment, the embodiment The process for determining alternative service package is described, this method can be applied in server, comprising the following steps:
In step 301, goal programming information is determined.
In step 302, multiple target service classifications are determined based on goal programming information.
In the present embodiment, multiple classs of service can be divided in advance, for example, class of service can include but is not limited to eat Drink, film, performance, hotel accommodations, amusement and recreation are called a taxi, sight spot tourism, Peasants Joy, picking, body-building, photography etc..It can root According to goal programming information, determine that multiple target service classifications, multiple target service classification can be and goal programming information phase Matched class of service.
For example, multiple target service classifications can wrap if goal programming information includes " evening this Friday classmate party " It includes and calls a taxi, food and drink, amusement and recreation etc..If goal programming information includes " this Saturday whole family's outing ", multiple target service classes It not may include food and drink, amusement and recreation, Peasants Joy, picking etc..
Specifically, in one implementation, can be by the way of machine learning, training obtains target mould in advance Type, then, by goal programming information input into object module, according to object module output as a result, determining multiple target industry Business classification.
In another implementation, the incidence relation between keyword and class of service can also be preset, and will The incidence relation is stored.It can be based on goal programming information extraction keyword, and searched and the pass from the data prestored The associated class of service of keyword, as target service classification.
It is appreciated that target service classification can also be determined by other any reasonable manners, the application is to determining mesh It is not limited in terms of the concrete mode for marking class of service.
In step 303, multiple candidate Traffic projects are chosen from the corresponding business item of target service classification.
In the present embodiment, the corresponding business item of available target service classification, and it is corresponding from target service classification Business item in choose multiple candidate Traffic projects.Wherein, candidate Traffic project is the industry to match with goal programming information Business project.Specifically, it can be based on goal programming information extraction matching condition, then, from the corresponding industry of target service classification In business project, multiple business items for meeting matching condition are chosen, as candidate Traffic project.Wherein, which can be with Including but not limited to time conditions, site condition, preferences etc..
In step 304, the candidate Traffic project to match in multiple candidate Traffic projects is combined, obtains one group Or the alternative service package of multiple groups.
In the present embodiment, the candidate Traffic project to match can be the industry of the mutual Lothrus apterus in process of consumption Business project, also, class of service corresponding to the candidate Traffic project to match is different.
In one implementation, different target service classifications can be traversed, by the way of permutation and combination, chooses one The candidate Traffic project that group or multiple groups match, and the candidate Traffic project to match is combined, it obtains one or more groups of Alternative service package.
In another implementation, it is also based on goal programming information, determines that each target service classification is corresponding Priority.Then, according to priority, in such a way that iteration updates, combine the candidate Traffic project to match, obtain one group or The alternative service package of multiple groups.
It is appreciated that alternative service package can also be obtained by other any reasonable manners, the application is in this respect It does not limit.
In step 305, recommend above-mentioned alternative service package.
It should be noted that no longer going to live in the household of one's in-laws on getting married in above-mentioned Fig. 3 embodiment for the step identical with Fig. 2 embodiment It states, related content can be found in Fig. 2 embodiment.
The recommended method provided by the above embodiment of the application is believed by determining goal programming information based on goal programming Breath determines multiple target service classifications, and multiple candidate Traffic projects are chosen from the corresponding business item of target service classification, will The candidate Traffic project to match in multiple candidate Traffic projects is combined, and obtains one or more groups of alternative service package, and Recommend above-mentioned alternative service package.This improves the matching efficiencies of business item, to further improve service package Recommend efficiency.
As shown in figure 4, the flow chart of Fig. 4 another recommended method shown according to an exemplary embodiment, the embodiment The process that the candidate Traffic project that will be matched is combined is described in detail, this method can be applied in server, including Following steps:
In step 401, goal programming information is determined.
In step 402, multiple target service classifications are determined based on goal programming information.
In step 403, multiple candidate Traffic projects are chosen from the corresponding business item of target service classification.
In step 404, the corresponding priority of each target service classification is determined based on goal programming information.
In general, in consumption activity, the business item of different business classification can have different priority, because This, can be based on goal programming information, determine the corresponding priority of each target service classification.For example, if goal programming is believed Breath includes " evening this Friday classmate party ", then the sequence according to priority from high to low, target service classification are respectively food and drink, not Spare time amusement, calls a taxi.In another example if goal programming information includes " this Saturday whole family's outing ", from high to low according to priority Sequence, target service classification is respectively Peasants Joy, picking, food and drink, amusement and recreation.For another example if goal programming packet " lovers' appointment " being included, then the sequence according to priority from high to low, target service classification is respectively food and drink, film, amusement and recreation, Performance, calls a taxi.
Specifically, in one implementation, multiple target service classifications can be determined by the way of machine learning In the corresponding priority of each target service classification.In another implementation, it can also preset and store different fields The priority of class of service under scape.It can be searched corresponding to the class of service under different scenes based on the above-mentioned data prestored Priority.
It is appreciated that the corresponding priority of target service classification can also be determined by other any reasonable manners, this Application to not limiting in this respect.
In step 405, it according to priority, in such a way that iteration updates, combines in above-mentioned multiple candidate Traffic projects The candidate Traffic project to match.
In the present embodiment, in such a way that iteration updates, above-mentioned multiple candidate Traffic items can be combined according to priority The candidate Traffic project to match in mesh.Specifically, it is possible, firstly, to determine the business of highest priority in target service classification Classification, as first category.And the class of service in determining target service classification in addition to first category, as the second class Not.And one or more initial service package are generated using the corresponding candidate Traffic project of first category.
Then, the sequence according to priority from high to low traverses second category, using the corresponding candidate Traffic of second category Project, iteration update current service package.It, can be corresponding from the second category for any one second category traversed Candidate Traffic project in choose the matched target service project of each current service package respectively.For current any one Selection and the service package matched target service project can be merged and the service package are added by a service package.
It in the present embodiment, can in the following way, from traversed for any one current service package It in the corresponding candidate Traffic project of two classifications, chooses and the matched target service project of the service package: firstly, determining the business The corresponding screening conditions of set meal, wherein the screening conditions can based on the time involved in business item in the service package and The information such as place and determine.Then, the time for meeting the screening conditions is chosen from the corresponding candidate Traffic project of the second category Select business item as reference project.If reference project is one, which can be determined as to target service item Mesh.If reference project be it is multiple, the highest reference project of project score value can be chosen as target service project.Finally, The target service project is merged, the service package is added, to update the service package.
For example, in the implementation of the present embodiment, it is possible, firstly, to from high to low according to priority by target service classification Sequence arranged.Take the target service classification of highest priority as first category, remaining target service classification conduct Second category.Using the initial set meal array of the corresponding candidate Traffic project build of first category, initial set meal array it is every A element can be used to indicate each initial service package.Wherein, each element of initial set meal array can be by first The corresponding candidate Traffic item purpose mark of classification and the corresponding project score value of the candidate Traffic project are constituted.
Then, according to each second category of the order traversal of priority from high to low, using the corresponding time of second category Business item is selected, iteration updates current set meal array.Wherein, when updating for the first time, current set meal array is initial set meal Array.Non- when updating for the first time, current set meal array is last updated set meal array.
It specifically, can be from the corresponding candidate Traffic of the second category for the second category that any one is traversed In project, respectively for each element in current set meal array, the target service project to match is searched.And by target industry Business project is merged with corresponding element in current set meal array (i.e. by the target service item purpose mark and project score value It is merged into the element).After traversal, one service package of each element representation of set meal array can be used.
It should be noted that the project score value of user, the project score value can be directed to the setting of each business item in advance It can be used for characterizing user to the interested possibility of the business item, the project score value is bigger, and user is more possible to the industry Business project is interested.The information that can be drawn a portrait based on the goal programming information of user and user determines each business item for use The project score value at family.It is appreciated that can determine each business item for the project point of user using any reasonable manner Value, the application do not limit the concrete mode aspect for score value of identifying project.
In a step 406, recommend above-mentioned alternative service package.
It should be noted that for the step identical with Fig. 2-Fig. 3 embodiment, in above-mentioned Fig. 4 embodiment no longer into Row repeats, and related content can be found in Fig. 2-Fig. 3 embodiment.
The recommended method provided by the above embodiment of the application is believed by determining goal programming information based on goal programming Breath determines multiple target service classifications, and multiple candidate Traffic projects, base are chosen from the corresponding business item of target service classification The corresponding priority of each target service classification is determined in goal programming information, according to priority, in such a way that iteration updates, The candidate Traffic project to match in above-mentioned multiple candidate Traffic projects is combined, and recommends above-mentioned alternative service package.Thus into One step improves the matching efficiency of business item, helps to improve the recommendation efficiency of service package.
As shown in figure 5, the flow chart of Fig. 5 another recommended method shown according to an exemplary embodiment, the embodiment The process for recommending alternative service package is described, this method can be applied in server, comprising the following steps:
In step 501, goal programming information is determined.
In step 502, one or more groups of alternative service package, every group of alternative business set are determined based on goal programming information Meal includes multiple business items.
In step 503, if alternative service package is multiple groups, the corresponding set meal point of every group of alternative service package is determined Value, the set meal score value based on the corresponding business item of alternative service package project score value and determine.
In the present embodiment, the project score value of user, the project score value can be directed to the setting of each business item in advance It can be used for characterizing user to the interested possibility of the business item, the project score value is bigger, and user is more possible to the industry Business project is interested.The information that can be drawn a portrait based on the goal programming information of user and user determines each business item for use The project score value at family.
In the present embodiment, for any one group of alternative service package, it is corresponding that the alternative service package of the group can be calculated The weighted sum of the project score value of business item, using the weighted sum as the corresponding set meal score value of the alternative service package of the group.
In step 504, based on the corresponding set meal score value of every group of alternative service package, recommend above-mentioned alternative service package.
It in one implementation, can be by above-mentioned alternative service package and the corresponding set meal of every group of alternative service package Score value returns to client as recommendation information.By client according to the corresponding set meal score value of alternative service package from big to small Sequence, show alternative service package.
In another implementation, can also according to the sequence of set meal score value from big to small, to alternative service package into Row sequence, and alternative service package is returned into client according to the sequence.By client according to the alternative business of the sequencing display Set meal.
It should be noted that for the step identical with Fig. 2-Fig. 4 embodiment, in above-mentioned Fig. 5 embodiment no longer into Row repeats, and related content can be found in Fig. 2-Fig. 4 embodiment.
The recommended method provided by the above embodiment of the application is believed by determining goal programming information based on goal programming Breath determines one or more groups of alternative service package, and every group of alternative service package includes multiple business items, if alternative business set Meal is multiple groups, determines the corresponding set meal score value of every group of alternative service package, it is corresponding which is based on alternative service package The project score value of business item and determine, and based on the corresponding set meal score value of every group of alternative service package, recommend above-mentioned alternative industry Business set meal.Since the present embodiment can be based on the corresponding set meal score value of alternative service package, recommend above-mentioned alternative service package, because This, improves the precise degrees of recommendation.
In some optional embodiments, above-mentioned recommended method be can further include: determination is selected from alternative business Target service set meal in set meal determines stroke planning based on target service set meal, and sends stroke planning.
In the present embodiment, user can choose target service set meal, client by client from alternative service package The selection result of user can be sent to server by end.The target service set meal that server can be chosen based on user determines row Journey planning, the trip planning may include stroke route and/or stroke reminding.Then, the trip can be planned and be returned by server Back to client, client is planned for the trip, executes corresponding operation.
Although should be noted that in the above-described embodiments, the operation of the application method is described with particular order, this These operations must be executed in this particular order by not requiring that or implying, or is had to carry out and operated just shown in whole It is able to achieve desired result.On the contrary, the step of describing in flow chart can change and execute sequence.It additionally or alternatively, can be with Certain steps are omitted, multiple steps are merged into a step and are executed, and/or a step is decomposed into execution of multiple steps.
As shown in fig. 6, Fig. 6 is a kind of flow chart of recommended method shown according to an exemplary embodiment, this method can To be applied in client, which can be installed on the terminal device of user.It will be understood by those skilled in the art that should Terminal device can include but is not limited to the mobile terminal device of such as smart phone, intelligent wearable equipment, tablet computer, a Personal digital assistant etc..Method includes the following steps:
In step 601, preset interface is exported.
In step 602, determine that the goal programming information inputted by the preset interface, the goal programming information include disappearing Take activity scene and consumption activity condition.
In the present embodiment, client can export preset interface on default interface, and user can be preset by this and be connect Mouth input goal programming information.Wherein, user can input the goal programming information of textual form by the preset interface, can also To input the goal programming information of speech form by the preset interface, can also be selected from alternative option by preset interface Select goal programming information.It is appreciated that goal programming information can be any form of information, the application is to unlimited in this respect It is fixed.
In the present embodiment, goal programming information can be user according to consumption activity program, be inputted by client Planning information.Goal programming information can include but is not limited to consumption activity scene and consumption activity condition etc..
In the present embodiment, consumption activity scene may include consuming movable form and type etc..For example, consumption activity Scene can include but is not limited to more people's party scenes, lovers' appointment scene, single leisure scene, weekend happy reunion scene, holiday Outing scene etc..Consumption activity condition can include but is not limited to consume the movable scheduled time, consume movable estimated ground Put and consume movable budget etc..
In step 603, the one or more groups of alternative service package of goal programming acquisition of information, every group of alternative business set are based on Meal includes multiple business items.
In the present embodiment, the consumption activity that user carries out for plan, after inputting goal programming information by client, Client can send the request for carrying goal programming information to server, and server can obtain goal programming from the request Information.One or more groups of alternative service package are determined by server, and return to alternative service package, client can receive service The alternative service package that device returns.
In step 604, above-mentioned alternative service package is exported.
In the present embodiment, client can be according to the above-mentioned alternative service package of preset Sequential output, for example, can be by According to the sequence of the corresponding set meal score value of alternative service package from big to small, above-mentioned alternative service package is shown.It can also be according to standby The corresponding temperature sequence of service package is selected, shows above-mentioned alternative service package.It is appreciated that the application is to the above-mentioned alternative industry of output It is not limited in terms of the specific order of business set meal.
The recommended method provided by the above embodiment of the application determines by exporting preset interface and passes through the preset interface The goal programming information of input, the goal programming information include consumption activity scene and consumption activity condition, are advised based on target The one or more groups of alternative service package of acquisition of information are drawn, every group of alternative service package includes multiple business items, and is exported above-mentioned Alternative service package.So that user is when carrying out consumption activity programming, without multiple business items that manually select and arrange in pairs or groups, Improve the ease for use of client.
As shown in fig. 7, the flow chart of Fig. 7 another recommended method shown according to an exemplary embodiment, the embodiment It describes and exports the later process of alternative service package, this method can be applied in client, comprising the following steps:
In step 701, preset interface is exported.
In a step 702, determine that the goal programming information inputted by the preset interface, the goal programming information include disappearing Take activity scene and consumption activity condition.
In step 703, it is based on the one or more groups of alternative service package of goal programming acquisition of information, every group of alternative business set Meal includes multiple business items.
In step 704, above-mentioned alternative service package is exported.
In step 705, the target service set meal chosen from above-mentioned alternative service package is determined.
In step 706, the stroke planning for being directed to target service set meal is determined.
In the present embodiment, user can choose target service set meal, client by client from alternative service package The selection result of user can be sent to server by end.The target service set meal that server can be chosen based on user determines row Journey planning, the trip planning may include stroke route and/or stroke reminding.Then, the trip can be planned and be returned by server Back to client, client can be planned for the trip, execute corresponding operation.
In step 707, the corresponding operation of stroke planning is executed.
In the present embodiment, if stroke planning includes stroke route, client can show the trip road to user Line.If stroke planning includes stroke reminding, client can be reminded based on the trip, be carried out during stroke to user It reminds.
It should be noted that no longer going to live in the household of one's in-laws on getting married in above-mentioned Fig. 7 embodiment for the step identical with Fig. 6 embodiment It states, related content can be found in Fig. 6 embodiment.
The recommended method provided by the above embodiment of the application determines by exporting preset interface and passes through the preset interface The goal programming information of input, the goal programming information include consumption activity scene and consumption activity condition, are advised based on target The one or more groups of alternative service package of acquisition of information are drawn, every group of alternative service package includes multiple business items, is exported above-mentioned standby Service package is selected, determines the target service set meal chosen from above-mentioned alternative service package, is determined for target service set meal Stroke planning, and execute the corresponding operation of stroke planning.To not only make user when carrying out consumption activity programming, it is not necessarily to hand Dynamic selection and multiple business items of arranging in pairs or groups, and stroke rule can also be further obtained according to the target service set meal that user selects It draws, further improves the ease for use of client.
Corresponding with aforementioned recommended method embodiment, present invention also provides the embodiments of recommendation apparatus.
As shown in figure 8, Fig. 8 is a kind of the application recommendation apparatus block diagram shown according to an exemplary embodiment, the device It may include: the first determining module 801, the second determining module 802 and recommending module 803.
Wherein, the first determining module 801, for determining goal programming information.
Second determining module 802, for determining one or more groups of alternative service package based on goal programming information, every group standby Selecting service package includes multiple business items.
Recommending module 803, for recommending above-mentioned alternative service package.
As shown in figure 9, Fig. 9 is the application another recommendation apparatus block diagram shown according to an exemplary embodiment, the reality Example is applied on the basis of aforementioned embodiment illustrated in fig. 8, the second determining module 802 may include: determining submodule 901, choose son Module 902 and combination submodule 903.
Wherein it is determined that submodule 901, for determining multiple target service classifications based on goal programming information.
Submodule 902 is chosen, for choosing multiple candidate Traffic projects from the corresponding business item of target service classification.
Submodule 903 is combined, for the candidate Traffic project to match in above-mentioned multiple candidate Traffic projects to be carried out group It closes, obtains one or more groups of alternative service package.
As shown in Figure 10, Figure 10 is the application another recommendation apparatus block diagram shown according to an exemplary embodiment, should For embodiment on the basis of aforementioned embodiment illustrated in fig. 9, combination submodule 903 may include: sorting sub-module 1001 and iteration Submodule 1002.
Wherein, sorting sub-module 1001 determine that each target service classification is corresponding excellent for being based on goal programming information First grade.
Iteration submodule 1002 in such a way that iteration updates, is combined and above-mentioned is matched for according to above-mentioned priority Candidate Traffic project.
As shown in figure 11, Figure 11 is the application another recommendation apparatus block diagram shown according to an exemplary embodiment, should For embodiment on the basis of aforementioned embodiment illustrated in fig. 10, iteration submodule 1002 may include: classification submodule 1101, generate Submodule 1102 and update submodule 1103.
Wherein, classification submodule 1101, for determining the first category and mesh of highest priority in target service classification Mark the second category in class of service in addition to first category.
Submodule 1102 is generated, it is one or more initial for being generated using the corresponding candidate Traffic project of first category Service package.
Submodule 1103 is updated, for the sequence according to priority from high to low, second category is traversed, using second category Corresponding candidate Traffic project, iteration update current service package.
In some optional embodiments, for any one second category, updating submodule 1103 can be by as follows Mode updates current service package using the corresponding candidate Traffic project of the second category: for current each business set Meal, chooses the target service project to match from the corresponding candidate Traffic project of the second category, and by target service project Merge the service package for being added and matching, to update current service package.
In other optional embodiments, for any one current service package, updating submodule 1103 can be with Matched target service project is chosen from the corresponding candidate Traffic project of the second category in the following way: determining the business The corresponding screening conditions of set meal choose the reference items for meeting screening conditions from the corresponding candidate Traffic project of the second category Mesh.If the reference project is one, which is determined as target service project.If the reference project is multiple, selection The highest reference project of project score value is as target service project.
In other optional embodiments, recommending module 803 is configured for: when alternative service package is multiple groups, Determine the corresponding set meal score value of every group of alternative service package, the set meal score value is based on the corresponding business item of alternative service package Project score value and determine, based on the corresponding set meal score value of every group of alternative service package, recommend alternative service package.
In other optional embodiments, for any one group of alternative service package, the alternative service package of the group is corresponding Set meal score value be the corresponding business item of the alternative service package of the group project score value weighted sum.
As shown in figure 12, Figure 12 is the application another recommendation apparatus block diagram shown according to an exemplary embodiment, should On the basis of aforementioned embodiment illustrated in fig. 8, which can further include embodiment: third determining module 804, and the 4th Determining module 805 and sending module 806.
Wherein, third determining module 804, for determining the target service set meal being selected from alternative service package.
4th determining module 805, for determining stroke planning based on target service set meal.
Sending module 806, for sending the trip planning.
In other optional embodiments, the trip planning may include stroke route and/or stroke reminding.
It should be appreciated that above-mentioned apparatus can be preset in the server, can also be loaded by modes such as downloadings In server.Corresponding module in above-mentioned apparatus can cooperate with the module in server to realize suggested design.
As shown in figure 13, Figure 13 is a kind of the application recommendation apparatus block diagram shown according to an exemplary embodiment, the dress Setting may include: the first output module 1301, the first determining module 1302, obtain module 1303 and the second output module 1304.
Wherein, the first output module 1301, for exporting preset interface.
First determining module 1302, for determining the goal programming information inputted by the preset interface, the goal programming Information may include consumption activity scene and consumption activity condition.
Module 1303 is obtained, for being based on the one or more groups of alternative service package of the goal programming acquisition of information, every group standby Selecting service package includes multiple business items.
Second output module 1304, for exporting above-mentioned alternative service package.
As shown in figure 14, Figure 14 is the application another recommendation apparatus block diagram shown according to an exemplary embodiment, should On the basis of aforementioned embodiment illustrated in fig. 13, which can further include embodiment: the second determining module.
Wherein, the second determining module 1305, for determining the target service set meal chosen from above-mentioned alternative service package.
Third determining module 1306, for determining the stroke planning for being directed to target service set meal.
Execution module 1307, for executing the corresponding operation of above-mentioned stroke planning.
In some optional embodiments, the trip planning may include stroke route and/or stroke reminding.
It should be appreciated that above-mentioned apparatus can be set in advance in terminal device, can also be loaded by modes such as downloadings Into terminal device.Corresponding module in above-mentioned apparatus can cooperate with the module in terminal device to realize recommendation side Case.
For device embodiment, since it corresponds essentially to embodiment of the method, so related place is referring to method reality Apply the part explanation of example.The apparatus embodiments described above are merely exemplary, wherein described be used as separation unit The unit of explanation may or may not be physically separated, and component shown as a unit can be or can also be with It is not physical unit, it can it is in one place, or may be distributed over multiple network units.It can be according to actual The purpose for needing to select some or all of the modules therein to realize application scheme.Those of ordinary skill in the art are not paying Out in the case where creative work, it can understand and implement.
The embodiment of the present application also provides a kind of computer readable storage medium, which is stored with computer journey Sequence, computer program can be used for executing the recommended method that above-mentioned Fig. 2 is provided to Fig. 7 any embodiment.
Corresponding to above-mentioned recommended method, the embodiment of the present application also proposed the example shown in figure 15 according to the application The schematic configuration diagram of the electronic equipment of property embodiment.Figure 15 is please referred to, in hardware view, which includes processor, interior Portion's bus, network interface, memory and nonvolatile memory are also possible that hardware required for other business certainly.Place Reason device is formed on logic level and is pushed away from the then operation into memory of corresponding computer program is read in nonvolatile memory Recommend device.Certainly, other than software realization mode, the application is not precluded other implementations, for example, logical device or Mode of software and hardware combining etc., that is to say, that the executing subject of following process flow is not limited to each logic unit, It can be hardware or logical device.
Those skilled in the art after considering the specification and implementing the invention disclosed here, will readily occur to its of the application Its embodiment.This application is intended to cover any variations, uses, or adaptations of the application, these modifications, purposes or Person's adaptive change follows the general principle of the application and including the undocumented common knowledge in the art of the application Or conventional techniques.The description and examples are only to be considered as illustrative, and the true scope and spirit of the application are by following Claim is pointed out.
It should be understood that the application is not limited to the precise structure that has been described above and shown in the drawings, and And various modifications and changes may be made without departing from the scope thereof.Scope of the present application is only limited by the accompanying claims.

Claims (17)

1. a kind of recommended method, which is characterized in that the described method includes:
Determine goal programming information;
One or more groups of alternative service package are determined based on the goal programming information, and alternative service package described in every group includes more A business item;
Recommend the alternative service package.
2. the method according to claim 1, wherein described determine one group or more based on the goal programming information The alternative service package of group, comprising:
Multiple target service classifications are determined based on the goal programming information;
Multiple candidate Traffic projects are chosen from the corresponding business item of the target service classification;
The candidate Traffic project to match in the multiple candidate Traffic project is combined, one or more groups of alternative industry are obtained Business set meal.
3. according to the method described in claim 2, it is characterized in that, described will match in the multiple candidate Traffic project Candidate Traffic project is combined, comprising:
Based on the goal programming information, the corresponding priority of each target service classification is determined;
According to the priority, in such a way that iteration updates, the candidate Traffic project that matches described in combination.
4. according to the method described in claim 3, it is characterized in that, described according to the priority, the side updated by iteration Formula, the candidate Traffic project to match described in combination, comprising:
It determines in the target service classification in the first category of highest priority and the target service classification except described the Second category other than one classification;
One or more initial service package are generated using the corresponding candidate Traffic project of the first category;
According to the sequence of priority from high to low, the second category is traversed, using the corresponding candidate Traffic of the second category Project, iteration update current service package.
5. according to the method described in claim 4, it is characterized in that, being adopted in the following way for any one second category With the corresponding candidate Traffic project of the second category, current service package is updated:
For current each service package, the target industry to match is chosen from the corresponding candidate Traffic project of the second category Business project;
The target service project is merged to the service package for being added and matching, to update current service package.
6. according to the method described in claim 5, it is characterized in that, for any one current service package, by as follows Mode chooses matched target service project from the corresponding candidate Traffic project of the second category:
Determine the corresponding screening conditions of the service package;
The reference project for meeting the screening conditions is chosen from the corresponding candidate Traffic project of the second category;
If the reference project is one, which is determined as the target service project;
If the reference project be it is multiple, choose the highest reference project of project score value as the target service project.
7. the method according to claim 1, wherein described recommend the alternative service package, comprising:
If the alternative service package is multiple groups, determine every group described in the alternative corresponding set meal score value of service package, the set Meal score value based on the corresponding business item of alternative service package project score value and determine;
Based on the corresponding set meal score value of alternative service package described in every group, recommend the alternative service package.
8. the method according to the description of claim 7 is characterized in that being directed to any one group of alternative service package, the alternative industry of the group The corresponding set meal score value of business set meal is the weighted sum of the project score value of the corresponding business item of the alternative service package of the group.
9. any method in -8 according to claim 1, which is characterized in that the method also includes:
Determine the target service set meal being selected from the alternative service package;
Stroke planning is determined based on the target service set meal;
Send the stroke planning.
10. according to the method described in claim 9, it is characterized in that, the stroke planning includes that stroke route and/or stroke mention It wakes up.
11. a kind of recommended method, which is characterized in that the described method includes:
Export preset interface;
Determine the goal programming information inputted by the preset interface;The goal programming information include consumption activity scene with And consumption activity condition;
Based on the one or more groups of alternative service package of the goal programming acquisition of information, alternative service package described in every group includes more A business item;
Export the alternative service package.
12. according to the method for claim 11, which is characterized in that the method also includes:
Determine the target service set meal chosen from the alternative service package;
Determine the stroke planning for being directed to the target service set meal;
Execute the corresponding operation of the stroke planning.
13. according to the method for claim 12, which is characterized in that the stroke planning includes stroke route and/or stroke It reminds.
14. a kind of recommendation apparatus, which is characterized in that described device includes:
First determining module, for determining goal programming information;
Second determining module, for determining one or more groups of alternative service package based on the goal programming information, described in every group Alternative service package includes multiple business items;
Recommending module, for recommending the alternative service package.
15. a kind of recommendation apparatus, which is characterized in that described device includes:
First output module, for exporting preset interface;
First determining module, for determining the goal programming information inputted by the preset interface;The goal programming information Including consumption activity scene and consumption activity condition;
Module is obtained, it is alternative described in every group for being based on the one or more groups of alternative service package of the goal programming acquisition of information Service package includes multiple business items;
Second output module, for exporting the alternative service package.
16. a kind of computer readable storage medium, which is characterized in that the storage medium is stored with computer program, the meter Method described in any one of the claims 1-13 is realized when calculation machine program is executed by processor.
17. a kind of electronic equipment including memory, processor and stores the calculating that can be run on a memory and on a processor Machine program, which is characterized in that the processor is realized described in any one of the claims 1-13 when executing described program Method.
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CN106096785A (en) * 2016-06-13 2016-11-09 北京游谱科技发展有限公司 A kind of circuit method for customizing based on stroke planning, system
WO2017124881A1 (en) * 2016-01-21 2017-07-27 腾讯科技(深圳)有限公司 Information pushing method and apparatus
CN107145955A (en) * 2017-04-11 2017-09-08 浙江大学 A kind of stroke planning method based on condition and user preference

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2017124881A1 (en) * 2016-01-21 2017-07-27 腾讯科技(深圳)有限公司 Information pushing method and apparatus
CN105955981A (en) * 2016-04-15 2016-09-21 清华大学 Personalized travel package recommendation method based on demand classification and subject analysis
CN106096785A (en) * 2016-06-13 2016-11-09 北京游谱科技发展有限公司 A kind of circuit method for customizing based on stroke planning, system
CN107145955A (en) * 2017-04-11 2017-09-08 浙江大学 A kind of stroke planning method based on condition and user preference

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