CN109101630A - Method, device and equipment for generating search result of application program - Google Patents
Method, device and equipment for generating search result of application program Download PDFInfo
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- CN109101630A CN109101630A CN201810922706.1A CN201810922706A CN109101630A CN 109101630 A CN109101630 A CN 109101630A CN 201810922706 A CN201810922706 A CN 201810922706A CN 109101630 A CN109101630 A CN 109101630A
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- 238000000034 method Methods 0.000 title claims abstract description 55
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Abstract
The method for generating the search result of the application program comprises the following steps: receiving keywords input by a user, and generating a first application program sequence list according to the matching degree of the name of an application program and the keywords; acquiring the searched application program characteristics according to the first application program sequence list, and acquiring user characteristics according to a user identifier; searching a second application program list according to the application program characteristics and the user characteristics; and comprehensively sequencing the first application program list and the second application program list to generate a comprehensive list of the application programs. Because the comprehensive list is related to the keywords, the application characteristics and the user characteristics, results related to the user and the search content thereof can be generated more effectively, and the distribution quantity and the distribution success rate of the application programs are improved.
Description
Technical field
The application belongs to internet area more particularly to a kind of generation method of application program search result, device and sets
It is standby.
Background technique
With the rapid proliferation and fast development of intelligent mobile terminal, the quantity of application program App is also more and more, passes through
In the keyword of APP application shop search for application, application program required for searching is increasingly becoming needed for people's acquisition
The main path for the application program wanted.
When application shop server receives the searching request of user, solved generally by the keyword of search
Analysis searches and generates the list of application of search result according to matching degree size with the Apply Names of the keyword match.It is this
Search result generating mode can be used family and conveniently generate list of application, still, still cannot effectively generate and use
The associated application program of family search, is unfavorable for further increasing the dispensed amount of application shop.
Summary of the invention
In view of this, the embodiment of the present application provides generation method, device and the equipment of a kind of application program search result,
To solve in application program searching method in the prior art, cannot effectively generate associated with user's search using journey
Sequence is unfavorable for the problem of further increasing the dispensed amount of application shop.
The first aspect of the embodiment of the present application provides a kind of generation method of application program search result, described to apply journey
The generation method of sequence search result includes:
The keyword for receiving user's input generates first according to the matching degree of the title of application program and the keyword and answers
Use program listing；
According to described first the application list, the application features of search are obtained, and according to user identifier, are obtained
User characteristics；
According to the application features and the user characteristics, second the application list is searched；
Described first the application list and the progress of second the application list is integrated ordered, generate the comprehensive of application program
Close list.
With reference to first aspect, in the first possible implementation of first aspect, the key for receiving user's input
Word, the step of generating first the application list according to the matching degree of the title of application program and the keyword include:
According to the title of application program, determine that the name information that the application program includes, the name information have included
One in whole name, Chinese keyword, phonetic keyword, first letter of pinyin abbreviated keyword or English acronym keyword
Item is multinomial；
The keyword for receiving user's input, the key in name information for including by institute received keyword and application program
Word is matched, and generates first the application list according to matching degree.
With reference to first aspect, described to apply journey according to described first in second of possible implementation of first aspect
Sequence table, the step of obtaining the application features of search include:
The application program of the first quantity is selected according to described first the application list；
Obtain label characteristics corresponding to the application program of selected first quantity, characteristic of division, be applicable in age characteristics,
One or more in regional feature.
With reference to first aspect, described special according to the application program in the third possible implementation of first aspect
The step of seeking peace the user characteristics, searching second the application list include:
The application features and the user characteristics are taken into intersection, application features is obtained and user characteristics is shared
Feature；
The shared feature is matched with the feature of application program, generates second the application list.
With reference to first aspect, described by first application program in the 4th kind of possible implementation of first aspect
List and second the application list carry out integrated ordered, and the step of generating the comprehensive list of application program includes:
Union is taken according to the application in first the application list and second the application list, generates the collection of application program
It closes；
According to the keyword score value of application program, liveness and/or whether there is recommendation to determine application program in the set
Sequence, generate Compositive sequence.
The 4th kind of possible implementation with reference to first aspect, in the 5th kind of possible implementation of first aspect, institute
State method further include:
First that first application program in described first the application list is determined as Compositive sequence applies journey
Sequence.
With reference to first aspect, in the 6th kind of possible implementation of first aspect, the method also includes:
According to the preset corresponding relationship for promoting keyword and popularization and application, the keyword of lookup user's input is corresponding to be pushed away
The set of wide application program；
According to the promotion efficiency of the application program in the set for promoting and applying program, the popularization sequence of application program is determined
Column extract the application program for promoting the forward predetermined quantity of sequence and are added to the comprehensive list.
The second aspect of the embodiment of the present application provides a kind of generating means of application program search result, described to apply journey
The generating means of sequence search result include:
First list generation unit, for receiving the keyword of user's input, according to the title of application program and the pass
The matching degree of key word generates first the application list；
Feature acquiring unit is used to obtain the application features of search according to described first the application list, and
According to user identifier, user characteristics are obtained；
Second list generation unit, for searching the second application according to the application features and the user characteristics
Program listing；
Comprehensive list generation unit, for integrating described first the application list and second the application list
Sequence, generates the comprehensive list of application program.
The third aspect of the embodiment of the present application provides a kind of server, including memory, processor and is stored in institute
The computer program that can be run in memory and on the processor is stated, the processor executes real when the computer program
Now as described in any one of first aspect the step of the generation method of application program search result.
The fourth aspect of the embodiment of the present application provides a kind of computer readable storage medium, the computer-readable storage
Media storage has computer program, realizes when the computer program is executed by processor and applies as described in any one of first aspect
The step of generation method of program search result.
Existing beneficial effect is the embodiment of the present application compared with prior art: after the keyword for receiving user's input,
By the matching degree of keyword and the title of application program, first the application list is generated, according to first application program
Application program in list, available application features, according to the available user characteristics of user identifier, by the application
Performance of program and user characteristics can determine second the application list, apply Cheng Liebiao and the second Application Column for first
After table is integrated ordered, comprehensive list is generated, so that comprehensive list and keyword, related, the Neng Gougeng using feature and user characteristics
Add and effectively generates associated with user and its search content as a result, being conducive to improve the distribution quantity and distribution of application program
Success rate.
Detailed description of the invention
It in order to more clearly explain the technical solutions in the embodiments of the present application, below will be to embodiment or description of the prior art
Needed in attached drawing be briefly described, it should be apparent that, the accompanying drawings in the following description is only some of the application
Embodiment for those of ordinary skill in the art without any creative labor, can also be according to these
Attached drawing obtains other attached drawings.
Fig. 1 is a kind of implementation process signal of the generation method of application program search result provided by the embodiments of the present application
Figure；
Fig. 2 is the implementation process schematic diagram of method provided by the embodiments of the present application；
Fig. 3 is the implementation process schematic diagram of method provided by the embodiments of the present application；
Fig. 4 is the implementation process signal of the generation method of another application program search result provided by the embodiments of the present application
Figure；
Fig. 5 is a kind of schematic diagram of the generating means of application program search result provided by the embodiments of the present application；
Fig. 6 is the schematic diagram of server provided by the embodiments of the present application.
Specific embodiment
In being described below, for illustration and not for limitation, the tool of such as particular system structure, technology etc is proposed
Body details, so as to provide a thorough understanding of the present application embodiment.However, it will be clear to one skilled in the art that there is no these specific
The application also may be implemented in the other embodiments of details.In other situations, it omits to well-known system, device, electricity
The detailed description of road and method, so as not to obscure the description of the present application with unnecessary details.
In order to illustrate technical solution described herein, the following is a description of specific embodiments.
Fig. 1 is a kind of implementation process signal of generation method of application program search result provided by the embodiments of the present application
Figure, details are as follows:
In step s101, the keyword for receiving user's input, according to of the title of application program and the keyword
First the application list is generated with degree；
Specifically, the keyword of user input, can in terminal device used by a user, such as smart phone,
The equipment such as tablet computer are completed.The keyword inputted can be the complete name of application program, or application program
Partial key is perhaps the perhaps abbreviation of the initial of the phonetic of application program or for using journey of the phonetic of application program
The part English name of sequence, or the abbreviation of the initial for English name.
May include following steps as shown in Figure 2 to obtain the title of application program and the matching degree of keyword:
In step s 201, according to the title of application program, the name information that the application program includes, the name are determined
Claiming information includes complete name, Chinese keyword, phonetic keyword, first letter of pinyin abbreviated keyword or English acronym
One or more in keyword；
Before carrying out keyword match, the content for including to the name information of application program in advance is divided, Ke Yitong
Name information corresponding to different database purchase application programs is crossed, the database may include the data of complete name
The database of Chinese keyword in library, name, the database of english keyword in name, name are converted into phonetic formation
Phonetic keyword database, name are converted to the keyword database of the acronym formation after phonetic, English initial contracting
One or more of databases such as write key database.It, can be first to defeated when receiving the keyword of user's input
Database where the keyword entered is judged, the matched application program of institute is then searched in corresponding database.For example,
When user inputs Chinese, inquiry can be rapidly performed by the database or Chinese keyword database of complete name.
For example, entitled " Amap " of application program, included name information includes that complete name is " high moral
Figure ", Chinese keyword are " Gao De " or " map ", and phonetic keyword is " GAODEDITU ", and first letter of pinyin abbreviated keyword is
“GDDT”。
In addition, in search different weights can also be assigned according to different keyword databases, such as can be by English
The weight of literary fame acronym is 0.618 etc..So that different keywords embodies different significance levels, more have convenient for user
Effect searches accurate result.
In step S202, the keyword of user's input is received, the name for including by institute received keyword and application program
Claim the keyword in information to be matched, first the application list is generated according to matching degree.
After the keyword for receiving user's input, compared according to the keyword and the name information in the database that prestores
Compared with first the application list can be generated according to the size of matching degree.It include sequence letter in described first the application list
Breath, all application programs are successively ranked up from big to small according to the size of name information and the similarity of keyword, it may be assumed that
The highest application program of similarity comes foremost, that is, the position of TOP1.
In step s 102, the application features of search are obtained according to described first the application list, and according to
User identifier obtains user characteristics；
Include sequencing information in first the application list, predetermined quantity can be obtained according to the sequencing information
Application program.For example it can be determined according to the quantity for the application program that client one page is presented.If client one page is in
The quantity of existing application program is N, can extract N* (1-0.618) a application program, calculate application features.
The calculating of the application features, can be according to application program extracted in first the application list come really
It is fixed.It is summed by application features included by each application program to extraction, the collection for the performance of program that is applied
It closes.
Alternatively, different weights can also be distributed according to the sequence of the application program of extraction, by the application package of extraction
The application features and corresponding weight included are multiplied to obtain product, then the product of identical application features is summed,
The summing value of different application features is obtained, according to the size of summing value, to determine searched for application features.Than
When being greater than predetermined value such as summing value, the application features are validity feature.
The application program of the first quantity as selected in first the application list obtains selected each application program
The feature of included application program generates application features, the i.e. set of the feature of application program.
For example, application program X includes label characteristics A1, characteristic of division B1, age characteristics C1, regional feature D1, using journey
Sequence Y includes label characteristics A2, characteristic of division B2, age characteristics C2, and regional feature D2 etc. seeks all application features
With the set of application features can be obtained, if the quantity of application program selected in first the application list is
N* (1-0.618) is a, then the feature of these application programs is taken union, application features can be obtained.
Meanwhile the application also parses user characteristics, can search the mark of the user by the mark of user
Corresponding user characteristics.The account name or user that the mark of the user can be registered for user in application shop are operating
The account name that system is logged in, or may be the hardware address etc. of equipment.By way of receiving registration information, Huo Zhetong
The mode of overfitting obtains the user characteristics of user.The user characteristics may include the classification for the application that user likes, like
The label of application, the age of user, one or more of features such as the affiliated region of user.
In step s 103, according to the application features and the user characteristics, second the application list is searched；
According to the application features and the user characteristics, second the application list can be determined, it specifically can be with
Including following method of determination:
1) application features and user characteristics that will acquire take intersection, obtain the set of common characteristic, and can basis
The number that common characteristic occurs is ranked up, and then goes matching application program according to the feature after sequence, obtains second using journey
Sequence table, or matching application program directly can also be gone according to the set of common characteristic, obtain second the application list；
2) weighted value for obtaining the weighted value and user characteristics in application features, to the weight of identical feature
Value is summed, and weighted value corresponding to different characteristic is obtained, and be ranked up to feature according to weighted value, after sequence
Feature goes matching application program, obtains second the application list.
In step S104, described first the application list and second the application list are subjected to integrated ordered, life
At the comprehensive list of application program.
After obtaining first the application list and second the application list, due to first the application list be according to
The related application that the keyword of family input directly exports, and second the application list is the keyword inputted according to user
Application program associated by the application program searched, and application program associated by user characteristics is combined, in order to being searched
All applications of rope are effectively sorted, i.e., merge first the application list and second the application list.?
When fusion, for first application program in first the application list, it can be not involved in sequence, directly as comprehensive list
In first application program.
The process of comprehensive list is generated by first the application list and second the application list, as shown in figure 3, can be with
Include:
Step S301 in, union is taken according to the application in first the application list and second the application list, it is raw
At the set of application program；
In the set of the application program, including the application program and the second application in first the application list
Application program in program listing.When application program in the set to the application program is ranked up, can directly by
First application program in first the application list is as first application program in Compositive sequence, the i.e. application of TOP1
Program.
In step s 302, according to the keyword score value of application program, liveness and/or whether have recommendation, determine described in
The sequence of application program in set generates Compositive sequence.
To the application program in the set of application program, first in first the application list is being eliminated using journey
After sequence, other application programs are ranked up.For example, the number of first the application list be selection TOP100, second
Application program number in the application list is N* (1-0.618), then the number for needing to participate in the application program of sequence is
100+N*(1-0.618)-1。
It can be ranked up by the method for packet sequencing.Multiple latitudes are determined by the method for grouping, for example can wrap
It includes: search key marking, all liveness (all downloads-week discharging quantity), total download and recommended intensity.Also, search is closed
Key word marking priority > week mobility priority > always download priority > recommendation priority.Described search is crucial
Word marking grouping may include: less than 0.3, [0.3,0.5], [0.5,1.0], and be greater than 1.0.The week liveness can be with
Grouping may include: less than 10,000, [10000,100000], be greater than 100000.The grouping of total download may include: to be less than
10000, [10000,100000], [100000,1000000], [1000000,10000000] are greater than 10000000.Recommend power
Degree, which can be divided into, recommended intensity and the grouping without recommended intensity.It is compared first by the high grouping information of priority, than
Such as the grouping of preferential comparison keyword marking, for belonging to the application program of same priority, then more next priority down
Grouping information, such as more all liveness, if still thering are multiple application programs to be in same priority in all liveness,
Further more total liveness grouping, if still there are multiple application programs to be in same grouping in total liveness grouping, then into
More whether one step has the grouping of recommendation, the sequencing information until comparing the two.In addition, the application can also set it is different
The weight of the ordering factor of application program calculates the ranking value of each application program, obtains Compositive sequence.
Fig. 4 is the implementation process signal of the generation method of the search result of another application program provided by the embodiments of the present application
Figure is said as follows:
In step S401, the keyword of user's input is received, according to of the title of application program and the keyword
First the application list is generated with degree；
In step S402, according to described first the application list, the application features of search are obtained, and according to
User identifier obtains user characteristics；
In step S403, according to the application features and the user characteristics, second the application list is searched；
In step s 404, described first the application list and second the application list are subjected to integrated ordered, life
At the comprehensive list of application program.
Step S101-S104 in step S401-S404 and Fig. 1 is essentially identical, so here is no more repetition.
In step S405, according to the preset corresponding relationship for promoting keyword and popularization and application, user's input is searched
The corresponding set for promoting and applying program of keyword；
As the further optimal enforcement mode of the application, popularization keywords database can also be set, determines current search
Pool of applications corresponding to keyword.
In step S401, according to the promotion efficiency of the application program in the set for promoting and applying program, determination is answered
With the popularization sequence of program, extracts the application program for promoting the forward predetermined quantity of sequence and be added to the comprehensive list.
According to pool of applications corresponding to received keyword is searched, answering in pool of applications is further determined that
Promotion efficiency, the application program of predetermined quantity is selected according to the promotion efficiency, for example takes first three application program, is rotated
On the head (can be after first application program) in the comprehensive list, final list is formed.
It is combined by the promotion message of keyword, user characteristics, search characteristics and the application program of searching for user,
The search result of balance can be effectively exported, in the case where guaranteeing user demand, so that promoting and applying can obtain effectively
Distribution.
It should be understood that the size of the serial number of each step is not meant that the order of the execution order in above-described embodiment, each process
Execution sequence should be determined by its function and internal logic, the implementation process without coping with the embodiment of the present application constitutes any limit
It is fixed.
Fig. 5 is a kind of structural schematic diagram of the generating means of application program search result provided by the embodiments of the present application, institute
The generating means for stating application program search result include:
First list generation unit 501, for receive user input keyword, according to the title of application program with it is described
The matching degree of keyword generates first the application list；
Feature acquiring unit 502, for obtaining the application features of search according to described first the application list,
And according to user identifier, obtain user characteristics；
Second list generation unit 503, for searching second and answering according to the application features and the user characteristics
Use program listing；
Comprehensive list generation unit 504, for carrying out described first the application list and second the application list
It is integrated ordered, generate the comprehensive list of application program.
The generating means of the application program search result, the generation method with application program search result described in Fig. 1
It is corresponding.
Fig. 6 is the schematic diagram for the server that one embodiment of the application provides.As shown in fig. 6, the server 6 of the embodiment wraps
It includes: processor 60, memory 61 and being stored in the computer that can be run in the memory 61 and on the processor 60
Program 62, such as the generation program of application program search result.The realization when processor 60 executes the computer program 62
Step in the generation method embodiment of above-mentioned each application program search result, such as step 101 shown in FIG. 1 is to 103.Or
Person, the processor 60 realize the function of each module/unit in above-mentioned each Installation practice when executing the computer program 62,
Such as the function of module 501 to 503 shown in Fig. 5.
Illustratively, the computer program 62 can be divided into one or more module/units, it is one or
Multiple module/units are stored in the memory 61, and are executed by the processor 60, to complete the application.Described one
A or multiple module/units can be the series of computation machine program instruction section that can complete specific function, which is used for
Implementation procedure of the computer program 62 in the server 6 is described.For example, the computer program 62 can be divided
It is specific at first list generation unit, feature acquiring unit, second list generation unit and comprehensive list generation unit, each unit
Function is as follows:
First list generation unit, for receiving the keyword of user's input, according to the title of application program and the pass
The matching degree of key word generates first the application list；
Feature acquiring unit is used to obtain the application features of search according to described first the application list, and
According to user identifier, user characteristics are obtained；
Second list generation unit, for searching the second application according to the application features and the user characteristics
Program listing；
Comprehensive list generation unit, for integrating described first the application list and second the application list
Sequence, generates the comprehensive list of application program.
The server 6 can be desktop PC, notebook, palm PC and cloud server etc. and calculate equipment.
The server may include, but be not limited only to, processor 60, memory 61.It will be understood by those skilled in the art that Fig. 6 is only
It is the example of server 6, does not constitute the restriction to server 6, may include than illustrating more or fewer components or group
Close certain components or different components, for example, the server can also include input-output equipment, network access equipment,
Bus etc..
Alleged processor 60 can be central processing unit (Central Processing Unit, CPU), can also be
Other general processors, digital signal processor (Digital Signal Processor, DSP), specific integrated circuit
(Application Specific Integrated Circuit, ASIC), ready-made programmable gate array (Field-
Programmable Gate Array, FPGA) either other programmable logic device, discrete gate or transistor logic,
Discrete hardware components etc..General processor can be microprocessor or the processor is also possible to any conventional processor
Deng.
The memory 61 can be the internal storage unit of the server 6, such as the hard disk or memory of server 6.
The memory 61 is also possible to the External memory equipment of the server 6, such as the plug-in type being equipped on the server 6 is hard
Disk, intelligent memory card (Smart Media Card, SMC), secure digital (Secure Digital, SD) card, flash card
(Flash Card) etc..Further, the memory 61 can also both include the internal storage unit of the server 6 or wrap
Include External memory equipment.The memory 61 is for other programs needed for storing the computer program and the server
And data.The memory 61 can be also used for temporarily storing the data that has exported or will export.
It is apparent to those skilled in the art that for convenience of description and succinctly, only with above-mentioned each function
Can unit, module division progress for example, in practical application, can according to need and by above-mentioned function distribution by different
Functional unit, module are completed, i.e., the internal structure of described device is divided into different functional unit or module, more than completing
The all or part of function of description.Each functional unit in embodiment, module can integrate in one processing unit, can also
To be that each unit physically exists alone, can also be integrated in one unit with two or more units, it is above-mentioned integrated
Unit both can take the form of hardware realization, can also realize in the form of software functional units.In addition, each function list
Member, the specific name of module are also only for convenience of distinguishing each other, the protection scope being not intended to limit this application.Above system
The specific work process of middle unit, module, can refer to corresponding processes in the foregoing method embodiment, and details are not described herein.
In the above-described embodiments, it all emphasizes particularly on different fields to the description of each embodiment, is not described in detail or remembers in some embodiment
The part of load may refer to the associated description of other embodiments.
Those of ordinary skill in the art may be aware that list described in conjunction with the examples disclosed in the embodiments of the present disclosure
Member and algorithm steps can be realized with the combination of electronic hardware or computer software and electronic hardware.These functions are actually
It is implemented in hardware or software, the specific application and design constraint depending on technical solution.Professional technician
Each specific application can be used different methods to achieve the described function, but this realization is it is not considered that exceed
Scope of the present application.
In embodiment provided herein, it should be understood that disclosed device/terminal device and method, it can be with
It realizes by another way.For example, device described above/terminal device embodiment is only schematical, for example, institute
The division of module or unit is stated, only a kind of logical function partition, there may be another division manner in actual implementation, such as
Multiple units or components can be combined or can be integrated into another system, or some features can be ignored or not executed.Separately
A bit, shown or discussed mutual coupling or direct-coupling or communication connection can be through some interfaces, device
Or the INDIRECT COUPLING or communication connection of unit, it can be electrical property, mechanical or other forms.
The unit as illustrated by the separation member may or may not be physically separated, aobvious as unit
The component shown may or may not be physical unit, it can and it is in one place, or may be distributed over multiple
In network unit.It can select some or all of unit therein according to the actual needs to realize the mesh of this embodiment scheme
's.
It, can also be in addition, each functional unit in each embodiment of the application can integrate in one processing unit
It is that each unit physically exists alone, can also be integrated in one unit with two or more units.Above-mentioned integrated list
Member both can take the form of hardware realization, can also realize in the form of software functional units.
If the integrated module/unit be realized in the form of SFU software functional unit and as independent product sale or
In use, can store in a computer readable storage medium.Based on this understanding, the application realizes above-mentioned implementation
All or part of the process in example method, can also instruct relevant hardware to complete, the meter by computer program
Calculation machine program can be stored in a computer readable storage medium, the computer program when being executed by processor, it can be achieved that on
The step of stating each embodiment of the method.Wherein, the computer program includes computer program code, the computer program
Code can be source code form, object identification code form, executable file or certain intermediate forms etc..Computer-readable Jie
Matter may include: can carry the computer program code any entity or device, recording medium, USB flash disk, mobile hard disk,
Magnetic disk, CD, computer storage, read-only memory (ROM, Read-Only Memory), random access memory (RAM,
Random Access Memory), electric carrier signal, telecommunication signal and software distribution medium etc..It should be noted that described
The content that computer-readable medium includes can carry out increasing appropriate according to the requirement made laws in jurisdiction with patent practice
Subtract, such as in certain jurisdictions, according to legislation and patent practice, computer-readable medium do not include be electric carrier signal and
Telecommunication signal.
Embodiment described above is only to illustrate the technical solution of the application, rather than its limitations；Although referring to aforementioned reality
Example is applied the application is described in detail, those skilled in the art should understand that: it still can be to aforementioned each
Technical solution documented by embodiment is modified or equivalent replacement of some of the technical features；And these are modified
Or replacement, the spirit and scope of each embodiment technical solution of the application that it does not separate the essence of the corresponding technical solution should all
Comprising within the scope of protection of this application.
Claims (10)
1. a kind of generation method of application program search result, which is characterized in that the generation side of the application program search result
Method includes:
The keyword for receiving user's input generates first according to the title of application program and the matching degree of the keyword and applies journey
Sequence table；
According to described first the application list, the application features of search are obtained, and according to user identifier, obtain user
Feature；
According to the application features and the user characteristics, second the application list is searched；
Described first the application list and the progress of second the application list is integrated ordered, generate the integration column of application program
Table.
2. the generation method of application program search result according to claim 1, which is characterized in that the reception user is defeated
The keyword entered is wrapped according to the step of title of application program and the matching degree of the keyword first the application list of generation
It includes:
According to the title of application program, determine that the name information that the application program includes, the name information include complete name
One in word, Chinese keyword, phonetic keyword, first letter of pinyin abbreviated keyword or English acronym keyword or
Person is multinomial；
The keyword for receiving user's input, the keyword in name information for including by institute received keyword and application program into
Row matching generates first the application list according to matching degree.
3. the generation method of application program search result according to claim 1, which is characterized in that described according to described
One the application list, the step of obtaining the application features of search include:
The application program of the first quantity is selected according to described first the application list；
It obtains label characteristics corresponding to the application program of selected first quantity, characteristic of division, be applicable in age characteristics, region
One or more in feature.
4. the generation method of application program search result according to claim 1, which is characterized in that described to be answered according to
With performance of program and the user characteristics, the step of searching second the application list, includes:
The application features and the user characteristics are taken into intersection, obtain the spy that application features are shared with user characteristics
Sign；
The shared feature is matched with the feature of application program, generates second the application list.
5. the generation method of application program search result according to claim 1, which is characterized in that described by described first
The application list and second the application list carry out integrated ordered, and the step of generating the comprehensive list of application program includes:
Union is taken according to the application in first the application list and second the application list, generates the set of application program；
According to the keyword score value of application program, liveness and/or whether has and recommend to determine the suitable of application program in the set
Sequence generates Compositive sequence.
6. the generation method of application program search result according to claim 5, which is characterized in that the method is also wrapped
It includes:
First application program in described first the application list is determined as to first application program of Compositive sequence.
7. the generation method of application program search result according to claim 1, which is characterized in that the method is also wrapped
It includes:
According to the preset corresponding relationship for promoting keyword and popularization and application, the corresponding popularization of keyword for searching user's input is answered
With the set of program；
According to the promotion efficiency of the application program in the set for promoting and applying program, the popularization sequence of application program is determined,
The application program for extracting the forward predetermined quantity of the popularization sequence is added to the comprehensive list.
8. a kind of generating means of application program search result, which is characterized in that the generation of the application program search result fills
It sets and includes:
First list generation unit, for receiving the keyword of user's input, according to the title of application program and the keyword
Matching degree generate first the application list；
Feature acquiring unit, for according to described first the application list, obtaining the application features of search, and according to
User identifier obtains user characteristics；
Second list generation unit, for searching the second application program according to the application features and the user characteristics
List；
Comprehensive list generation unit, for described first the application list and second the application list to be carried out comprehensive row
Sequence generates the comprehensive list of application program.
9. a kind of server, including memory, processor and storage can transport in the memory and on the processor
Capable computer program, which is characterized in that the processor realizes such as claim 1 to 5 times when executing the computer program
The step of generation method of one application program search result.
10. a kind of computer readable storage medium, the computer-readable recording medium storage has computer program, and feature exists
In realizing the application program search result as described in any one of claim 1 to 5 when the computer program is executed by processor
The step of generation method.
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Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN111651563A (en) * | 2020-06-05 | 2020-09-11 | 张刘欢 | Searching method and device and electronic equipment |
| CN114491211A (en) * | 2022-04-02 | 2022-05-13 | 广东茉莉数字科技集团股份有限公司 | Service providing method based on internet big data |
Citations (9)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN103793388A (en) * | 2012-10-29 | 2014-05-14 | 阿里巴巴集团控股有限公司 | Method and device for search result sorting |
| CN105608180A (en) * | 2015-12-22 | 2016-05-25 | 北京奇虎科技有限公司 | Application recommendation method and system |
| CN105786976A (en) * | 2016-02-04 | 2016-07-20 | 上海卓易科技股份有限公司 | Mobile terminal and application search method thereof |
| CN106294635A (en) * | 2016-08-02 | 2017-01-04 | 北京百度网讯科技有限公司 | Application program searching method, the training method of deep neural network model and device |
| CN106503006A (en) * | 2015-09-07 | 2017-03-15 | 阿里巴巴集团控股有限公司 | The sort method and device of application App neutron applications |
| CN107590678A (en) * | 2017-08-07 | 2018-01-16 | 北京京东尚科信息技术有限公司 | Method of Commodity Recommendation and system |
| CN107885836A (en) * | 2017-11-09 | 2018-04-06 | 广东小天才科技有限公司 | Application program recommendation method and device for intelligent terminal |
| CN107908411A (en) * | 2017-11-17 | 2018-04-13 | 广东小天才科技有限公司 | Application program management method and service equipment |
| CN108108380A (en) * | 2016-11-25 | 2018-06-01 | 阿里巴巴集团控股有限公司 | Search ordering method, searching order device, searching method and searcher |
-
2018
- 2018-08-14 CN CN201810922706.1A patent/CN109101630B/en active Active
Patent Citations (9)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN103793388A (en) * | 2012-10-29 | 2014-05-14 | 阿里巴巴集团控股有限公司 | Method and device for search result sorting |
| CN106503006A (en) * | 2015-09-07 | 2017-03-15 | 阿里巴巴集团控股有限公司 | The sort method and device of application App neutron applications |
| CN105608180A (en) * | 2015-12-22 | 2016-05-25 | 北京奇虎科技有限公司 | Application recommendation method and system |
| CN105786976A (en) * | 2016-02-04 | 2016-07-20 | 上海卓易科技股份有限公司 | Mobile terminal and application search method thereof |
| CN106294635A (en) * | 2016-08-02 | 2017-01-04 | 北京百度网讯科技有限公司 | Application program searching method, the training method of deep neural network model and device |
| CN108108380A (en) * | 2016-11-25 | 2018-06-01 | 阿里巴巴集团控股有限公司 | Search ordering method, searching order device, searching method and searcher |
| CN107590678A (en) * | 2017-08-07 | 2018-01-16 | 北京京东尚科信息技术有限公司 | Method of Commodity Recommendation and system |
| CN107885836A (en) * | 2017-11-09 | 2018-04-06 | 广东小天才科技有限公司 | Application program recommendation method and device for intelligent terminal |
| CN107908411A (en) * | 2017-11-17 | 2018-04-13 | 广东小天才科技有限公司 | Application program management method and service equipment |
Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN111651563A (en) * | 2020-06-05 | 2020-09-11 | 张刘欢 | Searching method and device and electronic equipment |
| CN114491211A (en) * | 2022-04-02 | 2022-05-13 | 广东茉莉数字科技集团股份有限公司 | Service providing method based on internet big data |
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|---|---|
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