CN107481089A

CN107481089A - Editor recommends method and apparatus

Info

Publication number: CN107481089A
Application number: CN201710534970.3A
Authority: CN
Inventors: 李洪海
Original assignee: Individual
Current assignee: Individual
Priority date: 2017-07-03
Filing date: 2017-07-03
Publication date: 2017-12-15

Abstract

The present invention provides a kind of editor and recommends method, and methods described includes：Obtain and make demand data；Keyword to be matched is determined according to the making demand data；Determine that reference makes monovalent take according to the making demand data；Unit price expense is made according to the keyword to be matched and the reference editor to be recommended is determined from editing decision database；The editor to be recommended is showed.The present invention also provides a kind of editor's recommendation apparatus, electronic equipment and storage medium.The present invention can recommend suitable editor according to the personalization of user demands, facilitate user to make personalized film.

Description

Editor recommends method and apparatus

Technical field

The present invention relates to field of computer data processing, more particularly to a kind of editor to recommend method and apparatus.

Background technology

Electronic equipment has a camera function at present, and user can shoot many materials for making videos, but prior art Simple editing software, can not provide the service of personalization, and for professional editing software for user, operation is again very complicated.

Under normal circumstances, user spread all over the world various regions, hobby is different, demand is different, and the ability of editor, technology Have his own strong points, Moviemaking demand factor is numerous.There is no also technical scheme can be according to the demand personalization of user in the prior art Recommend suitable editor.Therefore, how within the as far as possible short time editor for best suiting user's request to be recommended into user It is urgent problem.

The content of the invention

In view of the foregoing, it is necessary to a kind of editor is provided and recommends method and device, equipment and storage medium, can root Recommend suitable editor according to the personalization of user demands, facilitate user to make personalized film.

A kind of editor recommends method, and methods described includes：

Obtain and make demand data；

Keyword to be matched is determined according to the making demand data；

Determine that reference makes monovalent take according to the making demand data；

Determined according to the keyword to be matched and the reference making unit price expense from editing decision database to be recommended Editor；

The editor to be recommended is showed.

According to the preferred embodiment of the present invention, the making demand data includes following one or more kinds of combination：Receive Questionnaire data, pending material；The keyword to be matched includes following one or more kinds of combination：Shadow to be produced Attribute keywords, Additional Services keyword, the attribute keywords of the pending material of piece.

It is described to determine that keyword to be matched includes according to the making demand data according to the preferred embodiment of the present invention：

Semantic analysis is carried out to the making demand data using semantic analysis technology, and obtains candidate word set；

Using keyword extraction techniques keyword to be matched is determined from the candidate word set.

According to the preferred embodiment of the present invention, after making demand data is obtained, methods described also includes：

The Moviemaking record of the user is obtained from customer data base, and obtains and records phase with the Moviemaking The history keyword word of pass；

A part using the history keyword word as the keyword to be matched.

It is described to determine to include with reference to making unit price expense according to the making demand data according to the preferred embodiment of the present invention Following one or more：

According to the attribute keywords of the film to be produced, or the attribute keywords according to the film to be produced and institute The attribute keywords for stating pending material determine that the reference makes monovalent expense；Or

According to the attribute keywords of the film to be produced, or the attribute keywords according to the film to be produced and institute The attribute keywords for stating pending material determine benchmark production costs, determine additional production costs according to Additional Services keyword, are based on The benchmark production costs and the additional production costs determine to refer to production costs, based on described with reference to production costs and default production costs Computation rule calculates reference and makes monovalent take；Or

According to the attribute keywords of the film to be produced, or the attribute keywords according to the film to be produced and institute The attribute keywords for stating pending material determine benchmark production costs, and additional production costs are determined according to Additional Services keyword, according to The history keyword word determines history reference production costs, based on the benchmark production costs, the additional production costs and described goes through History is determined to refer to production costs with reference to production costs, calculated based on described with reference to production costs and default production costs computation rule with reference to system Make monovalent expense.

According to the preferred embodiment of the present invention, methods described also includes：

Editing decision database is configured,

The configuration editing decision database includes：

Obtain the personal data of editor and the user data related to editor；

According to the personal data and the user data related to editor, the attributive character of editor is obtained, and is stored In the editing decision database；

Editor's grade of the editor is determined according to the attributive character of the editor, and is stored in the editing In decision database.

According to the preferred embodiment of the present invention, the attributive character according to the editor determines cutting for the editor Collecting teacher's grade includes：

Configure weight corresponding to the attributive character of editor；

Obtain fraction corresponding to the attributive character of editor；

Weight calculation editor corresponding to the attributive character of fraction and editor according to corresponding to the attributive character of editor Fraction；

Editor's grade of editor is determined according to the fraction of editor, and is stored in the editing decision database.

According to the preferred embodiment of the present invention, methods described also includes：Different monovalent chargings is set according to editor's grade Standard.

According to the preferred embodiment of the present invention, it is described according to the keyword to be matched and it is described with reference to production costs from cutting Determined in volume decision database editor to be recommended include it is following any one：

By the attribute keywords and editor of the attribute keywords of the film to be produced and/or the pending material The flim editing and making feature of editor is matched in database, and the attribute of flim editing and making feature and the film to be produced is closed The editor that the similarity of keyword is more than or equal to the first Similarity value is defined as the first candidate editor set；From described Monovalent Freight Basis corresponding to editor's grade is chosen in first candidate editor set with described with reference to making unit price to take pre- If the editor in error range is as the editor to be recommended；Or

By the attribute keywords and editor of the attribute keywords of the film to be produced and/or the pending material The flim editing and making feature of editor is matched in database, and the attribute of flim editing and making feature and the film to be produced is closed The editor that the similarity of keyword is more than or equal to the first preset value is defined as the first candidate editor set；From described Monovalent Freight Basis corresponding to editor's grade is chosen in one candidate editor set with described with reference to making unit price to take in error In the range of editor gather as the second candidate editor；Additional Services are chosen in gathering from the second candidate editor The editor that the similarity of feature and the Additional Services keyword is more than or equal to the second Similarity value the most described waits to push away The editor recommended.

According to the preferred embodiment of the present invention, it is described by the editor to be recommended showed including：

Ranking key element is obtained, the ranking key element includes following one or more：One in the attributive character of editor It is individual or multiple, editor's grade；

Obtain desired value corresponding to the ranking key element of the editor to be recommended；

Determine the editor's to be recommended according to desired value corresponding to the ranking key element of the editor to be recommended Show order；

Order is showed to the editor to be recommended is showed according to the editor to be recommended.

According to the preferred embodiment of the present invention, the index according to corresponding to the ranking key element of the editor to be recommended Value determines that the order that shows of the editor to be recommended includes：

When ranking key element is one, according to desired value corresponding to the ranking key element of the editor to be recommended from big To small order, the editor to be recommended is ranked up；Or

When ranking key element is multiple, according to determining the desired value of the ranking key element of the editor to be recommended The comprehensive index value of editor to be recommended, according to comprehensive index value corresponding to the ranking key element of the editor to be recommended Order from big to small, the editor to be recommended is ranked up.

A kind of editor's recommendation apparatus, described device include：

Acquisition module, demand data is made for obtaining；

Determining module, for determining keyword to be matched according to the making demand data；

The determining module is additionally operable to be determined with reference to the monovalent expense of making according to the making demand data；

The determining module is additionally operable to make unit price expense from editor according to the keyword to be matched and the reference Editor to be recommended is determined in database；

Recommending module, for the editor to be recommended to be showed.

According to the preferred embodiment of the present invention, the acquisition module is additionally operable to after making demand data is obtained, from user The Moviemaking record of the user is obtained in database, and obtains the history keyword word related to Moviemaking record, A part using the history keyword word as the keyword to be matched.

According to the preferred embodiment of the present invention, the determining module determines single with reference to making according to the making demand data Valency takes including following one or more：

According to the preferred embodiment of the present invention, described device also includes：

Configuration module, for configuring editing decision database,

The configuration module configuration editing decision database includes：

Obtain the personal data of editor and the user data related to editor；

According to the preferred embodiment of the present invention, the determining module is cut according to determining the attributive character of the editor Collecting editor's grade of teacher includes：

Configure weight corresponding to the attributive character of editor；

Obtain fraction corresponding to the attributive character of editor；

According to the preferred embodiment of the present invention, the configuration module is additionally operable to set different unit prices according to editor's grade Freight Basis.

According to the preferred embodiment of the present invention, the determining module is made according to the keyword to be matched and the reference Work take determined from editing decision database editor to be recommended include it is following any one：

According to the preferred embodiment of the present invention, the recommending module by the editor to be recommended showed including：

According to the preferred embodiment of the present invention, the recommending module is according to the ranking key element pair of the editor to be recommended The desired value answered determines that the order that shows of the editor to be recommended includes：

A kind of electronic equipment, the electronic equipment include memory and processor, and the memory is used to store at least one Individual instruction, the processor are used to perform at least one instruction to realize including editor's recommendation in any embodiment Step in method.

A kind of computer-readable recording medium, the computer-readable recording medium storage has at least one instruction, described At least one instruction realizes that editor recommends method when being executed by processor, and the editor recommends method to include any implementation The step in editor's recommendation method in example.

Brief description of the drawings

In order to illustrate more clearly about the embodiment of the present invention or technical scheme of the prior art, below will to embodiment or The required accompanying drawing used is briefly described in description of the prior art, it should be apparent that, drawings in the following description are only Embodiments of the invention, for those of ordinary skill in the art, on the premise of not paying creative work, can be with Other accompanying drawings are obtained according to the accompanying drawing of offer.

Fig. 1 is the flow chart for the preferred embodiment that editor of the present invention recommends method.

Fig. 2 is the functional block diagram of the preferred embodiment of invention editor's recommendation apparatus.

Fig. 3 is the structural representation that processing equipment is monitored at least one example of the present invention.

Embodiment

Below in conjunction with the accompanying drawing in the embodiment of the present invention, the technical scheme in the embodiment of the present invention is carried out clear, complete Site preparation describes, it is clear that described embodiment is only the part of the embodiment of the present invention, rather than whole embodiments.Base Embodiment in the present invention, those of ordinary skill in the art are obtained all under the premise of creative work is not made Other embodiment, belong to the scope of protection of the invention.

In order to facilitate the understanding of the purposes, features and advantages of the present invention, it is below in conjunction with the accompanying drawings and specific real Applying mode, the present invention is further detailed explanation.

As shown in figure 1, it is the flow chart for the first preferred embodiment that editor of the present invention recommends method.

S10, obtain and make demand data.

In at least one embodiment of the present invention, the making demand data includes following one or more kinds of group Close：The questionnaire data of reception, pending material.

The questionnaire data of the reception includes, but are not limited to following one or more：Input with film phase to be produced The voice questionnaire data of pass, the word questionnaire data related to film to be produced of input.Therefore, the questionnaire number of the reception According to can be speech sentences (such as one section of voice), word sentence (such as one section words), type options (the "Yes" option such as chosen, etc. Deng).

The pending material can be combination of picture, video or picture and video etc..

S11, keyword to be matched is determined according to the making demand data.

In at least one embodiment of the present invention, language is carried out to the making demand data using semantic analysis technology Justice analysis, and obtain candidate word set；Using keyword extraction techniques key to be matched is determined from the candidate word set Word.The keyword to be matched includes following one or more kinds of combination：The attribute keywords of film to be produced, add The attribute keywords of service key word, the pending material.

The keyword abstraction technology includes, but are not limited to following several：TF-IDF(term frequency–inverse Document frequency) word frequency-inverse file frequency technique, textrank algorithms, based on implicit Di Li Crays distributed model Algorithm etc..The present invention is not limited to the keyword extraction techniques.

The attribute keywords and Additional Services keyword of film to be produced are extracted from the questionnaire data of the reception.Institute The attribute keywords for stating film to be produced are used for the basic demand for describing film to be produced, and it includes, but are not limited to：Film Title, the type of film, the duration of film, the purpose to turn out movies, the playing environment of film, budget production costs, the shadow of film The style of piece.

For example, the attribute keywords of film to be produced are extracted from the questionnaire data of the reception to be included：What user required The title of film is " party " corresponding to type, is "None" corresponding to budget, is " 3 points corresponding to duration " YIYO meetings " Clock ", it is " making fun " corresponding to style, is " individual character ", " happy ", " collection ", " souvenir " corresponding to purpose, playing environment is corresponding Be " party ".

The Additional Services keyword is used for the additional requirement for describing film to be produced, such as adds scroll demand, adds word Curtain demand, adds special efficacy demand, high-resolution demand etc..

The attribute keywords of the pending material include, but are not limited to following one or more：Pending material Quantity, the file size of pending material, the duration of pending material, the form of pending material.It is for example, described pending The quantity of material includes the quantity of all pictures, the quantity of all videos.The file size of the pending material includes all The size of the size of picture, all videos.The duration of the pending material includes duration corresponding to all pictures (for example, one A length of 3S when pictures are set), duration corresponding to all videos.The form of the pending material includes：The form of picture (resolution ratio of image, pixel of image etc.), the form (code check of video etc.) of video.

For example, being got by the data-interface of electronic equipment, user uploads the photo of party altogether and video is total to 2.12G, upload these materials and take 0.5 hour, statistical analysis is drawn：The user uploads 67 materials altogether, Wherein photo 50 is opened, video 17.The duration that the user uploads material has altogether 30 seconds 36 minutes；Wherein photo is according to every 3 Second adjust, 50 photo total durations 150 seconds；17 video durations amount to 34 minutes；The material that the user uploads is to differentiate Rate is 1920*1080 high definition material.

In at least one embodiment of the present invention, after making demand data is obtained, methods described also includes：From The Moviemaking record of the user is obtained in customer data base, and obtains the history related to Moviemaking record and closes Keyword；A part using the history keyword word as the keyword to be matched, to be calculated to be follow-up with reference to making list Valency takes and recommends editor to provide more reference frames.

The customer data base is stored with the Moviemaking record that user made before current point in time.The shadow Piece, which makes record, includes the history keyword word related to history film, and the history keyword word related to history film includes, But it is not limited to：The attribute keywords related to history film, the Additional Services keyword related with history film, with history shadow The attribute keywords, the keyword that the editor related to history film is evaluated user etc. of the related material of piece.It is above In the attribute keywords of film to be produced, Additional Services keyword, pending material attribute keywords in explain in detail State, no longer illustrate that the attribute keywords related to history film, the Additional Services related with history film are crucial herein Word, the attribute keywords of the material related to history film.

For example, the Moviemaking record before user is got in customer data base, and get user and made trip Trip and the film of parent-offspring's class, like Quadratic Finite Element, like rigoroso editing style, require higher to Additional Services, it is desirable to Video quality is excellent, does not pursue manufacturing speed.Therefore, the history keyword word got has：Tourism, parent-offspring, Quadratic Finite Element, rhythm Feel, be superior in quality.

After the completion of a Moviemaking, editor can also mutually be commented with the user of the film, therefore, described The keyword that the editor related to history film is evaluated user can be taken out from evaluation sentence of the editor to the user Take.Such as, it is desirable to height, like urgency etc..

S12, determine that reference makes monovalent take according to the making demand data.

In at least one embodiment of the present invention, it is described to be determined according to the making demand data with reference to making unit price Take including following one or more：

(a1) according to the attribute keywords of the film to be produced, or the attribute keywords according to the film to be produced And the attribute keywords of the pending material determine that the reference makes monovalent expense.With reference to the attribute of the film to be produced The attribute keywords of keyword and the pending material, the workload of film to be produced can be more reacted exactly, more can be objective The required editor of reaction user, more accurately to recommend suitable editor to user.

Preferably, according to the attribute keywords of the film to be produced, or it is crucial according to the attribute of the film to be produced The attribute keywords of word and the pending material determine the rank of film to be produced, and obtain the level of the film to be produced It is not corresponding to make monovalent expense, and the monovalent expense of making is made into monovalent take as the reference.For example, according to institute State the type of film to be produced and the quantity of the pending material determines the rank of film to be produced；Or wait to make according to described Make the type of film and the file size of playing environment and the pending material determines the rank of film to be produced；Or directly Rank of film to be produced etc. is directly determined according to the type of the film to be produced.

The rank of each film corresponds to the attribute keywords of different films and/or the attribute keywords of pending material. For example, the rank of film is divided into two kinds：Program picture, professional film.The attribute keywords of film corresponding to program picture For：Make laughs, travel, parent-offspring, no particular/special requirement, commemorate, the duration of pending material is less than 30 minutes etc.；Professional film pair The attribute keywords for the film to be produced answered are：Publicity, serious, science, the quantity of pending material is less than 20, wherein scheming Piece 15 is opened, video 5 etc..

The rank of each Moviemaking corresponds to different making unit price expenses.It is described make monovalent expense can use member/point Clock (such as one minute 100 yuan), member/(such as 30 yuan of a picture, 100 yuan of a video etc.) are for example, corresponding to program picture Make monovalent expense for one minute 100 yuan, make corresponding to professional film monovalent expense for one minute 300 yuan etc..

For example, the unit for making monovalent expense is member/minute, production costs computation rule is preset as film to be produced Duration, which is multiplied by, makes monovalent expense etc., naturally it is also possible to is other computation rules.

(a2) according to the attribute keywords of the film to be produced, or the attribute keywords according to the film to be produced And the attribute keywords of the pending material determine benchmark production costs, additional production costs are determined according to Additional Services keyword, Determine to refer to production costs based on the benchmark production costs and the additional production costs, be equipped with based on the reference production costs and in advance Work takes computation rule and calculated with reference to the monovalent expense of making.

Preferably, according to the attribute keywords of the film to be produced, or it is crucial according to the attribute of the film to be produced The attribute keywords of word and the pending material determine the rank of film to be produced, and obtain the level of the film to be produced It is not corresponding to make monovalent expense, monovalent expense is made corresponding to the rank based on the determination and default production costs calculate rule Then determine the benchmark production costs；Additional production costs are determined according to Additional Services keyword；Based on the benchmark production costs, institute Calibration coefficients corresponding to benchmark production costs, the additional production costs, and additional coefficient corresponding to the additional production costs is stated to determine It is described to refer to production costs, make monovalent take with reference to production costs and the calculating reference of default production costs computation rule based on described.

For example, calibration coefficients+the institute with reference to corresponding to production costs=benchmark production costs described in benchmark production costs * State and additional coefficient corresponding to production costs is added described in additional production costs *.Calibration coefficients corresponding to the benchmark production costs and described Additional coefficient corresponding to additional production costs can be pre-set according to a large number of users data statistics.

Preferably, different Additional Services types corresponds to different Additional Services keywords, different Additional Services types Corresponding different additional production costs.

For example, the playing environment of pending material is party, the size of pending material is 2.12G, pending material The material amount of 30 seconds Shi Changwei 36 minutes, it is determined that film to be produced belongs to program picture, and unit price is made corresponding to program picture Expense is：200 yuan/minute, film to be produced when a length of 3 minutes, then benchmark production costs be 600 yuan.User requires editor Some official documents and correspondences are write to film, add the work of packaging special efficacy and official documents and correspondence, wherein the corresponding additional 200 yuan of systems of " scroll " demand Make expense, " timing " demand is corresponding to add 100 yuan of production costs.Therefore, on the basis of 600 yuan, along with 300 yuan add Production costs, the final reference production costs are 900 yuan, preset production costs computation rule to make monovalent expense * durations, then join It is 900 yuan/3 minutes to examine and make monovalent expense, then is 300 yuan/minute with reference to making unit price to take.

(a3) according to the attribute keywords of the film to be produced, or the attribute keywords according to the film to be produced And the attribute keywords of the pending material determine benchmark production costs, additional production costs are determined according to Additional Services keyword, History reference production costs are determined according to the history keyword word, based on the benchmark production costs, the additional production costs and institute State history reference production costs to determine to refer to production costs, ginseng is calculated with reference to production costs and default production costs computation rule based on described Examine and make monovalent expense.

Preferably, according to the attribute keywords of the film to be produced, or it is crucial according to the attribute of the film to be produced The attribute keywords of word and the pending material determine the rank of film to be produced, and obtain the level of the film to be produced It is not corresponding to make monovalent expense, monovalent expense is made corresponding to the rank based on the determination and default production costs calculate rule Then determine benchmark production costs；Additional production costs are determined according to Additional Services keyword；History is determined according to the history keyword word With reference to production costs.Based on calibration coefficients corresponding to the benchmark production costs, the benchmark production costs, the additional production costs, and Additional coefficient, the history reference production costs corresponding to the additional production costs, and gone through corresponding to the history reference production costs History with reference to make coefficient determine it is described refer to production costs, calculated based on described with reference to production costs and default production costs computation rule Monovalent take with reference to making.

For example, calibration coefficients+the institute with reference to corresponding to production costs=benchmark production costs described in benchmark production costs * State and additional coefficient+history reference production costs * and the history reference corresponding to production costs are added described in additional production costs * History reference corresponding to production costs makes coefficient.Calibration coefficients corresponding to the benchmark production costs and the additional production costs pair It can be counted according to mass data that history reference, which makes coefficient, corresponding to the additional coefficient answered, the history reference production costs And pre-set.

For example, benchmark production costs are 300 yuan, it is 200 yuan to add production costs, but in Moviemaking demand before the user Improve quality and require very high, the time is very short, then history reference production costs are 200 yuan, calibration coefficients corresponding to the benchmark production costs And additional coefficient corresponding to the additional production costs, history reference corresponding to the history reference production costs make coefficient difference Then it is 300*1+200*1+200*0.5=600 members with reference to production costs, film to be produced has 4 videos, then for 1,1,0.5 It is 600 yuan/4 video=150 yuan/1 videos etc. with reference to monovalent expense is made.

S13, unit price expense is made according to the keyword to be matched and the reference and determines to treat from editing decision database The editor of recommendation.

In at least one embodiment of the present invention, methods described also includes：Configure editing decision database.The editing Decision database is used for the attributive character for describing editor, to carry out accurate match with user's request.The editing decision database Include, but are not limited to following one or more：The attributive character of editor, editor's grade of editor etc..On cutting The attributive character of volume teacher, editor's grade of editor are in subsequent detailed.

Preferentially, the configuration editing decision database includes：

(b1) attributive character of editor is obtained, and is stored in the editing decision database.

Preferably, the attributive character includes, but are not limited to following one or more：Flim editing and making feature, order letter Ceasing feature, user's evaluation information feature, online information feature, user access information feature, Additional Services feature etc., other are cut Collect the feature of teacher.The electronic equipment obtains the personal data of editor's input, and institute is obtained from the personal data of the input Attributive character is stated, the electronic equipment can also obtain the user data related to editor, couple user related to editor Data carry out data analysis and obtain the attributive character, so can truly react the practical capacity and service shape of editor State.

Preferably, the flim editing and making feature includes, but are not limited to following one or more：The basic skill of editor Can, the proficiency of the basic skills of editor, the making classification (such as amusement classification, business category) of editor, editor Making material information, editor expectation make unit price expense, makings style etc. of editor describes other of editor and cut Collect and make related information characteristics.The electronic equipment receives the personal data of editor's input, and the personal data can be Speech sentences (such as one section of voice), word sentence (such as one section words), type options (such as choose " be " and option, etc.), example Such as, personal data that editor fills in when being registered in editor's user interface etc..The electronic equipment utilizes semantic analysis Technology and keyword abstraction technology obtain the flim editing and making feature from personal data.Further, the electronic equipment User's evaluating data, the order data of the editor can also be obtained, user's evaluating data and order data are carried out Analysis obtains the flim editing and making feature of editor, more realistically to react the real work technical ability of editor.For example, from user Evaluation sentence is obtained in evaluating data, extracts and cuts from evaluation sentence using semantic analysis technology and keyword abstraction technology The related feature of the proficiency of the basic skills of volume teacher is such as unskilled, be proficient in.

Wherein, the making material information of the editor includes, but are not limited to following one or more：It is treatable The quantity of material, the duration of treatable material, the file size of treatable material, treatable material duration, can locate Form of material of reason etc..

Preferably, the sequence information feature is used for the order state for describing editor, includes, but are not limited to next Kind is a variety of：Quantity on order that completed quantity on order, unfinished quantity on order, delay are completed etc..The electronics Equipment obtains the order data of editor in real time, and timing updates the sequence information feature of editor.

Preferably, evaluation of the user that user's evaluation information feature is used to describe editor to the editor.It is such as ripe Practice, good communication etc..

Preferably, online information feature is used to describe the state that editor logs in editor's transaction interface, including, but not It is limited to：Recently login time, average daily line duration etc..

Preferably, the electronic equipment provides editor's page, and the individual of editor is shown on editor's page Information and works information etc., user access information feature are used for the access state for describing editor's page, including, but it is unlimited In：The evaluation of page access number, works click volume, user to editor's works etc..

(b2) according to the attributive character of editor, editor's grade of the editor is determined.

Preferably, editor's grade is used for the monovalent Freight Basis for describing editor.Editor's grade is really It is scheduled on and is subsequently described in detail.Each editor's grade corresponds to different monovalent Freight Basis.

The attributive character according to editor, determining editor's grade of editor includes：

(b21) weight corresponding to the attributive character of editor is configured.

In at least one embodiment of the present invention, the significance level of the attributive character of the editor can be by right The sample data of sample of users is analyzed to obtain, for example, randomly selecting user as sample of users, shows on a user interface Show the attributive character of the editor, so that sample of users scores the attributive character.The electronic equipment, which obtains, to be used Family is directed to the evaluating data of the attributive character of the editor on a user interface, and the evaluating data can be that fraction also may be used To be word.The electronic equipment carries out the important journey that analytic statistics obtains the attributive character of editor to the evaluating data Degree, more important attributive character, weighted value are higher.The each attribute that so can more really react user to editor is special The demand of sign.Certainly in other embodiments, self-defined can also set.

(b22) fraction corresponding to the attributive character of editor is obtained.

In at least one embodiment of the present invention, fraction corresponding to the attributive character of the editor can according to The related evaluating data of user (user for the order that such as editor treats) of editor and the attributive character of the editor Corresponding index is worth to.The evaluating data of the electronic equipment acquisition user related to editor, and the editor Desired value corresponding to attributive character, the evaluating data of couple user related to editor, and the attributive character pair of the editor The desired value answered carries out statistical analysis and fraction corresponding to the attributive character of editor is calculated.Further, the editor Attributive character corresponding to desired value be to determine that each attributive character can have not according to the attributive character of the editor Same quantitative criteria.For example, the making classification for editor, making classification is more, and the making classification of the editor is corresponding Desired value it is higher etc..For the proficiency of the basic skills of editor, the basic skills of editor are more skilled, editing Desired value corresponding to the proficiency of the basic skills of teacher is higher etc..Then in conjunction with user (such as editing related to editor The user for the order that teacher treats) evaluating data desired value corresponding to the attributive character of the editor is adjusted To fraction corresponding to the attributive character of the editor.For example, index corresponding to the proficiency of the basic skills of the editor It is worth for 2, if having keyword " very skilled ", " being proficient in " etc., the basic skills of the editor in the user's evaluating data obtained Proficiency corresponding to desired value again plus one can grade.

(b23) weight calculation corresponding to the attributive character of fraction and editor according to corresponding to the attributive character of editor The fraction of editor.

In at least one embodiment of the present invention, the fraction of the editor is equal to corresponding to each attributive character and divided Number is multiplied by weight sum corresponding to each attributive character.For example, there are three attributive character：Complete quantity on order, user evaluation, Editing basic skills, wherein complete quantity on order corresponding to fraction be 100, weight 40%, user evaluation corresponding to fraction be 90, weight 40%, fraction corresponding to editing basic skills is 95, weight 20%.Then fraction=100*40% of editor + 90*40%+95*20%.

(b24) editor's grade of editor is determined according to the fraction of editor, and is stored in the editing decision database In.

Preferably, each editor's grade corresponds to different fraction ranges, and different monovalent Freight Basis.For example, will Editor's grade is divided into three-level, and fraction range corresponding to one-level is：More than 90 points, corresponding monovalent Freight Basis be 500 yuan/ Per minute, fraction range is corresponding to two level：Between 80 to 90, corresponding monovalent Freight Basis is 300 yuan/per minute, three-level Corresponding fraction range is：Less than 80 points etc., corresponding monovalent Freight Basis be 100 yuan/it is per minute.If point of editor Number is 95 points, then editor's grade of the editor is one-level.

In at least one embodiment of the present invention, it is described according to the keyword to be matched and described with reference to making Unit price expense determined from editing decision database editor to be recommended include it is following any one：

S14, the editor to be recommended is showed.

In at least one embodiment of the present invention, the electronic equipment obtains ranking key element, obtains described to be recommended Desired value corresponding to the ranking key element of editor, it is true according to desired value corresponding to the ranking key element of the editor to be recommended The fixed editor's to be recommended shows order, shows order to waiting to push away by described according to the editor to be recommended The editor recommended is showed.The ranking key element is used to carry out ranking to editor to be recommended.The ranking key element can be with It is following one or more：One or more in the attributive character of editor, editor's grade etc..

The ranking key element can be that user-defined or system default is set.When ranking key element is one When, according to the order of desired value from big to small corresponding to the ranking key element of the editor to be recommended, to described to be recommended Editor is ranked up, and is presented to user on a user interface, such as the editor that desired value corresponding to ranking key element is maximum Come foremost.If desired value corresponding to the ranking key element of the editor to be recommended is identical, at random to described to be recommended Editor be ranked up.

When ranking key element is multiple, according to determining the desired value of the ranking key element of the editor to be recommended The comprehensive index value of editor to be recommended, according to comprehensive index value corresponding to the ranking key element of the editor to be recommended Order from big to small, the editor to be recommended is ranked up, and is presented to user.

Further, the desired value of the ranking key element according to the editor to be recommended determines described to be recommended The comprehensive index value of editor include：

(c1) weight of the ranking key element of the editor to be recommended is obtained.

Mention in the above-described embodiments, the significance level of the attributive character of the editor can be by sample of users Sample data analyzed to obtain, according to the significance level of the attributive character of editor configure editor attributive character pair Weight corresponding to the fraction and the attributive character of editor answered.It will not be repeated here.

(c2) will according to the desired value of the ranking key element of editor to be recommended and the ranking of the editor to be recommended The weight of element, calculate comprehensive index value corresponding to the ranking key element of the editor to be recommended.

Comprehensive index value corresponding to the ranking key element of the editor to be recommended is equal to each of editor to be recommended The weight sum of each ranking key element of editor to be recommended the desired value * of ranking key element.For example, for example, there are three attributes Feature：Quantity on order, Additional Services technical ability, editing basic skills are completed, wherein it is 90 to complete fraction corresponding to quantity on order, Weight is 50%, and fraction corresponding to Additional Services technical ability is 100, weight 10%, and fraction corresponding to editing basic skills is 95, weight 40%.Then comprehensive index value=90*50%+100*10%+95*40% of editor to be recommended.

As shown in Fig. 2 the functional block diagram of the embodiment of editor's recommendation apparatus of the present invention.The editor recommends dress Putting 11 includes acquisition module 100, determining module 101, setup module 102, determining module 103 and output module 104.The present invention Alleged module refers to a kind of can be performed by processor 13 and to complete the series of computation machine program of fixing function Section, it is stored in memory 12.In the present embodiment, the function on each module is by follow-up embodiment three and implementation It is described in detail in example four.

Acquisition module 100, which obtains, makes demand data.

Determining module 101 determines keyword to be matched according to the making demand data.

In at least one embodiment of the present invention, determining module 101 utilizes semantic analysis technology to the making demand Data carry out semantic analysis, and obtain candidate word set；Determine to treat from the candidate word set using keyword extraction techniques The keyword of matching.The keyword to be matched includes following one or more kinds of combination：The attribute of film to be produced closes Keyword, Additional Services keyword, the attribute keywords of the pending material.

For example, acquisition module 100 by the data-interface of electronic equipment get user upload altogether party photo and The common 2.12G of video, upload these materials and take 0.5 hour, statistical analysis is drawn：The user uploads 67 altogether Individual material, wherein photo 50 are opened, video 17.The duration that the user uploads material has altogether 30 seconds 36 minutes；Wherein photo is pressed Adjusted within 3 seconds according to every, 50 photo total durations 150 seconds；17 video durations amount to 34 minutes；The material that the user uploads It is the high definition material that resolution ratio is 1920*1080.

In at least one embodiment of the present invention, after making demand data is obtained, the acquisition module 100 is also For：The Moviemaking record of the user is obtained from customer data base, and is obtained related to Moviemaking record History keyword word；A part using the history keyword word as the keyword to be matched, to calculate reference to be follow-up Unit price is made to take and recommend editor to provide more reference frames.

Determining module 101 determines that reference makes monovalent take according to the making demand data.

In at least one embodiment of the present invention, the determining module 101 determines ginseng according to the making demand data Examining making unit price expense includes following one or more：

Determining module 101 makes unit price according to the keyword to be matched and the reference and taken from editing decision database It is middle to determine editor to be recommended.

In at least one embodiment of the present invention, described device also includes：Configuration module 102 configures editor's data Storehouse.The editing decision database is used to describe the information characteristics of editor to carry out accurate match with user's request.It is described to cut Collect decision database and include, but are not limited to following one or more：The attributive character of editor, editor's grade of editor Etc..Editor's grade of attributive character, editor on editor is in subsequent detailed.

Preferentially, the configuration module 102 configures editing decision database and included：

Preferably, the flim editing and making feature includes, but are not limited to following one or more：The basic skill of editor Can, the proficiency of the basic skills of editor, the making classification (such as amusement classification, business category) of editor, editor The expectation of making material information, editor make that unit price take, the makings style of editor etc. describes other of editor and believed Cease feature.The electronic equipment receives the personal data of editor's input, and the personal data can be speech sentences (such as one Duan Yuyin), word sentence (such as one section words), type options (such as choose " be " and option, etc.), for example, editor is in editing Personal data filled in when being registered in teacher's user interface etc..The electronic equipment is taken out using semantic analysis technology and keyword Technology is taken to obtain the flim editing and making feature from personal data.Further, the electronic equipment can also obtain described User's evaluating data of editor, order data, user's evaluating data and order data are analyzed to obtain editor Flim editing and making correlated characteristic, more realistically to react the real work technical ability of editor.For example, from user's evaluating data Evaluation sentence is obtained, is extracted using semantic analysis technology and keyword abstraction technology from evaluation sentence basic with editor The related feature of the proficiency of technical ability is such as unskilled, be proficient in.

In at least one embodiment of the present invention, fraction corresponding to the attributive character of the editor can according to The related evaluating data of user (user for the order that such as editor treats) of editor and the attributive character of the editor Corresponding index is worth to.The evaluating data of the electronic equipment acquisition user related to editor, and the editor Desired value corresponding to attributive character, the evaluating data of couple user related to editor, and the attributive character pair of the editor The desired value answered carries out statistical analysis and fraction corresponding to the attributive character of editor is calculated.Further, the editor Attributive character corresponding to desired value be to determine that each attributive character can have not according to the attributive character of the editor Same quantitative criteria.For example, the making classification for editor, making classification is more, and the making classification of the editor is corresponding Desired value it is higher etc..For the proficiency of the basic skills of editor, the basic skills of editor are more skilled, editing Desired value corresponding to the proficiency of the basic skills of teacher is higher etc..

In at least one embodiment of the present invention, the determining module 102 is according to the keyword to be matched and institute State with reference to make unit price expense determined from editing decision database editor to be recommended include it is following any one：

Recommending module 103 is showed the editor to be recommended.

In at least one embodiment of the present invention, the recommending module 103 obtains ranking key element, waits to push away described in acquisition Desired value corresponding to the ranking key element of the editor recommended, according to index corresponding to the ranking key element of the editor to be recommended Value determines that the editor's to be recommended shows order, shows order to by described according to the editor to be recommended Editor to be recommended is showed.The ranking key element is used to carry out ranking to editor to be recommended.The ranking key element Can be following one or more：One or more in the attributive character of editor, editor's grade etc..

When ranking key element is multiple, recommending module 103 is according to the index of the ranking key element of the editor to be recommended Value determines the comprehensive index value of the editor to be recommended, according to corresponding to the ranking key element of the editor to be recommended The order of comprehensive index value from big to small, the editor to be recommended is ranked up, and is presented to user.

Further, the recommending module 103 determines according to the desired value of the ranking key element of the editor to be recommended The comprehensive index value of the editor to be recommended includes：

It is above-mentioned in the form of software function module realize integrated unit, can be stored in one it is computer-readable In storage medium.Above-mentioned software function module is stored in a storage medium, including some instructions to cause one calculating Machine equipment (can be personal computer, server, or network equipment etc.) or processor (processor) perform the present invention The part steps of each embodiment methods described.

Fig. 3 is refer to, Fig. 3 is that the present invention realizes that editor recommends the structure of the electronic equipment of the preferred embodiment of method Schematic diagram.

The electronic equipment 1 be it is a kind of can according to the instruction for being previously set or storing, it is automatic carry out numerical computations and/ Or the equipment of information processing, its hardware include but is not limited to microprocessor, application specific integrated circuit (Application Specific Integrated Circuit, ASIC), programmable gate array (Field- Programmable Gate Array, FPGA), digital processing unit (Digital Signal Processor, DSP), embedded device etc..The electronics is set Standby 1 may also include the network equipment and/or user equipment.Wherein, the network equipment includes but is not limited to single network service Device, multiple webservers composition server group or based on cloud computing (Cloud Computing) by a large amount of main frames or net The cloud that network server is formed, wherein, cloud computing is one kind of Distributed Calculation, is made up of the computer collection of a group loose couplings A super virtual computer.

The electronic equipment 1 may be, but not limited to, any one and can be set with user by keyboard, touch pad or acoustic control The mode such as standby carries out the electronic product of man-machine interaction, for example, tablet personal computer, smart mobile phone, personal digital assistant (Personal Digital Assistant, PDA), the terminal such as intellectual Wearable.

Network residing for the electronic equipment 60 includes, but are not limited to internet, wide area network, Metropolitan Area Network (MAN), LAN, void Intend dedicated network (Virtual Private Network, VPN) etc..

The electronic equipment 1 includes at least one dispensing device 61, at least one memory 62, at least one processor 63rd, at least one reception device 64, at least one display 65 and at least one communication bus.Wherein, the communication bus For realizing the connection communication between these components.

Wherein, the reception device 64 and the dispensing device 61 can be wired sending ports, or wirelessly set It is standby, such as including antenna assembly, for entering row data communication with other equipment.

The processor 63 can include one or more microprocessor, digital processing unit.

The memory 62 is used for store program codes.The memory 62 can be smart media card (smart Media card), safe digital card (secure digital card), the storage such as flash memory cards (flash card) set It is standby.

Preferably, the processor 63 can call the program code stored in memory 62 to perform the function of correlation.Example Such as, the modules described in Fig. 2 are stored in the program code in the memory 62, and are held by the processor 63 OK, to realize that a kind of editor recommends method.

The display 65 can be touch-screen etc. other be used for display picture equipment.

The embodiment of the present invention also provides a kind of computer-readable recording medium, is stored thereon with computer instruction, the finger Make when the terminal for being included one or more processors performs, terminal is performed the editing as described in embodiment of the method above Teacher recommends method.

In several embodiments provided by the present invention, it should be understood that disclosed system, apparatus and method can be with Realize by another way.For example, device embodiment described above is only schematical, for example, the module Division, only a kind of division of logic function, can there is other dividing mode when actually realizing.

The module illustrated as separating component can be or may not be it is physically separate, as module The part of display can be or may not be physical location, you can with positioned at a place, or can also be distributed to more On individual NE.Some or all of module therein can be selected to realize this embodiment scheme according to the actual needs Purpose.

In addition, each functional module in each embodiment of the present invention can be integrated in a processing unit, can also That unit is individually physically present, can also two or more units it is integrated in a unit.Above-mentioned integrated list Member can both be realized in the form of hardware, can also be realized in the form of hardware adds software function module.

It is obvious to a person skilled in the art that the invention is not restricted to the details of above-mentioned one exemplary embodiment, Er Qie In the case of without departing substantially from spirit or essential attributes of the invention, the present invention can be realized in other specific forms.Therefore, nothing By from the point of view of which point, embodiment all should be regarded as exemplary, and be nonrestrictive, the scope of the present invention is by institute Attached claim rather than described above limit, it is intended that will fall in the implication and scope of the equivalency of claim All changes be included in the present invention.Any attached associated diagram mark in claim should not be considered as involved by limitation Claim.Furthermore, it is to be understood that the word of " comprising " one is not excluded for other units or step, odd number is not excluded for plural number.System claims The multiple units or device of middle statement can also be realized by a unit or device by software or hardware.Second grade word Pragmatic represents title, and is not offered as any specific order.

Finally it should be noted that the above embodiments are merely illustrative of the technical solutions of the present invention and it is unrestricted, although reference The present invention is described in detail for preferred embodiment, it will be understood by those within the art that, can be to the present invention's Technical scheme is modified or equivalent substitution, without departing from the spirit and scope of technical solution of the present invention.

Claims

1. a kind of editor recommends method, it is characterised in that methods described includes：

Obtain and make demand data；

Keyword to be matched is determined according to the making demand data；

Unit price expense is made according to the keyword to be matched and the reference to be recommended cut is determined from editing decision database Collect teacher；

The editor to be recommended is showed.

2. editor as claimed in claim 1 recommends method, it is characterised in that the making demand data includes following one kind Or a variety of combination：The questionnaire data of reception, pending material；The keyword to be matched includes following a kind of or more The combination of kind：Attribute keywords, Additional Services keyword, the attribute keywords of the pending material of film to be produced.

3. editor as claimed in claim 1 recommends method, it is characterised in that described to be determined according to the making demand data Keyword to be matched includes：

4. editor as claimed in claim 1 recommends method, it is characterised in that described after making demand data is obtained Method also includes：

The Moviemaking record of the user is obtained from customer data base, and is obtained and Moviemaking record is related goes through History keyword；

A part using the history keyword word as the keyword to be matched.

5. the editor as described in claim 2 or 4 recommends method, it is characterised in that described according to the making demand data It is determined that take with reference to unit price is made including following one or more：

According to the attribute keywords of the film to be produced, or according to the attribute keywords of the film to be produced and described wait to locate The attribute keywords of reason material determine described with reference to the monovalent expense of making；Or

According to the attribute keywords of the film to be produced, or according to the attribute keywords of the film to be produced and described wait to locate The attribute keywords of reason material determine benchmark production costs, additional production costs are determined according to Additional Services keyword, based on the base Quasi- production costs and the additional production costs determine to refer to production costs, based on described with reference to production costs and default production costs computation rule Calculate reference and make monovalent take；Or

According to the attribute keywords of the film to be produced, or according to the attribute keywords of the film to be produced and described wait to locate The attribute keywords of reason material determine benchmark production costs, determine additional production costs according to Additional Services keyword, are gone through according to described History keyword determines history reference production costs, based on the benchmark production costs, the additional production costs and the history reference system Work takes determination and refers to production costs, and monovalent take is made with reference to production costs and the calculating reference of default production costs computation rule based on described.

6. editor as claimed in claim 1 recommends method, it is characterised in that methods described also includes：

Editing decision database is configured,

The configuration editing decision database includes：

Obtain the personal data of editor and the user data related to editor；

According to the personal data and the user data related to editor, the attributive character of editor is obtained, and is stored in institute State in editing decision database；

Editor's grade of the editor is determined according to the attributive character of the editor, and is stored in editor's data In storehouse.

7. editor as claimed in claim 6 recommends method, it is characterised in that the attributive character according to the editor Determining editor's grade of the editor includes：

Configure weight corresponding to the attributive character of editor；

Obtain fraction corresponding to the attributive character of editor；

Point of weight calculation editor corresponding to the attributive character of fraction and editor according to corresponding to the attributive character of editor Number；

8. editor as claimed in claim 2 recommends method, it is characterised in that it is described according to the keyword to be matched and It is described determined with reference to production costs from editing decision database editor to be recommended include it is following any one：

By the attribute keywords of the film to be produced and/or the attribute keywords of the pending material and editing decision database The flim editing and making feature of middle editor is matched, by the phase of flim editing and making feature and the attribute keywords of the film to be produced It is defined as the first candidate editor set more than or equal to the editor of the first Similarity value like degree；Cut from first candidate Collect monovalent Freight Basis corresponding to selection editor's grade in Shi Jihe and make monovalent take in default error range with the reference Interior editor is as the editor to be recommended；Or

By the attribute keywords of the film to be produced and/or the attribute keywords of the pending material and editing decision database The flim editing and making feature of middle editor is matched, by the phase of flim editing and making feature and the attribute keywords of the film to be produced It is defined as the first candidate editor set more than or equal to the editor of the first preset value like degree；From the first candidate editing Monovalent Freight Basis corresponding to editor's grade is chosen in Shi Jihe with described with reference to making unit price expense cutting in error range Collect the second candidates of Shi Zuowei editor set；From the second candidate editor gather in choose Additional Services feature with it is described attached The similarity for adding business keyword is more than or equal to the editor editor to be recommended the most described of the second Similarity value.

9. the editor as any one of claim 2 to 4 or 6 to 8 recommends method, it is characterised in that described by described in Editor to be recommended showed including：

Ranking key element is obtained, the ranking key element includes following one or more：One in the attributive character of editor or Person is multiple, editor's grade；

Showing for the editor to be recommended is determined according to desired value corresponding to the ranking key element of the editor to be recommended Sequentially；

10. a kind of electronic equipment, it is characterised in that the electronic equipment includes memory and processor, and the memory is used for At least one instruction is stored, the processor is any including claim 1 to 9 to realize for performing at least one instruction Step in one editor's recommendation method.