CN109816187A

CN109816187A - Information processing method, device, computer equipment and storage medium

Info

Publication number: CN109816187A
Application number: CN201711164561.5A
Authority: CN
Inventors: 刘健; 李弓瑟; 郭锐
Original assignee: Tenpay Payment Technology Co Ltd
Current assignee: Tenpay Payment Technology Co Ltd
Priority date: 2017-11-21
Filing date: 2017-11-21
Publication date: 2019-05-28
Anticipated expiration: 2037-11-21
Also published as: CN109816187B

Abstract

The present invention relates to a kind of information processing method, device, computer equipment and storage mediums, which comprises obtains each resource rating information set graded according to algorithms of different to resource；Current resource is obtained from the resource rating information set；Obtain each target resource rating information set where the Current resource；The level difference for obtaining Current resource and other resources described in current goal resource rating information set, obtains the Current resource in the level deviation of the current goal resource rating information set；The corresponding comprehensive rank of the Current resource is determined in the corresponding level deviation of each target resource rating information set according to the Current resource.The above method can be improved the accuracy of the corresponding comprehensive rank of computing resource.

Description

Information processing method, device, computer equipment and storage medium

Technical field

The present invention relates to Internet technical fields, more particularly to information processing method, device, computer equipment and storage Medium.

Background technique

With the development of internet technology, people are more and more frequent to the use of internet, and more and more users pass through Network obtains resource, such as buy finance product such as fund, buy clothes etc..

All there is the demand for the rank for obtaining resource under many scenes, such as base is pushed to user according to the rank of fund Gold pushes shop on net to user according to the rank in shop on platform or shows each fund on stock selling/purchasing system Rank etc..In traditional technology, in computing resource rank, need to acquire largely letter related with resource using computer equipment Breath, for example, it is related with resource comment, performance data such as resource of the resource in the past period sales volume, resource growth Then rate information etc. grades to resource according to the resource information of acquisition and using the resource grading calculation method of selection, However, all there is certain deficiency or one-sidedness in each grading calculation method, therefore obtained using existing calculation method Resource rating information accuracy is low.

Summary of the invention

Based on this, it is necessary to for above-mentioned problem, provide a kind of information processing method, device, computer equipment and deposit Storage media can be commented by obtaining the multiple resource rating information set graded according to algorithms of different to resource according to resource Current resource and the level difference of other resources obtain level deviation in grade information aggregate, determine comprehensive grade further according to level deviation Not, the synthesis rank of resource is obtained due to comprehensively considering multiple resource rating informations obtained using algorithms of different, it can Make resource grading more comprehensively, the accuracy of the corresponding comprehensive rank of the resource improved.

A kind of information processing method, which comprises

Obtain each resource rating information set graded according to algorithms of different to resource, the resource rating information Set includes resource identification and corresponding resource class information, and that there are at least one is identical for each resource rating information set Resource；

Obtain Current resource from the resource rating information set, the Current resource is different present at least at two In resource rating information set；

Obtain each target resource rating information set where the Current resource；

According to the level calculation of the rank of Current resource described in current goal resource rating information set and other resources The Current resource is obtained in the level deviation of the current goal resource rating information set；

Described in being determined according to the Current resource in the corresponding level deviation of each target resource rating information set The corresponding comprehensive rank of Current resource.

In one embodiment, the method also includes: obtained according to the synthesis rank of the Current resource described current The corresponding pushed information of resource.

A kind of information processing unit, described device include:

First set obtains module, for obtaining each resource rating information graded according to algorithms of different to resource Set, the resource rating information set include resource identification and corresponding resource class information, each resource grading letter There are at least one identical resources for breath set；

Current resource obtains module, for obtaining Current resource, the current money from the resource rating information set Source is present at least in two different resource rating information set；

Second set obtains module, for obtaining each target resource rating information set where the Current resource；

Deviation obtains module, for the rank of the Current resource according to current goal resource rating information set and its The level calculation of his resource obtains the Current resource in the level deviation of the current goal resource rating information set；

Rank determination module, for corresponding in each target resource rating information set according to the Current resource Level deviation determines the corresponding comprehensive rank of the Current resource.

In one embodiment, described device further includes that pushed information obtains module: for according to the Current resource Comprehensive rank obtains the corresponding pushed information of the Current resource.

A kind of computer equipment, including memory and processor are stored with computer program, the meter in the memory When calculation machine program is executed by the processor, so that the step of processor executes above- mentioned information processing method.

A kind of computer readable storage medium, which is characterized in that calculating is stored on the computer readable storage medium Machine program, when the computer program is executed by processor, so that the step of processor executes above- mentioned information processing method.

Above- mentioned information processing method, device, computer equipment and storage medium, by obtaining according to algorithms of different to resource Then each resource rating information set that grading obtains obtains Current resource and current money from resource rating information set Each target resource rating information set where source, and according to the grade of Current resource in current goal resource rating information set Current resource is not obtained with the level calculation of other resources in the level deviation of current goal resource rating information set, then root The corresponding comprehensive rank of Current resource is determined in the corresponding level deviation of each target resource rating information set according to Current resource, The synthesis rank of resource is obtained due to comprehensively considering multiple resource rating informations obtained using algorithms of different, resource can be made to comment Grade more comprehensively, improves the accuracy of the corresponding comprehensive rank of computing resource.

Detailed description of the invention

Fig. 1 is the applied environment figure of the information processing method provided in one embodiment；

Fig. 2A is the flow chart of information processing method in one embodiment；

Fig. 2 B is the flow chart of information processing method in one embodiment；

Fig. 3 is according to Current resource in one embodiment in the corresponding level deviation of each target resource rating information set Determine the flow chart of the corresponding comprehensive rank of Current resource；

Fig. 4 is according to Current resource in one embodiment in the corresponding rank score value of each target resource rating information set Determine the flow chart of the corresponding comprehensive score of Current resource；

Fig. 5 is the flow chart that the corresponding target weight of each target resource rating information set is obtained in one embodiment；

Fig. 6 be in one embodiment according to the corresponding currently associated property coefficient of current reference resource rating information set and The corresponding initial weight of current goal resource rating information set obtains the corresponding target of current goal resource rating information set The flow chart of weight；

Fig. 7 is the flow chart of information processing method in one embodiment；

Fig. 8 A is the level information reference view of Current resource in resource rating information set in one embodiment；

Fig. 8 B is the reference signal of the corresponding rank score value of Current resource in resource rating information set in one embodiment Figure；

Fig. 9 A is the structural block diagram of information processing unit in one embodiment；

Fig. 9 B is the structural block diagram of information processing unit in one embodiment；

Figure 10 is the structural block diagram of rank determination module in one embodiment；

Figure 11 is the structural block diagram of comprehensive score determination unit in one embodiment；

Figure 12 is the structural block diagram of target weight acquiring unit in one embodiment；

Figure 13 is the structural block diagram of target weight computing unit in one embodiment；

Figure 14 is the structural block diagram of information processing unit in one embodiment；

Figure 15 is the internal structure block diagram of computer equipment in one embodiment.

Specific embodiment

In order to make the objectives, technical solutions, and advantages of the present invention clearer, with reference to the accompanying drawings and embodiments, right The present invention is further elaborated.It should be appreciated that the specific embodiments described herein are merely illustrative of the present invention, and It is not used in the restriction present invention.

It is appreciated that term " first " used in this application, " second " etc. can be used to describe various elements herein, But unless stated otherwise, these elements should not be limited by these terms.These terms are only used to by first element and another yuan Part is distinguished.For example, in the case where not departing from scope of the present application, the first preset threshold can be known as to the second default threshold Value, and similarly, the second preset threshold can be known as the first preset threshold.

Fig. 1 is the applied environment figure of information processing method provided in one embodiment, as shown in Figure 1, applying ring at this In border, including terminal 110 and computer equipment 120.For example work as meter when needing to obtain the corresponding pushed information of Current resource When calculation machine equipment 120 receives the resource supplying information acquisition request of the transmission of terminal 110, computer equipment 120 is pushed away according to resource It send information acquisition request to obtain the corresponding resource supplying information of Current resource, the corresponding resource supplying information of Current resource is returned To terminal 110.In one embodiment, computer equipment 120 can also obtain the corresponding push letter of Current resource with automatic trigger The step of breath, such as can be set when user logs in financing platform or computer equipment 120 is held every preset time automatically The information processing method that is there is provided in the row embodiment of the present invention and the pushed information that Current resource is sent to terminal 110.In a reality It applies in example, after obtaining the corresponding pushed information of Current resource, computer equipment 120 can be pushed away Current resource is corresponding in real time Breath of delivering letters is sent to terminal 110, can also be by the corresponding pushed information of Current resource and Current resource associated storage, when receiving Terminal 110 is then forwarded to when the pushed information acquisition request that terminal 110 is sent or in preset time.

Computer equipment 120 can be independent physical server or terminal, is also possible to multiple physical servers and constitutes Server cluster, the cloud service of the basic cloud computing service such as Cloud Server, cloud database, cloud storage and CDN can be to provide Device.Terminal 110 can be smart phone, tablet computer, laptop, desktop computer, intelligent sound box, smartwatch etc., However, it is not limited to this.Computer equipment 120 and terminal 110 can be attached in a manner of the communication connections such as network, the present invention Herein with no restrictions.

As shown in Figure 2 A, in one embodiment it is proposed that a kind of information processing method, the present embodiment is mainly in this way It is illustrated applied to computer equipment 120 in above-mentioned Fig. 1.It can specifically include following steps:

Step S202, obtains each resource rating information set graded according to algorithms of different to resource, and resource is commented Grade information aggregate includes resource identification and corresponding resource class information, and there are at least one phases for each resource rating information set Same resource.

Specifically, algorithm refers to the method exported according to input and calculation method.Different algorithms can be defeated Enter at least one different and different calculation method.For example, can be what basis was calculated for the ranking method of fund Sharp Ratio, which obtains fund level information, can also obtain fund level information according to the Stéphane Traineau index being calculated.Grading refers to Rank is determined according to certain evaluation index.Such as it is true according to the information related with resource such as quality of the comment of resource, resource Determine the rank of resource.The rank of resource can be indicated using number, image, letter etc., such as 1 grade, 2 grades or a star, two stars Deng specifically can be set according to actual needs, as long as can be identified for that the grade of resource.Resource refers to can for users to use The carrier of data, service or commodity etc. or data, service or commodity, such as sell the shop on net etc. of clothes.Resource can Including virtual resource, such as video resource, finance product such as fund and stock etc., it may also comprise physical resources, such as clothes, TV etc..Resource identification is used to identify resource, such as can be the title of resource.In one embodiment, resource is virtual Resource, and growth rate can change with the variation of time, such as stock and fund etc..Resource rating information set has more It is a.A kind of corresponding resource rating information set of algorithm.

In one embodiment, the resource in each resource rating information set is consistent or part is consistent, such as If also including in other resource rating information set there are tri- resources of A, B, C in first resource rating information set A, tri- resources of B, C.Or there are tri- resources of A, B, C, second resource grading letters in first resource rating information set It include bis- resources of A, D in breath set.

In one embodiment, available different fund rating organizations, then will be same to the rating information of fund Fund rating organization forms a resource rating information set to the rating information of fund.For example, by stars at dawn fund rating organization One resource rating information set is formed to the rating information of each fund, each fund is commented by Zhong Xin fund rating organization Grade information forms another resource rating information set.

It in one embodiment, can also be in resource rating information set after obtaining multiple resource rating information set The level information of resource is screened, and the abnormal rating information in resource rating information set is removed.For example, can preset Grade floating range Delta.Calculate highest level and lowest level of the same resource in multiple resource rating information set Difference D, such as D > Delta, then the highest level of the resource and lowest level are deleted, each resource can be weighed The multiple above process.In one embodiment, the same resource can also be obtained in the superlative degree of multiple resource rating information set Other information, if only one resource rating information set be rated highest level if remove the highest level information, then obtain Take its lowest level, if only one resource rating information set be rated lowest level if remove the lowest level letter Breath.

Step S204 obtains Current resource from resource rating information set, and Current resource is present at least at two differences Resource rating information set in.

Specifically, Current resource refers to the resource being present at least two different resource rating information set.Current money Source can have multiple.For example, if first resource rating information set includes tri- resources of A, B, C, second resource grading letter It include tri- resources of A, B, D in breath set, then A and B is Current resource.

Step S206 obtains each target resource rating information set where Current resource.

Specifically, target resource rating information set refer to include the Current resource resource rating information set.It obtains After Current resource, the target resource rating information set where each Current resource is respectively obtained.

Step S208, according to the rank of the rank Yu other resources of Current resource in current goal resource rating information set Current resource is calculated in the level deviation of current goal resource rating information set.

Specifically, level deviation refers to the difference of rank and rank.Current goal resource rating information set refers to calculating Target resource rating information set when level difference where Current resource.The letter assuming that target resource where Current resource is graded Breath set includes first set and second set.Then in calculating, Current resource and the rank of other resources are poor in the first aggregate Different time, first set are current goal resource rating information set, Current resource and other resources in calculating second set When level deviation, second set is current goal resource rating information set.Other resources refer to current goal resource grading letter Resource in breath set other than the Current resource.For example, if in current goal resource rating information set including current money Source A and B, then when obtaining the level difference of A and other resources, B also belongs to other resources.Level deviation can use size relation It indicates, is greater than, is less than or equal to expression.It can also be indicated with specific rank difference, for example, if Current resource is than it High 2 grades of his resource then level deviation be 2, if Current resource is 2 grades low than other resources level deviation be -2, if Current resource and Several times of other resources identical then level deviations are 0.

Step S210 is determined currently according to Current resource in the corresponding level deviation of each target resource rating information set The corresponding comprehensive rank of resource.

Specifically, comprehensive Current resource determines current money in the corresponding level deviation of each target resource rating information set The corresponding comprehensive rank in source.Comprehensive grade can be obtained according to the distribution of the level deviation of Current resource itself in one embodiment Not, when such as Current resource rank is greater than the ratio of other resource classes more than preset ratio, the synthesis rank of Current resource is It is highest.The synthesis grade of each Current resource can be obtained according to the level deviation of all Current resources in one embodiment Not, such as according to the level deviation of Current resource corresponding score is obtained, then the corresponding relationship of score and comprehensive rank is set, Specifically the synthesis rank of Current resource of the score sequence in predetermined order can be set as highest.In one embodiment It can be combined with other factors and determine the corresponding comprehensive rank of Current resource.For example, weighing factor is arranged in conjunction with fund flows, so Afterwards according to weighing factor and and comprehensive score is obtained according to the score that level deviation obtains, obtained currently further according to comprehensive score The corresponding comprehensive rank of resource.

Above- mentioned information processing method is by obtaining each resource rating information graded according to algorithms of different to resource Set, then each target resource where obtaining Current resource and Current resource in resource rating information set, which is graded, believes Breath set, and obtained according to the rank of Current resource in current goal resource rating information set with the level calculation of other resources Then Current resource is commented according to Current resource in each target resource in the level deviation of current goal resource rating information set The corresponding level deviation of grade information aggregate determines the corresponding comprehensive rank of Current resource, due to comprehensively considering the different calculations of multiple utilizations The resource rating information that method obtains obtains the synthesis rank of resource, can make resource grading more comprehensively, therefore improves calculating money The accuracy of the corresponding comprehensive rank in source.

As shown in Figure 2 B, in one embodiment, information processing method can also include step S212: according to Current resource Synthesis rank obtain the corresponding pushed information of Current resource.

Specifically, pushed information can be the synthesis rank of Current resource and Current resource, be also possible to according to current The resource transfers numerical value for the Current resource that the synthesis rank of resource obtains, such as comprehensive rank can be set and recommend the base of purchase The corresponding relationship of golden number volume after obtaining comprehensive rank, obtains corresponding recommendation purchase amount.It is also possible to according to each Current resource Synthesis rank filter out the high Current resource of comprehensive rank as recommend resource, can specifically be set according to actual needs It sets.The corresponding pushed information of Current resource can be to be pushed in real time, also periodically or when receiving after available pushed information It is pushed to terminal after to pushed information acquisition request, can be specifically configured according to actual needs.

Above- mentioned information processing method is by obtaining each resource rating information graded according to algorithms of different to resource Set, then each target resource where obtaining Current resource and Current resource in resource rating information set, which is graded, believes Breath set, and the level difference of Current resource and other resources in current goal resource rating information set is obtained, according to rank Current resource is calculated in the level deviation of current goal resource rating information set, then according to Current resource each in difference The corresponding level deviation of a target resource rating information set determines the corresponding comprehensive rank of Current resource, according to Current resource Comprehensive rank obtains the pushed information of Current resource.Due to comprehensively considering multiple resource rating informations obtained using algorithms of different The synthesis rank of resource is obtained, the accuracy of the corresponding comprehensive rank of resource is improved, therefore enhances and is obtained according to resource class To the Reliability of resource supplying information, the interaction time between invalid push and terminal device and server can be reduced Number saves computer network resources.

In one embodiment, as shown in figure 3, step S210 is i.e. according to Current resource in each target resource rating information Gathering the step of corresponding level deviation determines Current resource corresponding comprehensive rank includes:

Step S302 is obtained currently according to Current resource in the corresponding level deviation of each target resource rating information set Resource is in the corresponding rank score value of each target resource rating information set.

Specifically, the corresponding relationship of level deviation Yu rank score value can be preset, for example, level deviation can be set For greater than when, corresponding rank score value be 1, level deviation be less than when, corresponding rank score value be -1, rank is biased to be equal to When, corresponding rank score value is -1.Specific score value can be set according to actual needs, in one embodiment, level deviation Opposite then corresponding level score value be opposite number, when without level deviation, that is, Current resource it is equal with the rank of other resources when rank Score value is 0.In this way, the ranking score that can allow intuitively embodies Current resource in resource rating information set Level where rank.For example, if corresponding rank score value is M when level deviation is N, then it is corresponding when level deviation is-N Rank score value be-M.

Step S304 is determined currently according to Current resource in the corresponding rank score value of each target resource rating information set The corresponding comprehensive score of resource.

Specifically, Current resource is obtained after the corresponding rank score value of each target resource rating information set, can be incited somebody to action The corresponding each rank score value of Current resource carries out sum operation, obtains the comprehensive score of Current resource.For example, if target resource There are two rating information set, Current resource the corresponding rank score value of first aim resource rating information set be respectively 1, 2,3, it is respectively 2, -2,3 in the corresponding rank score value of second target resource rating information set, then the synthesis being added is commented It is divided into 1+2+3+2-2+3=9.

Step S306 determines the synthesis rank of Current resource according to the comprehensive score of Current resource.

Specifically, the corresponding relationship that comprehensive score and comprehensive rank can be preset, after obtaining comprehensive score, according to comprehensive It closes scoring and the corresponding relationship of comprehensive rank obtains the synthesis rank of Current resource.In one embodiment, it can be set current It is first level that the comprehensive score of resource, which is sorted in all Current resource comprehensive scores in default first sequence, and synthesis is commented Point in the first predetermined order to being second level etc. between the second predetermined order.Or it is commented when comprehensive score is default greater than first Timesharing is first level, is second level when comprehensive score is when the second default scoring is between the first default scoring.So Analogize, specifically can be set according to actual needs.For example, comprehensive score highest 10% is used as 5 stars, 22.5% conduct of next 4 stars, 35% again are used as 3 stars, and next 22.5% is used as 2 stars, and last 10% is used as 1 star.

In one embodiment, as shown in figure 4, step S304 is i.e. according to Current resource in each target resource rating information Gathering the step of corresponding rank score value determines Current resource corresponding comprehensive score can specifically include following steps:

Step S402 obtains the corresponding target weight of each target resource rating information set.

Specifically, the corresponding target weight of each target resource rating information set can be preset.It can also calculate Obtain the corresponding target weight of target resource rating information set.For example, being obtained according to the number of target resource rating information set To target weight, if having n target resource rating information set, target weight 1/n.Certain target weight can also basis Experience is configured.For example, the fund rating information provided for sweeping or high trust degree fund rating organization Set, can be set biggish weight.

Step S404, according to the corresponding target weight of each target resource rating information set and Current resource in target The corresponding rank score value of resource rating information set obtains the comprehensive score of Current resource.

It specifically, can be by the corresponding target weight of target resource rating information set and current after obtaining target weight Rank score value of the resource in the target resource rating information set is multiplied to obtain product, then that Current resource is corresponding Each product addition obtains the comprehensive score of Current resource.It is formulated as follows:Wherein j Indicate that Current resource, M indicate the number of target resource rating information set, k indicates other in target resource rating information set The number of resource, S (j) indicate the comprehensive score of Current resource j, w_iIndicate that i-th of target resource rating information set is corresponding Target weight, M (i, j, k) are indicated in i-th of target resource rating information set according to Current resource j and k-th of other resource The obtained rank score value of level deviation.

In one embodiment, as shown in figure 5, step S402 i.e. to obtain each target resource rating information set corresponding The step of target weight includes:

Step S502 obtains the corresponding initial weight of each target resource rating information set.

Specifically, initial weight can be pre-set, the corresponding initial power of each target resource rating information set It can be the same or different again.Target weight can be obtained according to the number of target resource rating information set, if such as having a n A target resource rating information set, then initial weight is 1/n.It can specifically be configured according to actual needs.

Step S504, according to the corresponding initial weight of each target resource rating information set and Current resource in target The corresponding rank score value of resource rating information set obtains the corresponding initial score of Current resource.

It specifically, can be by the corresponding initial weight of target resource rating information set and current after obtaining initial weight Rank score value of the resource in the target resource rating information set is multiplied to obtain product, then that Current resource is corresponding Each product addition obtains the initial score of Current resource.

Step S506, by the corresponding initial score composition initial resource scoring set of each Current resource, from current goal The resource rating information composition current reference resource rating information set of each Current resource is obtained in resource rating information set.

Specifically, it is currently provided when current goal resource rating information set refers to the resource rating information for obtaining Current resource Target resource rating information set where source.Each target resource rating information set all can serve as current goal resource and comment Grade information aggregate, to obtain corresponding current reference resource rating information set.For each target resource rating information, will work as The resource rating information of preceding resource extracts the corresponding current reference resource rating information set of composition.For example, if current money Source is A and B, and there are two target resource grading set, then extracts current money from first aim resource rating information set The resource rating information of source A and B form corresponding first current reference resource rating information set, from second target Resource rating information set extracts the resource rating information of Current resource A and B, forms corresponding second current reference resource Rating information set.And the composition initial resource scoring of the initial score of A and B is gathered.

Step S508 calculates the correlation of current reference resource rating information set with initial resource scoring set, obtains The corresponding currently associated property coefficient of current reference resource rating information set.

Specifically, relative coefficient is used to indicate what current reference resource rating information set and initial resource scoring were gathered Degree of correlation, relative coefficient is big, then degree of correlation is high.The method of relative coefficient can be configured according to actual needs. For example, the Pearson came relative coefficient of current reference resource rating information set and initial resource scoring set can be calculated, agreed At least one of Dare relative coefficient and Spearman relative coefficient obtain currently associated property coefficient.

By taking Pearson came relative coefficient as an example, Pearson's coefficient is the quotient of the covariance and standard deviation between two set, Therefore the covariance between initial resource scoring set and current reference resource rating information set can be calculated, initial money is calculated Corresponding standard deviation and the corresponding standard deviation of current reference resource rating information set are gathered in source scoring, and according to initial resource Corresponding standard deviation is gathered in scoring and the corresponding standard deviation of current reference resource rating information set carries out product calculation, obtains Standard deviation calculated result finally carries out quotient's operation according to covariance and standard deviation calculated result, obtains current reference resource and comment The corresponding currently associated property coefficient of grade information aggregate.Covariance is in probability theory and statistics for measuring the totality of two variables It is each in the difference and second set of error, the value for each variable that can be gathered according to first and first set mean value The difference of the mean value of variate-value value and second set obtains product, then to average value is calculated after the summation of each product, obtains association side Difference judges whether the variation of the variable of two set is consistent according to covariance.If the variation tendency of two set is consistent, Covariance between two set is positive value.If the variation tendency of two variables on the contrary, so two set between association side Difference is negative value.

Step S510, according to the corresponding currently associated property coefficient of current reference resource rating information set and current goal The corresponding initial weight of resource rating information set obtains the corresponding target weight of current goal resource rating information set.

Specifically, after obtaining the corresponding currently associated property coefficient of current reference resource rating information set, current phase is utilized Property coefficient is closed initial weight is updated to obtain the corresponding target weight of current goal resource rating information set.Specific meter Calculation method can be set according to actual needs, for example, the corresponding target weight of current goal resource rating information set can wait In the corresponding initial weight of current goal resource rating information set and currently associated property coefficient and.It is formulated as follows: w_i=initial weight+relative coefficient * preset value.Wherein, w_iIndicate the corresponding target of i-th of target resource rating information set Weight.Preset value can be configured according to actual needs, and for example, 0.1.

In one embodiment, as shown in fig. 6, step S510 is corresponding according to current reference resource rating information set Currently associated property coefficient and the corresponding initial weight of current goal resource rating information set obtain the grading of current goal resource The step of information aggregate corresponding target weight includes:

Step S602, according to the corresponding currently associated property coefficient of current reference resource rating information set and current goal The corresponding initial weight of resource rating information set obtains updating weight.

Specifically, after obtaining the corresponding currently associated property coefficient of current reference resource rating information set, current phase is utilized It closes property coefficient and corresponding initial weight obtains the corresponding update weight of current goal resource rating information set.Specific meter Calculation method can be set according to actual needs, for example, the corresponding update weight of current goal resource rating information set can wait The product of currently associated property coefficient and preset value is added in the corresponding initial weight of current goal resource rating information set.It updates Weight can be equal to the product of currently associated property coefficient and initial weight.

Step S604 obtains the corresponding updated initial power of current goal resource rating information set according to weight is updated Weight, and the step of initial weight corresponding into each target resource rating information set of acquisition, until meeting preset stopping item When part, the corresponding target weight of current goal resource rating information set is obtained according to weight is updated.

Specifically, the corresponding updated initial weight of current goal resource rating information set is obtained according to update weight Afterwards, the step of obtaining each target resource rating information set corresponding initial weight is reentered, until meeting preset condition When, stop circulation, and the corresponding target of current goal resource rating information set is obtained according to the update weight finally obtained and is weighed Weight.For example, can be using the update weight finally obtained as target weight.It is of course also possible to be that other factors is combined to obtain mesh Mark weight.It such as obtains after updating weight, weight will be updated and be sent in user terminal, then receive what user was sent by terminal Adjustment instruction is adjusted to weight is updated.The amplitude of adjusting, which can according to need, to be configured.Preset stopping condition include into The number for the step of entering to obtain each target resource rating information set corresponding initial weight is greater than the first preset threshold, basis The amount of deflection that initial weight before update and updated initial weight obtain less than the second preset threshold, and, according to more The amount of deflection of initial score and the initial score obtained according to updated initial weight that initial weight before new obtains is small In at least one of third predetermined threshold value.Wherein, after obtaining update according to update weight when referring to recycling every time before update Initial weight before, according to updating after weight obtains updated initial weight when each circulation referred to after update.First Preset threshold, the second preset threshold and third predetermined threshold value can be configured according to actual needs.The calculating of the amount of deflection Method can be according to being actually configured.For example, can calculate the initial score before each Current resource updates with it is updated The difference of initial score square and the value that obtains after being summed as the amount of deflection.It is formulated as follows:Wherein D indicates the amount of deflection, and b indicates the number of Current resource, S_LIndicate this It is secondary to recycle obtained initial score, S_L-1Indicate the initial score that last circulation obtains.

In one embodiment, the corresponding update weight of current goal resource rating information set can be equal to current goal The corresponding initial weight of resource rating information set adds the product of currently associated property coefficient and step value, is formulated as w_More =w_Just+ p*step, wherein w_MoreIndicate the update weight of current reference resource rating information set, w_JustIndicate that initial weight, p indicate Currently associated property coefficient, step indicates step value, due to carrying out multiple cycle calculations in the present embodiment, it is therefore desirable to setting step Long value is can preferably restrain, and cycle-index is more if step value is too small, and convergence rate is slow, can be empirically derived step Value range, in actual operation can use 0.001.

In one embodiment, according to weight is updated, to obtain current goal resource rating information set corresponding updated The step of initial weight includes: that update weight is normalized, and it is corresponding more to obtain current goal resource rating information set Initial weight after new.Specifically, normalization is a kind of dimensionless processing means, the absolute value of multiple numerical value can be become several Relative value relationship between value.Method for normalizing can be specifically configured according to actual needs.It in one embodiment, can be with It obtains each target resource rating information and is integrated into corresponding update weight in this circulation, total weight is obtained after being summed, Then updated initial weight is obtained according to the ratio for updating weight and total weight.It is formulated as follows: w_Just=w_hWherein, M indicates the number of target resource rating information set, w to/H_hIndicate h-th of target resource that epicycle recycles The corresponding update weight of rating information set.H indicates total weight, w_JustIndicate updated initial weight.

In one embodiment, as shown in fig. 7, information processing method can with the following steps are included:

Step S702 obtains each resource corresponding growth information within a preset time, and increasing information includes Current resource Growth rate and stability bandwidth.

Specifically, preset time can be configured according to actual needs.It such as can be one month.Growth rate refers to default Resource at the end of time time terminates to be worth the increment of the initial value of resource and initial valence when starting relative to preset time The ratio of value.For example, stock has gone up 10% at one month, then growth rate of this month is 10%.It is appreciated that increasing Numerical value can be positive value or negative value.For example, if the falling stock price of purchase, growth rate are negative.Stability bandwidth refers to resource It is worth the fluctuating range that is shown in past preset time, its value sequence by resource in preset time reflects.? The standard deviation of the mean value of each short time of the assets value in preset time is calculated, to obtain according to value sequence Stability bandwidth.Stability bandwidth can for example manage money matters from resource management agent and obtain in management organization.The number of resource can according to need It is obtained.

Step S704, acquisition algorithm set include multiple and different resource rating algorithms in algorithm set.

Specifically, resource rating algorithm refers to the method for obtaining resource grading according to input and calculation method.Different Resource rating algorithm can be at least one that input is different and calculation method is different, can specifically set according to actual needs It sets.Such as the Sharpe Ratio of resource is calculated according to Sharpe Ratio calculation method and growth information, or according to Stéphane Traineau The Stéphane Traineau index of resource is calculated in index calculation method and growth information.Sharpe Ratio and resource level can be preset The corresponding relationship of other corresponding relationship and Stéphane Traineau index and resource class, therefore can be respectively according to the Sharp being calculated Ratio and Stéphane Traineau index respectively obtain the resource rating information of Current resource.

Step S706 is calculated corresponding each according to Current resource rating algorithm and the corresponding growth information of each resource The corresponding resource rating information set of resource rating information and composition Current resource rating algorithm of a resource, until algorithm set In each resource rating algorithm there are corresponding resource rating information set.

Specifically, Current resource rating algorithm refers to corresponding resource rating algorithm when computing resource grading.According to current After resource rating algorithm obtains the rating information of corresponding resource, corresponding resource rating information collection can be combined into Current resource The corresponding resource rating information set of rating algorithm, until each resource rating algorithm stated in algorithm set all exist it is corresponding Resource rating information set.For example, if Current resource is A with B.The resource grading of the A so determined by Sharpe Ratio algorithm The resource rating information of information and B form first resource rating information set, pass through the determining A's of Stéphane Traineau exponentiation algorithm The resource rating information of resource rating information and B form second resource rating information set.

Specifically, information processing method provided by the invention is illustrated so that resource is fund as an example below.

1, rating information of the different fund rating organizations to fund, the fund rating information of each rating organization are obtained As a resource rating information set, in the present embodiment, obtain 3 resource rating information set, respectively I1, I2 and I3。

2, Current resource is extracted from these three financial resources rating informations, it is assumed that this 3 financial resources rating information collection Closing includes tri- funds of A1, A2, A3, and therefore, available Current resource is A1, A2, A3, and the target resource at place, which is graded, to be believed Breath collection is combined into I1, I2 and I3.Each Current resource is in the rating information of resource rating information set I1, I2 and I3 such as Fig. 8 A It is shown.

3, it is obtained according to the rank of Current resource in current goal resource rating information set with the level calculation of other resources To Current resource in the level deviation of current goal resource rating information set, rank score value is obtained.Each target resource is commented Each of grade information aggregate Current resource is compared with other resources in the same target resource rating information set, Their size relation is obtained, if the rank of Current resource is greater than the rank of other resources, corresponding rank score value is 1 point, If the rank of Current resource is less than the rank of other resources, corresponding rank score value is -1 point, if the rank etc. of Current resource In the rank of other resources, then corresponding rank score value is 0 point.In embodiments of the present invention.Each Current resource and other moneys The corresponding rank score value that source obtains after comparing is as shown in Figure 8 B.

4, each target resource grading set I1, I2 and the corresponding initial weight of I3 are obtained.When obtaining first time, often A target resource grading set I1, I2 and the corresponding initial weight of I3 are the inverse of target resource grading set number, due to In the present embodiment, there are 3 target resource rating information set, therefore each target resource grading set I1, I2 and I3 are corresponding Initial weight is 1/3.

4, according to the initial weight of target resource rating information set and Current resource in target resource rating information collection It closes corresponding rank score value and obtains the corresponding initial score of Current resource, the corresponding initial score of each Current resource is formed just The scoring of beginning resource is gathered, and the resource rating information group of each Current resource is obtained from current goal resource rating information set At current reference resource rating information collection.For example, initial score is 1/3* (1+1)+1/3* (- 1+1)+1/ for Current resource A 3* (- 1+0)=1/3.For Current resource B, initial score is 1/3* (- 1+1)+1/3* (1+1)+1/3* (1+1)=4/3.It is right In Current resource C, initial score is 1/3* (- 1+-1)+1/3* (- 1+-1)+1/3* (0+-1)=- 5/3.Therefore initial resource scores Collection is combined into (1/3,4/3, -5/3).And according to Fig. 8 A, the corresponding reference resources rating information collection of target resource rating information set It is combined into I1 (5,4,3), I2 (4,5,3), I3 (4,5,4).

5, the correlation for calculating current reference resource rating information set with initial resource scoring set, obtains current reference The corresponding currently associated property coefficient of resource rating information set.In the present embodiment, initial resource scoring set can be calculated and worked as Covariance and initial resource scoring between preceding reference resources rating information set gather corresponding standard deviation and current ginseng Examine the corresponding standard deviation of resource rating information set.Currently associated property coefficient is the ratio of covariance and standard deviation calculated result Value, and standard deviation calculated result is equal to initial resource scoring and gathers corresponding standard deviation and current reference resource rating information collection Close the product of corresponding standard deviation.Therefore, in the present embodiment, be calculated initial resource scoring set (1/3,4/3, -5/3) with Reference resources rating information collection be combined into I1 (5,4,3), I2 (4,5,3), the covariance between I3 (4,5,4) be 0.67,1 and 0.44, this four initial resource scoring set (1/3,4/3, -5/3), I1 (5,4,3), I2 (4,5,3), I3 (4,5,4) set pair The standard deviation answered is respectively as follows: 1.53,1,1,0.58.Therefore reference resources rating information set I1 (5,4,3) is corresponding currently associated Property coefficient are as follows: the corresponding current relevance system of 0.67/ (1.53*1)=0.44, reference resources rating information set I2 (4,5,3) Number are as follows: 1/ (1.53*1)=0.65, therefore reference resources rating information collection is combined into the corresponding currently associated property coefficient of I3 (4,5,4) Are as follows: 0.44/ (1.53*0.58)=0.50.

6, it is commented according to the corresponding currently associated property coefficient of current reference resource rating information set and current goal resource The corresponding initial weight of grade information aggregate obtains updating weight.It wherein updates weight and is equal to initial weight plus step value and current The product of relative coefficient, step value take 0.001.In the present embodiment, be calculated reference resources rating information set I1 (5,4, 3) corresponding update weight are as follows: 1/3+0.44*0.001=0.33377, reference resources rating information set I2 (4,5,3) are corresponding Update weight are as follows: the corresponding update of 1/3+0.65*0.001=0.33398, reference resources rating information set I3 (4,5,4) Weight are as follows: 1/3+0.5*0.001=0.33383.

7, update weight is normalized, it is corresponding updated initial obtains current goal resource rating information set Weight.Obtained update weight can be added first, obtain total weight, then by the update weight of Current resource divided by Total weight is used as updated initial weight after obtaining normalized value.Total weight is 0.33377+0.33398+0.33383= 1.00158, therefore I1 (5,4,3), I2 (4,5,3), the corresponding updated initial weight of I3 (4,5,4) are respectively as follows: 0.33377/ 1.00158=0.33324,0.333398/1.00158=0.33345 and 0.33383/1.00158=0.33330.

8, step 4 is reentered, step 4~8 are repeated.Until meeting the stopping of preset stopping condition, if such as above-mentioned steps Meet preset stopping condition when being repeated 50 times, then the update weight finally obtained be can be used as into target resource grading letter Breath gathers corresponding target weight.

9, it is commented according to the corresponding target weight of each target resource rating information set and Current resource in target resource The corresponding rank score value of grade information aggregate obtains the comprehensive score of Current resource.Assuming that the corresponding target weight of I1, I2, I3 is 0.3,0.5 and 0.2.The rank score value then obtained according to Fig. 8 B, for Current resource A, comprehensive score be 0.3* (1+1)+ 0.5* (- 1+1)+0.2* (- 1+0)=0.4.For Current resource B, comprehensive score be 0.3* (- 1+1)+0.5* (1+1)+ 0.2* (1+1)=0.9.For Current resource C, comprehensive score is 0.3* (- 1+-1)+0.5* (- 1+-1)+0.2* (0+-1) =-1.8.

10, Current resource pair is determined in the corresponding level deviation of each target resource rating information set according to Current resource The synthesis rank answered.The score of Current resource A, B, C are compared, it is assumed that comprehensive score is preceding 1/3 corresponding comprehensive rank For Samsung, next 1/3 is 2 stars, and remaining 1/3 is a star, then the corresponding comprehensive rank of Current resource A, B, C is respectively two Star, Samsung and a star.

11, the synthesis level information of above-mentioned Current resource is pushed to terminal.Wherein row of the high resource of rank in the page Sequence is preceding.

As shown in Figure 9 A, in one embodiment, a kind of information processing unit is provided, which can collect At in above-mentioned computer equipment 120, can specifically include:

First set obtains module 902, is graded according to algorithms of different to each resource that resource is graded for obtaining Information aggregate, resource rating information set include resource identification and corresponding resource class information, each resource rating information collection There are at least one identical resources for conjunction.

Current resource obtains module 904, and for obtaining Current resource from resource rating information set, Current resource is at least It is present in two different resource rating information set.

Second set obtains module 906, for obtaining each target resource rating information set where Current resource.

Deviation obtains module 908, for according to the rank of Current resource in current goal resource rating information set and its The level calculation of his resource obtains Current resource in the level deviation of current goal resource rating information set.

Rank determination module 910 is used for according to Current resource in the corresponding rank of each target resource rating information set Deviation determines the corresponding comprehensive rank of Current resource.

As shown in Figure 9 B, in one embodiment, information processing unit further includes that pushed information obtains module 912, is used for The corresponding pushed information of Current resource is obtained according to the synthesis rank of Current resource.

As shown in Figure 10, in one embodiment, rank determination module 910 includes:

Score value obtains unit 1002, is used for according to Current resource in the corresponding rank of each target resource rating information set Deviation obtains Current resource in the corresponding rank score value of each target resource rating information set.

Comprehensive score determination unit 1004, for corresponding in each target resource rating information set according to Current resource Rank score value determines the corresponding comprehensive score of Current resource.

Level deciding unit 1006 determines the synthesis rank of Current resource for the comprehensive score according to Current resource.

As shown in figure 11, in one embodiment, comprehensive score determination unit 1004 includes:

Target weight acquiring unit 1102, for obtaining the corresponding target weight of each target resource rating information set.

Comprehensive score computing unit 1104, for according to the corresponding target weight of each target resource rating information set with And Current resource obtains the comprehensive score of Current resource in the corresponding rank score value of target resource rating information set.

As shown in figure 12, in one embodiment, target weight acquiring unit 1102 includes:

Initial weight acquiring unit 1202, for obtaining the corresponding initial weight of each target resource rating information set.

Initial score obtains unit 1204, for according to the corresponding initial weight of each target resource rating information set with And Current resource obtains the corresponding initial score of Current resource in the corresponding rank score value of target resource rating information set.

Gather component units 1206, for collecting the corresponding initial score composition initial resource scoring of each Current resource It closes, the resource rating information composition current reference resource of each Current resource is obtained from current goal resource rating information set Rating information set.

Coefficient calculation unit 1208, for calculating current reference resource rating information set and initial resource scoring set Correlation obtains the corresponding currently associated property coefficient of current reference resource rating information set.

Target weight computing unit 1210, for according to the corresponding current relevance of current reference resource rating information set Coefficient and the corresponding initial weight of current goal resource rating information set obtain current goal resource rating information set pair The target weight answered.

As shown in figure 13, in one embodiment, target weight computing unit 1210 includes:

It updates weight and obtains unit 1302, for according to the corresponding current relevance of current reference resource rating information set Coefficient and the corresponding initial weight of current goal resource rating information set obtain updating weight.

Updating unit 1304, after obtaining the corresponding update of current goal resource rating information set according to update weight Initial weight, and enter the step of obtaining each target resource rating information set corresponding initial weight, until meeting pre- If when stop condition, obtaining the corresponding target weight of current goal resource rating information set according to weight is updated.

Wherein, preset stopping condition includes entering to obtain the corresponding initial weight of each target resource rating information set The number of step is greater than the first preset threshold, small according to the amount of deflection of initial weight and updated initial weight before update In the second preset threshold, and, the initial score that is obtained according to the initial weight before update with according to updated initial weight The amount of deflection that obtained initial score obtains is less than at least one of third predetermined threshold value.

In one embodiment, updating unit 1304 is used for: being normalized to weight is updated, is obtained current goal resource The corresponding updated initial weight of rating information set.

In one embodiment, coefficient calculation unit 1208 is used for: being calculated initial resource scoring set and is provided with current reference Covariance between the rating information set of source.It calculates the corresponding standard deviation of initial resource scoring set and current reference resource is commented The corresponding standard deviation of grade information aggregate.Gather corresponding standard deviation and current reference resource grading letter according to initial resource scoring Breath gathers corresponding standard deviation and carries out product calculation, obtains standard deviation calculated result.Knot is calculated according to covariance and standard deviation Fruit carries out quotient's operation, obtains the corresponding currently associated property coefficient of current reference resource rating information set.

As shown in figure 14, in one embodiment, device further include:

Increase data obtaining module 1402, for obtaining each resource corresponding growth information within a preset time, increases Information includes the growth rate and stability bandwidth of Current resource.

Algorithm set obtains module 1406, is used for acquisition algorithm set, includes that multiple and different resources is commented in algorithm set Grade algorithm.

Gather comprising modules 1408, for calculating according to Current resource rating algorithm and the corresponding growth information of each resource The resource rating information of corresponding each resource and the corresponding resource rating information set of composition Current resource rating algorithm are obtained, Until there are corresponding resource rating information set for each resource rating algorithm in algorithm set.

Figure 15 shows the internal structure chart of computer equipment in one embodiment.The computer equipment specifically can be figure Computer equipment 120 in 1.As shown in figure 15, it includes being connected by system bus which, which includes the computer equipment, Processor, memory, network interface, input unit and display screen.Wherein, memory includes non-volatile memory medium and interior Memory.The non-volatile memory medium of the computer equipment is stored with operating system, can also be stored with computer program, the meter When calculation machine program is executed by processor, processor may make to realize information processing method.Meter can also be stored in the built-in storage Calculation machine program when the computer program is executed by processor, may make processor execution information processing method.Computer equipment Display screen can be liquid crystal display or electric ink display screen, and the input unit of computer equipment can be to be covered on display screen The touch layer of lid is also possible to the key being arranged on computer equipment shell, trace ball or Trackpad, can also be external key Disk, Trackpad or mouse etc..

It will be understood by those skilled in the art that structure shown in Figure 15, only part relevant to application scheme The block diagram of structure, does not constitute the restriction for the computer equipment being applied thereon to application scheme, and specific computer is set Standby may include perhaps combining certain components or with different component layouts than more or fewer components as shown in the figure.

In one embodiment, information processing unit provided by the present application can be implemented as a kind of shape of computer program Formula, computer program can be run in computer equipment as shown in figure 15.Composition can be stored in the memory of computer equipment Each program module of the information processing unit device, for example, first set shown in Fig. 9 A obtains module 902, Current resource Obtain module 904, second set obtains module 906, deviation obtains module 908 and rank determination module 910.Each program module The computer program of composition makes processor execute the information processing method of each embodiment of the application described in this specification In step.

For example, computer equipment shown in figure 15 can pass through the first set in information processing unit as shown in Figure 9 A It obtains module 902 and obtains each resource rating information set graded according to algorithms of different to resource, resource rating information Set includes resource identification and corresponding resource class information, and there are at least one identical moneys for each resource rating information set Source.Obtain module 904 by Current resource and obtain Current resource from resource rating information set, Current resource present at least at In two different resource rating information set.Each mesh where module 906 obtains Current resource is obtained by second set Mark resource rating information set.Module 908 is obtained according to Current resource in current goal resource rating information set by deviation Rank and the level calculations of other resources obtain Current resource in the level deviation of current goal resource rating information set.It is logical It crosses rank determination module 910 and is determined currently according to Current resource in the corresponding level deviation of each target resource rating information set The corresponding comprehensive rank of resource.

In one embodiment it is proposed that a kind of computer equipment, computer equipment include memory, processor and storage On a memory and the computer program that can run on a processor, processor perform the steps of when executing computer program The each resource rating information set graded according to algorithms of different to resource is obtained, resource rating information set includes resource Mark and corresponding resource class information, there are at least one identical resources for each resource rating information set；It is commented from resource Current resource is obtained in grade information aggregate, Current resource is present at least in two different resource rating information set；It obtains Each target resource rating information set where Current resource；According to Current resource in current goal resource rating information set Rank and the level calculations of other resources obtain Current resource in the level deviation of current goal resource rating information set；Root The corresponding comprehensive rank of Current resource is determined in the corresponding level deviation of each target resource rating information set according to Current resource.

In one embodiment, performed by processor according to Current resource in each target resource rating information set pair The level deviation answered determines that the step of Current resource corresponding comprehensive rank includes: to comment according to Current resource in each target resource The corresponding level deviation of grade information aggregate obtains Current resource in the corresponding rank score value of each target resource rating information set； Determine that the corresponding synthesis of Current resource is commented in the corresponding rank score value of each target resource rating information set according to Current resource Point；The synthesis rank of Current resource is determined according to the comprehensive score of Current resource.

In one embodiment, performed by processor according to Current resource in each target resource rating information set pair The rank score value answered determines that the step of Current resource corresponding comprehensive score includes: to obtain each target resource rating information set Corresponding target weight；It is provided according to the corresponding target weight of each target resource rating information set and Current resource in target Rating information set corresponding rank score value in source obtains the comprehensive score of Current resource.

In one embodiment, the corresponding target power of each target resource rating information set of acquisition performed by processor The step of weight includes: to obtain the corresponding initial weight of each target resource rating information set；It is graded according to each target resource The corresponding initial weight of information aggregate and Current resource are worked as in the corresponding rank score value of target resource rating information set The corresponding initial score of preceding resource；By each Current resource corresponding initial score composition initial resource scoring set, from current The resource rating information composition current reference resource rating information of each Current resource is obtained in target resource rating information set Set；The correlation for calculating current reference resource rating information set with initial resource scoring set, obtains current reference resource The corresponding currently associated property coefficient of rating information set；According to the corresponding current relevance of current reference resource rating information set Coefficient and the corresponding initial weight of current goal resource rating information set obtain current goal resource rating information set pair The target weight answered.

In one embodiment, according to the corresponding current phase of current reference resource rating information set performed by processor It closes property coefficient and the corresponding initial weight of current goal resource rating information set obtains current goal resource rating information collection The step of closing corresponding target weight include: according to the corresponding currently associated property coefficient of current reference resource rating information set with And the corresponding initial weight of current goal resource rating information set obtains updating weight；Current goal is obtained according to weight is updated The corresponding updated initial weight of resource rating information set, and it is corresponding to enter each target resource rating information set of acquisition Initial weight the step of, until obtaining current goal resource rating information according to weight is updated when meeting preset stopping condition Gather corresponding target weight；Wherein, preset stopping condition includes entering each target resource rating information set of acquisition to correspond to Initial weight the step of number be greater than the first preset threshold, according to before update initial weight and updated initial weight The amount of deflection less than the second preset threshold, and, the initial score that is obtained according to the initial weight before update with according to update The amount of deflection that the initial score that initial weight afterwards obtains obtains is less than at least one of third predetermined threshold value.

In one embodiment, current goal resource rating information set is obtained according to update weight performed by processor The step of corresponding updated initial weight includes: that update weight is normalized, and obtains current goal resource grading letter Breath gathers corresponding updated initial weight.

In one embodiment, calculating current reference resource rating information set performed by processor is commented with initial resource The correlation of point set, the step of obtaining current reference resource rating information set corresponding currently associated property coefficient include: meter Calculate the covariance between initial resource scoring set and current reference resource rating information set；Calculate initial resource scoring set Corresponding standard deviation and the corresponding standard deviation of current reference resource rating information set；It is scored to gather according to initial resource and be corresponded to Standard deviation and the corresponding standard deviation of current reference resource rating information set carry out product calculation, obtain standard deviation and calculate knot Fruit；Quotient's operation is carried out according to covariance and standard deviation calculated result, it is corresponding to obtain current reference resource rating information set Currently associated property coefficient.

In one embodiment, the step of being executed when processor executes computer program further include: obtain each resource and exist Corresponding growth information in preset time increases growth rate and stability bandwidth that information includes Current resource；Acquisition algorithm set, It include multiple and different resource rating algorithms in algorithm set；According to Current resource rating algorithm and the corresponding growth of each resource The resource rating information of corresponding each resource and the corresponding resource grading of composition Current resource rating algorithm is calculated in information Information aggregate, until there are corresponding resource rating information set for each resource rating algorithm in algorithm set.

In one embodiment, the step of being executed when processor executes computer program further include: according to Current resource Comprehensive rank obtains the corresponding pushed information of Current resource.

In one embodiment, a kind of computer readable storage medium is provided, is stored on computer readable storage medium Computer program, when computer program is executed by processor, so that processor executes following steps: obtaining according to algorithms of different pair Each resource rating information set that resource is graded, resource rating information set include resource identification and corresponding resource level Other information, there are at least one identical resources for each resource rating information set；It obtains and works as from resource rating information set Preceding resource, Current resource is present at least in two different resource rating information set；It is each where acquisition Current resource Target resource rating information set；According to the rank Yu other resources of Current resource in current goal resource rating information set Level calculation obtains Current resource in the level deviation of current goal resource rating information set；According to Current resource in each mesh The corresponding level deviation of mark resource rating information set determines the corresponding comprehensive rank of Current resource.

In one embodiment, method performed by processor further include: obtain the increasing of Current resource within a preset time Long message increases growth rate and stability bandwidth that information includes Current resource；It is corresponding to Current resource using different algorithms Increase information and carries out the resource rating information that corresponding Current resource is calculated；It will be obtained using same algorithm each current The resource rating information of resource forms resource rating information set.Obtain each money graded according to algorithms of different to resource Source rating information set, resource rating information set include resource identification and corresponding resource class information, each resource grading There are at least one identical resources for information aggregate；Current resource is obtained from resource rating information set, Current resource is at least It is present in two different resource rating information set；Obtain each target resource rating information collection where Current resource It closes；The level difference for obtaining Current resource and other resources in current goal resource rating information set, obtains Current resource and exists The level deviation of current goal resource rating information set；It is corresponding in each target resource rating information set according to Current resource Level deviation determine the corresponding comprehensive rank of Current resource；It is corresponding that Current resource is obtained according to the synthesis rank of Current resource Pushed information.

Those of ordinary skill in the art will appreciate that realizing all or part of the process in above-described embodiment method, being can be with Relevant hardware is instructed to complete by computer program, the program can be stored in a non-volatile computer and can be read In storage medium, the program is when being executed, it may include such as the process of the embodiment of above-mentioned each method.Wherein, provided herein Each embodiment used in any reference to memory, storage, database or other media, may each comprise non-volatile And/or volatile memory.Nonvolatile memory may include that read-only memory (ROM), programming ROM (PROM), electricity can be compiled Journey ROM (EPROM), electrically erasable ROM (EEPROM) or flash memory.Volatile memory may include random access memory (RAM) or external cache.By way of illustration and not limitation, RAM is available in many forms, such as static state RAM (SRAM), dynamic ram (DRAM), synchronous dram (SDRAM), double data rate sdram (DDRSDRAM), enhanced SDRAM (ESDRAM), synchronization link (Synchlink) DRAM (SLDRAM), memory bus (Rambus) directly RAM (RDRAM), straight Connect memory bus dynamic ram (DRDRAM) and memory bus dynamic ram (RDRAM) etc..

Each technical characteristic of embodiment described above can be combined arbitrarily, for simplicity of description, not to above-mentioned reality It applies all possible combination of each technical characteristic in example to be all described, as long as however, the combination of these technical characteristics is not deposited In contradiction, all should be considered as described in this specification.

The embodiments described above only express several embodiments of the present invention, and the description thereof is more specific and detailed, but simultaneously Limitations on the scope of the patent of the present invention therefore cannot be interpreted as.It should be pointed out that for those of ordinary skill in the art For, without departing from the inventive concept of the premise, various modifications and improvements can be made, these belong to guarantor of the invention Protect range.Therefore, the scope of protection of the patent of the invention shall be subject to the appended claims.

Claims

1. a kind of information processing method, which comprises

Obtain each resource rating information set graded according to algorithms of different to resource, the resource rating information set Including resource identification and corresponding resource class information, there are at least one identical moneys for each resource rating information set Source；

Current resource is obtained from the resource rating information set, the Current resource is present at least at two different resources In rating information set；

It is obtained according to the rank of Current resource described in current goal resource rating information set with the level calculation of other resources Level deviation of the Current resource in the current goal resource rating information set；

It is determined according to the Current resource in the corresponding level deviation of each target resource rating information set described current The corresponding comprehensive rank of resource.

2. the method according to claim 1, wherein described provide according to the Current resource in each target Rating information set corresponding level deviation in source determines that the step of Current resource corresponding comprehensive rank includes:

It is obtained according to the Current resource in the corresponding level deviation of each target resource rating information set described current Resource is in the corresponding rank score value of each target resource rating information set；

It is determined according to the Current resource in the corresponding rank score value of each target resource rating information set described current The corresponding comprehensive score of resource；

The synthesis rank of the Current resource is determined according to the comprehensive score of the Current resource.

3. according to the method described in claim 2, it is characterized in that, described provide according to the Current resource in each target Rating information set corresponding rank score value in source determines that the step of Current resource corresponding comprehensive score includes:

Obtain the corresponding target weight of each target resource rating information set；

According to each corresponding target weight of target resource rating information set and the Current resource in the target The corresponding rank score value of resource rating information set obtains the comprehensive score of the Current resource.

4. according to the method described in claim 3, it is characterized in that, described obtain each target resource rating information set The step of corresponding target weight includes:

Obtain the corresponding initial weight of each target resource rating information set；

According to each corresponding initial weight of target resource rating information set and the Current resource in the target The corresponding rank score value of resource rating information set obtains the corresponding initial score of the Current resource；

By the corresponding initial score composition initial resource scoring set of each Current resource, commented from the current goal resource The resource rating information composition current reference resource rating information set of each Current resource is obtained in grade information aggregate；

The correlation for calculating the current reference resource rating information set with initial resource scoring set, obtains described work as The corresponding currently associated property coefficient of preceding reference resources rating information set；

According to the corresponding currently associated property coefficient of the current reference resource rating information set and the current goal resource The corresponding initial weight of rating information set obtains the corresponding target weight of the current goal resource rating information set.

5. according to the method described in claim 4, it is characterized in that, described according to the current reference resource rating information set Corresponding currently associated property coefficient and the corresponding initial weight of the current goal resource rating information set obtain described work as The step of preceding target resource rating information set corresponding target weight includes:

According to the corresponding currently associated property coefficient of the current reference resource rating information set and the current goal resource The corresponding initial weight of rating information set obtains updating weight；

The corresponding updated initial weight of the current goal resource rating information set is obtained according to the update weight, and Into described the step of obtaining each target resource rating information set corresponding initial weight, until meeting preset stopping When condition, the corresponding target weight of the current goal resource rating information set is obtained according to the update weight；

Wherein, the preset stopping condition includes corresponding just into acquisition each target resource rating information set The number of the step of beginning weight is greater than the first preset threshold, according to the inclined of initial weight and the updated initial weight before update Difference value less than the second preset threshold, and, the initial score obtained according to the initial weight before update with according to updated The amount of deflection that the initial score that initial weight obtains obtains is less than at least one of third predetermined threshold value.

6. according to the method described in claim 5, it is characterized in that, described obtain the current goal according to the update weight The step of resource rating information set corresponding updated initial weight includes:

The update weight is normalized, it is corresponding updated first to obtain the current goal resource rating information set Beginning weight.

7. according to the method described in claim 4, it is characterized in that, described calculate the current reference resource rating information set With the correlation of initial resource scoring set, it is corresponding currently associated to obtain the current reference resource rating information set The step of property coefficient includes:

Calculate the covariance between the initial resource scoring set and the current reference resource rating information set；

It calculates the initial resource scoring corresponding standard deviation of set and the current reference resource rating information set is corresponding Standard deviation；

Gather corresponding standard deviation according to initial resource scoring and the current reference resource rating information set is corresponding Standard deviation carry out product calculation, obtain standard deviation calculated result；

Quotient's operation is carried out according to the covariance and the standard deviation calculated result, obtains the current reference resource grading letter Breath gathers corresponding currently associated property coefficient.

8. the method according to claim 1, wherein the method also includes:

Each resource corresponding growth information within a preset time is obtained, it is described to increase the growth that information includes the Current resource Rate and stability bandwidth；

Acquisition algorithm set includes multiple and different resource rating algorithms in the algorithm set；

Corresponding each resource is calculated according to the corresponding growth information of Current resource rating algorithm and each resource Resource rating information and the corresponding resource rating information set of composition Current resource rating algorithm, until in the algorithm set There are corresponding resource rating information set for each resource rating algorithm.

9. described in any item methods according to claim 1~8, which is characterized in that the method also includes:

The corresponding pushed information of the Current resource is obtained according to the synthesis rank of the Current resource.

10. a kind of information processing unit, described device include:

First set obtains module, for obtaining each resource rating information collection graded according to algorithms of different to resource It closes, the resource rating information set includes resource identification and corresponding resource class information, each resource rating information There are at least one identical resources for set；

Current resource obtains module, and for obtaining Current resource from the resource rating information set, the Current resource is extremely It is present in two different resource rating information set less；

Deviation obtains module, according to the rank of Current resource described in current goal resource rating information set and other resources Level calculation obtains the Current resource in the level deviation of the current goal resource rating information set；

Rank determination module, for according to the Current resource in the corresponding rank of each target resource rating information set Deviation determines the corresponding comprehensive rank of the Current resource.

11. device according to claim 10, which is characterized in that the rank determination module includes:

Score value obtains unit, for according to the Current resource in the corresponding rank of each target resource rating information set Deviation obtains the Current resource in the corresponding rank score value of each target resource rating information set；

Comprehensive score determination unit, for corresponding in each target resource rating information set according to the Current resource Rank score value determines the corresponding comprehensive score of the Current resource；

Level deciding unit, for determining the synthesis rank of the Current resource according to the comprehensive score of the Current resource.

12. device according to claim 11, which is characterized in that the comprehensive score determination unit includes:

Target weight acquiring unit, for obtaining the corresponding target weight of each target resource rating information set；

Comprehensive score computing unit, for according to the corresponding target weight of each target resource rating information set and institute It states Current resource and obtains the comprehensive score of the Current resource in the corresponding rank score value of the target resource rating information set.

13. device according to claim 12, which is characterized in that the target weight acquiring unit includes:

Initial weight acquiring unit, for obtaining the corresponding initial weight of each target resource rating information set；

Initial score obtains unit, for according to the corresponding initial weight of each target resource rating information set and institute Stating Current resource, in the corresponding rank score value of the target resource rating information set to obtain the Current resource corresponding initial Scoring；

Gather component units, for the corresponding initial score composition initial resource scoring of each Current resource to be gathered, from The resource rating information composition current reference of each Current resource is obtained in the current goal resource rating information set Resource rating information set；

Coefficient calculation unit, for calculating the current reference resource rating information set and initial resource scoring set Correlation obtains the corresponding currently associated property coefficient of the current reference resource rating information set；

Target weight computing unit, for according to the corresponding currently associated property coefficient of the current reference resource rating information set And the corresponding initial weight of the current goal resource rating information set obtains the current goal resource rating information collection Close corresponding target weight.

14. a kind of computer equipment, which is characterized in that including memory and processor, be stored with computer in the memory Program, when the computer program is executed by the processor, so that the processor perform claim requires any one of 1 to 9 Described in claim the step of information processing method.

15. a kind of computer readable storage medium, which is characterized in that be stored with computer on the computer readable storage medium Program, when the computer program is executed by processor, so that the processor perform claim requires any one of 1 to 9 right It is required that the step of information processing method.