CN110471660A - Personalized downloading interface creating method, system and storage medium based on big data - Google Patents

Personalized downloading interface creating method, system and storage medium based on big data Download PDF

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Publication number
CN110471660A
CN110471660A CN201910757824.6A CN201910757824A CN110471660A CN 110471660 A CN110471660 A CN 110471660A CN 201910757824 A CN201910757824 A CN 201910757824A CN 110471660 A CN110471660 A CN 110471660A
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China
Prior art keywords
interface
user
downloading
weight
cryptographic hash
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Chinese (zh)
Inventor
彭岳松
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Beijing Lajin Zhongbo Technology Co ltd
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Tianmai Juyuan (hangzhou) Media Technology Co Ltd
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Priority to CN201910757824.6A priority Critical patent/CN110471660A/en
Publication of CN110471660A publication Critical patent/CN110471660A/en
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F8/00Arrangements for software engineering
    • G06F8/30Creation or generation of source code
    • G06F8/38Creation or generation of source code for implementing user interfaces
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00Network arrangements or protocols for supporting network services or applications
    • H04L67/01Protocols
    • H04L67/06Protocols specially adapted for file transfer, e.g. file transfer protocol [FTP]

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  • Engineering & Computer Science (AREA)
  • Software Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Human Computer Interaction (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)

Abstract

The invention discloses the personalizations based on big data to download interface creating method, system and storage medium, and method includes: the identification information for obtaining downloading task, and the identification information includes file size, filename, file directory and file type;Default downloading interface is obtained according to identification information match;The individuation data that user prestores is obtained, the individuation data includes that user's gender, age of user, user's occupation and the history of user use interface;According to the individuation data of user, target is searched in large database concept and downloads interface;Calculate the similarity between default downloading interface and target downloading interface;Judge whether similarity is less than preset threshold value, if so, showing default downloading showing interface;Conversely, then showing that target downloads interface.The content that the present invention is shown is comprehensive and personalization level is high, can be widely applied to field of computer technology.

Description

Personalized downloading interface creating method, system and storage medium based on big data
Technical field
The present invention relates to field of computer technology, are based especially on the personalized downloading interface creating method of big data, are System and storage medium.
Background technique
With the fast development of information technology, the application program in computer system is also more and more diversified.For convenience Use of the user in downloading process to other applications in operating system will usually show the progress bar of downloading task progress Shown in the form of pop-up, so that user understands the download progress actually accomplished during task execution in real time, and can according to The instruction at family is minimized to desktop taskbar, to avoid operation of the user to other applications is influenced.
Traditional progress bar shows current downloading task progress in a manner of pop-up, such as shows downloaded file Percentage;This exhibition method can not provide the user with more effective information, especially for the biggish task of file amount, by In the reasons such as processor speed and computer Caton, the percent data that sometimes pop-up is shown can be stagnated for a long time, mislead and use Family is had timed out with malfunctioning or downloading for downloading task, causes subsequent a succession of unnecessary operation error.
Generally speaking, the corresponding displaying content of downloading method for showing interface in the prior art is relatively simple, can not be detailed Show the progress of downloading;In addition, downloading interface in the prior art is default interface, individual character can not be carried out according to user demand Change adjustment, user experience is poor.
Summary of the invention
In view of this, the embodiment of the present invention provides a kind of displaying content comprehensively and is able to carry out personalized adjustment, it is based on Personalized downloading interface creating method, system and the storage medium of big data.
In a first aspect, the embodiment of the invention provides a kind of, interface creating method, packet are downloaded in the personalization based on big data Include following steps:
The identification information of downloading task is obtained, the identification information includes file size, filename, file directory and file Type;
Default downloading interface is obtained according to identification information match;
The individuation data that user prestores is obtained, the individuation data includes user's gender, age of user, user's occupation Interface is used with the history of user;
According to the individuation data of user, target is searched in large database concept and downloads interface;
Calculate the similarity between default downloading interface and target downloading interface;
Judge whether similarity is less than preset threshold value, if so, showing default downloading showing interface;Conversely, then showing Target downloads interface;
Wherein, it is described downloading interface content include task completeness, do not complete task list, be completed task list, Dynamical system timing time in seconds.
Further, described the step for default downloading interface is obtained according to identification information match, comprising the following steps:
According to identification information, the first cryptographic Hash is generated;
Carry out the first cryptographic Hash inquiry in the database according to the first cryptographic Hash;
The cryptographic Hash inquired by the first cryptographic Hash obtains matched default downloading interface.
Further, the individuation data according to user searches the step for target downloads interface in large database concept, The following steps are included:
Calculate the second cryptographic Hash of the individuation data of user;
Carry out the second cryptographic Hash inquiry in the database according to the second cryptographic Hash;
The cryptographic Hash inquired by the second cryptographic Hash obtains matched target downloading interface.
Further, the step for the similarity calculated between default downloading interface and target downloading interface, including with Lower step:
Calculate first representation vector at default downloading interface;
Calculate second representation vector at target downloading interface;
The second representation vector of vector sum, which is represented, according to first calculates the default phase downloaded between interface and target downloading interface Like degree.
Further, described the step for obtaining the individuation data that user prestores, comprising the following steps:
The each history for calculating user uses the duration at interface;
The first weight is determined using the duration at interface according to each history;
The second weight is determined according to user's gender;
Third weight is determined according to age of user;
The 4th weight is determined according to user's occupation;
According to the first weight, the second weight, third weight and the 4th weight, the preference information of user is calculated.
Second aspect, the embodiment of the invention also provides a kind of, and the personalized downloading interface based on big data generates system, Include:
First obtains module, and for obtaining the identification information of downloading task, the identification information includes file size, file Name, file directory and file type;
Matching module, for obtaining default downloading interface according to identification information match;
Second obtain module, the individuation data prestored for obtaining user, the individuation data include user's gender, The history of age of user, user's occupation and user uses interface;
Searching module searches target in large database concept and downloads interface for the individuation data according to user;
Similarity calculation module, for calculating the similarity between default downloading interface and target downloading interface;
Display module, for judging whether similarity is less than preset threshold value, if so, showing default downloading interface exhibition Show;Conversely, then showing that target downloads interface;
Wherein, it is described downloading interface content include task completeness, do not complete task list, be completed task list, Dynamical system timing time in seconds.
Further, the matching module includes:
Generation unit, for generating the first cryptographic Hash according to identification information;
Query unit, for carrying out the first cryptographic Hash inquiry in the database according to the first cryptographic Hash;
Matching unit, the cryptographic Hash for being inquired by the first cryptographic Hash obtain matched default downloading interface.
Further, the second acquisition module includes:
Computing unit, each history for calculating user use the duration at interface;
First determination unit, for determining the first weight using the duration at interface according to each history;
Second determination unit, for determining the second weight according to user's gender;
Third determination unit, for determining third weight according to age of user;
4th determination unit, for determining the 4th weight according to user's occupation;
Collection unit, for calculating the preference of user according to the first weight, the second weight, third weight and the 4th weight Information.
The third aspect, the embodiment of the invention also provides a kind of, and the personalized downloading interface based on big data generates system, Include:
At least one processor;
At least one processor, for storing at least one program;
When at least one described program is executed by least one described processor, so that at least one described processor is realized The personalized downloading interface creating method based on big data.
Fourth aspect, the embodiment of the invention also provides a kind of storage mediums, wherein being stored with the executable finger of processor It enables, the executable instruction of the processor is when executed by the processor for executing the personalized downloading based on big data Interface creating method.
One or more technical solutions in the embodiments of the present invention have the advantages that the embodiment of the present invention in head First according to the default downloading interface of the identification information match of downloading task, target downloading is then obtained according to the individuation data of user Interface determines then according to the similarity between default downloading interface and target downloading interface and shows content;Displaying of the invention When content includes task completeness, does not complete task list, task list, dynamical system timing in seconds is completed Between, content is comprehensive, grasp download progress information in real time convenient for user, and by dynamical system timing time in seconds come The operating status of current downloading task is shown to user, the content of displaying is comprehensive, and user is avoided to generate subsequent maloperation;In addition, The present invention can show each downloading interface with personalization based on different user, improve user experience.
Detailed description of the invention
Fig. 1 is the step flow chart of the embodiment of the present invention.
Specific embodiment
The present invention is further explained and is illustrated with specific embodiment with reference to the accompanying drawings of the specification.For of the invention real The step number in example is applied, is arranged only for the purposes of illustrating explanation, any restriction is not done to the sequence between step, is implemented The execution sequence of each step in example can be adaptively adjusted according to the understanding of those skilled in the art.
Referring to Fig.1, the embodiment of the invention provides a kind of, and interface creating method is downloaded in the personalization based on big data, including Following steps:
The identification information of downloading task is obtained, the identification information includes file size, filename, file directory and file Type;
Default downloading interface is obtained according to identification information match;
The individuation data that user prestores is obtained, the individuation data includes user's gender, age of user, user's occupation Interface is used with the history of user;
According to the individuation data of user, target is searched in large database concept and downloads interface;
Calculate the similarity between default downloading interface and target downloading interface;
Judge whether similarity is less than preset threshold value, if so, showing default downloading showing interface;Conversely, then showing Target downloads interface;
Wherein, it is described downloading interface content include task completeness, do not complete task list, be completed task list, Dynamical system timing time in seconds.
It is further used as preferred embodiment, it is described that default downloading this step of interface is obtained according to identification information match Suddenly, comprising the following steps:
According to identification information, the first cryptographic Hash is generated;
Carry out the first cryptographic Hash inquiry in the database according to the first cryptographic Hash;
The cryptographic Hash inquired by the first cryptographic Hash obtains matched default downloading interface.
It is further used as preferred embodiment, the individuation data according to user searches mesh in large database concept The step for mark downloading interface, comprising the following steps:
Calculate the second cryptographic Hash of the individuation data of user;
Carry out the second cryptographic Hash inquiry in the database according to the second cryptographic Hash;
The cryptographic Hash inquired by the second cryptographic Hash obtains matched target downloading interface.
It is further used as preferred embodiment, the calculating is preset similar between downloading interface and target downloading interface The step for spending, comprising the following steps:
Calculate first representation vector at default downloading interface;
Calculate second representation vector at target downloading interface;
The second representation vector of vector sum, which is represented, according to first calculates the default phase downloaded between interface and target downloading interface Like degree.
It is further used as preferred embodiment, described the step for obtaining the individuation data that user prestores, including with Lower step:
The each history for calculating user uses the duration at interface;
The first weight is determined using the duration at interface according to each history;
The second weight is determined according to user's gender;
Third weight is determined according to age of user;
The 4th weight is determined according to user's occupation;
According to the first weight, the second weight, third weight and the 4th weight, the preference information of user is calculated.
Corresponding with the method for Fig. 1, the embodiment of the invention also provides a kind of, and interface is downloaded in the personalization based on big data Generation system, comprising:
First obtains module, and for obtaining the identification information of downloading task, the identification information includes file size, file Name, file directory and file type;
Matching module, for obtaining default downloading interface according to identification information match;
Second obtain module, the individuation data prestored for obtaining user, the individuation data include user's gender, The history of age of user, user's occupation and user uses interface;
Searching module searches target in large database concept and downloads interface for the individuation data according to user;
Similarity calculation module, for calculating the similarity between default downloading interface and target downloading interface;
Display module, for judging whether similarity is less than preset threshold value, if so, showing default downloading interface exhibition Show;Conversely, then showing that target downloads interface;
Wherein, it is described downloading interface content include task completeness, do not complete task list, be completed task list, Dynamical system timing time in seconds.
It is further used as preferred embodiment, the matching module includes:
Generation unit, for generating the first cryptographic Hash according to identification information;
Query unit, for carrying out the first cryptographic Hash inquiry in the database according to the first cryptographic Hash;
Matching unit, the cryptographic Hash for being inquired by the first cryptographic Hash obtain matched default downloading interface.
It is further used as preferred embodiment, the second acquisition module includes:
Computing unit, each history for calculating user use the duration at interface;
First determination unit, for determining the first weight using the duration at interface according to each history;
Second determination unit, for determining the second weight according to user's gender;
Third determination unit, for determining third weight according to age of user;
4th determination unit, for determining the 4th weight according to user's occupation;
Collection unit, for calculating the preference of user according to the first weight, the second weight, third weight and the 4th weight Information.
A kind of specific implementation step of the personalized downloading interface creating method based on big data of the present invention is described below in detail It is rapid:
S1, obtain downloading task identification information, the identification information include file size, filename, file directory and File type;
Specifically, identification information of the present embodiment by acquisition downloading task, to calculate corresponding breathe out in subsequent step Uncommon value.Identification information described in the present embodiment includes but is not limited to file size, filename, file directory and file type.It is logical The identification information of the present embodiment is crossed, can determine the corresponding file of downloading task, accurately with the best downloading finally shown Interface.
S2, default downloading interface is obtained according to identification information match;
Specifically, the step S2 the following steps are included:
S21, according to identification information, generate the first cryptographic Hash;
Identification information is set as m, the corresponding calculation formula for generating the first cryptographic Hash are as follows: h=H (m), h generation by the present embodiment The cryptographic Hash that table generates, H () represent hash function.Hash function is an open function, can be by the information m of random length Mapping becomes the value H (m) that a length is shorter and length is fixed.No matter input, which is what number format, file, much, output It is all the Bit String of regular length.By taking the Sh256 algorithm that bit coin uses as an example, no matter inputting is any data file, output It is exactly 256bit.
By taking file directory as an example, it is assumed that the corresponding file download of downloading task is linked as A, then can be incited somebody to action by hash function A is converted into number 1;Such as file download is linked as B, then B can be converted into number 2 by hash function;
S22, the first cryptographic Hash inquiry is carried out in the database according to the first cryptographic Hash;
The present embodiment passes through the cryptographic Hash being converted to and carries out data base querying, and the present embodiment has prestored greatly in the database Amount downloading interface template, the corresponding cryptographic Hash of each downloading interface template.Wherein, the downloading interface template is packaged Display interface software package calls directly the software package when system has determined the downloading interface to be shown, can show corresponding The downloading interface of template, personalization level are high.
S23, the cryptographic Hash inquired by the first cryptographic Hash obtain matched default downloading interface.
S3, the individuation data that user prestores is obtained, the individuation data includes user's gender, age of user, user The history of occupation and user use interface;
Specifically, the step S3 the following steps are included:
S31, each history for calculating user use the duration at interface;
S32, the first weight is determined using the duration at interface according to each history;
S33, the second weight is determined according to user's gender;
S34, third weight is determined according to age of user;
S35, the 4th weight is determined according to user's occupation;
S36, according to the first weight, the second weight, third weight and the 4th weight, calculate the preference information of user.
The present embodiment calculates corresponding use then in conjunction with weighted value by every weight of the individuation data of calculating user Family preference information, the preference information calculated according to weighted value can more accurately determine the individuation data of user, after It is continuous more accurately to find corresponding target downloading interface.
In the present embodiment, presetting each history using the initial weight ratio of the duration at interface is 0.3, at the beginning of user's gender Beginning weight proportion is 0.2;The initial weight ratio of age of user is 0.2;The initial weight ratio of user's occupation is 0.3.
For example, when history is longer using the duration at interface (for example, duration is greater than 1 month), adjustment history uses interface Duration weight proportion be 0.4;The weight proportion for adjusting user's gender simultaneously is 0.1.
When age of user is in 20-40 years old, since the user of the age bracket is higher to the fastidious degree for using interface, The weight proportion that the weight proportion of age of user is adjusted to 0.3, while adjusting user's occupation is 0.2.
First weight, the second weight described in the present embodiment, third weight and the 4th weight can according to the actual situation into Mobile state adjustment confirmation, details are not described herein.
S4, the individuation data according to user search target in large database concept and download interface;
Specifically, the step S4 the following steps are included:
S41, calculate user individuation data the second cryptographic Hash;
S42, the second cryptographic Hash inquiry is carried out in the database according to the second cryptographic Hash;
S43, the cryptographic Hash inquired by the second cryptographic Hash obtain matched target downloading interface.
The calculating process of second cryptographic Hash of the present embodiment is identical as the calculating process of the first cryptographic Hash, no longer superfluous herein It states.
S5, the default similarity downloaded between interface and target downloading interface is calculated;
Specifically, the step S5 the following steps are included:
S51, the first representation vector for calculating default downloading interface;
S52, the second representation vector for calculating target downloading interface;
S53, it is represented according to first between the default downloading interface of the second representation vector of vector sum calculating and target downloading interface Similarity.
The present embodiment is determined by using Euclidean distance calculating method between default downloading interface and target downloading interface Similarity, the Euclidean distance being calculated is smaller, illustrates that similarity between the two is higher.
S6, judge whether similarity is less than preset threshold value, if so, showing default downloading showing interface;Conversely, then opening up Show that target downloads interface;
Wherein, it is described downloading interface content include task completeness, do not complete task list, be completed task list, Dynamical system timing time in seconds.
In the present embodiment, if similarity is less than preset threshold value, illustrate that boundary is downloaded at preset downloading interface and target Similarity between face is higher, and preset downloading interface can be directly used and be shown, user experience is preferable.
In addition, the content at the downloading interface of the present embodiment includes task completeness, does not complete task list, task is completed Inventory, dynamical system timing time in seconds, especially by dynamical system timing time in seconds, with The dynamic change of timing time, user can determine that the downloading task is in execution state when checking download progress, rather than under The error of load task or downloading have timed out, and then can continue to bear with downloading completion, not will cause unnecessary operation Fault, improves user experience.
The embodiment of the invention also provides a kind of, and the personalized downloading interface based on big data generates system, comprising:
At least one processor;
At least one processor, for storing at least one program;
When at least one described program is executed by least one described processor, so that at least one described processor is realized The personalized downloading interface creating method based on big data.
Suitable for this system embodiment, this system embodiment is implemented content in above method embodiment Function is identical as above method embodiment, and the beneficial effect reached and above method embodiment beneficial effect achieved It is identical.
In addition, the embodiment of the invention also provides a kind of storage mediums, wherein being stored with the executable instruction of processor, institute The executable instruction of processor is stated when executed by the processor for executing the personalized downloading interface based on big data Generation method.
In some selectable embodiments, the function/operation mentioned in a block diagram can not be mentioned according to operational illustrations The sequence arrived occurs.For example, depending on related function/operation, two boxes continuously shown can actually be by substantially On simultaneously execute or the box can be performed sometimes with reverse order.In addition, presented in flow chart of the invention and The embodiment of description is provided in an illustrative manner, and it is an object of the present invention to provide technology is more completely understood.Disclosed method is not It is limited to operation presented herein and logic flow.Selectable embodiment is it is contemplated that the wherein sequence quilt of various operations The sub-operation of a part for changing and being wherein described as larger operation is executed independently.
Although in addition, describe the present invention under the background of functional module, but it is to be understood that, unless otherwise opposite Illustrate, one or more of the function and/or feature can be integrated in single physical device and/or software module In or one or more functions and/or feature can be implemented in individual physical unit or software module.It can also manage Solution, the practical realization in relation to each module are discussed in detail for understanding that the present invention is unnecessary.More precisely, examining Consider in device disclosed herein in the case where the attribute of various functional modules, function and internal relations, engineer's It will understand that the practical realization of the module in routine techniques.Therefore, those skilled in the art can be in nothing with ordinary skill Need to realize the present invention illustrated in detail in the claims in the case where undue experimentation.It will also be appreciated that disclosed spy Determine concept to be merely illustrative, be not intended to limit the scope of the present invention, the scope of the present invention by the appended claims and The full scope of its equivalent program determines.
It, can be with if the function is realized in the form of SFU software functional unit and when sold or used as an independent product It is stored in a computer readable storage medium.Based on this understanding, technical solution of the present invention is substantially in other words The part of the part that contributes to existing technology or the technical solution can be embodied in the form of software products, the meter Calculation machine software product is stored in a storage medium, including some instructions are used so that a computer equipment (can be a People's computer, server or network equipment etc.) it performs all or part of the steps of the method described in the various embodiments of the present invention. And storage medium above-mentioned includes: that USB flash disk, mobile hard disk, read-only memory (ROM, Read-Only Memory), arbitrary access are deposited The various media that can store program code such as reservoir (RAM, Random Access Memory), magnetic or disk.
Expression or logic and/or step described otherwise above herein in flow charts, for example, being considered use In the order list for the executable instruction for realizing logic function, may be embodied in any computer-readable medium, for Instruction execution system, device or equipment (such as computer based system, including the system of processor or other can be held from instruction The instruction fetch of row system, device or equipment and the system executed instruction) it uses, or combine these instruction execution systems, device or set It is standby and use.For the purpose of this specification, " computer-readable medium ", which can be, any may include, stores, communicates, propagates or pass Defeated program is for instruction execution system, device or equipment or the dress used in conjunction with these instruction execution systems, device or equipment It sets.
The more specific example (non-exhaustive list) of computer-readable medium include the following: there are one or more wirings Electrical connection section (electronic device), portable computer diskette box (magnetic device), random access memory (RAM), read-only memory (ROM), erasable edit read-only storage (EPROM or flash memory), fiber device and portable optic disk is read-only deposits Reservoir (CDROM).In addition, computer-readable medium can even is that the paper that can print described program on it or other are suitable Medium, because can then be edited, be interpreted or when necessary with it for example by carrying out optical scanner to paper or other media His suitable method is handled electronically to obtain described program, is then stored in computer storage.
It should be appreciated that each section of the invention can be realized with hardware, software, firmware or their combination.Above-mentioned In embodiment, software that multiple steps or method can be executed in memory and by suitable instruction execution system with storage Or firmware is realized.It, and in another embodiment, can be under well known in the art for example, if realized with hardware Any one of column technology or their combination are realized: having a logic gates for realizing logic function to data-signal Discrete logic, with suitable combinational logic gate circuit specific integrated circuit, programmable gate array (PGA), scene Programmable gate array (FPGA) etc..
In the description of this specification, reference term " one embodiment ", " some embodiments ", " example ", " specifically show The description of example " or " some examples " etc. means specific features, structure, material or spy described in conjunction with this embodiment or example Point is included at least one embodiment or example of the invention.In the present specification, schematic expression of the above terms are not Centainly refer to identical embodiment or example.Moreover, particular features, structures, materials, or characteristics described can be any One or more embodiment or examples in can be combined in any suitable manner.
Although an embodiment of the present invention has been shown and described, it will be understood by those skilled in the art that: not A variety of change, modification, replacement and modification can be carried out to these embodiments in the case where being detached from the principle of the present invention and objective, this The range of invention is defined by the claims and their equivalents.
It is to be illustrated to preferable implementation of the invention, but the present invention is not limited to the embodiment above, it is ripe Various equivalent deformation or replacement can also be made on the premise of without prejudice to spirit of the invention by knowing those skilled in the art, this Equivalent deformation or replacement are all included in the scope defined by the claims of the present application a bit.

Claims (10)

1. the personalized downloading interface creating method based on big data, it is characterised in that: the following steps are included:
The identification information of downloading task is obtained, the identification information includes file size, filename, file directory and files classes Type;
Default downloading interface is obtained according to identification information match;
The individuation data that user prestores is obtained, the individuation data includes user's gender, age of user, user's occupation and uses The history at family uses interface;
According to the individuation data of user, target is searched in large database concept and downloads interface;
Calculate the similarity between default downloading interface and target downloading interface;
Judge whether similarity is less than preset threshold value, if so, showing default downloading showing interface;Conversely, then showing target Download interface;
Wherein, the content at the downloading interface includes task completeness, does not complete task list, task list is completed, with the second For the dynamical system timing time of unit.
2. the personalized downloading interface creating method according to claim 1 based on big data, it is characterised in that: described The step for obtaining default downloading interface according to identification information match, comprising the following steps:
According to identification information, the first cryptographic Hash is generated;
Carry out the first cryptographic Hash inquiry in the database according to the first cryptographic Hash;
The cryptographic Hash inquired by the first cryptographic Hash obtains matched default downloading interface.
3. the personalized downloading interface creating method according to claim 1 based on big data, it is characterised in that: described According to the individuation data of user, the step for target downloads interface is searched in large database concept, comprising the following steps:
Calculate the second cryptographic Hash of the individuation data of user;
Carry out the second cryptographic Hash inquiry in the database according to the second cryptographic Hash;
The cryptographic Hash inquired by the second cryptographic Hash obtains matched target downloading interface.
4. the personalized downloading interface creating method according to claim 1 based on big data, it is characterised in that: the meter The step for calculating the similarity between default downloading interface and target downloading interface, comprising the following steps:
Calculate first representation vector at default downloading interface;
Calculate second representation vector at target downloading interface;
The second representation vector of vector sum, which is represented, according to first calculates the default similarity downloaded between interface and target downloading interface.
5. the personalized downloading interface creating method according to claim 1 based on big data, it is characterised in that: described to obtain The step for taking the individuation data that family prestores, comprising the following steps:
The each history for calculating user uses the duration at interface;
The first weight is determined using the duration at interface according to each history;
The second weight is determined according to user's gender;
Third weight is determined according to age of user;
The 4th weight is determined according to user's occupation;
According to the first weight, the second weight, third weight and the 4th weight, the preference information of user is calculated.
6. the personalized downloading interface based on big data generates system, it is characterised in that: include:
First obtains module, for obtaining the identification information of downloading task, the identification information include file size, filename, File directory and file type;
Matching module, for obtaining default downloading interface according to identification information match;
Second obtains module, and the individuation data prestored for obtaining user, the individuation data includes user's gender, user The history at age, user's occupation and user uses interface;
Searching module searches target in large database concept and downloads interface for the individuation data according to user;
Similarity calculation module, for calculating the similarity between default downloading interface and target downloading interface;
Display module, for judging whether similarity is less than preset threshold value, if so, showing default downloading showing interface;Instead It, then show that target downloads interface;
Wherein, the content at the downloading interface includes task completeness, does not complete task list, task list is completed, with the second For the dynamical system timing time of unit.
7. the personalized downloading interface according to claim 6 based on big data generates system, it is characterised in that: described Include: with module
Generation unit, for generating the first cryptographic Hash according to identification information;
Query unit, for carrying out the first cryptographic Hash inquiry in the database according to the first cryptographic Hash;
Matching unit, the cryptographic Hash for being inquired by the first cryptographic Hash obtain matched default downloading interface.
8. the personalized downloading interface according to claim 6 based on big data generates system, it is characterised in that: described the Two, which obtain modules, includes:
Computing unit, each history for calculating user use the duration at interface;
First determination unit, for determining the first weight using the duration at interface according to each history;
Second determination unit, for determining the second weight according to user's gender;
Third determination unit, for determining third weight according to age of user;
4th determination unit, for determining the 4th weight according to user's occupation;
Collection unit, for calculating the preference information of user according to the first weight, the second weight, third weight and the 4th weight.
9. the personalized downloading interface based on big data generates system, it is characterised in that: include:
At least one processor;
At least one processor, for storing at least one program;
When at least one described program is executed by least one described processor, so that at least one described processor is realized as weighed Benefit requires the personalized downloading interface creating method described in any one of 1-5 based on big data.
10. a kind of storage medium, wherein being stored with the executable instruction of processor, it is characterised in that: the processor is executable Instruction when executed by the processor for executing under the personalization according to any one of claims 1 to 5 based on big data Carry interface creating method.
CN201910757824.6A 2019-08-16 2019-08-16 Personalized downloading interface creating method, system and storage medium based on big data Pending CN110471660A (en)

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Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111049887A (en) * 2019-11-29 2020-04-21 天脉聚源(杭州)传媒科技有限公司 Download control method, system and storage medium based on dynamic search strategy
CN111459485A (en) * 2020-04-01 2020-07-28 中国银行股份有限公司 Transaction interface evaluation method and device
CN111897618A (en) * 2020-08-12 2020-11-06 曙光信息产业(北京)有限公司 UI interface determination method and device and storage medium
CN113283627A (en) * 2020-12-15 2021-08-20 深圳怡化电脑股份有限公司 Service providing method, device, electronic equipment and machine readable medium

Cited By (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111049887A (en) * 2019-11-29 2020-04-21 天脉聚源(杭州)传媒科技有限公司 Download control method, system and storage medium based on dynamic search strategy
CN111459485A (en) * 2020-04-01 2020-07-28 中国银行股份有限公司 Transaction interface evaluation method and device
CN111459485B (en) * 2020-04-01 2023-09-19 中国银行股份有限公司 Evaluation method and device of transaction interface
CN111897618A (en) * 2020-08-12 2020-11-06 曙光信息产业(北京)有限公司 UI interface determination method and device and storage medium
CN111897618B (en) * 2020-08-12 2023-10-31 曙光信息产业(北京)有限公司 Method and device for determining UI interface and storage medium
CN113283627A (en) * 2020-12-15 2021-08-20 深圳怡化电脑股份有限公司 Service providing method, device, electronic equipment and machine readable medium

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