CN105653580A - Feature information determination and judgment methods and devices as well as application method and system thereof - Google Patents

Feature information determination and judgment methods and devices as well as application method and system thereof Download PDF

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Publication number
CN105653580A
CN105653580A CN201510959266.3A CN201510959266A CN105653580A CN 105653580 A CN105653580 A CN 105653580A CN 201510959266 A CN201510959266 A CN 201510959266A CN 105653580 A CN105653580 A CN 105653580A
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China
Prior art keywords
characteristic information
user
individual characteristic
information
user individual
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CN201510959266.3A
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Chinese (zh)
Inventor
马璇
张金晶
常富洋
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Beijing Qihoo Technology Co Ltd
Qizhi Software Beijing Co Ltd
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Beijing Qihoo Technology Co Ltd
Qizhi Software Beijing Co Ltd
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Application filed by Beijing Qihoo Technology Co Ltd, Qizhi Software Beijing Co Ltd filed Critical Beijing Qihoo Technology Co Ltd
Priority to CN201510959266.3A priority Critical patent/CN105653580A/en
Publication of CN105653580A publication Critical patent/CN105653580A/en
Pending legal-status Critical Current

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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90—Details of database functions independent of the retrieved data types
    • G06F16/95—Retrieval from the web
    • G06F16/953—Querying, e.g. by the use of web search engines
    • G06F16/9535—Search customisation based on user profiles and personalisation

Abstract

The invention relates to a computer information processing technology, in particular to user personalized feature information determination and judgment methods and devices as well as an application method and system thereof. The user personalized feature information determination method comprises the following steps: obtaining user personal data and an application program list generated in a mobile terminal to form a personal data set, wherein the user personal data is used for reflecting personal feature information; submitting the personal data set to a cloud server through a remote interface so as to enable the server to judge the user personalized feature information; receiving the user personalized feature information pushed by the cloud server and judged according to the personal data set; and completing local setting according to the user personalized feature information. According to the user personalized feature information determination and judgment methods and devices, the user personalized feature information can be intelligently and automatically determined and then undergo effective deep application, so that the intelligent degree and the safety function of the mobile terminal are improved.

Description

Characteristic information is determined, decision method and device and its application method and system
Technical field
The present invention relates to Computerized Information Processing Tech, specifically, the present invention relates to some aspects, specifically comprise a kind of user individual characteristic information defining method and corresponding device, a kind of user individual characteristic information decision method and corresponding device, a kind of content personalization recommend method and corresponding device, the personalized hold-up interception method of a kind of pushed information and corresponding device thereof.
Background technology
Information is carried out intelligent processing method, is an important topic of current computer technology. At present the most representative it be applied in various mobile terminal and embodied in conjunction with field with cloud service technology, high in the clouds utilizes big data to realize data mining, and mobile terminal can realize the data gathering of these big data and excavate the profound application of rear data.
About a kind of typical application of intelligent processing method technology, it is the personalisation process to information, the customized information for Internet user can be gone out based on big data mining in the industry, formulate the personalized scheme for this user, thus, it is to increase the intelligence degree of information process-.
Concrete to mobile terminal Application Areas, mobile terminal is generally held by a user, user is by downloading the application program corresponding with cloud server and uses the login of its user account to set up with cloud server to contact, cloud server just can realize, by its corresponding application program, the information acquisition being associated with such user account, thus utilizing this kind of data of magnanimity to realize data mining, final formation is corresponding to the customized information of each user account.
But, current multiple similar techniques, how to carry out for user's networking activity, such as gather the search keyword of browser, and user's activity on mobile terminals is obviously not limited to above-mentioned scope, thus, it can be seen that, the intelligent processing method technology provided for mobile terminal in prior art has limitation, the effect of the effective personalized recommendation of more difficult realization.
Further, angle for the information security of broad sense is considered, user expects to obtain the more proper information of some and self-demand sometimes, in addition information all can be considered harassing and wrecking, should be tackled, obviously, this kind of demand is satisfied, it is also desirable to depend on accurate and intelligent personalisation process technology.
In view of above-mentioned Problems existing, it can be seen that this area correlation technique still has the space of lifting.
Summary of the invention
The primary and foremost purpose of the present invention is intended to solve at least one problem above-mentioned, it is provided that a kind of user individual characteristic information defining method based on the realization of mobile terminal intrinsic information and corresponding device thereof.
Another object of the present invention, is to solve at least one problem above-mentioned, it is provided that a kind of user individual characteristic information of obtaining based on aforementioned primary and foremost purpose and the content personalization recommend method that performed and accordingly device.
Another object of the present invention, is to solve at least one problem above-mentioned, it is provided that a kind of user individual feature of obtaining based on aforementioned primary and foremost purpose and the personalized hold-up interception method of pushed information that performed and accordingly device.
A further object of the present invention, is to solve at least one problem above-mentioned, or corresponding to one of above-mentioned purpose, it is provided that a kind of user individual characteristic information decision method and corresponding device thereof.
In order to realize above-mentioned various object, the following various technical scheme of the corresponding employing of the present invention:
A kind of user individual characteristic information defining method provided by the invention, comprises the following steps:
Obtain in mobile terminal users personal data and the application list for reflecting personal characteristic information of producing, form personal data collection;
Described personal data collection is submitted to cloud server, to be supplied to the individualized feature information that described server judges user according to this by remote interface;
Receive the user individual characteristic information judged according to described personal data collection that described cloud server pushes;
Complete the machine according to described user individual characteristic information to arrange.
Further, described users personal data derives from the keyword formed after the breath of the SMS to the machine carries out word segmentation processing.
Further, the third-party application program that system that what described the application list only comprised that user installs voluntarily do not belong to carries.
Preferably, the application program in described the application list is characterized with its bag name or signature.
Concrete, described individualized feature information but be not limited to belong to any one or more as follows of described user: sex, preference, blood group, constellation.
Further, after completing the machine setting according to described user individual characteristic information, the content causing the machine part to arrange item is updated automatically.
A kind of user individual characteristic information determining device of the corresponding offer of the present invention, comprising:
Acquiring unit, for obtaining in mobile terminal users personal data and the application list for reflecting personal characteristic information produced, forms personal data collection;
Submit unit to, for submitting described personal data collection by remote interface to cloud server, to be supplied to the individualized feature information that described server judges user according to this;
Receive unit, for receiving the user individual characteristic information judged according to described personal data collection that described cloud server pushes;
Setting unit, is arranged for completing the machine according to described user individual characteristic information.
Further, described users personal data derives from the keyword formed after the breath of the SMS to the machine carries out word segmentation processing.
Further, the third-party application program that system that what described the application list only comprised that user installs voluntarily do not belong to carries.
Preferably, the application program in described the application list is characterized with its bag name or signature.
Concrete, described individualized feature information but be not limited to belong to any one or more as follows of described user: sex, preference, blood group, constellation.
Further, after completing the machine setting according to described user individual characteristic information, the content causing the machine part to arrange item is updated automatically.
A kind of content personalization recommend method provided by the invention, it comprises the steps:
Perform such as the user individual characteristic information defining method that primary and foremost purpose provides, to complete the setting of at least one user individual characteristic information;
The content-data that remote download is mated mutually with set described user individual characteristic information is to the machine;
Format described content-data and shown.
Preferably, described content-data is commodity or service pushed information, or application program recommendation information.
Further, before content-data described in remote download, user confirms instruction to receive first to eject interactive window.
Further, present method also comprises subsequent step: it is in response to the user operation acting on described content-data, and turns to the network site of access preset.
A kind of content personalization commending system of the corresponding offer of the present invention, comprising:
Such as the user individual characteristic information determining device that primary and foremost purpose of the present invention provides, for completing the setting of at least one user individual characteristic information;
Download apparatus, the content-data mated mutually for remote download and set described user individual characteristic information is to the machine;
Treatment unit, for formaing described content-data and shown.
Preferably, described content-data is commodity or service pushed information, or application program recommendation information.
Further, described download apparatus is configured to before content-data described in remote download, and user confirms instruction to receive first to eject interactive window.
Further, the present invention also comprises interactive device: it is in response to the user operation acting on described content-data, and turns to the network site of access preset.
The personalized hold-up interception method of a kind of pushed information provided by the invention, comprises the steps:
Perform such as the user individual characteristic information defining method that primary and foremost purpose of the present invention provides, to complete the setting of at least one user individual characteristic information;
The pushed information that interception the machine application program receives, checks whether described pushed information mates mutually with described user individual characteristic information;
When pushed information is mated mutually with described user individual characteristic information, the display of this pushed information of letting pass, otherwise, stop this pushed information to show.
Further, the present invention has also comprised the steps: that open described user individual characteristic information is to the priority assignation of third-party application procedure sharing.
Further, the present invention has also comprised the steps: that described user individual characteristic information arranges the synchronized update with cloud user account setup in the machine.
Further, the pushed information that described interception the machine application program receives, check in the step whether described pushed information mates mutually with described user individual characteristic information: after tackling described pushed information, this pushed information or its characteristic information are sent to cloud server and check whether it mates mutually with described user individual characteristic information.
The personalized intercepting system of a kind of pushed information of the corresponding offer of the present invention, comprising:
Such as the user individual characteristic information determining device that primary and foremost purpose of the present invention provides, for completing the setting of at least one user individual characteristic information;
Acquisition mechanism, for intercepting and capturing the pushed information that the machine application program receives, checks whether described pushed information mates mutually with described user individual characteristic information;
Executive device, for when pushed information is mated mutually with described user individual characteristic information, the display of this pushed information of letting pass, otherwise, stop this pushed information to show.
Further, the present invention also comprises authority device, for completing open described user individual characteristic information to the priority assignation of third-party application procedure sharing.
Further, the present invention also comprises synchronous device, arranges the synchronized update with cloud user account setup for completing described user individual characteristic information in the machine.
Further, described acquisition mechanism is configured to this pushed information or its characteristic information be sent to cloud server and checks whether it mates mutually with described user individual characteristic information after the described pushed information of interception.
A kind of user individual characteristic information decision method provided by the present invention, comprises the steps:
Receive the personal data collection that user submits to, therefrom obtain users personal data and the application list for reflecting personal characteristic information of user;
For described users personal data and the application list, the data based on presetting database are analyzed, to determine the user individual characteristic information corresponding to described users personal data and the application list;
Described user individual characteristic information is pushed to corresponding user.
Concrete, described preset data library storage corresponds to the bag name of the application program in described the application list and sorts out attribute information, and store the classification attribute information of the keyword of described users personal data, according to the rule preset, set up two kinds and sort out the association between attribute information, and determine a corresponding described user individual characteristic information for often organizing association.
Preferably, aforementioned when analyzing, utilize keyword and contained application program contained by personal data that user submits to, in described presetting database, perform retrieval, to determine that described one group associates, and determine a corresponding described user individual characteristic information.
Further, the present invention also comprises subsequent step: push the pushed information mated mutually with user individual characteristic information described in it to described user.
Further, the present invention also comprises subsequent step: complete the setting of described user individual characteristic information in this user's cloud user account.
A kind of user individual characteristic information of the corresponding offer of the present invention judges device, comprising:
Receive unit, for receiving the personal data collection that user submits to, therefrom obtain users personal data and the application list for reflecting personal characteristic information of user;
Analytical unit, for for described users personal data and the application list, the data based on presetting database are analyzed, to determine the user individual characteristic information corresponding to described users personal data and the application list;
Feature pushes unit, for described user individual characteristic information is pushed to corresponding user.
Concrete, described preset data library storage corresponds to the bag name of the application program in described the application list and sorts out attribute information, and store the classification attribute information of the keyword of described users personal data, according to the rule preset, set up two kinds and sort out the association between attribute information, and determine a corresponding described user individual characteristic information for often organizing association.
Concrete, described analytical unit is configured to, when it is analyzed, utilize keyword and contained application program contained by personal data that user submits to, described presetting database performs retrieval, to determine that described one group associates, and determines a corresponding described user individual characteristic information.
Further, the present invention also comprises content and pushes unit, for pushing the pushed information mated mutually with user individual characteristic information described in it to described user.
Further, the present invention also comprises setting unit, for completing the setting of described user individual characteristic information in this user's cloud user account.
Compared to existing technology, the solution of the present invention has the following advantages:
1, the present invention can reflect by gathering on the mobile terminal that uses user and embodies the data such as the users personal data of user's use habit, third-party application program listing, form personal data collection, the basis of personal data collection is analyzed, finally judge, determine certain personal characteristic information of user, the sex of such as user, constellation, preference, blood group etc., such that it is able to the setting of auxiliary completing user in the system or application program of the machine, improve user data collecting efficiency, optimizing user is experienced, it is achieved more intelligent automatization reciprocal process.
2, further, by the reception of the personal data collection all as the aforementioned to multiple user and process, play the effect of data mining, can determine for aforementioned and judge that individual subscriber characteristic information provides more effective statistics foundation so that the individual subscriber characteristic information on mobile terminal is determined to become more efficient and accurate.
3, at secure context, by the deep utilization to the present invention's determined individual subscriber characteristic information, both can apply in scene at some and play a positive role in the safety precaution of mobile terminal, interception forms the pushed information of harassing and wrecking, improve the safety applications grade of mobile terminal, scene can also be applied especially in commercial applications scene at other, be that the content-data that user receives provides content more accurately to throw in, the input of such as ad content.
Obviously, the above-mentioned description about advantage of the present invention is generality, and more advantage describes and will be embodied in follow-up embodiment announcement, and, the content that those skilled in the art can also be disclosed reasonably finds other plurality of advantages of the present invention.
The aspect that the present invention adds and advantage will part provide in the following description, and these will become obvious from the following description, or be recognized by the practice of the present invention.
Accompanying drawing explanation
The present invention above-mentioned and/or additional aspect and advantage will become obviously with it should be readily understood that wherein from the following description of the accompanying drawings of embodiments:
Fig. 1 is the schematic flow sheet of a kind of user individual characteristic information defining method of the present invention;
Fig. 2 is the schematic flow sheet of a kind of content personalization recommend method of the present invention;
Fig. 3 is the schematic flow sheet of the personalized hold-up interception method of a kind of recommendation information of the present invention;
Fig. 4 is the schematic flow sheet of a kind of user individual characteristic information decision method of the present invention;
Fig. 5 is the principle schematic of a kind of user individual characteristic information determining device of the present invention;
Fig. 6 is the principle schematic of a kind of content personalization commending system of the present invention;
Fig. 7 is the principle schematic of the personalized intercepting system of a kind of recommendation information of the present invention;
Fig. 8 is the principle schematic that a kind of user individual characteristic information of the present invention judges device.
Embodiment
Being described below in detail embodiments of the invention, the example of described embodiment is shown in the drawings, and wherein same or similar label represents same or similar element or has element that is identical or similar functions from start to finish. It is exemplary below by the embodiment being described with reference to the drawings, only for explaining the present invention, and limitation of the present invention can not be interpreted as.
It can be appreciated that unless expressly stated, odd number form " " used herein, " one ", " described " and " being somebody's turn to do " also can comprise plural form to those skilled in the art of the present technique.Should be further understood that, the wording " comprising " used in the specification sheets of the present invention refers to there is described feature, integer, step, operation, element and/or assembly, but does not get rid of and exist or add other features one or more, integer, step, operation, element, assembly and/or their group. It is to be understood that when we claim element be " connected " or " coupling " to another element time, it can be directly connected or coupled to other elements, or can also there is intermediary element. In addition, used herein to " connection " or " coupling " can comprise wireless connections or wireless couple. What wording "and/or" used herein comprised that one or more is associated list the whole of item or any cell and all combinations.
It can be appreciated that unless otherwise defined, all terms used herein (comprise technical term and scientific terminology) to those skilled in the art of the present technique, have the meaning identical with the general understanding of the those of ordinary skill in art of the present invention. It should also be understood that, those terms of definition in such as general dictionary, should be understood to that there is the meaning consistent with the meaning in the context of prior art, and unless by specific definitions as here, otherwise can not explain by idealized or too formal implication.
Those skilled in the art of the present technique are appreciated that, here " terminal ", " terminating unit " that use both had comprised the equipment of wireless signal receiver, it only possesses the equipment of the wireless signal receiver of non-emissive ability, comprise again the equipment receiving and launching hardware, it has and on bidirectional communication link, can perform the reception of two-way communication and launch the equipment of hardware. This kind of equipment can comprise: honeycomb or other signal equipments, its honeycomb or other signal equipment of having single multi-line display or multi-line indicating meter or not having multi-line indicating meter; PCS (PersonalCommunicationsService, personal communications system), it can combine voice, data processing, fax and/or its communication ability; PDA (PersonalDigitalAssistant, personal digital assistant), it can comprise radio frequency receiver, pager, the Internet/intranet access, web browser, notepad, calendar and/or GPS (GlobalPositioningSystem, global positioning system (GPS)) receptor; Conventional on knee and/or palmtop computer or other equipment, it has and/or comprises conventional on knee and/or palmtop computer or other equipment of radio frequency receiver. Here " terminal ", " terminating unit " used can be portable, can transport, be arranged in the vehicles (aviation, sea-freight and/or land), or it is suitable for and/or it is configured at local runtime, and/or with distribution form, any other position operating in the earth and/or space is run. Here " terminal ", " terminating unit " used can also be communication terminal, access terminals, music/video playback terminal, can be such as PDA, MID (MobileInternetDevice, mobile internet device) and/or there is the mobile telephone of music/video playing function, it is also possible to it is the equipment such as intelligent television, Set Top Box.
Those skilled in the art of the present technique are it can be appreciated that the remote network devices that uses here, and it includes but not limited to the cloud that computer, network main frame, the single webserver, multiple webserver collection or multiple server are formed.At this, cloud is made up of a large amount of computer or the webserver based on cloud computing (CloudComputing), and wherein, cloud computing is the one of distributed computing, the super virtual machine being made up of the computer collection of a group loose couplings. In embodiments of the invention, realize communicating by any signalling methods between remote network devices, terminating unit with WNS server, include but not limited to, the mobile communication based on 3GPP, LTE, WIMAX, the computer network communication based on TCP/IP, udp protocol and the low coverage wireless transmission method based on bluetooth, Infrared Transmission standard.
It is noted that the technical scheme of the present invention, in theory, type selecting with operating system is unrelated, all applicable for operating systems such as windows, android, IOS. But it is the facility illustrated, will mainly be described for Android below.
Consult Fig. 1, a kind of individual subscriber characteristic information defining method that the present invention discloses as follows, comprise the steps:
Step S11, users personal data and the application list for reflecting personal characteristic information of obtaining generation in mobile terminal, form personal data collection;
Mobile terminal includes multiple personal information, wherein comparatively frequently produces, and can reflect personal characteristic information, is that user is in the data carrying out in social process producing. The social software of third party does not allow to carry out data gathering usually, and the mutual function of short message realized based on mobile communication network on mobile terminal, because its transmission is stable and non-instant and another tool feature, and there is relatively more open access usually may. And user is received by short message function or the various information that send, usually certain demand or certain wish of user is represented, thus, it is enough to embody the personal characteristic information such as the such as sex of user, preference, constellation, blood group, because the personal characteristic information of this several types, in theory, or say to a certain extent, it is the mark of user's character trait, in the behavioural habits acting on user, finally will be reflected in these user data.
In view of this, one of data gathering approach of the present invention is that the content to SMS breath is collected, on this basis, in order to realize the facility retrieved and analyze, it is possible to the short message obtained is carried out participle, to determine that more efficiently keyword is for subsequent disposal. Therefore, described users personal data preferably derives from the keyword formed after the breath of the SMS to the machine carries out word segmentation processing. Certainly, the present invention does not queue up and obtains originating from other user data and the possibility of personal data collection described in being formed, and any similar replacement means, all should be considered as the equivalent replacement to this step of the present invention.
The two of the approach of data gathering of the present invention determine by the third-party application program of user installation being analyzed. Citing, in Android operation system, the application program that system carries is positioned at system/app catalogue, and the application program that user installs voluntarily is positioned at data/app catalogue. Owing to system is from the not representative of consumer behavior usually of the application program of band portion, the application program that user installs voluntarily then normally comes what selectivity was installed according to the rigid demand of user or hobby, each application program is the embodiment of certain aspect function, therefore, for individual subscriber characteristic information, third-party application program listing has also just possessed certain representativeness.The identification of the application program in application programs list, it will be appreciated by those skilled in the art that, it is possible to is embodied its uniqueness characteristic by its bag name or MD5 signature, thus identifies each application program.
The present invention had both gathered short message, acquisition applications program listing again, it is due in daily research process, the combination of these two kinds of personal data can judge more scientificly and determine individual subscriber characteristic information, and can greatly reduce complexity on technology realizes, relatively low at the obstacle of authority management aspect. The data set constructed by these two kinds of personal data, cloud server can be submitted on the one hand and do the use judging individual subscriber characteristic information, the basic tectonic unit of the mass data of cloud server can also be acted on the other hand, it is aided with the accurate degree improving constantly this kind and judging.
Step S12, submit described personal data collection by remote interface to cloud server, to be supplied to the individualized feature information that described server judges user according to this;
Owing to mobile terminal is generally thin-client type, the decision technology of relevant user personal characteristic information realizes at cloud server usually, thus, this step, by remote interface to the personal data collection described in cloud server submission, follow-up described cloud server just can judge the personal characteristic information of user according to this. About the technology contents realizing in cloud server judging, fully disclose in a kind of individual subscriber characteristic information decision method disclosed in follow-up the present invention further, wouldn't repeat.
Step S13, receive described cloud server push according to described personal data collection judge user individual characteristic information;
After described cloud server determines user individual characteristic information according to described personal data collection, as an aspect of the function that cloud server realizes, push the final user personality characteristic information of feedback by this mobile terminal. Such as, aforementioned about in personal characteristic information: sex. The short message of cloud server according to user's submission comprises " lady's " keyword, and its application list comprises the application program in " store ", just can roughly estimate this user is women, thus as its personal characteristic information, this information is fed back to mobile terminal itself. For information such as other such as preference, constellation, blood groups, then can be judged by method of induction in conjunction with more known mathematical algorithms by those skilled in the art, the disposition of other personal characteristic information do not illustrated in the present invention is also similar, therefore does not describe in detail for this reason at this.
Step S14, complete the machine according to described user individual characteristic information arrange.
After determining described user individual characteristic information in a previous step, just can complete further to arrange in the machine, such as, present method performs in an application program, the interior attached page that userspersonal information is set, after the program process of application present method listens to the user individual characteristic information of cloud server feedback, just this information can be written to and corresponding arrange in item, assist the machine to arrange.
In some scene according to these personal characteristic information generation associated configuration, such as, the shopping that shopping application program may adapt to men and women's difference and provide different is experienced, in this case, once this step complete described user individual characteristic information the machine arrange after, just can call the configuration scheme application programs corresponding with this individualized feature information and carry out necessary configuration, upgrade its associated viscera, thus allow user's Geng Yi perception.
Consulting Fig. 2, a kind of content personalization recommend method that the present invention discloses, be the further utilization to aforementioned user individual characteristic information, it comprises the steps:
Step S21: first call aforesaid user individual characteristic information defining method, to complete the setting of at least one user individual characteristic information; Still be set to example with aforementioned relevant sex, by calling aforesaid defining method, submit the personal data collection of this mobile terminal to cloud server, and receive cloud server feedback user's sex for " female " content is set, complete the machine arrange.
Step S22: the content-data that remote download is mated mutually with set described user individual characteristic information is to the machine;
In this step, for the utilization to user's sex of aforementioned setting being this individualized feature information of female, current process of application program, or backstage process, just content can be set according to this, submit content requests to other servers, or only reception meets this propelling movement content arranging content. Such as, a shopping application, it is possible to arrange accordingly, improves, to the server of its acquiescence, the advertisement video content downloading women clothing information, the advertisement video content meeting this requirement is downloaded in the machine. Obviously, this advertisement video content-data will be that " female " user individual characteristic information is suitable with sex.
Step S23: format described content-data and shown.
After obtaining the content of above-mentioned download, just the scheme can preset according to application program, the content-data obtained is carried out format display, such as, the top display etc. that advertisement video content-data is fixed on according to certain size mobile terminal display screen, thus realize the technical scheme carrying out commending contents according to user personality characteristic information.
It is noted that can be commodity or service pushed information at front described content-data, it is possible to think application program recommendation information. Such as, in application shop, it is possible to provide the application program such as " big aunt ", " child-bearing treasured book " for female user, it is possible to provide the application program such as " Mr. football ", " machinery treasured book " for male user.
As the improvement to previous embodiment, can before content-data described in remote download, user confirms instruction to receive first to eject interactive window, after user confirms to receive corresponding content-data, just start to download corresponding content-data, thus can improve the Consumer's Experience of user further.
And for the reciprocal process after content-data format is shown to user, owing to the effect of display is normally in order to follow-up mutual, therefore, it is possible in response to the user operation acting on described content-data, and turn to the network site of access preset. Such as, the summary information of a recommended application program is displayed in the page with content-data, after user clicks, just can directly turn to the link downloading this application program, thus automatically complete the download process of the application program of this recommendation.
Consult Fig. 3, the personalized hold-up interception method of a kind of pushed information of the present invention, it is the application of the another aspect to described user individual characteristic information, is usually implemented in safety applications program, it comprises the steps:
Step S31: with reason, perform aforementioned user individual characteristic information defining method, to complete the setting of at least one user individual characteristic information;
Step S32: the pushed information that interception the machine application program receives, checks whether described pushed information mates mutually with described user individual characteristic information;
The various application programs of mobile terminal, usually all have and carry out mutual function with corresponding cloud server. Many application programs can download various advertising message voluntarily, agrees to without user or selects namely directly to push its information, particularly various advertisement downloaded of display. This category information is considered as harassing and wrecking information by computer safety field.
Computer security technique extensively adopt HOOK technology the various functions of application program to be monitored carry out hook interception, to realize the monitoring of the event behavior to these application programs, corresponding different event behavior is called different hook functions and is processed, thus realizes making corresponding safety precaution process according to different behaviors.
Wherein, term " hook " covers the technology of the behavior that the function for being transmitted between component software is called, message or event change or increase operating system, application program or other component softwares by interception. And process that the function that this kind be blocked calls, the code of event or message be just called as hook function. Hook is generally used for various target, comprises and function is debugged and function expanded. Its example tackles them before can being included in keyboard or mouse event transfer to application program, or hooking system service call (systemcall) or system function behavior, function execution result etc., to monitor or to revise function of application program or other assemblies etc. The present embodiment can adopt hook function to take over and installation file copies when described application program installation kit is installed the operation that can link up with arbitrarily interface into system.
Based on this principle, the command adapted thereto of various application program can be monitored by the secure software process that the present embodiment provides, particularly for for all the more so for downloading the function of PUSH message or similar content. After intercepting corresponding function, call the preset hook function of fail-safe software and judge the content-data downloaded or claim whether PUSH message mates mutually with the user individual characteristic information arranged in the machine, do subsequent disposal accordingly.
Step S33: when pushed information is mated mutually with described user individual characteristic information, the display of this pushed information of letting pass, otherwise, stop this pushed information to show.
As previously mentioned, after intercepting the event behavior downloading pushed information accordingly or showing the event behavior of the pushed information downloaded, just call corresponding hook function, the pushed information after interception is done further process. Concrete treating processes embodies in this step, also it is, judge described pushed information whether with active user's individualized feature information match, if mated mutually, the event behavior of monitored application program of then letting pass, this pushed information is allowed to continue even to be shown by the process of this application program, otherwise, null value can be returned to monitored application program, make it think corresponding event behavior completes by mistake, and for user interface, there is no substantial effect, therefore, it is possible to reach the object tackling corresponding pushed information.
It is to be noted, in said process, after interception pushed information, whether pushed information is mated mutually the judgement of this fact, it is possible to transfer to cloud server to realize, specifically with described user individual characteristic information, this pushed information or its characteristic information are sent to cloud server by the machine process, cloud server will check whether it mates mutually with described user individual characteristic information, feed back corresponding assay eventually to the machine, and the machine performs corresponding process according to this result again.
Really, in the present embodiment, fail-safe software is for the object of data sharing, open described user individual characteristic information can be configured to the priority assignation of third-party application procedure sharing, thus, third-party application program just can more intelligently be made the event behavior more adapted according to these user individual characteristic informations that fail-safe software provides, and pushes the information more meeting expectation to user.
On the other hand, in order to keep described user individual characteristic information, those information can be saved in the high in the clouds account of this user, it is possible to upgrades voluntarily by fail-safe software, completes described user individual characteristic information and arranges the synchronized update with cloud user account setup in the machine.
The some embodiments more than disclosed, all realize at mobile terminal. In fact, more relate to the functional realiey of the judgement realizing user individual characteristic information according to personal data collection, it is more suitable for being integrated in cloud server, so that result of determination is made by the data that the mobile terminal utilizing magnanimity gathers guarantees more accurately.
Consulting Fig. 4, the disclosed a kind of user individual characteristic information decision method being implemented in cloud server, comprises the steps:
Step S41: receive the personal data collection that user submits to, therefrom obtains users personal data and the application list for reflecting personal characteristic information of user;
Cloud server its remote interface open, for receiving the personal data collection that one or more mobile terminal remote is submitted to. For the personal data collection that a mobile terminal is submitted to, cloud server needs it to be resolved, to obtain users personal data wherein and the application list, the individualized feature information of user to be made a determination by subsequent step according to these information. As previously mentioned, users personal data major embodiment is some keywords, and the application list can show as its bag name or signature.
Step S42: for described users personal data and the application list, the data based on presetting database are analyzed, to determine the user individual characteristic information corresponding to described users personal data and the application list;
In order to realize described judgement function, it is clear that cloud server pre-structured database be used as data analysis. Described preset data library storage corresponds to the bag name of the application program in described the application list and sorts out attribute information, and store the classification attribute information of the keyword of described users personal data, according to the rule preset, set up two kinds and sort out the association between attribute information, and determine a corresponding described user individual characteristic information for often organizing association. Therefore, when personal data collection is analyzed by the data based on presetting database, utilize keyword and contained application program contained by personal data that user submits to, described presetting database performs retrieval, to determine that described one group associates, and determine a corresponding described user individual characteristic information. Such as, in a form in presetting database, store " male sex " corresponding keyword " football ", " machinery "; In another form, store the application package name " Mr. football " that " male sex " is corresponding, having an X-rayed in form at one, then with " machinery ", " male sex ", " Mr. football " are merged into an associated record, here, " male sex " this content just can be considered classification attribute information. Thus, as long as the personal data of user are concentrated there is " machinery " this keyword, and " Mr. football " this application package name, by retrieving these two options, cloud server just can determine that user's sex is for " male sex ", so that it is determined that be corresponding individualized feature information.
Obviously, the raw data of described presetting database can derive from the raw data acquisition of numerous mobile terminal, through artificial or cloud server Intelligent Machining classification, realizes the construction process of this kind of presetting database.
Step S43: described user individual characteristic information is pushed to corresponding user.
Cloud server can possess content simultaneously and push function, thus, after it determines the individualized feature information of user, it is possible to push the pushed information mated mutually with the described user individual characteristic information of its judgement to described user. With reason, cloud server can safeguard user's account system simultaneously, and completes the setting of described user individual characteristic information in this user's cloud user account voluntarily.
As the modular implementation to the above-mentioned various method example of the present invention, the present invention synchronously provides following some devices or system, is aided with and embodies its modular implementation thinking.
Consult Fig. 5, a kind of individual subscriber characteristic information determining device that the present invention discloses as follows, comprise acquiring unit 11, submit unit 12 to, receive unit 13 and setting unit 14. The concrete function that each unit realizes is as follows:
Described acquiring unit 11, for obtaining in mobile terminal users personal data and the application list for reflecting personal characteristic information produced, forms personal data collection.
Mobile terminal includes multiple personal information, wherein comparatively frequently produces, and can reflect personal characteristic information, is that user is in the data carrying out in social process producing. The social software of third party does not allow to carry out data gathering usually, and the mutual function of short message realized based on mobile communication network on mobile terminal, because its transmission is stable and non-instant and another tool feature, and there is relatively more open access usually may. And user is received by short message function or the various information that send, usually certain demand or certain wish of user is represented, thus, it is enough to embody the personal characteristic information such as the such as sex of user, preference, constellation, blood group, because the personal characteristic information of this several types, in theory, or say to a certain extent, it is the mark of user's character trait, in the behavioural habits acting on user, finally will be reflected in these user data.
In view of this, one of data gathering approach of the present invention is that the content to SMS breath is collected, on this basis, in order to realize the facility retrieved and analyze, it is possible to the short message obtained is carried out participle, to determine that more efficiently keyword is for subsequent disposal. Therefore, described users personal data preferably derives from the keyword formed after the breath of the SMS to the machine carries out word segmentation processing. Certainly, the present invention does not queue up and obtains originating from other user data and the possibility of personal data collection described in being formed, and any similar replacement means, all should be considered as the equivalent replacement to this acquiring unit of the present invention 11.
The two of the approach of data gathering of the present invention determine by the third-party application program of user installation being analyzed. Citing, in Android operation system, the application program that system carries is positioned at system/app catalogue, and the application program that user installs voluntarily is positioned at data/app catalogue. Owing to system is from the not representative of consumer behavior usually of the application program of band portion, the application program that user installs voluntarily then normally comes what selectivity was installed according to the rigid demand of user or hobby, each application program is the embodiment of certain aspect function, therefore, for individual subscriber characteristic information, third-party application program listing has also just possessed certain representativeness. The identification of the application program in application programs list, it will be appreciated by those skilled in the art that, it is possible to is embodied its uniqueness characteristic by its bag name or MD5 signature, thus identifies each application program.
The acquiring unit 11 of the present invention had both gathered short message, acquisition applications program listing again, it is due in daily research process, the combination of these two kinds of personal data can judge more scientificly and determine individual subscriber characteristic information, and can greatly reduce complexity on technology realizes, relatively low at the obstacle of authority management aspect. The data set constructed by these two kinds of personal data, cloud server can be submitted on the one hand and do the use judging individual subscriber characteristic information, the basic tectonic unit of the mass data of cloud server can also be acted on the other hand, it is aided with the accurate degree improving constantly this kind and judging.
Described submission unit 12, for submitting described personal data collection by remote interface to cloud server, to be supplied to the individualized feature information that described server judges user according to this.
Owing to mobile terminal is generally thin-client type, the decision technology of relevant user personal characteristic information realizes at cloud server usually, thus, in this submission unit 12, by remote interface to the personal data collection described in cloud server submission, follow-up described cloud server just can judge the personal characteristic information of user according to this. About the technology contents realizing in cloud server judging, judge device fully discloses further by a kind of individual subscriber characteristic information disclosed in follow-up the present invention, wouldn't repeat.
Described reception unit 13, for receiving the user individual characteristic information judged according to described personal data collection that described cloud server pushes.
After described cloud server determines user individual characteristic information according to described personal data collection, as an aspect of the function that cloud server realizes, push the final user personality characteristic information of feedback by this mobile terminal. Such as, aforementioned about in personal characteristic information: sex. The short message of cloud server according to user's submission comprises " lady's " keyword, and its application list comprises the application program in " store ", just can roughly estimate this user is women, thus as its personal characteristic information, this information is fed back to mobile terminal itself. For information such as other such as preference, constellation, blood groups, then can be judged by method of induction in conjunction with more known mathematical algorithms by those skilled in the art, the disposition of other personal characteristic information do not illustrated in the present invention is also similar, therefore does not describe in detail for this reason at this.
Described setting unit 14, completes the machine according to described user individual characteristic information and arranges.
After reception unit 13 determines described user individual characteristic information, just can complete further to arrange in the machine, such as, this setting unit 14 performs in a program process, the interior attached page that userspersonal information is set, after the program process of application this setting unit 14 listens to the user individual characteristic information of cloud server feedback, just this information can be written to and corresponding arrange in item, assist the machine to arrange.
In some scene according to these personal characteristic information generation associated configuration, such as, the shopping that shopping application program may adapt to men and women's difference and provide different is experienced, in this case, once this setting unit 14 complete described user individual characteristic information the machine arrange after, just can call the configuration scheme application programs corresponding with this individualized feature information and carry out necessary configuration, upgrade its associated viscera, thus allow user's Geng Yi perception.
Consult Fig. 6, a kind of content personalization commending system that the present invention discloses, being the further utilization to aforementioned user individual characteristic information, it comprises one for performing the described determining device 21 of the user individual characteristic information defining method of the present invention, download apparatus 22, treatment unit 23.The concrete function that each device realizes is as follows:
Described determining device 21, first it call aforesaid user individual characteristic information defining method, to complete the setting of at least one user individual characteristic information; Still be set to example with aforementioned relevant sex, by calling aforesaid defining method, submit the personal data collection of this mobile terminal to cloud server, and receive cloud server feedback user's sex for " female " content is set, complete the machine arrange.
Described download apparatus 22: the content-data mated mutually for remote download and set described user individual characteristic information is to the machine;
In download unit 22, for the utilization to user's sex of aforementioned setting being this individualized feature information of female, current process of application program, or backstage process, just content can be set according to this, content requests is submitted to, or only reception meets this propelling movement content arranging content to other servers. Such as, a shopping application, it is possible to arrange accordingly, improves, to the server of its acquiescence, the advertisement video content downloading women clothing information, the advertisement video content meeting this requirement is downloaded in the machine. Obviously, this advertisement video content-data will be that " female " user individual characteristic information is suitable with sex.
Described processing unit 23: for formaing described content-data and shown.
After obtaining the content of above-mentioned download, just the scheme can preset according to application program, the content-data obtained is carried out format display, such as, the top display etc. that advertisement video content-data is fixed on according to certain size mobile terminal display screen, thus realize the technical scheme carrying out commending contents according to user personality characteristic information.
It is noted that can be commodity or service pushed information at front described content-data, it is possible to think application program recommendation information. Such as, in application shop, it is possible to provide the application program such as " big aunt ", " child-bearing treasured book " for female user, it is possible to provide the application program such as " Mr. football ", " machinery treasured book " for male user.
As the improvement to previous embodiment, can before content-data described in remote download, user confirms instruction to receive first to eject interactive window, after user confirms to receive corresponding content-data, just start to download corresponding content-data, thus can improve the Consumer's Experience of user further.
And for the reciprocal process after content-data format is shown to user, owing to the effect of display is normally in order to follow-up mutual, therefore, it is possible in response to the user operation acting on described content-data, and turn to the network site of access preset. Such as, the summary information of a recommended application program is displayed in the page with content-data, after user clicks, just can directly turn to the link downloading this application program, thus automatically complete the download process of the application program of this recommendation.
Consult Fig. 7, the personalized intercepting system of a kind of pushed information of the present invention, being the application of the another aspect to described user individual characteristic information, be usually implemented in safety applications program, it comprises aforesaid determining device 31, acquisition mechanism 32 and executive device 33. The concrete function that each device realizes discloses as follows:
Described determining device 31, with reason, for performing aforementioned user individual characteristic information defining method, to complete the setting of at least one user individual characteristic information;
Described acquisition mechanism 32: for tackling the pushed information that the machine application program receives, check whether described pushed information mates mutually with described user individual characteristic information;
The various application programs of mobile terminal, usually all have and carry out mutual function with corresponding cloud server. Many application programs can download various advertising message voluntarily, agrees to without user or selects namely directly to push its information, particularly various advertisement downloaded of display. This category information is considered as harassing and wrecking information by computer safety field.
Computer security technique extensively adopt HOOK technology the various functions of application program to be monitored carry out hook interception, to realize the monitoring of the event behavior to these application programs, corresponding different event behavior is called different hook functions and is processed, thus realizes making corresponding safety precaution process according to different behaviors.
Wherein, term " hook " covers the technology of the behavior that the function for being transmitted between component software is called, message or event change or increase operating system, application program or other component softwares by interception. And process that the function that this kind be blocked calls, the code of event or message be just called as hook function. Hook is generally used for various target, comprises and function is debugged and function expanded. Its example tackles them before can being included in keyboard or mouse event transfer to application program, or hooking system service call (systemcall) or system function behavior, function execution result etc., to monitor or to revise function of application program or other assemblies etc. The present embodiment can adopt hook function to take over and installation file copies when described application program installation kit is installed the operation that can link up with arbitrarily interface into system.
Based on this principle, the command adapted thereto of various application program can be monitored by the secure software process of the acquisition mechanism 32 that the present embodiment provides, particularly for for all the more so for downloading the function of PUSH message or similar content. After intercepting corresponding function, call the preset hook function of fail-safe software and judge the content-data downloaded or claim whether PUSH message mates mutually with the user individual characteristic information arranged in the machine, do subsequent disposal accordingly.
Described executive device 33, for when pushed information is mated mutually with described user individual characteristic information, the display of this pushed information of letting pass, otherwise, stop this pushed information to show.
As previously mentioned, after intercepting the event behavior downloading pushed information accordingly at acquisition mechanism 32 or showing the event behavior of the pushed information downloaded, just call corresponding hook function, the pushed information after interception is done further process. Concrete treating processes is embodied in this executive device 33, also it is, executive device 33 judge described pushed information whether with active user's individualized feature information match, if mated mutually, the event behavior of monitored application program of then letting pass, this pushed information is allowed to continue even to be shown by the process of this application program, otherwise, null value can be returned to monitored application program, make it think corresponding event behavior completes by mistake, and for user interface, there is no substantial effect, therefore, it is possible to reach the object tackling corresponding pushed information.
It is to be noted, in said process, after interception pushed information, whether pushed information is mated mutually the judgement of this fact, it is possible to transfer to cloud server to realize, specifically with described user individual characteristic information, this pushed information or its characteristic information are sent to cloud server by the machine process, cloud server will check whether it mates mutually with described user individual characteristic information, feed back corresponding assay eventually to the machine, and the machine performs corresponding process according to this result again.
Really, in the present embodiment, fail-safe software is for the object of data sharing, open described user individual characteristic information can be configured to the priority assignation of third-party application procedure sharing, thus, third-party application program just can more intelligently be made the event behavior more adapted according to these user individual characteristic informations that fail-safe software provides, and pushes the information more meeting expectation to user.
On the other hand, in order to keep described user individual characteristic information, those information can be saved in the high in the clouds account of this user, it is possible to upgrades voluntarily by fail-safe software, completes described user individual characteristic information and arranges the synchronized update with cloud user account setup in the machine.
The some embodiments more than disclosed, all realize at mobile terminal. In fact, more relate to the functional realiey of the judgement realizing user individual characteristic information according to personal data collection, it is more suitable for being integrated in cloud server, so that result of determination is made by the data that the mobile terminal utilizing magnanimity gathers guarantees more accurately.
Consulting Fig. 8, the disclosed a kind of user individual characteristic information being implemented in cloud server judges device, comprises and receives unit 41, analytical unit 42 with feature propelling movement unit 43. The concrete function that each unit realizes discloses as follows:
Described reception unit 41, for receiving the personal data collection that user submits to, therefrom obtains users personal data and the application list for reflecting personal characteristic information of user.
Cloud server its remote interface open, for receiving the personal data collection that one or more mobile terminal remote is submitted to. For the personal data collection that a mobile terminal is submitted to, cloud server needs it to be resolved, to obtain users personal data wherein and the application list, the individualized feature information of user to be made a determination by follow-up unit according to these information. As previously mentioned, users personal data major embodiment is some keywords, and the application list can show as its bag name or signature.
Described analytical unit 42, for for described users personal data and the application list, the data based on presetting database are analyzed, to determine the user individual characteristic information corresponding to described users personal data and the application list.
In order to realize described judgement function, it is clear that cloud server pre-structured database be used as data analysis. Described preset data library storage corresponds to the bag name of the application program in described the application list and sorts out attribute information, and store the classification attribute information of the keyword of described users personal data, according to the rule preset, set up two kinds and sort out the association between attribute information, and determine a corresponding described user individual characteristic information for often organizing association. Therefore, when personal data collection is analyzed by the data based on presetting database, utilize keyword and contained application program contained by personal data that user submits to, described presetting database performs retrieval, to determine that described one group associates, and determine a corresponding described user individual characteristic information. Such as, in a form in presetting database, store " male sex " corresponding keyword " football ", " machinery "; In another form, store the application package name " Mr. football " that " male sex " is corresponding, having an X-rayed in form at one, then with " machinery ", " male sex ", " Mr. football " are merged into an associated record, here, " male sex " this content just can be considered classification attribute information.Thus, as long as the personal data of user are concentrated there is " machinery " this keyword, and " Mr. football " this application package name, by retrieving these two options, cloud server just can determine that user's sex is for " male sex ", so that it is determined that be corresponding individualized feature information.
Obviously, the raw data of described presetting database can derive from the raw data acquisition of numerous mobile terminal, through artificial or cloud server Intelligent Machining classification, realizes the construction process of this kind of presetting database.
Described feature pushes unit 43: described user individual characteristic information is pushed to corresponding user.
Cloud server can possess content simultaneously and push function, thus, after it determines the individualized feature information of user, it is possible to push unit by a content and push the pushed information mated mutually with the described user individual characteristic information of its judgement to described user. With reason, cloud server can safeguard user's account system simultaneously, and completes the setting of described user individual characteristic information in this user's cloud user account voluntarily by a setting unit.
For the facility understood, a typical application scene of the present invention is disclosed.
The above-mentioned various method (being applicable to various device and system with reason) of the present invention, except the method for cloud server and device are independently implemented in high in the clouds, remaining person all can realize in same set of safety applications program, make the operation of this safety applications program, relied on its process, particularly its backstage process regularly or irregularly gathers users personal data, especially to the acquisition of the various list of short message wherein and third-party application, and these data configurations are become personal data collection, submit to the cloud server having set up respective service, make a determination accordingly by cloud server, user individual characteristic information after judgement is fed back to the safety applications program process of mobile terminal, in this process, cloud server or mobile terminal can flexible allocation function completing user accounts, the setting of the user individual characteristic information at mobile terminal place. on this basis, the backstage process of security software programs both can carry out being more suitable for the content propelling movement of customer need accordingly, it is also possible to tackle some and the unmatched information of user personality feature for user. thus apply the announcement of scene it may be seen that the application of the present invention, can make that the operation of mobile terminal is safer and hommization undoubtedly.
The above is only the part enforcement mode of the present invention; it is noted that for those skilled in the art, under the premise without departing from the principles of the invention; can also making some improvements and modifications, these improvements and modifications also should be considered as protection scope of the present invention.

Claims (10)

1. a user individual characteristic information defining method, it is characterised in that, comprise the following steps:
Obtain in mobile terminal users personal data and the application list for reflecting personal characteristic information of producing, form personal data collection;
Described personal data collection is submitted to cloud server, to be supplied to the individualized feature information that described server judges user according to this by remote interface;
Receive the user individual characteristic information judged according to described personal data collection that described cloud server pushes;
Complete the machine according to described user individual characteristic information to arrange.
2. method according to claim 1, it is characterised in that, described users personal data derives from the keyword formed after the breath of the SMS to the machine carries out word segmentation processing.
3. method according to claim 1, it is characterised in that, the third-party application program that system that what described the application list only comprised that user installs voluntarily do not belong to carries.
4. a user individual characteristic information determining device, it is characterised in that, comprising:
Acquiring unit, for obtaining in mobile terminal users personal data and the application list for reflecting personal characteristic information produced, forms personal data collection;
Submit unit to, for submitting described personal data collection by remote interface to cloud server, to be supplied to the individualized feature information that described server judges user according to this;
Receive unit, for receiving the user individual characteristic information judged according to described personal data collection that described cloud server pushes;
Setting unit, is arranged for completing the machine according to described user individual characteristic information.
5. a content personalization recommend method, it is characterised in that, it comprises the steps:
Perform such as user individual characteristic information defining method as described in any one in claim 1 to 6, to complete the setting of at least one user individual characteristic information;
The content-data that remote download is mated mutually with set described user individual characteristic information is to the machine;
Format described content-data and shown.
6. a content personalization commending system, it is characterised in that, comprising:
Such as user individual characteristic information determining device as described in any one in claim 7 to 12, for completing the setting of at least one user individual characteristic information;
Download apparatus, the content-data mated mutually for remote download and set described user individual characteristic information is to the machine;
Treatment unit, for formaing described content-data and shown.
7. the personalized hold-up interception method of pushed information, it is characterised in that, comprise the steps:
Perform such as user individual characteristic information defining method as described in any one in claim 1 to 6, to complete the setting of at least one user individual characteristic information;
The pushed information that interception the machine application program receives, checks whether described pushed information mates mutually with described user individual characteristic information;
When pushed information is mated mutually with described user individual characteristic information, the display of this pushed information of letting pass, otherwise, stop this pushed information to show.
8. the personalized intercepting system of pushed information, it is characterised in that, comprising:
Such as user individual characteristic information determining device as described in any one in claim 7 to 12, for completing the setting of at least one user individual characteristic information;
Acquisition mechanism, for intercepting and capturing the pushed information that the machine application program receives, checks whether described pushed information mates mutually with described user individual characteristic information;
Executive device, for when pushed information is mated mutually with described user individual characteristic information, the display of this pushed information of letting pass, otherwise, stop this pushed information to show.
9. a user individual characteristic information decision method, it is characterised in that, comprise the steps:
Receive the personal data collection that user submits to, therefrom obtain users personal data and the application list for reflecting personal characteristic information of user;
For described users personal data and the application list, the data based on presetting database are analyzed, to determine the user individual characteristic information corresponding to described users personal data and the application list;
Described user individual characteristic information is pushed to corresponding user.
10. a user individual characteristic information judges device, it is characterised in that, comprising:
Receive unit, for receiving the personal data collection that user submits to, therefrom obtain users personal data and the application list for reflecting personal characteristic information of user;
Analytical unit, for for described users personal data and the application list, the data based on presetting database are analyzed, to determine the user individual characteristic information corresponding to described users personal data and the application list;
Feature pushes unit, for described user individual characteristic information is pushed to corresponding user.
CN201510959266.3A 2015-12-18 2015-12-18 Feature information determination and judgment methods and devices as well as application method and system thereof Pending CN105653580A (en)

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Application publication date: 20160608