CN105630951A - Method and device for judging occupation distribution of clustered users - Google Patents
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Abstract
The invention provides a method and device for judging the occupation distribution of clustered users. The method comprises the following steps: obtaining a plurality of pieces of position information of a user terminal on the basis of positioning information provided by the user terminal; distinguishing the working place information and the residence plate information from the plurality of pieces of position information; clustering a plurality of users which are on the basis of the same residence place information; carrying out statistics on the working place information of the clustered users; and judging the occupation distribution of the clustered users according to the working place information of the clustered users. According to the method and device provided by the invention, the position information of the users is obtained by utilizing the positioning information of the users and then working place information and the residence place information are further distinguished; the plurality of users on the basis of the same residence place information are clustered to obtain the working place information of the clustered users in a certain region; and the occupations of the users can be determined on the basis of the working place information so as to obtain the occupation information of the work in the region and then the occupation distribution is analyzed.
Description
Technical field
The present invention relates to field of computer technology, specifically, it relates to a kind of user's vocational distribution method and device judging cluster.
Background technology
When user needs to go to understand certain community, it is possible to convenient ground obtains the essential information of some communities from internet, such as community to build up age, greening situation, developer, infrastructure management company, periphery supporting etc.
But, some information of the inhabitation personnel obtaining community are then more difficult, it is that these information compare privacy on the one hand, one side is the information of inhabitation personnel in addition may be that the information that government or community property have is difficult to be supplied to individual, what such as this community was lived is all whom, which occupation these people are engaged in, and are all current insoluble problems.
Summary of the invention
In view of the above problems, it is proposed that the present invention overcomes the problems referred to above or the user's vocational distribution method of judgement cluster solved the problem at least in part and device to provide a kind of.
According to a kind of user's vocational distribution method judging cluster of the present invention, comprising: the locating information provided based on user terminal, obtains multiple positional informations at described user terminal place; Place of working information and residence information is distinguished from described multiple positional information; Multiple users based on same residence information are carried out cluster; The place of working information of multiple users of statistics cluster; The place of working information of the user according to described cluster, judges user's vocational distribution of described cluster.
Can selection of land, aforesaid method, from described multiple positional information, distinguish place of working information and residence information, specifically comprise: inquire about the place that described multiple positional information is corresponding, from described multiple positional information, distinguish place of working information and the residence information of described user according to described place.
Can selection of land, aforesaid method, place of working information and residence information is distinguished from described multiple positional information, specifically comprise: obtain the setting time that described multiple positional information is corresponding, from described multiple positional information, distinguish place of working information and the residence information of described user according to described setting time.
Can selection of land, aforesaid method, the place of working information of the user according to described cluster, judge user's vocational distribution of described cluster, specifically comprise: according to the place of working information of the user of described cluster, inquiry is positioned at the organizational structure in the place of working of the user of described cluster, judges the occupation of the user of described cluster according to described organizational structure.
Can selection of land, aforesaid method, the occupation of the user of described cluster is judged according to described organizational structure, specifically comprise: when the organizational structure being positioned at same place of working is multiple, add up organizational structure's quantity of identical type in described multiple organizational structure, and press the organizational structure that maximum tissue mechanism quantity is corresponding, it is determined that the occupation of respective user.
According to a kind of user's vocational distribution device judging cluster of the present invention, comprising: position information acquisition module, for the locating information provided based on user terminal, obtain multiple positional informations at described user terminal place; Discriminating module, for distinguishing place of working information and residence information from described multiple positional information; Cluster module, for carrying out cluster to the multiple users based on same residence information; Statistics module, for adding up the place of working information of multiple users of cluster; Vocational distribution judges module, for the place of working information of the user according to described cluster, judges user's vocational distribution of described cluster.
Can selection of land, aforesaid device, place corresponding to the described discriminating module described multiple positional information of inquiry, distinguishes place of working information and the residence information of described user according to described place from described multiple positional information.
Can selection of land, aforesaid device, described discriminating module obtains setting time corresponding to described multiple positional information, distinguishes place of working information and the residence information of described user from described multiple positional information according to described setting time.
Can selection of land, aforesaid device, described vocational distribution judges that module is according to the place of working information of the user of described cluster, and inquiry is positioned at the organizational structure in the place of working of the user of described cluster, judges the occupation of the user of described cluster according to described organizational structure.
Can selection of land, aforesaid device, described vocational distribution judges that module is when the organizational structure being positioned at same place of working is multiple, adds up organizational structure's quantity of identical type in described multiple organizational structure, and press the organizational structure that maximum tissue mechanism quantity is corresponding, it is determined that the occupation of respective user.
According to above technical scheme, user's vocational distribution method of the judgement cluster of the present invention and device at least have the following advantages:
In the inventive solutions, utilize the locating information of user to obtain the positional information of user, and distinguish place of working information and residence information further; Then by cluster, multiple users of same residence information are carried out cluster, namely achieve the place of working information of the cluster user in a certain area; User's occupation can be determined based on place of working information, thus obtain the occupational information of the work of this area, for the analysis carrying out vocational distribution.
Above-mentioned explanation is only the general introduction of technical solution of the present invention, in order to the technique means of the present invention can be better understood, and can be implemented according to the content of specification sheets, and in order to above and other objects of the present invention, feature and advantage can be become apparent, below especially exemplified by the specific embodiment of the present invention.
Accompanying drawing explanation
By reading hereafter detailed description of the preferred embodiment, various other advantage and benefit will become clear for those of ordinary skill in the art and understand. Accompanying drawing is only for illustrating the object of preferred implementation, and does not think limitation of the present invention. And in whole accompanying drawing, represent identical parts with identical reference symbol. In the accompanying drawings:
Fig. 1 shows the schema of user's vocational distribution method of judgement cluster according to one embodiment of present invention;
Fig. 2 shows the block diagram of user's vocational distribution device of judgement cluster according to one embodiment of present invention.
Embodiment
Exemplary embodiment of the present disclosure is described below with reference to accompanying drawings more in detail. Although show exemplary embodiment of the present disclosure in accompanying drawing, it should be understood, however, that the embodiment that can realize the disclosure in a variety of manners and should do not set forth here limits. On the contrary, it is provided that these embodiments are to can more thoroughly understand the disclosure, and can pass on complete for the scope of the present disclosure to the technician of this area.
As shown in Figure 1, one embodiment of the present of invention provides a kind of user's vocational distribution method judging cluster, comprising:
Step 110, based on the locating information that user terminal provides, obtains multiple positional informations at user terminal place. In the present embodiment, locator means is not limited, such as: the mobile terminal that user carries is provided with GPS (global positioning system (GPS)) module, then can user be positioned by GPS module, thus obtains the positional information of user.
Step 120, distinguishes place of working information and residence information from multiple positional information. In the present embodiment, either the residence or place of working, position at usual user's every day place, so can distinguish place of working information and residence information from positional information; In the present embodiment, the mode how distinguishing job information and residence information is not limited, such as, the title corresponding according to place information inquiry, if " so-and-so community " then can be judged as residence information, if " so-and-so office building " then can judge it is place of working information.
Multiple users based on same residence information are carried out cluster by step 130.
Step 140, the place of working information of multiple users of statistics cluster. Cluster result can be as shown in the table: the user for West Second Qi Zhixueyuan carries out cluster, obtains the place of working information of the user after cluster, and wherein the company at inhabitation personnel place is by how many ranks of number.
| Community | Company place |
| West Second Qi Zhixueyuan | Numeral science and technology square |
| West Second Qi Zhixueyuan | Han Wang mansion |
| West Second Qi Zhixueyuan | China Science and Technology Building |
| West Second Qi Zhixueyuan | Linkage mansion |
| West Second Qi Zhixueyuan | Science and Technology Building, Shangdi |
| West Second Qi Zhixueyuan | Baidu mansion |
Step 150, according to the place of working information of the user of cluster, judges user's vocational distribution of cluster. In the present embodiment, add up the information of the company at the place of same community inhabitation personnel, type according to company determines the occupation of inhabitation personnel, such that it is able to count the distribution situation of the occupation of this community inhabitation personnel, in conjunction with upper table, can find out that these company places are all some enterprise such as internet, software locations substantially, it is possible to deduce this community inhabitation personnel and be much engaged in the occupation such as internet, software.
In the technical scheme of the present embodiment, utilize the locating information of user to obtain the positional information of user, and distinguish place of working information and residence information further; Then by cluster, multiple users of same residence information are carried out cluster, namely achieve the place of working information of the cluster user in a certain area; User's occupation can be determined based on place of working information, thus obtain the occupational information of the work of this area, for the analysis carrying out vocational distribution.
One embodiment of the present of invention provides a kind of user's vocational distribution method judging cluster, compared to aforesaid embodiment, and user's vocational distribution method of the judgement cluster of the present embodiment, step 120, specifically comprises:
Inquire about the place that multiple positional information is corresponding, from multiple positional information, distinguish place of working information and the residence information of user according to place. Technical scheme according to the present embodiment, in conjunction with the type in done place it will be seen that residence cell type often, place of working then more is located at commercial circle, office building etc.; Based on place type, it is possible to accurately judge place of working information and residence information.
One embodiment of the present of invention provides a kind of user's vocational distribution method judging cluster, compared to aforesaid embodiment, and user's vocational distribution method of the judgement cluster of the present embodiment, step 120, specifically comprises:
Obtain the setting time that multiple positional information is corresponding, according to place of working information and the residence information of distinguishing user setting time from multiple positional information. In the present embodiment, if user often to appear at certain on daytime on working days local, then the information in place of working often if often to appear at certain in evening local for user, is then often the information of residence.
One embodiment of the present of invention provides a kind of user's vocational distribution method judging cluster, compared to aforesaid embodiment, and user's vocational distribution method of the judgement cluster of the present embodiment, step 150, specifically comprises:
The place of working information of the user according to cluster, inquiry is positioned at the organizational structure in the place of working of the user of cluster, judges the occupation of the user of cluster according to organizational structure. , it is possible to based on existing ground chart database, in the present embodiment, such as the organizational structure being positioned at place of working is inquired, and the character of organizational structure just reflects the occupation that user is engaged in.
One embodiment of the present of invention provides a kind of user's vocational distribution method judging cluster, and compared to aforesaid embodiment, user's vocational distribution method of the judgement cluster of the present embodiment, judges the occupation of the user of cluster, specifically comprise according to organizational structure:
When the organizational structure being positioned at same place of working is multiple, add up organizational structure's quantity of identical type in multiple organizational structure, and press the organizational structure that maximum tissue mechanism quantity is corresponding, it is determined that the occupation of respective user. In the present embodiment, if a certain office building has 7 software companys, 2 medium companies, then judge that user's occupation is as software industry practitioner. Quantity according to organizational structure judges, the user's occupation accuracy rate obtained is higher.
As shown in Figure 2, one embodiment of the present of invention provides a kind of user's vocational distribution device judging cluster, comprising:
Position information acquisition module 210, for the locating information provided based on user terminal, obtains multiple positional informations at user terminal place. In the present embodiment, locator means is not limited, such as: the mobile terminal that user carries is provided with GPS (global positioning system (GPS)) module, then can user be positioned by GPS module, thus obtains the positional information of user.
Discriminating module 220, for distinguishing place of working information and residence information from multiple positional information. In the present embodiment, either the residence or place of working, position at usual user's every day place, so can distinguish place of working information and residence information from positional information; In the present embodiment, the mode how distinguishing job information and residence information is not limited, such as, the title corresponding according to place information inquiry, if " so-and-so community " then can be judged as residence information, if " so-and-so office building " then can judge it is place of working information.
Cluster module 230, for carrying out cluster to the multiple users based on same residence information.
Statistics module 240, for adding up the place of working information of multiple users of cluster. Cluster result can be as shown in the table: the user for West Second Qi Zhixueyuan carries out cluster, obtains the place of working information of the user after cluster, and wherein the company at inhabitation personnel place is by how many ranks of number.
Vocational distribution judges module 250, for the place of working information of the user according to cluster, judges user's vocational distribution of cluster. In the present embodiment, add up the information of the company at the place of same community inhabitation personnel, type according to company determines the occupation of inhabitation personnel, such that it is able to count the distribution situation of the occupation of this community inhabitation personnel, in conjunction with upper table, can find out that these company places are all some enterprise such as internet, software locations substantially, it is possible to deduce this community inhabitation personnel and be much engaged in the occupation such as internet, software.
In the technical scheme of the present embodiment, utilize the locating information of user to obtain the positional information of user, and distinguish place of working information and residence information further; Then by cluster, multiple users of same residence information are carried out cluster, namely achieve the place of working information of the cluster user in a certain area; User's occupation can be determined based on place of working information, thus obtain the occupational information of the work of this area, for the analysis carrying out vocational distribution.
One embodiment of the present of invention provides a kind of user's vocational distribution device judging cluster, compared to aforesaid embodiment, user's vocational distribution device of the judgement cluster of the present embodiment, discriminating module 220 inquires about place corresponding to multiple positional information, distinguishes place of working information and the residence information of user from multiple positional information according to place. Technical scheme according to the present embodiment, in conjunction with the type in done place it will be seen that residence cell type often, place of working then more is located at commercial circle, office building etc.; Based on place type, it is possible to accurately judge place of working information and residence information.
One embodiment of the present of invention provides a kind of user's vocational distribution device judging cluster, compared to aforesaid embodiment, user's vocational distribution device of the judgement cluster of the present embodiment, discriminating module 220 obtains setting time corresponding to multiple positional information, according to place of working information and the residence information of distinguishing user setting time from multiple positional information. In the present embodiment, if user often to appear at certain on daytime on working days local, then the information in place of working often if often to appear at certain in evening local for user, is then often the information of residence.
One embodiment of the present of invention provides a kind of user's vocational distribution device judging cluster, compared to aforesaid embodiment, user's vocational distribution device of the judgement cluster of the present embodiment, vocational distribution judges that module 250 is according to the place of working information of the user of cluster, inquiry is positioned at the organizational structure in the place of working of the user of cluster, judges the occupation of the user of cluster according to organizational structure. , it is possible to based on existing ground chart database, in the present embodiment, such as the organizational structure being positioned at place of working is inquired, and the character of organizational structure just reflects the occupation that user is engaged in.
One embodiment of the present of invention provides a kind of user's vocational distribution device judging cluster, compared to aforesaid embodiment, user's vocational distribution device of the judgement cluster of the present embodiment, vocational distribution judges that module 250 is when the organizational structure being positioned at same place of working is multiple, add up organizational structure's quantity of identical type in multiple organizational structure, and press the organizational structure that maximum tissue mechanism quantity is corresponding, it is determined that the occupation of respective user. In the present embodiment, if a certain office building has 7 software companys, 2 medium companies, then judge that user's occupation is as software industry practitioner. Quantity according to organizational structure judges, the user's occupation accuracy rate obtained is higher.
Intrinsic not relevant to any certain computer, virtual system or other equipment with display at this algorithm provided. Various general-purpose system can also with use based on together with this teaching. According to description above, it is to construct the structure required by this type systematic is apparent. In addition, the present invention is not also for any certain programmed language. It should be appreciated that various programming language can be utilized to realize the content of the present invention described here, and the description done by language-specific above is the preferred forms in order to disclose the present invention.
In specification sheets mentioned herein, describe a large amount of detail. However, it is understood that embodiments of the invention can be put into practice when not having these details. In some instances, it is not shown specifically known method, structure and technology, so that not fuzzy understanding of this description.
Similarly, it is to be understood that, one or more in order to what simplify the disclosure and help to understand in each inventive aspect, above to, in the description of the exemplary embodiment of the present invention, each feature of the present invention is grouped together in single embodiment, figure or the description to it sometimes. But, the method for the disclosure should be construed to the following intention of reflection: namely the present invention for required protection requires feature more more than the feature clearly recorded in each claim. More properly saying, as reflected in claim book below, inventive aspect is all features less than disclosed single embodiment above. Therefore, the claim book following embodiment is thus incorporated to this embodiment clearly, and wherein each claim itself is as the independent embodiment of the present invention.
Those skilled in the art it can be appreciated that the module in the equipment in embodiment can be carried out adaptively change and they are arranged in one or more equipment different from this embodiment. Module in embodiment or unit or assembly can be combined into a module or unit or assembly, and multiple submodule block or subelement or subgroup part can be put them in addition. Except at least some in such feature and/or process or unit mutually repels, it is possible to adopt any combination all processes or the unit of all features disclosed in this specification sheets (comprising adjoint claim, summary and accompanying drawing) and so disclosed any method or equipment to be combined. Unless expressly stated otherwise, each feature disclosed in this specification sheets (comprising adjoint claim, summary and accompanying drawing) can by providing alternative features that is identical, equivalent or similar object to replace.
In addition, the technician of this area can understand, although embodiments more described herein comprise in other embodiment some included feature instead of further feature, but the combination of the feature of different embodiment means to be within the scope of the present invention and forms different embodiments. Such as, in the following claims, the one of any of claimed embodiment can use with arbitrary array mode.
Each parts embodiment of the present invention with hardware implementing, or can realize with the software module run on one or more treater, or realizes with their combination. It will be understood by one skilled in the art that the some or all functions that microprocessor or digital signal processor (DSP) can be used in practice to realize the some or all parts in user's vocational distribution device of judgement cluster according to embodiments of the present invention. Such as, the present invention can also be embodied as part or all the equipment for performing method as described herein or device program (computer program and computer program). The program of such the present invention of realization can store on a computer-readable medium, or can have the form of one or more signal. Such signal can be downloaded from internet website and obtain, or provides on carrier signal, or provides with any other form.
Should it is to be noted that above-described embodiment the present invention will be described instead of limits the invention, and those skilled in the art can design alternative embodiment when not departing from the scope of claims. In the claims, it should not any reference symbol construction between bracket is become limitations on claims. Word " comprises " element or step not getting rid of and exist and do not arrange in the claims. Word "a" or "an" before being positioned at element is not got rid of and be there is multiple such element. The present invention can by means of including the hardware of some different elements and realize by means of the computer suitably programmed. In the unit claim listing some devices, some in these devices can be carry out particular embodiment by same hardware branch. Word first, second and third-class use do not represent any order. Can be title by these word explanations.
Claims (10)
1. one kind judges user's vocational distribution method of cluster, it is characterised in that, comprising:
Based on the locating information that user terminal provides, obtain multiple positional informations at described user terminal place;
Place of working information and residence information is distinguished from described multiple positional information;
Multiple users based on same residence information are carried out cluster;
The place of working information of multiple users of statistics cluster;
The place of working information of the user according to described cluster, judges user's vocational distribution of described cluster.
2. method according to claim 1, it is characterised in that, from described multiple positional information, distinguish place of working information and residence information, specifically comprise:
Inquire about the place that described multiple positional information is corresponding, from described multiple positional information, distinguish place of working information and the residence information of described user according to described place.
3. method according to the arbitrary item of claim 1-2, it is characterised in that, from described multiple positional information, distinguish place of working information and residence information, specifically comprise:
Obtain the setting time that described multiple positional information is corresponding, from described multiple positional information, distinguish place of working information and the residence information of described user according to described setting time.
4. method according to the arbitrary item of claim 1-3, it is characterised in that, according to the place of working information of the user of described cluster, judge user's vocational distribution of described cluster, specifically comprise:
The place of working information of the user according to described cluster, inquiry is positioned at the organizational structure in the place of working of the user of described cluster, judges the occupation of the user of described cluster according to described organizational structure.
5. method according to the arbitrary item of claim 1-4, it is characterised in that, judge the occupation of the user of described cluster according to described organizational structure, specifically comprise:
When the organizational structure being positioned at same place of working is multiple, add up organizational structure's quantity of identical type in described multiple organizational structure, and press the organizational structure that maximum tissue mechanism quantity is corresponding, it is determined that the occupation of respective user.
6. one kind judges user's vocational distribution device of cluster, it is characterised in that, comprising:
Position information acquisition module, for the locating information provided based on user terminal, obtains multiple positional informations at described user terminal place;
Discriminating module, for distinguishing place of working information and residence information from described multiple positional information;
Cluster module, for carrying out cluster to the multiple users based on same residence information;
Statistics module, for adding up the place of working information of multiple users of cluster;
Vocational distribution judges module, for the place of working information of the user according to described cluster, judges user's vocational distribution of described cluster.
7. device according to claim 6, it is characterised in that,
The place that the described multiple positional information of described discriminating module inquiry is corresponding, distinguishes place of working information and the residence information of described user according to described place from described multiple positional information.
8. device according to the arbitrary item of claim 6-7, it is characterised in that,
The setting time that the described multiple positional information of described discriminating module acquisition is corresponding, from described multiple positional information, distinguish place of working information and the residence information of described user according to described setting time.
9. device according to the arbitrary item of claim 6-8, it is characterised in that,
Described vocational distribution judges that module is according to the place of working information of the user of described cluster, and inquiry is positioned at the organizational structure in the place of working of the user of described cluster, judges the occupation of the user of described cluster according to described organizational structure.
10. device according to the arbitrary item of claim 6-9, it is characterised in that,
Described vocational distribution judges that module is when the organizational structure being positioned at same place of working is multiple, adds up organizational structure's quantity of identical type in described multiple organizational structure, and presses the organizational structure that maximum tissue mechanism quantity is corresponding, it is determined that the occupation of respective user.
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