CN102075850B - Method and device for determining occupational information of mobile subscriber - Google Patents
Method and device for determining occupational information of mobile subscriber Download PDFInfo
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- CN102075850B CN102075850B CN 200910237612 CN200910237612A CN102075850B CN 102075850 B CN102075850 B CN 102075850B CN 200910237612 CN200910237612 CN 200910237612 CN 200910237612 A CN200910237612 A CN 200910237612A CN 102075850 B CN102075850 B CN 102075850B
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Abstract
The embodiment of the invention provides a method and device for determining occupational information of a mobile subscriber. The method comprises the following steps of: collecting signaling position variation information of the mobile subscriber in a specified time interval; forming a signaling position track of the mobile subscriber by utilizing the collected signaling position variation information; and determining the occupational information of the mobile subscriber according to a set corresponding relation of the signaling position track and the occupational information as well as the formed signaling position track. The method and the device for determining the occupational information of the mobile subscriber, provided in the invention, effectively solve the problem that the occupational information of the mobile subscriber can not be dynamically updated in the prior art, and effectively and accurately propagandize services and publish other useful information aiming at the subscribers with different occupations.
Description
Technical field
The present invention relates to the mobile communication technology field, relate in particular to a kind of method and device thereof of definite occupational information of mobile subscriber.
Background technology
Universal and development along with mobile communication, use the crowd of mobile communication business to be the extension trend development, the occupation that the mobile subscriber is engaged in is varied, but for some occupation, such as this class occupation of student, driver, civil servant or teacher, because number of employees is more, be the major customer group of operator.Obtain this class mobile subscriber's occupational information, just can have for carry out service propaganda, better service is provided targetedly.The existing approach that obtains occupational information of mobile subscriber mainly contains two kinds: business operation support system (Business & Operation Support System, BOSS) middle mobile subscriber's static information of storing and the feedback result of utilizing portal website's survey.
The user is when becoming the mobile subscriber of operator, can fill in corresponding client identification module (Subscriber Identity Module, SIM) card is handled registration form, wherein relates to mobile subscriber's occupational information, by the mobile subscriber's static attribute list be recorded in the BOSS system.The irregular investigation of carrying out some business questionnaires of operator's portal standing-meeting, analyze development, user satisfaction of business etc., comprises user's occupational information project in application form, and after the customer feedback survey table, system can be carried out corresponding statistics.
Among reality, the accuracy of obtaining occupational information of mobile subscriber by mobile subscriber's static information of storing in the BOSS system may be lower, and the shortcoming of utilizing portal website's survey to obtain occupational information of mobile subscriber is that feedback user quantity is few, obtaining information is incomplete or is untrue.And there is a general character defect in above-mentioned two kinds of methods of obtaining occupational information of mobile subscriber, mobile subscriber's occupational information can't dynamically update.
Summary of the invention
The embodiment of the present invention provides a kind of method and device thereof of definite occupational information of mobile subscriber, in order to solve the problem that can't dynamically update occupational information of mobile subscriber in prior art.
The embodiment of the present invention provides a kind of method of definite occupational information of mobile subscriber, comprising:
Gather the signaling position change information of mobile subscriber in specified time period; Utilization collects, and signaling position change information forms mobile subscriber's signaling location track, described signaling location track comprise the mobile subscriber sequentially the subdistrict position code of the community of process and cell ID and mobile subscriber the duration information that stops in the community of process; In the signaling location track of setting, select to comprise the signaling location track of the sequence similarity of subdistrict position code that the signaling location track of the sequence of subdistrict position code and cell ID and formation comprises and cell ID; In the signaling location track of selecting, select to be included in the duration information stopped in respective cell that the signaling location track of the duration information that stops in respective cell and formation comprises nearest like the signaling location track; According to select recently like the signaling location track, and the signaling location track of setting and the corresponding relation of occupational information, determine mobile subscriber's occupational information.
The embodiment of the present invention also provides a kind of method of definite occupational information of mobile subscriber, comprising:
When specified time period arrives, the signaling position change information of mobile subscriber in described specified time period is once gathered; And the signaling position change information utilize gathered forms mobile subscriber's signaling location track, described signaling location track comprise the mobile subscriber sequentially the subdistrict position code of the community of process and cell ID and mobile subscriber the duration information that stops in the community of process; After gathering the regulation several, the mobile subscriber who comprises according to each signaling location track formed is subdistrict position code and the cell ID of the community of process sequentially, selects mobile subscriber that probability of occurrence is the highest sequentially the subdistrict position code of the community of process and the signaling location track at cell ID place in each signaling location track formed; And the mobile subscriber who comprises according to each signaling location track of selecting the duration information that stops in the community of process, determine the mobile subscriber the duration mean value in the community of process; To comprise mobile subscriber that probability of occurrence is the highest sequentially the subdistrict position code of the community of process and cell ID and definite mobile subscriber the signaling location track of the duration mean value in the community of process, the highest signaling location track as the frequency of occurrences; In the signaling location track of setting, select to comprise the signaling location track of the sequence similarity of the sequence of subdistrict position code and cell ID and subdistrict position code that definite signaling location track comprises and cell ID; In the signaling location track of selecting, select to be included in the duration information stopped in respective cell that the duration information that stops in respective cell and definite signaling location track comprise nearest like the signaling location track; According to select recently like the signaling location track, and the signaling location track of setting and the corresponding relation of occupational information, determine mobile subscriber's occupational information.
The embodiment of the present invention provides a kind of device of definite occupational information of mobile subscriber, comprising:
Change information collection unit, signaling position, for gathering the signaling position change information of mobile subscriber in specified time period;
Signaling location track generation unit, form mobile subscriber's signaling location track for the signaling position change information that utilizes change information collection unit, signaling position to collect, described signaling location track comprise the mobile subscriber sequentially the subdistrict position code of the community of process and cell ID and mobile subscriber the duration information that stops in the community of process;
The occupational information determining unit, specifically comprise that the first chooser unit, the second chooser unit and occupational information determines subelement;
Described the first chooser unit, for the signaling location track setting, select to comprise the signaling location track of the sequence similarity of subdistrict position code that the signaling location track of the sequence of subdistrict position code and cell ID and formation comprises and cell ID;
Described the second chooser unit, for the signaling location track selected in the first chooser unit, select to be included in the duration information stopped in respective cell that the signaling location track of the duration information that stops in respective cell and formation comprises nearest like the signaling location track;
Described occupational information is determined subelement, for according to the second chooser unit, select recently like the signaling location track, and the signaling location track of setting and the corresponding relation of occupational information, determine mobile subscriber's occupational information.
The embodiment of the present invention also provides a kind of device of definite occupational information of mobile subscriber, comprising:
Change information collection unit, signaling position, when specified time period arrives, once gather the signaling position change information of mobile subscriber in described specified time period;
Signaling location track generation unit, for utilizing signaling position change information that signaling position change information collection unit by using gathers to form mobile subscriber's signaling location track, described signaling location track comprise the mobile subscriber sequentially the subdistrict position code of the community of process and cell ID and mobile subscriber the duration information that stops in the community of process;
Signaling location track selected cell, for after gathering the regulation several, the mobile subscriber who comprises according to each signaling location track formed is subdistrict position code and the cell ID of the community of process sequentially, selects mobile subscriber that probability of occurrence is the highest sequentially the subdistrict position code of the community of process and the signaling location track at cell ID place in each signaling location track formed; And the mobile subscriber who comprises according to each signaling location track of selecting the duration information that stops in the community of process, determine the mobile subscriber the duration mean value in the community of process; To comprise mobile subscriber that probability of occurrence is the highest sequentially the subdistrict position code of the community of process and cell ID and definite mobile subscriber the signaling location track of the duration mean value in the community of process, the highest signaling location track as the frequency of occurrences;
The occupational information determining unit, specifically comprise that the first chooser unit, the second chooser unit and occupational information determines subelement;
Described the first chooser unit, for the signaling location track setting, select to comprise the signaling location track of the sequence similarity of subdistrict position code that the signaling location track of the sequence of subdistrict position code and cell ID and formation comprises and cell ID;
Described the second chooser unit, for the signaling location track selected in the first chooser unit, select to be included in the duration information stopped in respective cell that the signaling location track of the duration information that stops in respective cell and formation comprises nearest like the signaling location track;
Described occupational information is determined subelement, for according to the second chooser unit, select recently like the signaling location track, and the signaling location track of setting and the corresponding relation of occupational information, determine mobile subscriber's occupational information.
The method of definite occupational information of mobile subscriber that the embodiment of the present invention provides and device thereof, effectively solve the problem that in the prior art, mobile subscriber's occupational information can't dynamically update, be conducive to the announcement that user for different occupation carries out service propaganda accurately and effectively and other useful information.
The accompanying drawing explanation
Fig. 1 is the method flow diagram of definite occupational information of mobile subscriber of providing of the embodiment of the present invention 1;
Fig. 2 is the method flow diagram of definite occupational information of mobile subscriber of providing of the embodiment of the present invention 2;
Fig. 3 is the device schematic diagram of definite occupational information of mobile subscriber of passing through of the embodiment of the present invention 3;
Fig. 4 is the device schematic diagram of definite occupational information of mobile subscriber of passing through of the embodiment of the present invention 4;
Embodiment
The method of definite occupational information of mobile subscriber that the embodiment of the present invention provides, by monitoring, the mobile subscriber moves the mutual signaling of generation in routine duties due to position, comprising: the signaling between the signaling between the signaling between MSC and STP, MSC and MSC, MSC and HLR etc.And the location information data of the signaling that monitors is carried out to association according to order, thereby obtain the trace information of the signaling position of user in different mobile communication cells, again the trace information of the mobile subscriber's that obtains signaling position and the professional trace information with specific motion track information in predefined professional track storehouse are mated, determined mobile subscriber's occupational information.
The embodiment of the present invention 1 provides a kind of method of definite occupational information of mobile subscriber, and idiographic flow as shown in Figure 1, comprising:
Mobile subscriber's signaling position change information in S101, collection specified time period;
Can obtain mobile subscriber's Mobile Subscriber International ISDN number (MSISDN from signaling position information collecting platform, Mobile Station international ISDN number), the information such as Location Area Code (LAC, ocation area code), cell ID CI, time.The signaling position change information that gathers the mobile subscriber is exactly that the situation of change of signaling position that the user is produced in certain time interval is carried out acquisition and recording.Official hour length can but to be not limited to be a whole day, also can collecting work day or work hours, can specifically set different specified time period according to different situations.
Gather mobile subscriber's signaling position change information, can also comprise the interval that the signaling of record move user between different districts changes, the time span that mobile subscriber stops in different communities.
Mobile Subscriber International ISDN Number is in the numbering plan of public telephone network switching network, the unique number that can identify the mobile subscriber.According to the suggestion of CCITT, MSISDN is comprised of following part:
MSISDN＝CC+NDC+SN
Wherein, CC is national code (China is 86);
NDC is domestic object code;
SN is Subscriber Number.
If in above number, national code CC is removed, just become mobile subscriber's domestic identification number, namely daily said " phone number ".At present, China mobile subscriber's domestic identification number is 11.A domestic object code of the network allocation of each GSM (NDC).Also can require to distribute plural No. NDC.The number long of MSISDN is variable (depending on network configuration and numbering plan), do not comprise prefix, the longlyest can reach 15.Domestic destination code (NDC) comprises the identifier H1H2H3H4 of Number for access N1N2N3 and HLR.Number for access for recognition network, adopts at present: 139,138,130,189,158 etc.The HLR identifier means the HLR of mobile user affiliation, also means the local network No. of mobile service.
The signaling position change information that S102, utilization collect forms mobile subscriber's signaling location track;
After the signaling position change information collected, form the complete variation track of a mobile subscriber's signaling position according to official hour.This mobile subscriber's signaling location track is included in a stipulated time length, the community LAC-CI value of all mobile radio communications of mobile subscriber's process, and arrange according to the sequencing occurred.Official hour length as mentioned above can but to be not limited to be a whole day.
The mobile subscriber's who generates signaling position variation track record format can be: track ID, and the date (YYYYMMDD), user's Mobile Subscriber International ISDN Number, lac:ci value 1, lac:ci value 2 ..., lac:ci value n.For example certain mobile subscriber's signaling position variation track record is as follows: 00010000,20090811,1384419****, and 5119h:5ed2,5117h:5ad3 ..., 5291a:5ee1
If when gathering mobile subscriber's signaling position change information in S101; also recorded the mobile subscriber the duration information that stops in the community of process, the signaling location track generated also comprise the mobile subscriber the duration information that stops in the community of process.The mobile subscriber's who obtains thus signaling position variation track record is as follows: 00010000,20090811,1384419****, and 5119h:5ed2,1011502,5117h:5ad3,001505 ..., 5291a:5ee, 001215.
S103, according to the signaling location track of setting and the corresponding relation of occupational information, and the signaling location track formed is determined mobile subscriber's occupational information.
It is regular governed that geographical position during the mobile subscriber worked, lives in daily every day changes.The signaling location track of setting is exactly the particular track formed according to the change in location in people's routine work life.Different setting signaling location track correspondences different occupational information.
Determine mobile subscriber's occupational information, at first will be in the signaling location track of setting, select to comprise the signaling location track of the sequence similarity of subdistrict position code that the signaling location track of the sequence of subdistrict position code and cell ID and formation comprises and cell ID; The process of selection signaling location track is actually the process of a signaling position path matching.According to select recently like the signaling location track, and the signaling location track of setting and the corresponding relation of occupational information, determine mobile subscriber's occupational information.
When mobile subscriber's signaling position track record time of staying during information in corresponding community, also will be in the signaling location track of selecting, select to be included in the duration information stopped in respective cell that the signaling location track of the duration information that stops in respective cell and formation comprises nearest like the signaling location track; And then according to select recently like the signaling location track, and the signaling location track of setting and the corresponding relation of occupational information, determine mobile subscriber's occupational information.
Such as, doctor's job specification determined in the operating time, its most of the time concentrates in certain hospital or community corresponding to office block.This just makes this occupation can utilize information and other occupations of ad-hoc location corresponding to this specific occupation effectively to distinguish.
The method of definite occupational information of mobile subscriber that the embodiment of the present invention 1 provides, by the signaling location track of match user, can be determined mobile subscriber's occupational information.But owing to only mobile subscriber's a certain specified time period being carried out the coupling of a signaling location track, this just may be because the signaling position change information collected has specific characteristics, and the signaling location track that makes the mobile subscriber can not represent the trace information of its routine work accurately, mistake appears in the judgement produced therefrom mobile subscriber's occupational information, and increases the False Rate that this determines the method for occupational information of mobile subscriber.
The problem occurred in order to solve embodiment 1, the embodiment of the present invention 2 has proposed a kind of method of definite occupational information of mobile subscriber, comprising:
S201, when specified time period arrives, the signaling position change information of mobile subscriber in described specified time period is once gathered;
The signaling position change information that gathers the mobile subscriber when specified time period arrives refers to the Mobile Subscriber International ISDN number (MSISDN that can obtain the mobile subscriber from signaling position information collecting platform, Mobile Station international ISDN number), the information such as Location Area Code (LAC, ocation area code), cell ID CI, time.The signaling position change information that gathers the mobile subscriber is exactly that the situation of change of signaling position that the user is produced in certain time interval is carried out acquisition and recording.Official hour length can but to be not limited to be a whole day, also can collecting work day or work hours, can specifically set different specified time period according to different situations.Gather mobile subscriber's signaling position change information, can also comprise the interval that the signaling of record move user between different districts changes, the time span that mobile subscriber stops in different communities.
And need to carry out the above-mentioned mobile subscriber's of multi collect change in location information, the mobile subscriber's signaling position change information that collects stipulated number is in order to access mobile subscriber's signaling location track of stipulated number.The number of times of regulation can be 20 times, 30 times or other value.Here the beginning and ending time point that at every turn gathers the fixedly market of volume mobile subscriber signaling positional information should be to approach or the same time point every day.
The signaling position change information that S202, utilization collect forms the mobile subscriber's of stipulated number signaling location track;
After the signaling position change information collected, form the complete variation track of a mobile subscriber's signaling position according to official hour.This mobile subscriber's signaling location track is included in a stipulated time length, the community LAC-CI value of all mobile radio communications of mobile subscriber's process, and arrange according to the sequencing occurred.Official hour length as mentioned above can but to be not limited to be a whole day.
The mobile subscriber's who generates signaling position variation track record format can be: track ID, and the date (YYYYMMDD), user's Mobile Subscriber International ISDN Number, lac:ci value 1, lac:ci value 2 ..., lac:ci value n.For example certain mobile subscriber's signaling position variation track record is as follows: 00010000,20090811,1384419****, and 5119h:5ed2,5117h:5ad3 ..., 5291a:5ee1
If when gathering mobile subscriber's signaling position change information, also recorded the mobile subscriber the duration information that stops in the community of process, the signaling location track of producing also comprise the mobile subscriber the duration information that stops in the community of process.The mobile subscriber's who obtains thus signaling position variation track record is as follows: 00010000,20090811,1384419****, and 5119h:5ed2,1011502,5117h:5ad3,001505 ..., 5291a:5ee, 001215.
S203, gather regulation for several times after, determine the highest signaling location track of the frequency of occurrences in each signaling location track formed;
After gathering the regulation several, relevant treatment between carrying out mutually to the mobile subscriber's of the stipulated number that obtains signaling location track, extract similarity in the signaling location track more than 70%, process as identical track, record the number of times that this signaling location track occurs.The similarity here can specifically be carried out different settings according to different situations, and 70% is a relatively blanket similarity threshold.Can obtain the occurrence number record of each track after relevant treatment, i.e. the frequency of occurrences of signaling location track.Its form can be: track ID, date (YYYYMM), Subscriber Number, occurrence number.For example to record sample as follows for the frequency of occurrences of certain of certain user signaling location track: 00010000,200908,1384419****, 5.
After obtaining the frequency of occurrences of all signaling location track in stipulated number, extract signaling location track that wherein occurrence number the is maximum signaling location track as this mobile subscriber.This signaling location track position motion track daily as the mobile subscriber judges that the accuracy of user's occupation will be greatly improved.
If in mobile subscriber's signaling location track, also comprise the mobile subscriber the duration information that stops in the community of process, in the same track that will repeatedly occur, the LAC-CI time of staying of each subslot does statistical average and processes.The assembly average of the stop duration of each corresponding community respectively when the duration information that this mobile subscriber of each community that need to be used for carrying out the track of matching treatment stops repeatedly occurs for this track.
S204, according to the signaling location track of setting and the corresponding relation of occupational information, and the signaling location track of determining is determined mobile subscriber's occupational information.
It is regular governed that geographical position during the mobile subscriber worked, lives in daily every day changes.The signaling location track of setting is exactly the particular track formed according to the change in location in people's routine work life.Different setting signaling location track correspondences different occupational information.
Signaling location track and predefined signaling location track that described occurrence number is maximum are mated, and the record format of predefined signaling location track is: occupation, and occupational characteristic, lac:ci value 1, lac:ci value 2 ..., lac:ci value n.And the LAC-CI information format of the ad-hoc location of the specific occupation correspondence of record: occupation, occupational characteristic, lac:ci value.
Determine mobile subscriber's occupational information, at first will be in the signaling location track of setting, select to comprise the signaling location track of the sequence similarity of subdistrict position code that the signaling location track of the sequence of subdistrict position code and cell ID and formation comprises and cell ID; The process of selection signaling location track is actually the process of a signaling position path matching.According to select recently like the signaling location track, and the signaling location track of setting and the corresponding relation of occupational information, determine mobile subscriber's occupational information.
When mobile subscriber's signaling position track record time of staying during information in corresponding community, also will be in the signaling location track of selecting, select to be included in the duration information stopped in respective cell that the signaling location track of the duration information that stops in respective cell and formation comprises nearest like the signaling location track; And then according to select recently like the signaling location track, and the signaling location track of setting and the corresponding relation of occupational information, determine mobile subscriber's occupational information.
The method of the definite occupational information of mobile subscriber provided corresponding to embodiment 1, the embodiment of the present invention 3 provides a kind of device of definite occupational information of mobile subscriber, comprising:
Change information collection unit, signaling position 301, for gathering the signaling position change information of mobile subscriber in specified time period;
Signaling location track generation unit 302, form mobile subscriber's signaling location track for the signaling position change information that utilizes change information collection unit, signaling position 301 to collect
Occupational information determining unit 303, for the signaling location track according to setting and the corresponding relation of occupational information, and the signaling location track formed is determined mobile subscriber's occupational information.
The first chooser unit 3031, for the signaling location track setting, select to comprise the signaling location track of the sequence similarity of subdistrict position code that the signaling location track of the sequence of subdistrict position code and cell ID and formation comprises and cell ID;
The second chooser unit 3032, for the signaling location track selected in the first chooser unit 3031, select to be included in the duration information stopped in respective cell that the signaling location track of the duration information that stops in respective cell and formation comprises nearest like the signaling location track;
Occupational information is determined subelement 3033, for according to the second chooser unit 3032, select recently like the signaling location track, and the signaling location track of setting and the corresponding relation of occupational information, determine mobile subscriber's occupational information.
A kind of device of definite occupational information of mobile subscriber is provided for the method embodiment of the present invention 4 of embodiment 2 disclosed definite occupational information of mobile subscribers, has comprised:
Change information collection unit, signaling position 401, when specified time period arrives, once gather the signaling position change information of mobile subscriber in described specified time period;
Signaling location track generation unit 402, utilize the signaling position change information of collection to form mobile subscriber's signaling location track for utilizing change information collection unit, signaling position 401;
Signaling location track selected cell 403, for after gathering the regulation several, determine the highest signaling location track of the frequency of occurrences in each signaling location track formed at signaling location track production unit;
Occupational information is determined single 404 yuan, and for the signaling location track according to setting and the corresponding relation of occupational information, and the signaling location track determined of signaling location track selected cell 403 is determined mobile subscriber's occupational information.
The first chooser unit 4041, for the signaling location track setting, select to comprise the signaling location track of the sequence similarity of subdistrict position code that the signaling location track of the sequence of subdistrict position code and cell ID and formation comprises and cell ID;
The second chooser unit 4042, for the signaling location track selected in the first chooser unit 4041, select to be included in the duration information stopped in respective cell that the signaling location track of the duration information that stops in respective cell and formation comprises nearest like the signaling location track;
Occupational information is determined subelement 4043, for according to the second chooser unit 4042, select recently like the signaling location track, and the signaling location track of setting and the corresponding relation of occupational information, determine mobile subscriber's occupational information.
The method of definite occupational information of mobile subscriber that the embodiment of the present invention provides and device, solved the problem that in the prior art, mobile subscriber's occupational information can't dynamically update effectively.
Obviously, those skilled in the art can carry out various changes and modification and not break away from the spirit and scope of the present invention the present invention.Like this, if within of the present invention these are revised and modification belongs to the scope of the claims in the present invention and equivalent technologies thereof, the present invention also is intended to comprise these changes and modification interior.
Claims (4)
1. the method for a definite occupational information of mobile subscriber, is characterized in that, comprising:
Gather the signaling position change information of mobile subscriber in specified time period;
Utilization collects, and signaling position change information forms mobile subscriber's signaling location track, described signaling location track comprise the mobile subscriber sequentially the subdistrict position code of the community of process and cell ID and mobile subscriber the duration information that stops in the community of process;
In the signaling location track of setting, select to comprise the signaling location track of the sequence similarity of subdistrict position code that the signaling location track of the sequence of subdistrict position code and cell ID and formation comprises and cell ID;
In the signaling location track of selecting, select to be included in the duration information stopped in respective cell that the signaling location track of the duration information that stops in respective cell and formation comprises nearest like the signaling location track;
According to select recently like the signaling location track, and the signaling location track of setting and the corresponding relation of occupational information, determine mobile subscriber's occupational information.
2. the method for a definite occupational information of mobile subscriber, is characterized in that, comprising:
When specified time period arrives, the signaling position change information of mobile subscriber in described specified time period is once gathered; And
The signaling position change information utilize gathered forms mobile subscriber's signaling location track, described signaling location track comprise the mobile subscriber sequentially the subdistrict position code of the community of process and cell ID and mobile subscriber the duration information that stops in the community of process;
After gathering the regulation several, the mobile subscriber who comprises according to each signaling location track formed is subdistrict position code and the cell ID of the community of process sequentially, selects mobile subscriber that probability of occurrence is the highest sequentially the subdistrict position code of the community of process and the signaling location track at cell ID place in each signaling location track formed; And the mobile subscriber who comprises according to each signaling location track of selecting the duration information that stops in the community of process, determine the mobile subscriber the duration mean value in the community of process; To comprise mobile subscriber that probability of occurrence is the highest sequentially the subdistrict position code of the community of process and cell ID and definite mobile subscriber the signaling location track of the duration mean value in the community of process, the highest signaling location track as the frequency of occurrences;
In the signaling location track of setting, select to comprise the signaling location track of the sequence similarity of the sequence of subdistrict position code and cell ID and subdistrict position code that definite signaling location track comprises and cell ID;
In the signaling location track of selecting, select to be included in the duration information stopped in respective cell that the duration information that stops in respective cell and definite signaling location track comprise nearest like the signaling location track;
According to select recently like the signaling location track, and the signaling location track of setting and the corresponding relation of occupational information, determine mobile subscriber's occupational information.
3. the device of a definite occupational information of mobile subscriber, is characterized in that, comprising:
Change information collection unit, signaling position, for gathering the signaling position change information of mobile subscriber in specified time period;
Signaling location track generation unit, form mobile subscriber's signaling location track for the signaling position change information that utilizes change information collection unit, signaling position to collect, described signaling location track comprise the mobile subscriber sequentially the subdistrict position code of the community of process and cell ID and mobile subscriber the duration information that stops in the community of process;
The occupational information determining unit, specifically comprise that the first chooser unit, the second chooser unit and occupational information determines subelement;
Described the first chooser unit, for the signaling location track setting, select to comprise the signaling location track of the sequence similarity of subdistrict position code that the signaling location track of the sequence of subdistrict position code and cell ID and formation comprises and cell ID;
Described the second chooser unit, for the signaling location track selected in the first chooser unit, select to be included in the duration information stopped in respective cell that the signaling location track of the duration information that stops in respective cell and formation comprises nearest like the signaling location track;
Described occupational information is determined subelement, for according to the second chooser unit, select recently like the signaling location track, and the signaling location track of setting and the corresponding relation of occupational information, determine mobile subscriber's occupational information.
4. the device of a definite occupational information of mobile subscriber, is characterized in that, comprising:
Change information collection unit, signaling position, when specified time period arrives, once gather the signaling position change information of mobile subscriber in described specified time period;
Signaling location track generation unit, for utilizing signaling position change information that signaling position change information collection unit by using gathers to form mobile subscriber's signaling location track, described signaling location track comprise the mobile subscriber sequentially the subdistrict position code of the community of process and cell ID and mobile subscriber the duration information that stops in the community of process;
Signaling location track selected cell, for after gathering the regulation several, the mobile subscriber who comprises according to each signaling location track formed is subdistrict position code and the cell ID of the community of process sequentially, selects mobile subscriber that probability of occurrence is the highest sequentially the subdistrict position code of the community of process and the signaling location track at cell ID place in each signaling location track formed; And the mobile subscriber who comprises according to each signaling location track of selecting the duration information that stops in the community of process, determine the mobile subscriber the duration mean value in the community of process; To comprise mobile subscriber that probability of occurrence is the highest sequentially the subdistrict position code of the community of process and cell ID and definite mobile subscriber the signaling location track of the duration mean value in the community of process, the highest signaling location track as the frequency of occurrences;
The occupational information determining unit, specifically comprise that the first chooser unit, the second chooser unit and occupational information determines subelement;
Described the first chooser unit, for the signaling location track setting, select to comprise the signaling location track of the sequence similarity of subdistrict position code that the signaling location track of the sequence of subdistrict position code and cell ID and formation comprises and cell ID;
Described the second chooser unit, for the signaling location track selected in the first chooser unit, select to be included in the duration information stopped in respective cell that the signaling location track of the duration information that stops in respective cell and formation comprises nearest like the signaling location track;
Described occupational information is determined subelement, for according to the second chooser unit, select recently like the signaling location track, and the signaling location track of setting and the corresponding relation of occupational information, determine mobile subscriber's occupational information.
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| CN 200910237612 CN102075850B (en) | 2009-11-19 | 2009-11-19 | Method and device for determining occupational information of mobile subscriber |
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| CN 200910237612 CN102075850B (en) | 2009-11-19 | 2009-11-19 | Method and device for determining occupational information of mobile subscriber |
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| CN103052022B (en) * | 2011-10-17 | 2015-08-19 | 中国移动通信集团公司 | Based on user's point of safes discover method and the system of mobile behavior |
| CN104811899B (en) * | 2014-01-23 | 2019-11-26 | 腾讯科技（深圳）有限公司 | A kind of User Activity range determining method, device and terminal device |
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| CN105989226A (en) * | 2015-02-12 | 2016-10-05 | 中兴通讯股份有限公司 | Method and apparatus for analyzing track of user |
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