CN102075850A - 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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- CN102075850A CN102075850A CN2009102376121A CN200910237612A CN102075850A CN 102075850 A CN102075850 A CN 102075850A CN 2009102376121 A CN2009102376121 A CN 2009102376121A CN 200910237612 A CN200910237612 A CN 200910237612A CN 102075850 A CN102075850 A CN 102075850A
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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 mobile subscriber's occupational information.
Background technology
Along with popularizing and development of mobile communication, use the crowd of mobile communication business to be the extension trend development, what the mobile subscriber was engaged in is professional varied, but for some occupation, because number of employees is more, is the major customer group of operator such as this class occupation of student, driver, civil servant or teacher.Obtain this class mobile subscriber's occupational information, just can have at carry out service propaganda, better service is provided targetedly.The approach of the existing mobile subscriber's of obtaining occupational information mainly contains two kinds: business operation support system (Business﹠amp; Operation Support System, BOSS) mobile subscriber's static information of middle storage 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 (SubscriberIdentity Module, SIM) card is handled registration form, wherein relates to mobile subscriber's occupational information, in the mobile subscriber's static attribute list that is recorded in the BOSS system.Professional development, user satisfaction etc. are analyzed in the irregular investigation of carrying out some professional questionnaires of operator's portal standing-meeting, comprise user's occupational information project in the application form, and behind the customer feedback survey table, system can carry out corresponding statistics.
Among the reality, the accuracy of obtaining mobile subscriber's occupational information 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 mobile subscriber's occupational information is that feedback user quantity is few, obtains INFORMATION OF INCOMPLETE or untrue.And there is a general character defective in above-mentioned two kinds of methods of obtaining mobile subscriber's occupational information, and promptly mobile subscriber's occupational information can't dynamically update.
Summary of the invention
The embodiment of the invention provides a kind of method and device thereof of definite mobile subscriber's occupational information, in order to solve the problem that can't dynamically update mobile subscriber's occupational information in the prior art.
The embodiment of the invention provides a kind of method of definite mobile subscriber's occupational information, comprising: the signaling position change information of gathering mobile subscriber in the specified time period; The signaling position change information that utilization collects constitutes mobile subscriber's signaling location track; And according to the signaling location track of setting and the corresponding relation of occupational information, and the signaling location track that constitutes is determined mobile subscriber's occupational information.
The embodiment of the invention also provides a kind of method of definite mobile subscriber's occupational information, comprising: when specified time period arrives, the signaling position change information of mobile subscriber in the described specified time period is once gathered; Utilize the signaling position change information of gathering to constitute mobile subscriber's signaling location track; After gathering the regulation several, in each signaling location track that constitutes, determine the highest signaling location track of the frequency of occurrences; And 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.
The embodiment of the invention provides a kind of device of definite mobile subscriber's occupational information, comprising: change information collection unit, signaling position is used to gather the signaling position change information of mobile subscriber in the specified time period; Signaling location track generation unit, the signaling position change information that is used to utilize change information collection unit, signaling position to collect constitutes mobile subscriber's signaling location track; The occupational information determining unit is used for according to the signaling location track of setting and the corresponding relation of occupational information, and the signaling location track that constitutes is determined mobile subscriber's occupational information.
The embodiment of the invention also provides a kind of device of definite mobile subscriber's occupational information, comprising: change information collection unit, signaling position, when specified time period arrives, the signaling position change information of mobile subscriber in the described specified time period is once gathered; Signaling location track generation unit, the signaling position change information that is used to utilize signaling position change information collection unit by using to gather constitutes mobile subscriber's signaling location track; Signaling location track selected cell is used for determining the highest signaling location track of the frequency of occurrences in each signaling location track that signaling location track production unit constitutes after gathering the regulation several; The occupational information determining unit is used for according to the signaling location track of setting and the corresponding relation of occupational information, and the signaling location track determined of signaling location track selected cell is determined mobile subscriber's occupational information.
The method and the device thereof of definite mobile subscriber's occupational information that the embodiment of the invention provides, solve the problem that mobile subscriber's occupational information can't dynamically update in the prior art effectively, helped the announcement that user at different occupation carries out service propaganda accurately and effectively and other useful information.
Description of drawings
Fig. 1 is the method flow diagram of definite mobile subscriber's occupational information of providing of the embodiment of the invention 1;
Fig. 2 is the method flow diagram of definite mobile subscriber's occupational information of providing of the embodiment of the invention 2;
Fig. 3 is the device schematic diagram of definite mobile subscriber's occupational information of passing through of the embodiment of the invention 3;
Fig. 4 is the device schematic diagram of definite mobile subscriber's occupational information of passing through of the embodiment of the invention 4;
Embodiment
The method of definite mobile subscriber's occupational information that the embodiment of the invention provides,, comprising: the signaling between the signaling between the signaling between MSC and the STP, MSC and the MSC, MSC and the HLR etc. in routine duties because the mutual signaling of generation is moved in the position by the monitoring mobile subscriber.And the location information data of the signaling that monitors carried out 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 the predefined professional track storehouse are mated, determine mobile subscriber's occupational information.
The embodiment of the invention 1 provides a kind of method of definite mobile subscriber's occupational information, and idiographic flow comprises as shown in Figure 1:
Mobile subscriber's signaling position change information in S101, the 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), information such as Location Area Code (LAC, ocationarea code), cell ID CI, time.The signaling position change information of gathering 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 mobile subscriber between different districts changes, be i.e. the time span that in different sub-districts, stops of mobile subscriber.
Mobile Subscriber International ISDN Number is in the numbering plan of public telephone network switching network, the unique number that can discern the mobile subscriber.According to the suggestion of CCITT, MSISDN is by forming with the lower part:
MSISDN＝CC+NDC+SN
Wherein, CC is national code (China is 86);
NDC is domestic object code;
SN is a Subscriber Number.
If in above number, national code CC is removed, just become mobile subscriber's domestic identification number, just 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 NDC number.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 sign indicating number (NDC) comprises the identifier H1H2H3H4 of Number for access N1N2N3 and HLR.Number for access is used for recognition network, adopts at present: 139,138,130,189,158 etc.The HLR identifier is represented the HLR of mobile user affiliation, also represents the local network No. of mobile service.
The signaling position change information that S102, utilization collect constitutes mobile subscriber's signaling location track;
After the signaling position change information that collects, 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 the stipulated time length, the sub-district LAC-CI value of all mobile radio communications of mobile subscriber's process, and according to the sequencing arrangement that takes place.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, the date (YYYYMMDD), and 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, and 1384419****, 5119h:5ed2,5117h:5ad3 ..., 5291a:5ee1
If in S101, gather in mobile subscriber's the signaling position change information; also write down the mobile subscriber the duration information that stops in the sub-district of process, then the signaling location track that generates also comprise the mobile subscriber the duration information that stops in the sub-district of process.The mobile subscriber's who obtains thus signaling position variation track record is as follows: 00010000,20090811, and 1384419****, 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 that constitutes 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 that forms 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 the subdistrict position sign indicating number that comprises in the signaling location track of the sequence of subdistrict position sign indicating number and cell ID and formation and cell ID; Select the process of signaling location track to be actually the process that a signaling location track is mated.According to select recently like the signaling location track, and the signaling location track of setting and the corresponding relation of occupational information are determined mobile subscriber's occupational information.
When mobile subscriber's signaling position track record time of staying during information in the corresponding sub-district, also will be in the signaling location track of selecting, select to be included in the duration information that in respective cell, stops that comprises in the signaling location track of the duration information that stops in the respective cell and formation 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 are determined mobile subscriber's occupational information.
Such as, doctor's job specification decision is in the operating time, and its most of the time concentrates in certain hospital or the office block corresponding district.This just makes this occupation can utilize information and other occupations of the corresponding ad-hoc location of this specific occupation effectively to distinguish.
The method of definite mobile subscriber's occupational information that the embodiment of the invention 1 provides can be determined mobile subscriber's occupational information by the signaling location track of match user.But owing to only mobile subscriber's a certain specified time period is carried out the coupling of a signaling location track, this just may be because the signaling position change information that collects has specific characteristics, and make mobile subscriber's signaling location track can not represent the trace information of its routine work accurately, mistake appears in the judgement that produces therefrom mobile subscriber's occupational information, and increases the False Rate that this determines the method for mobile subscriber's occupational information.
In order to solve the problem that embodiment 1 occurs, the embodiment of the invention 2 has proposed a kind of method of definite mobile subscriber's occupational information, comprising:
S201, when specified time period arrives, the signaling position change information of mobile subscriber in the described specified time period is once gathered;
The signaling position change information of gathering the mobile subscriber when specified time period arrives is meant the Mobile Subscriber International ISDN number (MSISDN that can obtain the mobile subscriber from signaling position information collecting platform, MobileStation international ISDN number), information such as Location Area Code (LAC, ocation area code), cell ID CI, time.The signaling position change information of gathering 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 mobile subscriber between different districts changes, be i.e. the time span that in different sub-districts, stops of mobile subscriber.
And need repeatedly gather above-mentioned mobile subscriber's 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 of at every turn gathering the fixedly market of volume mobile subscriber signaling positional information should be approaching or identical time point every day.
The signaling position change information that S202, utilization collect constitutes the mobile subscriber's of stipulated number signaling location track;
After the signaling position change information that collects, 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 the stipulated time length, the sub-district LAC-CI value of all mobile radio communications of mobile subscriber's process, and according to the sequencing arrangement that takes place.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, the date (YYYYMMDD), and 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, and 1384419****, 5119h:5ed2,5117h:5ad3 ..., 5291a:5ee1
If when gathering mobile subscriber's signaling position change information, also write down the mobile subscriber the duration information that stops in the sub-district of process, then the signaling location track of producing also comprise the mobile subscriber the duration information that stops in the sub-district of process.The mobile subscriber's who obtains thus signaling position variation track record is as follows: 00010000,20090811, and 1384419****, 5119h:5ed2,1011502,5117h:5ad3,001505 ..., 5291a:5ee, 001215.
S203, gather regulation for several times after, in each signaling location track that constitutes, determine the highest signaling location track of the frequency of occurrences;
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%, handle, write down the number of times that this signaling location track occurs as identical track.The similarity here can specifically be carried out different settings according to different situations, and 70% is a blanket relatively similarity threshold.Through obtaining the occurrence number record of each bar track, the i.e. frequency of occurrences of signaling location track after the relevant treatment.Its form can be: track ID, date (YYYYMM), Subscriber Number, occurrence number.For example the frequency of occurrences of certain bar signaling location track of certain user record sample is as follows: 00010000,200908, and 1384419****, 5.
After obtaining the frequency of occurrences of all the signaling location track in the stipulated number, extract signaling location track that wherein occurrence number is maximum signaling location track as this mobile subscriber.Then this signaling location track judges that as the daily position motion track of mobile subscriber 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 sub-district of process, the LAC-CI time of staying of each subslot does statistical average and handles in the same track that then will repeatedly occur.The assembly average of the stop duration of each corresponding sub-district respectively when promptly the duration information that stops of this mobile subscriber of each sub-district that need be used for carrying out the track of matching treatment 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 that forms 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 the subdistrict position sign indicating number that comprises in the signaling location track of the sequence of subdistrict position sign indicating number and cell ID and formation and cell ID; Select the process of signaling location track to be actually the process that a signaling location track is mated.According to select recently like the signaling location track, and the signaling location track of setting and the corresponding relation of occupational information are determined mobile subscriber's occupational information.
When mobile subscriber's signaling position track record time of staying during information in the corresponding sub-district, also will be in the signaling location track of selecting, select to be included in the duration information that in respective cell, stops that comprises in the signaling location track of the duration information that stops in the respective cell and formation 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 are determined mobile subscriber's occupational information.
The method of the definite mobile subscriber's occupational information that provides corresponding to embodiment 1, the embodiment of the invention 3 provides a kind of device of definite mobile subscriber's occupational information, comprising:
Change information collection unit, signaling position 301 is used to gather the signaling position change information of mobile subscriber in the specified time period;
Signaling location track generation unit 302, the signaling position change information that is used to utilize change information collection unit, signaling position 301 to collect constitutes mobile subscriber's signaling location track
Occupational information determining unit 303 is used for according to the signaling location track of setting and the corresponding relation of occupational information, and the signaling location track that constitutes is determined mobile subscriber's occupational information.
The first chooser unit 3031 is used in the signaling location track of setting, and selects to comprise the signaling location track of the sequence similarity of the subdistrict position sign indicating number that comprises in the signaling location track of the sequence of subdistrict position sign indicating number and cell ID and formation and cell ID;
The second chooser unit 3032, be used for the signaling location track selected in the first chooser unit 3031, select to be included in the duration information that in respective cell, stops that comprises in the signaling location track of the duration information that stops in the respective cell and formation nearest like the signaling location track;
Occupational information is determined subelement 3033, be used 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 are determined mobile subscriber's occupational information.
Provide a kind of device of definite mobile subscriber's occupational information at the method embodiment of the invention 4 of embodiment 2 disclosed definite mobile subscriber's occupational information, having comprised:
Change information collection unit, signaling position 401 when specified time period arrives, is once gathered the signaling position change information of mobile subscriber in the described specified time period;
Signaling location track generation unit 402 is used to utilize change information collection unit, signaling position 401 to utilize the signaling position change information of gathering to constitute mobile subscriber's signaling location track;
Signaling location track selected cell 403 is used for determining the highest signaling location track of the frequency of occurrences in each signaling location track that signaling location track production unit constitutes after gathering the regulation several;
Occupational information is determined single 404 yuan, be used for according to the signaling location track of 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 is used in the signaling location track of setting, and selects to comprise the signaling location track of the sequence similarity of the subdistrict position sign indicating number that comprises in the signaling location track of the sequence of subdistrict position sign indicating number and cell ID and formation and cell ID;
The second chooser unit 4042, be used for the signaling location track selected in the first chooser unit 4041, select to be included in the duration information that in respective cell, stops that comprises in the signaling location track of the duration information that stops in the respective cell and formation nearest like the signaling location track;
Occupational information is determined subelement 4043, be used 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 are determined mobile subscriber's occupational information.
The method and the device of definite mobile subscriber's occupational information that the embodiment of the invention provides have solved the problem that mobile subscriber's occupational information can't dynamically update in the prior art effectively.
Obviously, those skilled in the art can carry out various changes and modification to the present invention and not break away from the spirit and scope of the present invention.Like this, if of the present invention these are revised and modification belongs within the scope of claim of the present invention and equivalent technologies thereof, then the present invention also is intended to comprise these changes and modification interior.
Claims (11)
1. the method for definite mobile subscriber's occupational information is characterized in that, comprising:
Gather the signaling position change information of mobile subscriber in the specified time period;
The signaling position change information that utilization collects constitutes mobile subscriber's signaling location track; And
According to the signaling location track of setting and the corresponding relation of occupational information, and the signaling location track that constitutes is determined mobile subscriber's occupational information.
2. the method for claim 1 is characterized in that, described signaling location track comprises: the mobile subscriber is the subdistrict position sign indicating number and the cell ID of the sub-district of process in proper order.
3. method as claimed in claim 2 is characterized in that, described signaling location track also comprise the mobile subscriber the duration information that stops in the sub-district of process.
4. method as claimed in claim 3 is characterized in that, according to the signaling location track of setting and the corresponding relation of occupational information, and the signaling location track that constitutes determines mobile subscriber's occupational information, specifically comprises:
In the signaling location track of setting, select to comprise the signaling location track of the sequence similarity of the subdistrict position sign indicating number that comprises in the signaling location track of the sequence of subdistrict position sign indicating number and cell ID and formation and cell ID;
In the signaling location track of selecting, select to be included in the duration information that in respective cell, stops that comprises in the signaling location track of the duration information that stops in the respective cell and formation 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 are determined mobile subscriber's occupational information.
5. the method for definite mobile subscriber's occupational information is characterized in that, comprising:
When specified time period arrives, the signaling position change information of mobile subscriber in the described specified time period is once gathered; And
Utilize the signaling position change information of gathering to constitute mobile subscriber's signaling location track;
After gathering the regulation several, in each signaling location track that constitutes, determine the highest signaling location track of the frequency of occurrences; And
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.
6. method as claimed in claim 5 is characterized in that, determines specifically to comprise the highest signaling location track of the frequency of occurrences in each signaling location track that constitutes:
According to the mobile subscriber who comprises in each signaling location track that constitutes the subdistrict position sign indicating number and the cell ID of the sub-district of process in proper order, in each signaling location track that constitutes, select the highest mobile subscriber of probability of occurrence the subdistrict position sign indicating number of the sub-district of process and the signaling location track at cell ID place in proper order; And
According to the mobile subscriber who comprises in each signaling location track of selecting the duration information that stops in the sub-district of process, determine the mobile subscriber the duration mean value in the sub-district of process;
To comprise the highest mobile subscriber of probability of occurrence in proper order the subdistrict position sign indicating number of the sub-district of process and cell ID and the mobile subscriber that determines the signaling location track of the duration mean value in the sub-district of process, as the highest signaling location track of the frequency of occurrences.
7. method as claimed in claim 6 is characterized in that, according to the signaling location track of setting and the corresponding relation of occupational information, and the signaling location track of determining determines mobile subscriber's occupational information, specifically comprises:
In the signaling location track of setting, the signaling location track of the subdistrict position sign indicating number that comprises in the sequence of selecting to comprise subdistrict position sign indicating number and cell ID and the signaling location track of determining and the sequence similarity of cell ID;
In the signaling location track of selecting, select to be included in the duration information that in respective cell, stops that comprises in duration information that stops in the respective cell and the signaling location track of determining recently 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 are determined mobile subscriber's occupational information.
8. the device of definite mobile subscriber's occupational information is characterized in that, comprising:
Change information collection unit, signaling position is used to gather the signaling position change information of mobile subscriber in the specified time period;
Signaling location track generation unit, the signaling position change information that is used to utilize change information collection unit, signaling position to collect constitutes mobile subscriber's signaling location track;
The occupational information determining unit is used for according to the signaling location track of setting and the corresponding relation of occupational information, and the signaling location track that constitutes is determined mobile subscriber's occupational information.
9. device as claimed in claim 7 is characterized in that, described occupational information determining unit specifically comprises:
The first chooser unit is used in the signaling location track of setting, and selects to comprise the signaling location track of the sequence similarity of the subdistrict position sign indicating number that comprises in the signaling location track of the sequence of subdistrict position sign indicating number and cell ID and formation and cell ID;
The second chooser unit, be used for the signaling location track selected in the first chooser unit, select to be included in the duration information that in respective cell, stops that comprises in the signaling location track of the duration information that stops in the respective cell and formation nearest like the signaling location track;
Occupational information is determined subelement, be used 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 are determined mobile subscriber's occupational information.
10. the device of definite mobile subscriber's occupational information is characterized in that, comprising:
Change information collection unit, signaling position when specified time period arrives, is once gathered the signaling position change information of mobile subscriber in the described specified time period;
Signaling location track generation unit, the signaling position change information that is used to utilize signaling position change information collection unit by using to gather constitutes mobile subscriber's signaling location track;
Signaling location track selected cell is used for determining the highest signaling location track of the frequency of occurrences in each signaling location track that signaling location track production unit constitutes after gathering the regulation several;
The occupational information determining unit is used for according to the signaling location track of setting and the corresponding relation of occupational information, and the signaling location track determined of signaling location track selected cell is determined mobile subscriber's occupational information.
11. device as claimed in claim 10 is characterized in that, described occupational information determining unit specifically comprises:
The first chooser unit is used in the signaling location track of setting, and selects to comprise the signaling location track of the sequence similarity of the subdistrict position sign indicating number that comprises in the signaling location track of the sequence of subdistrict position sign indicating number and cell ID and formation and cell ID;
The second chooser unit, be used for the signaling location track selected in the first chooser unit, select to be included in the duration information that in respective cell, stops that comprises in the signaling location track of the duration information that stops in the respective cell and formation nearest like the signaling location track;
Occupational information is determined subelement, be used 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 are determined mobile subscriber's occupational information.
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