CN101854439A - Interpersonal relationship analysis method and system based on ticket - Google Patents
Interpersonal relationship analysis method and system based on ticket Download PDFInfo
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- CN101854439A CN101854439A CN201010112650A CN201010112650A CN101854439A CN 101854439 A CN101854439 A CN 101854439A CN 201010112650 A CN201010112650 A CN 201010112650A CN 201010112650 A CN201010112650 A CN 201010112650A CN 101854439 A CN101854439 A CN 101854439A
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Abstract
The invention discloses an interpersonal relationship analysis method based on a ticket, which comprises the following steps that: ticket data produced by a target number is collected, and the target number is determined to be an analysis object; the ticket data judges the iterative analysis conditions of the analysis object; when the level of the analysis object does not exceed a preset iterative level, the relationship between the analysis object and the number of a contact person is analyzed, and the analysis results are recorded; the number of the contact person is sequentially determined to be the analysis object and the ticket data of the analysis object is extracted to judge the iterative analysis conditions; and when the level of the analysis object exceeds the preset iterative level, the analysis results are processed into a relationship network diagram with the target number as the center and displayed. The method can obtain quite a complete interpersonal relationship network of the target number. Simultaneously, the invention also discloses an analysis system based on the interpersonal relationship network based on the ticket.
Description
Technical field
The present invention relates to communication technical field, relate to a kind of analytical method and system of the interpersonal relationship based on ticket in particular.
Background technology
In problems in present society, understand a people's interpersonal relationships, mainly be that the basic data that file data or some individuals by the individual provide realizes.But, because the foundation of human relationships exists promptness and uncertainty, so can not obtain individual effectively current interpersonal relationships by above-mentioned data.And mobile phone has become an indispensable part in people's life as a kind of communication tool, when people exchange by mobile phone, will inevitably produce the conversation ticket.In the prior art, when carrying out the analysis of individual interpersonal relationship at ticket, need utilize between cellphone subscriber's the number and carry out crash analysis, promptly collide by known target number in twos, obtain common contacts between the two, and write down the relation between this common contacts and the destination number.By the collision between the destination number, and the crash analysis that carries out between destination number and the common contact number, finally can access destination number user's interpersonal relationship.
But when the analytical method of utilizing prior art is carried out the analysis of interpersonal relationship to a certain number, need obtain the ticket information of a plurality of cellphone subscriber's numbers simultaneously, just can carry out the collision between the number, increase the difficulty of analyzing; And under the less situation of known target number, the common contacts that obtains by crash analysis is also few more, and in the interpersonal relationship that obtains, lack the information of the non-common contacts of destination number, promptly can only obtain and the user-dependent part interpersonal relationship of destination number, make destination number user's the interpersonal relationship of final acquisition imperfect.
Summary of the invention
In view of this, the invention provides a kind of analytical method and system of the interpersonal relationship based on ticket, realized under the less situation of known target number, when the call bill data of the destination number of designated user is analyzed, can access the relatively complete interpersonal relationship of this destination number.
For achieving the above object, the invention provides following technical scheme:
A kind of analytical method of the interpersonal relationship based on ticket comprises:
Know targeted customer's destination number, gather the call bill data that described destination number produces, and described destination number is defined as analytic target;
Utilize described call bill data that described analytic target is carried out the judgement of iterative analysis condition, wherein, the judgement of described iterative analysis condition comprises:
When described analytic target progression of living in does not surpass default iteration progression, the relation between the contact number in described analytic target and its call bill data is analyzed, and the record analysis result; Determine described contact number residing progression in network of personal connections, successively described contact number is defined as analytic target again, the call bill data that extracts described analytic target carries out described iterative analysis condition judgment;
When described analytic target progression of living in surpassed described default iteration progression, it was the relational network figure at center that described analysis result is processed into described destination number, and shows.
Preferably, describedly after gathering the described call bill data that the current goal number produced, also comprise, the described call bill data that does not meet assay format is carried out format conversion.
Preferably, described analysis result comprises: get in touch the number of times and the ownership place of described contact number between described analytic target and the contact number.
Preferably, the process that the relation between described analytic target and the contact number is analyzed comprises:
According to described call bill data the number of times of getting in touch between described analytic target and the contact number is added up, and record;
According to described call bill data the ownership place of described contact number is being analyzed, and record.
Preferably, described to the relation between described analytic target and the contact number analyze and the record analysis result after, also comprise,
Judge and whether get in touch number of times more than or equal to default iterated conditional between described analytic target and the contact number; When described contact number of times during more than or equal to described default iterated conditional, described contact number is defined as analytic target, the call bill data that extracts described analytic target carries out described iterative analysis condition judgment.
A kind of analytical system of the interpersonal relationship based on ticket comprises:
The call bill data acquisition module is used to gather targeted customer's the call bill data that destination number produced, and described destination number is defined as analytic target;
The iterative analysis module, described analytic target is carried out the judgement of iterative analysis condition according to the described call bill data that collects: when described analytic target progression of living in does not surpass default iteration progression, relation between the contact number in described analytic target and its call bill data is analyzed, and the record analysis result; Determine described contact number residing progression in network of personal connections, successively described contact number is defined as analytic target again, the call bill data that extracts described analytic target carries out described iterative analysis condition judgment; When the residing progression of described analytic target surpasses described default iteration progression, export described analysis result;
Display module according to the described analysis result that receives, shows with described destination number to be the relational network figure at center.
Preferably, also comprise in the described call bill data acquisition module, be used for the described call bill data that does not meet assay format that collects is carried out format conversion.
Preferably, comprise in the described iterative analysis module:
Judge iteration stages digital-to-analogue piece, be used to judge whether described analytic target progression of living in surpasses described default iteration progression; When the residing progression of described analytic target surpasses described default iteration progression, export described analysis result;
Data analysis module is used for the call bill data that does not surpass the described analytic target of described default iteration progression is analyzed, and obtains the relation between described analytic target and the contact number, and the record analysis result; Wherein, described analysis result comprises, gets in touch the number of times and the ownership place of described contact number between described analytic target and the contact number;
Extract the ticket module, according to the described contact number that obtains in the described data analysis module, determine described contact number residing progression in network of personal connections, and it is defined as analytic target, extract the call bill data of described analytic target, and return described judgement iteration stages digital-to-analogue piece.
Preferably, also comprise in the described iterative analysis module:
Judge the iterated conditional module, be used to judge and whether get in touch number of times more than or equal to default iterated conditional between described analytic target and the contact number; When described contact number of times during, enter described extraction ticket module more than or equal to described default iterated conditional.
Preferably, described contact number of times comprises: the talk times between described analytic target and the contact number, note are got in touch number of times and video calling number of times.
According to specific embodiment provided by the invention, the invention discloses following technique effect:
Via above-mentioned technical scheme as can be known, the invention provides a kind of analytical method and system of the interpersonal relationship based on ticket.When by the method for iteration the ticket of the destination number of designated user being analyzed in the present invention, by the call bill data of the contact numbers at different levels in the call bill data of destination number is analyzed, can access the more complete interpersonal relationship of destination number user, make the process of analysis easier, and further obtain the interpersonal relationship with the user-dependent contact person of destination number.
In addition, in the process of analyzing, can also arrive the density degree that concerns that obtains between destination number user and its contact person, and the ownership place that obtains contact number, promptly understand the position at contact person place.
Description of drawings
In order to be illustrated more clearly in the embodiment of the invention or technical scheme of the prior art, to do to introduce simply to the accompanying drawing of required use in embodiment or the description of the Prior Art below, apparently, accompanying drawing in describing below only is embodiments of the invention, for those of ordinary skills, under the prerequisite of not paying creative work, can also obtain other accompanying drawing according to the accompanying drawing that provides.
Fig. 1 is the analytical method flow chart of a kind of interpersonal relationship based on ticket of the present invention;
Fig. 2 is the analytical method flow chart of the embodiment of the invention one;
Fig. 3 is a network of personal connections schematic diagram shown in the embodiment of the invention one;
Fig. 4 is the analytical method flow chart of the embodiment of the invention two;
Fig. 5 is a network of personal connections schematic diagram shown in the embodiment of the invention two;
Fig. 6 is the analytical system block diagram a of a kind of interpersonal relationship based on ticket of the present invention;
Fig. 7 is the analytical system block diagram b of a kind of interpersonal relationship based on ticket of the present invention;
Fig. 8 is the analytical system block diagram c of a kind of interpersonal relationship based on ticket of the present invention.
Embodiment
Below in conjunction with the accompanying drawing in the embodiment of the invention, the technical scheme in the embodiment of the invention is clearly and completely described, obviously, described embodiment only is the present invention's part embodiment, rather than whole embodiment.Based on the embodiment among the present invention, those of ordinary skills belong to the scope of protection of the invention not making the every other embodiment that is obtained under the creative work prerequisite.
The embodiment of the invention discloses a kind of analytical method and system of the interpersonal relationship based on ticket, see also accompanying drawing 1, be the analytical method flow chart of a kind of interpersonal relationship based on ticket of the present invention, concrete steps comprise:
Step S11: gather targeted customer's the call bill data that destination number produced by server from operator, and this destination number is defined as analytic target, so that it is carried out next step analysis.
In step S11, because the call bill data form of each operator is inconsistent, to collection of server to the call bill data of destination number format, make it change into the data format that in server, to analyze, the call bill data that is about to the different-format that collects from each operator changes into unified format, to analyze.For example: in the ticket that each operator provides, may be Chinese character about the expression mode of calling and called, also may be English alphabet; Time format when getting in touch about calling and called represents that mode also may be different; Expression mode about recorded information of calling and called or the like also may be different, so after presentation format that will wherein information data is different changes into unified format, analyze again.Wherein unified format is for preestablishing.
Step S12: carry out the iterative analysis condition between default described analytic target and the contact number.
In step S12, default iterative analysis condition is an iteration progression.
Default iteration progression is meant to be preset when carrying out contact number and analytic target iteration, and the residing greatest iteration of this analytic target is analyzed progression.Analyze progression about greatest iteration, here illustrate: for example, the destination number of analyzing at first is A, and destination number A itself is the first order; The contact number B, the C that directly converse with destination number A then are the second level; Contact directly with contact number B, C, but with the unrelated contact number D of destination number A, E be the third level; Contacting directly with contact number D, E, is the fourth stage but the contact number F that does not have conversation with number A, B, C, and the like just can obtain other progression.Default here iteration progression is to provide certain foundation for the judgement of the step S13 of execution afterwards.
Step S13: utilize the call bill data of analytic target to carry out the judgement of iterative analysis condition: when this analytic target progression of living in does not surpass default iteration progression, then then execution in step S14; When this analytic target progression of living in surpasses default iteration progression, execution in step S16 then.
In step S13, the current residing progression of analytic target that carries out iterative analysis is judged, promptly judge destination number the progression of position whether surpassed among the step S12 default iteration progression.
Step S14: according to call bill data the relation between analytic target and the contact number is analyzed, and the record analysis result.
Call bill data to analytic target in step S14 is analyzed, and mainly is that number of times is analyzed and the ownership place of contact number is analyzed to getting in touch of carrying out between analytic target and the contact number.Thereby obtain the user of destination number and the relation between its contact person.Detailed process mainly comprises:
According to call bill data the number of times of getting in touch between this analytic target and the contact number is added up, and record;
According to described call bill data the ownership place of described contact number is being analyzed, and record.
Need to prove that above-mentioned contact number of times is meant that talk times, the note between analytic target and the contact number get in touch number of times and video calling number of times etc., but the present invention is not limited to this.
Step S15: determine described contact number residing progression in network of personal connections, successively described contact number is defined as analytic target again, extract the call bill data of described analytic target, and return and carry out described iterative analysis condition judgment among the step S13.
Step S16: the analysis result that obtains among the step S14 is handled, and be the relational network figure demonstration at center with the destination number among the step S11.
Analyze by ticket in the present invention the destination number of designated user, and analyze according to the contact number that default iterative analysis condition pair and destination number are got in touch, by progressive call bill data analysis, not only obtained the interpersonal relationship of designated user, also further obtain the contact person's relevant interpersonal relationship with designated user, and in the process of analyzing, can arrive the density degree that concerns that obtains between designated user and its contact person, and the ownership place that obtains contact number, promptly understand the position at contact person place.
In addition, on the basis of the invention described above, in step S12, can add the preset value of a judgement, after execution of step S14, add the determining step of this preset value simultaneously.Detailed process sees also accompanying drawing 2, is the flow chart of specific embodiments of the invention one, and here hypothesis will be analyzed the network of personal connections of the destination number A of designated user, and concrete steps comprise:
Step S21: gather the call bill data that targeted customer's destination number A is produced by server from operator, and this destination number A is defined as analytic target, so that it is carried out next step analysis.
In step S21, because the call bill data form of each operator is inconsistent, to collection of server to the call bill data of destination number format, make it change into the data format that in server, to analyze, the call bill data that is about to the different-format that collects from each operator changes into unified format, to analyze.
Step S22: carry out the iterative analysis condition between default described analytic target and the contact number.
In step S22, default iterative analysis condition comprises: iterated conditional and iteration progression.In present embodiment one, default iteration progression is default greatest iteration and analyzes progression.Default iterated conditional is meant the number of times of getting in touch between presupposition analysis object and the contact number.Default here iterated conditional and iteration progression are to provide certain foundation for judgement afterwards.
Step S23: utilize the call bill data of analytic target to carry out the judgement of iteration progression: when this analytic target progression of living in does not surpass default iteration progression, then then execution in step S24; When this analytic target progression of living in surpasses default iteration progression, execution in step S27 then.
In step S23, the current residing progression of analytic target that carries out iterative analysis is judged, promptly judge destination number the progression of position whether surpassed among the step S22 default iteration progression.
Step S24: according to call bill data the relation between analytic target and the contact number is analyzed, and the record analysis result.
Call bill data to analytic target in step S24 is analyzed, and mainly is that number of times is analyzed and the ownership place of contact number is analyzed to getting in touch of carrying out between analytic target and the contact number.Thereby obtain the user of destination number and the relation between its contact person.
Step S25: judge the number of times of getting in touch between the analytic target in step S24, obtain and the contact number, whether meet the default iterated conditional among the step S22, promptly whether get in touch number of times more than or equal to the default number of times of getting in touch among the step S22 between analytic target and the contact number.If meet default contact number of times, then execution in step S26; If do not meet, execution in step S27 then.
Step S26: determine described contact number residing progression in network of personal connections, the contact number that will meet default iterated conditional more successively is defined as analytic target, extract the call bill data of described analytic target, and return the judgement of carrying out iteration progression among the step S23.
Concrete implementation in step S26 illustrates, for example, by execution in step S24 the call bill data of analytic target is analyzed, this analytic target is the destination number A among the step S21 when carrying out for the first time, obtains at contact number B, the C and the D that get in touch with destination number A.The number of times of getting in touch that obtains between contact number C and the destination number A by analysis meets default iterated conditional, at this moment, this contact number C is defined as new analytic target A1, and returns the judgement of carrying out iteration progression among the step S23.
After execution in step S25, not only can obtain the interpersonal relationship of the destination number A of designated user by the analysis of call bill data, also further obtained the interpersonal relationship of the contact number C relevant with designated user.
Step S27: the analysis result that obtains among the step S24 is handled, and be the relational network figure demonstration at center with the destination number A among the step S21.
See also the relational network figure of the destination number that accompanying drawing 3 shows behind execution in step S26 for the embodiment of the invention one, comprising: contact number B, the C and the D that converse with destination number A; Get in touch number of times between A and B, A and C and A and the D; The ownership place that also comprises contact number B, C and D; And the result that analyzes of the ticket that meets the contact number C of iterated conditional.
Need to prove that the contact number of times among the step S24 is meant that talk times, the note between analytic target and the contact number get in touch number of times and video calling number of times etc., but the present invention is not limited to this.
In embodiments of the invention one, analyze by ticket to the destination number A of designated user, and the contact number B that converses according to the condition of the iterative analysis that sets pair and destination number A, C and D analyze, by progressive call bill data analysis, not only obtained the interpersonal relationship of the destination number A of designated user, also further obtain interpersonal relationship with the closely-related contact person C of designated user, and in the process of carrying out the talk times analysis, can arrive the density degree that concerns that obtains between designated user and its contact person, and obtain contact number B, the ownership place of C and D is promptly understood the position at contact person place.
In addition, on the basis of the embodiment that the invention described above is described, the deterministic process of iteration progression is carried out in change to the analytic target of determining after step S25, detailed process sees also accompanying drawing 4, flow chart for specific embodiments of the invention two, here hypothesis will be analyzed the network of personal connections of the destination number A of designated user, and concrete steps comprise:
Step S41: gather the call bill data that targeted customer's destination number A is produced by server from operator, and this destination number A is defined as analytic target, so that it is carried out next step analysis.
In step S41, because the call bill data form of each operator is inconsistent, to collection of server to the call bill data of destination number format, make it change into the data format that in server, to analyze, the call bill data that is about to the different-format that collects from each operator changes into unified format, to analyze.
Step S42: carry out the iterative analysis condition between default described analytic target and the contact number.
In step S42, default iterative analysis condition comprises: iterated conditional and iteration progression.
Default iterated conditional is meant the number of times of getting in touch between presupposition analysis object and the contact number.In the present embodiment, default iterated conditional is to carry out 70 times conversation between analytic target and the contact number.
Default iteration progression is default greatest iteration and analyzes progression.It is three grades that default in the present embodiment greatest iteration is analyzed progression.The experience progression of general iterative analysis progression is three grades, but the present invention is not limited to this.Default here iterated conditional and iteration progression are to provide certain foundation for judgement afterwards.
Step S43: utilize the call bill data of analytic target to carry out the judgement of iteration progression: when this analytic target progression of living in surpasses default iteration progression among the step S42, then then execution in step S44; When this analytic target progression of living in surpasses default iteration progression, execution in step S47 then.
In step S43, the current residing progression of analytic target that carries out iterative analysis is judged, promptly the present progression of discriminatory analysis object whether surpassed among the step S42 default three stacking generation the number of plies.
Step S44: according to call bill data the relation between analytic target and the contact number is analyzed, and the record analysis result.
Call bill data to analytic target in step S44 is analyzed, and mainly is that number of times is analyzed and the ownership place of contact number is analyzed to getting in touch of carrying out between analytic target and the contact number.Thereby obtain the user of destination number and the relation between its contact person.
Need to prove that the contact number of times in step S44 is meant that talk times, the note between analytic target and the contact number get in touch number of times and video calling number of times etc., but the present invention is not limited to this.
Step S45: judge the number of times of getting in touch between the analytic target in step S44, obtain and the contact number, whether meet the default iterated conditional among the step S42, promptly whether get in touch number of times more than or equal to the default number of times of getting in touch among the step S42 between analytic target and the contact number.If meet default contact number of times, then execution in step S46; If do not meet, execution in step S47 then.
In the present embodiment, mainly judge the analytic target that in step S44, obtains and the talk times between the contact number, whether meet default iterated conditional among the step S42, promptly whether the talk times between analytic target and the contact number is more than or equal to the default talk times among the step S42.If meet default talk times, then execution in step S46 analyzes the contact number that meets iterated conditional; If do not meet default talk times, execution in step S47 then.
Concrete implementation in step S45 illustrates.For example, by execution in step S44 the call bill data of analytic target is being analyzed, this analytic target is the destination number A among the step S41 when carrying out for the first time, obtains contact number B, the C and the D that converse with destination number A.Wherein, the talk times of A and B is 10 times; The talk times of A and C is 70 times; The talk times of A and D is 80 times.Because the default iterated conditional in step S42 is 70 times, then the talk times between contact number C, contact number D and the destination number A meets iterated conditional, at this moment, and to this contact number C and contact number D execution in step S46.
Step S46: determine described contact number residing progression in network of personal connections, the described contact number that will meet default iterated conditional more successively is defined as analytic target, and the analytic target of determining carried out the judgement of iteration progression, to there not being to surpass the analytic target of default iteration progression, extract its call bill data, and return execution in step S44; To surpassing the analytic target of default iteration progression, then transfer execution in step S47.
The process of concrete execution in step S46 is successively contact number C and the contact number D that obtains among the step S45 to be defined as new analytic target A1, A2.At first, the new analytic target A1 that determines is analyzed, mainly comprises:
Step S461: judge whether the current analytic target A1 that analyzes surpasses default iteration progression at present progression,, then transfer execution in step S47 if surpass; If do not surpass, execution in step S462 then.
Step S462: gather the ticket of the current analytic target A1 that analyzes, transfer execution in step S44 then.
Then when among the execution in step S44 ticket of A1 being analyzed, the contact number that for example obtains conversing with A1 has E and F.Wherein, the talk times of A1 and E is 75 times; The talk times of A1 and F is 20 times.Then in carrying out next step S45, judge that the talk times that obtains between contact number E and the A1 greater than default iterated conditional, at this moment, is defined as new analytic target A3 with this contact number E, and enters in the analysis of next round.
When the new analytic target A2 that determines was analyzed, the same step of execution and A1 was analyzed.
By execution in step S45 and step S46, not only can obtain the interpersonal relationship of the destination number A of designated user by the analysis of call bill data, also further obtained contact number C, the D relevant with designated user, and the interpersonal relationship of contact number E.
Step S47: handle obtaining analysis result, and be the relational network figure demonstration at center with the destination number A among the step S21.
See also the relational network figure of the destination number that accompanying drawing 5 shows behind execution in step S47 for the embodiment of the invention two, comprising: contact number B, the C and the D that converse with destination number A; The number of times of conversing between A and B, A and C and A and the D; The ownership place that also comprises contact number B, C and D; And the result that analyzes of the ticket that meets contact number C, the D of iterated conditional and contact number E.
Analyze by ticket in the present invention the destination number of designated user, and analyze according to the contact number that the condition of the iterative analysis that sets pair and destination number are conversed, by progressive call bill data analysis, not only obtained the interpersonal relationship of designated user, also further obtain the contact person's relevant interpersonal relationship with designated user, and in the process of analyzing, can arrive the density degree that concerns that obtains between designated user and its contact person, and the ownership place that obtains contact number, promptly understand the position at contact person place.
Need to prove that contact number number in embodiments of the present invention is only for used for example, in actual applications, contact person's number number is not limited only to this.
Describe method of the present invention above in detail, method for the embodiment of the invention can adopt the system of various ways to realize, the invention also discloses a kind of analytical system of the interpersonal relationship based on ticket, describe in detail below, see also accompanying drawing 6 and accompanying drawing 7, system block diagram for based on analytical method of the present invention comprises: call bill data acquisition module 61, iterative analysis module 62 and display module 63.
Call bill data acquisition module 61 is used to gather targeted customer's the call bill data that destination number produced, and this destination number is defined as analytic target.
Need to prove, in iterative analysis module 62, mainly comprise: default iterative analysis condition module 621, judgement iteration stages digital-to-analogue piece 622, data analysis module 623 and extraction ticket module 624.
Preset iterative analysis condition module 621, be used for carrying out between presupposition analysis object and the contact number iterative analysis condition of iteration.
In default iterative analysis condition module 621, default iterative analysis condition is an iteration progression, the promptly default greatest iteration number of plies, analyze progression about greatest iteration, here illustrate: for example, the destination number of analyzing at first is A, and destination number A itself is the first order; The contact number B, the C that directly converse with destination number A then are the second level; Contact directly with contact number B, C, but with the unrelated contact number D of destination number A, E be the third level; Contacting directly with contact number D, E, is the fourth stage but the contact number F that does not have conversation with number A, B, C, and the like just can obtain other progression.
Judge iteration stages digital-to-analogue piece 622, be used for discriminatory analysis object progression of living in and whether surpass described default iteration progression; When the residing progression of analytic target surpasses default iteration progression, analysis result is sent into display module 63; When the residing progression of analytic target does not surpass default iteration progression, the call bill data of analytic target sent in the data analysis module 623 analyze.
In the analytical system of a kind of interpersonal relationship based on ticket provided by the invention, by utilizing call bill data acquisition module 61, iterative analysis module 62, and the ticket of the destination number of 63 pairs of designated users of display module is analyzed, and analyze according to the contact number that the condition of the iterative analysis that sets pair and destination number are conversed, by progressive call bill data analysis, not only obtained the interpersonal relationship of designated user, also further obtained the contact person's relevant interpersonal relationship with designated user.In addition, in the process of analyzing, can arrive the density degree that concerns that obtains between designated user and its contact person, and the ownership place that obtains contact number, promptly understand the position at contact person place.
In addition, on the basis of the described system embodiment of the invention described above, in call bill data acquisition module 61, also comprise, be used for the call bill data that does not meet assay format that collects is carried out format conversion, make it change into the data format that to analyze, the call bill data that is about to the different-format that collects from each operator changes into unified format, to analyze.For example: in the ticket that each operator provides, may be Chinese character about the expression mode of calling and called, also may be English alphabet; Time format when getting in touch about calling and called represents that mode also may be different; Expression mode about recorded information of calling and called or the like also may be different, so after presentation format that will wherein information data is different changes into unified format, analyze again.Wherein unified format is for preestablishing.
In addition, on the basis of the described system embodiment of the invention described above, in iterative analysis module 62, increase new Rule of judgment, made the described system of the invention described above increase new module, seen also accompanying drawing 8, increased the system block diagram after the new module.Comprise: call bill data acquisition module 81, iterative analysis module 82 and display module 83.
Call bill data acquisition module 81 is used to gather targeted customer's the call bill data that destination number produced, and this destination number is defined as analytic target.
Need to prove, in iterative analysis module 82, mainly comprise: default iterative analysis condition module 821, judgement iteration stages digital-to-analogue piece 822, data analysis module 823, judgement iterated conditional module 824 and extraction ticket module 825.
Preset iterative analysis condition module 821, be used for carrying out between presupposition analysis object and the contact number iterative analysis condition of iteration.Wherein default iterative analysis condition comprises: the default iterated conditional of default iteration sum of series.Wherein, default iteration progression is default greatest iteration and analyzes progression.Default iterated conditional is meant the number of times of getting in touch between presupposition analysis object and the contact number.
Judge iteration stages digital-to-analogue piece 822, be used for discriminatory analysis object progression of living in and whether surpass default iteration progression; When the residing progression of analytic target surpasses default iteration progression, analysis result is sent into display module 63; When the residing progression of analytic target does not surpass default iteration progression, the call bill data of analytic target sent in the data analysis module 823 analyze.
Judge iterated conditional module 824, judge,, enter and extract ticket module 825 when this contact number of times during more than or equal to default iterated conditional according to the number of times of getting in touch between analytic target that obtains in the data analysis module 823 and the contact number; When this contact number of times during, analysis result is sent in the display module 83 less than default iterated conditional.
In addition, carry out same operation at other contact numbers that meet iterated conditional that in judging iterated conditional module 824, obtain.
Need to prove that default iterated conditional in the above-described embodiments can be meant that talk times, the note between presupposition analysis object and the contact number get in touch number of times and video calling number of times etc., but the present invention is not limited to this.
In the analytical system of a kind of interpersonal relationship based on ticket provided by the invention, by adding new judge module in iterative analysis module 82, ticket to the destination number of designated user carries out more detailed analysis, and analyze according to the contact number that the condition of the iterative analysis that sets pair and destination number are conversed, by progressive call bill data analysis, not only obtained the interpersonal relationship of designated user, also further obtained the contact person's relevant interpersonal relationship with designated user.
In addition, in the process of analyzing, can arrive the density degree that concerns that obtains between designated user and its contact person, and the ownership place that obtains contact number, promptly understand the position at contact person place.
It should be noted that method and system provided by the present invention in actual applications can instruct security bureau, criminal investigation department, public security bureau, and other legal departments carry out the investigation of case, both helped it to obtain suspect's relevant interpersonal relationship.But application of the present invention is not limited in this.
Each embodiment adopts the mode of going forward one by one to describe in this specification, and what each embodiment stressed all is and the difference of other embodiment that identical similar part is mutually referring to getting final product between each embodiment.For the disclosed device of embodiment, because it is corresponding with the embodiment disclosed method, so description is fairly simple, relevant part partly illustrates referring to method and gets final product.
The method of describing in conjunction with embodiment disclosed herein or the step of algorithm can directly use the software module of hardware, processor execution, and perhaps the combination of the two is implemented.Software module can place the storage medium of any other form known in random asccess memory (RAM), internal memory, read-only memory (ROM), electrically programmable ROM, electrically erasable ROM, register, hard disk, moveable magnetic disc, CD-ROM or the technical field.
To the above-mentioned explanation of the disclosed embodiments, make this area professional and technical personnel can realize or use the present invention.Multiple modification to these embodiment will be conspicuous concerning those skilled in the art, and defined herein General Principle can realize under the situation that does not break away from the spirit or scope of the present invention in other embodiments.Therefore, the present invention will can not be restricted to these embodiment shown in this article, but will meet and principle disclosed herein and features of novelty the wideest corresponding to scope.
Claims (10)
1. the analytical method based on the interpersonal relationship of ticket is characterized in that, comprising:
Know targeted customer's destination number, gather the call bill data that described destination number produces, and described destination number is defined as analytic target;
Utilize described call bill data that described analytic target is carried out the judgement of iterative analysis condition, wherein, the judgement of described iterative analysis condition comprises:
When described analytic target progression of living in does not surpass default iteration progression, the relation between the contact number in described analytic target and its call bill data is analyzed, and the record analysis result; Determine described contact number residing progression in network of personal connections, successively described contact number is defined as analytic target again, the call bill data that extracts described analytic target carries out described iterative analysis condition judgment;
When described analytic target progression of living in surpassed described default iteration progression, it was the relational network figure at center that described analysis result is processed into described destination number, and shows.
2. method according to claim 1 is characterized in that, describedly also comprises after gathering the described call bill data that the current goal number produced, and the described call bill data that does not meet assay format is carried out format conversion.
3. method according to claim 1 is characterized in that, described analysis result comprises: get in touch the number of times and the ownership place of described contact number between described analytic target and the contact number.
4. method according to claim 3 is characterized in that, the process that the relation between described analytic target and the contact number is analyzed comprises:
According to described call bill data the number of times of getting in touch between described analytic target and the contact number is added up, and record;
According to described call bill data the ownership place of described contact number is being analyzed, and record.
5. method according to claim 3 is characterized in that, described to the relation between described analytic target and the contact number analyze and the record analysis result after, also comprise,
Judge and whether get in touch number of times more than or equal to default iterated conditional between described analytic target and the contact number; When described contact number of times during more than or equal to described default iterated conditional, described contact number is defined as analytic target, the call bill data that extracts described analytic target carries out described iterative analysis condition judgment.
6. the analytical system based on the interpersonal relationship of ticket is characterized in that, comprising:
The call bill data acquisition module is used to gather targeted customer's the call bill data that destination number produced, and described destination number is defined as analytic target;
The iterative analysis module, described analytic target is carried out the judgement of iterative analysis condition according to the described call bill data that collects: when described analytic target progression of living in does not surpass default iteration progression, relation between the contact number in described analytic target and its call bill data is analyzed, and the record analysis result; Determine described contact number residing progression in network of personal connections, successively described contact number is defined as analytic target again, the call bill data that extracts described analytic target carries out described iterative analysis condition judgment; When the residing progression of described analytic target surpasses described default iteration progression, export described analysis result;
Display module according to the described analysis result that receives, shows with described destination number to be the relational network figure at center.
7. system according to claim 6 is characterized in that, also comprises in the described call bill data acquisition module, is used for the described call bill data that does not meet assay format that collects is carried out format conversion.
8. system according to claim 6 is characterized in that, comprises in the described iterative analysis module:
Judge iteration stages digital-to-analogue piece, be used to judge whether described analytic target progression of living in surpasses described default iteration progression; When the residing progression of described analytic target surpasses described default iteration progression, export described analysis result;
Data analysis module is used for the call bill data that does not surpass the described analytic target of described default iteration progression is analyzed, and obtains the relation between described analytic target and the contact number, and the record analysis result; Wherein, described analysis result comprises, gets in touch the number of times and the ownership place of described contact number between described analytic target and the contact number;
Extract the ticket module, according to the described contact number that obtains in the described data analysis module, determine described contact number residing progression in network of personal connections, and it is defined as analytic target, extract the call bill data of described analytic target, and return described judgement iteration stages digital-to-analogue piece.
9. system according to claim 8 is characterized in that, also comprises in the described iterative analysis module:
Judge the iterated conditional module, be used to judge and whether get in touch number of times more than or equal to default iterated conditional between described analytic target and the contact number; When described contact number of times during, enter described extraction ticket module more than or equal to described default iterated conditional.
10. system according to claim 9 is characterized in that, described contact number of times comprises: the talk times between described analytic target and the contact number, note are got in touch number of times and video calling number of times.
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| CN2010101126507A CN101854439B (en) | 2010-02-04 | 2010-02-04 | Interpersonal relationship analysis method and system based on ticket |
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| CN2010101126507A CN101854439B (en) | 2010-02-04 | 2010-02-04 | Interpersonal relationship analysis method and system based on ticket |
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| CN101854439B CN101854439B (en) | 2012-11-28 |
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| WO2016177066A1 (en) * | 2015-08-06 | 2016-11-10 | 中兴通讯股份有限公司 | Employee potential relationship analysis method and device |
| CN107423434A (en) * | 2017-08-03 | 2017-12-01 | 航天科工智慧产业发展有限公司 | A kind of method for digging of the potential social relation network based on call bill data |
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| CN109963276A (en) * | 2017-12-26 | 2019-07-02 | 恒为科技（上海）股份有限公司 | A kind of call bill data processing method and processing device |
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