CN105354290B - A kind of method and system for searching specific people based on mobile terminal MAC Address - Google Patents
A kind of method and system for searching specific people based on mobile terminal MAC Address Download PDFInfo
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- CN105354290B CN105354290B CN201510733071.7A CN201510733071A CN105354290B CN 105354290 B CN105354290 B CN 105354290B CN 201510733071 A CN201510733071 A CN 201510733071A CN 105354290 B CN105354290 B CN 105354290B
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/95—Retrieval from the web
- G06F16/953—Querying, e.g. by the use of web search engines
- G06F16/9537—Spatial or temporal dependent retrieval, e.g. spatiotemporal queries
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/95—Retrieval from the web
- G06F16/951—Indexing; Web crawling techniques
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Abstract
The invention discloses a kind of method and system for searching specific people based on mobile terminal MAC Address, acquisition equipment is acquired by MAC relevant information of the wireless protocols to radio networking device；Acquisition equipment is sent to the corresponding database of background server after collecting data in real time, before data storage, pre-processes to data；It searches personnel relevant to single incident: being searched, i.e., retrieved in the database according to locale, time according to single incident, calculate personnel in certain place residence time, and collected number；It searches personnel relevant to multiple affair: according to multiple locales, time, carrying out many condition searching database, counting situation of the MAC information in all set is calculated.The present invention can search the relevant personnel of single incident and the relevant personnel of multiple affair respectively, and make different lookup mode and data processing method, more targetedly, search more accurate.
Description
Technical field
The present invention relates to a kind of method and system that specific people is searched based on mobile terminal MAC Address.
Background technique
With the fast development of internet and universal, quantity and the type for being connected to the equipment of internet are more and more, by
The big server in the past several football pitchs computer such as button small till now all can easily be connected to internet, relative to masses
For the electronic products such as home computer, notebook, plate, mobile phone be familiar with the most.And for each electronic product, as long as being connected to
Network can all have it specifically to go here and there number to indicate own, wherein most convenient be exactly electronic product network card MAC Address.
In this day and age, mobile phone have become everyone necessity namely the relevance of mobile phone and people exist it is very big
Viscosity finds mobile phone namely has found people.If some system can be with the proprietary MAC information of real-time collecting, according to MAC information
The being associated property of attributes such as time, place, collision property analysis, personnel relevant to certain events can be found.
The technology for searching personnel by mobile terminal at present is essentially all to compare to carry out using cellular base station or video
Positioning searching.The above positioning searching mode suffers from the drawback that
1. data collection equipment (base station or camera) installation cost is high；
2. the position orientation range of base station is big, accuracy is not high；
3. video retrieval manually compares substantially, slow, heavy workload is searched；
4. place more than, time, which carry out collision, which searches, cannot achieve.
Summary of the invention
To solve the shortcomings of the prior art, it is specific based on the lookup of mobile terminal MAC Address that the invention discloses one kind
The method and system of personnel, spirit of the invention are exactly to be associated by the information that MAC acquires the mobile terminal that equipment is collected
Property analysis, to get information associated with certain event.
To achieve the above object, concrete scheme of the invention is as follows:
A method of specific people is searched based on mobile terminal MAC Address, comprising the following steps:
Step 1: the acquisition of data: acquisition equipment is carried out by MAC relevant information of the wireless protocols to radio networking device
Acquisition；
Step 2: data storage: acquisition equipment is sent to the corresponding database of background server after collecting data in real time,
Before data storage, data are pre-processed；
Step 3: personnel relevant to single incident are searched: being searched according to single incident, namely is occurred according to event
Place, the time retrieved in the database, calculate with the associated terminal of personnel in certain place residence time, and by
The number of acquisition；
Step 4: personnel relevant to multiple affair are searched: according to multiple locales, time, carries out many condition
Searching database handles the data retrieved, and counting situation of the MAC information in all set is calculated.
Further, the wifi switch of radio networking device mobile terminal must be turned in step 1, and acquisition in this way is set
The standby essential information that can just collect the mobile terminal.
Further, radio networking device includes mobile phone, tablet computer PAD and notebook.
Further, the data of acquisition include MAC Address, venue location and the acquisition time letter of radio networking device terminal
Breath.
Further, data are pre-processed, and remove invalid data that acquisition equipment sends over, repeated data, endless
Whole data, the format of data storage: mobile terminal MAC, location and time.
Further, when being searched according to single incident, comprising the following steps:
3-1) place of incoming event generation, time find corresponding all records in the initial data of database；
Initial data 3-2) is subjected to data merging, merges the earliest time of occurrence of personnel and the latest time of occurrence out, and
Personnel can be calculated in certain place residence time and collected number；
3-3) data after merging are shown, sequence is done down with collected quantity and carries out list displaying, is shown
Terminal MAC information, place, on-line time, downtime and number.
Wherein, initial data is the data after the operation such as duplicate removal, but data before not merging.
Further, when searching personnel relevant to multiple affair, comprising the following steps:
Multiple locales, time 4-1) are inputted, the initial data in many condition searching database is carried out；According to
Place, time are that condition is retrieved respectively, and the data of retrieval are stored in respectively in different arrays；
Data deduplication 4-2) is carried out to the initial data of each event；Every data in data group is removed into useless words
Section only retains MAC Address, then compares datacycle, and removal repeats MAC, only retains without duplicate in the same array
MAC Address；
4-3) by the data set combination after duplicate removal, and intersection operation processing is carried out to set；Ensemble is programmed using java
Set type in language carries out dump and ensure that data do not repeat, again in the data structure of data dump to set type
Guarantee that data structure can carry out set operation；
Then multiple set set compare two-by-two and be collided, counted if there is identical MAC, then on this MAC
It is 1 time.This collision process is repeated, counting situation of the MAC in all set is calculated；
4-4) data are shown, are collided intersection number with set and are done down sequence and carry out list displaying, or with incidence relation figure or
Power guiding figure is shown.
A kind of system that specific people is searched based on mobile terminal MAC Address, comprising:
The acquisition module of data: acquisition equipment is adopted by MAC relevant information of the wireless protocols to radio networking device
Collection；
Data memory module: acquisition equipment is sent to the corresponding database of background server after collecting data in real time,
Before data storage, data are pre-processed；
It searches personnel module relevant to single incident: being searched according to single incident, namely occurred according to event
Place, time are retrieved in the database, calculate with the associated terminal of personnel in certain place residence time, and adopted
The number of collection；
It searches personnel module relevant to multiple affair: according to multiple locales, time, carrying out many condition retrieval
Database handles the data retrieved, and counting situation of the MAC information in all set is calculated.
Further, radio networking device includes mobile phone, tablet computer PAD and notebook.
Further, the data of acquisition include MAC Address, venue location and the acquisition time letter of radio networking device terminal
Breath.
Further, personnel module relevant to single incident is searched, when being searched according to single incident, comprising:
Single incident information searching module, the place of incoming event generation, time, is searched in the initial data of database
To corresponding all records；
Initial data is carried out data merging, merges the earliest time of occurrence of personnel out and go out the latest by data combiners block
Between current, and personnel can be calculated in certain place residence time and collected number；
First data display module, the data after merging are shown, and are done down sequence with collected quantity and are carried out
List displaying, displaying terminal MAC information, place, on-line time, downtime and number.
Personnel module relevant to multiple affair is searched, when searching personnel relevant to multiple affair, comprising:
Multiple event information searching modules input multiple locales, time, carry out many condition searching database
In initial data；It is that condition is retrieved respectively according to place, time, the data of retrieval are stored in different arrays respectively
In；
Data deduplication module carries out data deduplication to the initial data of each event；By every data in data group
Remove hashed field, only retain MAC Address, then compare datacycle, removal repeats MAC, only protects in the same array
It stays without duplicate MAC Address；
Data set combination module carries out intersection operation processing by the data set combination after duplicate removal, and to set；Ensemble is adopted
Dump is carried out with the set type in java programming language, by the data structure of data dump to set type, that is, ensure that number
According to not repeating, and guarantee that data structure can carry out set operation；
Then multiple set set compare two-by-two and be collided, counted if there is identical MAC, then on this MAC
It is 1 time.This collision process is repeated, counting situation of the MAC in all set is calculated；
Second data display module collides intersection number with set and does down sequence progress list displaying, or with incidence relation
Figure or power guiding figure are shown.
Beneficial effects of the present invention:
1. the present invention is directly acquired terminal data using acquisition equipment, upper more convenient and data are realized in technology
It is more accurate.
2. the present invention can search the relevant personnel of single incident and the relevant personnel of multiple affair respectively, and formulate
Different lookup modes and data processing method out more targetedly, and are searched more accurate.
3, in the processing of data, the application is to single incident information searching, and by the way of data merging, data are looked into
It looks for more comprehensively, is conducive to the accurate positioning to associated terminal；
4, when the relevant information of multiple affair is searched, the data processing side that is combined using data deduplication and data set combination
Formula, convenient for that can find end message relevant to multiple affair, data are accurate and are conducive to quick search.
5, the present invention uses specific data exhibition method, checking and analyzing using related personnel.
Detailed description of the invention
Fig. 1 flow chart of data processing figure；
Fig. 2 single event related personnel searches flow chart；
Fig. 3 multiple affair related personnel searches flow chart；
Fig. 4 data set combination schematic diagram.
Specific embodiment:
The present invention is described in detail with reference to the accompanying drawing:
In order to quick and precisely position specific people relevant to event, one kind is searched special based on mobile terminal MAC Address
The method and system of fix the number of workers, concrete scheme of the invention are as follows:
Firstly, carrying out the acquisition of data: in acquisition place installation acquisition equipment, acquisition equipment passes through wireless wifi agreement pair
The MAC of the radio networking devices such as mobile phone, PAD, notebook is acquired, and the data of acquisition include the MAC of terminal (mobile phone etc.)
The information such as location, venue location, acquisition time.
Secondly, data store: acquisition equipment is sent to background data base after collecting data in real time, is transmitted through internet
It is conveyed.Before data storage, pretreatment work is carried out to data, is sent as shown in Figure 1, mainly removing acquisition equipment
Invalid data, repeated data, incomplete data for coming over etc..Format such as the following table 1 of data storage:
Table 1
| Mobile terminal MAC | Position | Time |
| 1a:8b:32:57:3e:9b | The square * | 2015-10-1 12:31:10 |
| ba:1b:32:1e:59:87 | The square * | 2015-10-1 12:32:02 |
| 1a:8b:32:57:3e:9b | The shop * | 2015-10-1 13:32:20 |
| ba:1b:32:1e:59:87 | The railway station * | 2015-10-2 21:12:30 |
Third, as shown in Fig. 2, searching personnel relevant to single incident.It is searched according to single incident, namely according to
Locale, time are retrieved in initial data.Main process is as follows:
1. typing locale, time are submitted to background data base, found in initial data corresponding complete
Portion's record；
2. initial data is carried out data merging, merge the earliest time of occurrence of personnel and the latest time of occurrence out, and can
Personnel are calculated in certain place residence time, and collected number etc.；
3. data are shown, sequence is done down with collected quantity and carries out list displaying, as shown in table 2 below:
Table 2
4th, is as shown in figure 3, search personnel relevant to multiple affair.
1. the multiple locales of typing, time carry out many condition and retrieve initial data；Retrieve initial data process
It is similar with single incident search procedure, it is that condition is retrieved respectively according to place, time.The data of retrieval are stored in not respectively
In same array, used to following link.
2. the initial data of pair each event carries out data deduplication, guarantee to retain unduplicated MAC in each array
Address；Every data in data group is removed into hashed field, only retains the address mac, then compares datacycle, removal weight
Multiple MAC, only retains without duplicate MAC Address in the same array.
3. carrying out intersection operation processing by the data set combination after duplicate removal, and to set；Ensemble uses java programming language
The set type called the turn carries out dump and ensure that data do not repeat in the data structure of data dump to set type, and protects
Card data structure can carry out set operation.Then multiple set set compare two-by-two and be collided, if there is identical
MAC, then be counted as on this MAC 1 time.This collision process is repeated, counting situation of the MAC in all set is calculated.Such as
Lower Fig. 4.
4. data are shown, sequence is done down with set collision intersection number and carries out list displaying, or with incidence relation figure or power
Guiding figure is shown.Shown in table 3 presented below:
Table 3
| MAC | Intersect number | There is place |
| ba:1b:32:1e:59:87 | 3 | The square the */railway station * */shop * * |
| 1a:8b:32:57:3e:9b | 2 | The square the */shop * * |
The present invention can be used for: suspect searches in public security organ, passes through the lines such as time, the place of personnel's offer of reporting a case to the security authorities
Rope searches the personnel occurred at the scene, cooperates with video capture technology, quickly positions criminal.
Analysis of the public security organ to more case criminal offences.There are multiple scenes for more cases, by multiple live, multiple
Period carries out collision Conjoint Analysis, finds personnel the closest related to more cases.
Business analysis.Crash analysis is carried out by the personnel for consumption of visiting to multiple places of business, in multiple periods, it can
The personnel of different hierarchies of consumption and consumption type are found, so as to be directed to different consumer groups' progress precision products and advertisement
It launches.
Above-mentioned, although the foregoing specific embodiments of the present invention is described with reference to the accompanying drawings, not protects model to the present invention
The limitation enclosed, those skilled in the art should understand that, based on the technical solutions of the present invention, those skilled in the art are not
Need to make the creative labor the various modifications or changes that can be made still within protection scope of the present invention.
Claims (6)
1. a kind of method for searching specific people based on mobile terminal MAC Address, characterized in that the following steps are included:
Step 1: the acquisition of data: acquisition equipment is adopted by MAC relevant information of the wireless protocols to radio networking device
Collection；
Step 2: data storage: acquisition equipment is sent to the corresponding database of background server after collecting data in real time, in number
Before storage, data are pre-processed；
Step 3: searching personnel relevant to single incident: being searched according to single incident, namely the ground occurred according to event
Point, time are retrieved in the database, calculate with the associated terminal of personnel in certain place residence time, and collected
Number；
Step 4: personnel relevant to multiple affair are searched: according to multiple locales, time, carries out many condition retrieval
Database handles the data retrieved, and counting situation of the MAC information in all set is calculated；
When being searched according to single incident, comprising the following steps:
3-1) place of incoming event generation, time find corresponding all records in the initial data of database；
Initial data 3-2) is subjected to data merging, merges the earliest time of occurrence of personnel and the latest time of occurrence out, and can count
Calculating personnel are in certain place residence time and collected number；
3-3) data after merging are shown, sequence is done down with collected quantity and carries out list displaying, displaying terminal
MAC information, place, on-line time, downtime and number；
When searching personnel relevant to multiple affair, comprising the following steps:
Multiple locales, time 4-1) are inputted, the initial data in many condition searching database is carried out；Base area
Point, time are that condition is retrieved respectively, and the data of retrieval are stored in respectively in different arrays；
Data deduplication 4-2) is carried out to the initial data of each event；Every data in data group is removed into hashed field,
Only retain MAC Address, then compare datacycle, removal repeats MAC, only retains without duplicate MAC in the same array
Address；
4-3) by the data set combination after duplicate removal, and intersection operation processing is carried out to set；Ensemble uses java programming language
In set type carry out dump and by the data structure of data dump to set type ensure that data do not repeat, and guarantee
Data structure can carry out set operation；
Then multiple set set is collided, is increased by 1 time if there is identical MAC, then in this MAC counting, repeated this and touch
Process is hit, counting situation of the MAC in all set is calculated；
4-4) data are shown, are done down sequence with set collision intersection number and are carried out list displaying, or are led with incidence relation figure or power
It is shown to figure.
2. a kind of method for searching specific people based on mobile terminal MAC Address as described in claim 1, characterized in that nothing
Line equipment for surfing the net includes mobile phone, tablet computer PAD and notebook.
3. a kind of method for searching specific people based on mobile terminal MAC Address as described in claim 1, characterized in that adopt
The data of collection include the MAC Address, venue location and acquisition time information of radio networking device terminal.
4. a kind of method for searching specific people based on mobile terminal MAC Address as described in claim 1, characterized in that number
According to being pre-processed, remove invalid data, the repeated data, incomplete data that acquisition equipment sends over, data storage
Format: mobile terminal MAC, location and time.
5. a kind of system for searching specific people based on mobile terminal MAC Address, characterized in that include:
The acquisition module of data: acquisition equipment is acquired by MAC relevant information of the wireless protocols to radio networking device；
Data memory module: acquisition equipment is sent to the corresponding database of background server after collecting data in real time, in data
Before storage, data are pre-processed；
Search relevant to single incident personnel module: being searched according to single incident, namely according to locale,
Time is retrieved in the database, calculates personnel in certain place residence time, and collected number；
It searches personnel module relevant to multiple affair: according to multiple locales, time, carrying out many condition and retrieve data
Library handles the data retrieved, and counting situation of the MAC information in all set is calculated；
Personnel module relevant to single incident is searched, when being searched according to single incident, comprising:
Single incident information searching module, place that incoming event occurs, time, finds pair in the initial data of database
The whole records answered；
Initial data is carried out data merging, when merging the earliest time of occurrence of personnel out and occurring the latest by data combiners block
Between, and personnel can be calculated in certain place residence time and collected number；
First data display module, the data after merging are shown, and are done down sequence with collected quantity and are carried out list
It shows, displaying terminal MAC information, place, on-line time, downtime and number；
Personnel module relevant to multiple affair is searched, when searching personnel relevant to multiple affair, comprising:
Multiple event information searching modules input multiple locales, time, carry out in many condition searching database
Initial data；It is that condition is retrieved respectively according to place, time, the data of retrieval are stored in respectively in different arrays；
Data deduplication module carries out data deduplication to the initial data of each event；Every data in data group is removed
Hashed field only retains MAC Address, then compares datacycle, and removal repeats MAC, and nothing is only retained in the same array
Duplicate MAC Address；
Data set combination module carries out intersection operation processing by the data set combination after duplicate removal, and to set；Ensemble uses
Set type in java programming language carries out dump and ensure that data in the data structure of data dump to set type
It does not repeat, and guarantees that data structure can carry out set operation；
Then multiple set set is collided, is increased by 1 time if there is identical MAC, then in this MAC counting, repeated this and touch
Process is hit, counting situation of the MAC in all set is calculated；
Second data display module, collides intersection number with set and does down sequence and carry out list displaying, or with incidence relation figure or
Power guiding figure is shown.
6. a kind of system for searching specific people based on mobile terminal MAC Address as claimed in claim 5, characterized in that nothing
Line equipment for surfing the net includes mobile phone, tablet computer PAD and notebook；
The data of acquisition include the MAC Address, venue location and acquisition time information of radio networking device terminal.
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| CN106294811B (en) * | 2016-08-16 | 2019-09-20 | 深圳市信锐网科技术有限公司 | A kind of terminal MAC address search method and terminal MAC address searching system |
| CN106453691B (en) * | 2016-11-29 | 2019-09-03 | 山东合天智汇信息技术有限公司 | A kind of method and system of binding MAC true identity |
| CN108243421B (en) * | 2016-12-26 | 2020-12-15 | 中国移动通信集团山东有限公司 | Pseudo base station identification method and system |
| CN108540759B (en) * | 2017-03-01 | 2021-04-09 | 中国电信股份有限公司 | Video monitoring method, device and system |
| CN108537087A (en) * | 2017-03-01 | 2018-09-14 | 中国电信股份有限公司 | Association user determines method and apparatus |
| CN106912053A (en) * | 2017-04-17 | 2017-06-30 | 湖南超云信息科技有限公司 | A kind of method and system for recognizing pseudo-base station carrier |
| CN108347698B (en) * | 2018-02-07 | 2020-11-06 | 山东合天智汇信息技术有限公司 | Online and offline activity track analysis method, device and system |
| CN108536749B (en) * | 2018-03-12 | 2020-03-31 | 南京甄视智能科技有限公司 | Method for constructing person track view based on collision detection method |
| CN108427930B (en) * | 2018-03-20 | 2022-04-01 | 佛山市云立方互动科技有限公司 | Method and system for establishing identity recognition information association relation based on mathematical statistics |
| CN109447114B (en) * | 2018-09-25 | 2020-11-06 | 北京酷云互动科技有限公司 | Method and system for evaluating association degree between places |
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