WO2018226173A2 - A system for demographic analysis of mobile operator subscribers visiting the areas wherein indoor base station is established - Google Patents

A system for demographic analysis of mobile operator subscribers visiting the areas wherein indoor base station is established Download PDF

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Publication number
WO2018226173A2
WO2018226173A2 PCT/TR2017/000123 TR2017000123W WO2018226173A2 WO 2018226173 A2 WO2018226173 A2 WO 2018226173A2 TR 2017000123 W TR2017000123 W TR 2017000123W WO 2018226173 A2 WO2018226173 A2 WO 2018226173A2
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Prior art keywords
information
base station
data analysis
data
information database
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PCT/TR2017/000123
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French (fr)
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WO2018226173A3 (en
Inventor
Yusuf BEYAZ
Şeyma KULEY
Original Assignee
Turkcell Teknoloji̇ Araştirma Ve Geli̇şti̇rme Anoni̇m Şi̇rketi̇
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Publication of WO2018226173A2 publication Critical patent/WO2018226173A2/en
Publication of WO2018226173A3 publication Critical patent/WO2018226173A3/en

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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q30/00—Commerce
    • G06Q30/02—Marketing; Price estimation or determination; Fundraising
    • G06Q30/0201—Market modelling; Market analysis; Collecting market data

Definitions

  • the present invention relates to a system which carries out demographic analysis of mobile operator subscribers who get service from base station in private areas (such as shopping mall, hospital, hotel, convention centre, stadium, etc.) wherein indoor base station is established and enables to compare mobile operator subscribers visiting the areas wherein indoor base station is established according to their demographic structures.
  • base station in private areas (such as shopping mall, hospital, hotel, convention centre, stadium, etc.) wherein indoor base station is established and enables to compare mobile operator subscribers visiting the areas wherein indoor base station is established according to their demographic structures.
  • base stations where-from subscribers get service may change in order to balance the network traffic on the base stations in the event that there are a plurality of base stations wherefrom subscribers can get service.
  • location data of subscribers is determined as a certain boundary as within a certain area or neighbourhood boundaries. Therefore, location data of subscribers are not always reliable in the transaction of outdoor location determination.
  • An objective of the present invention is to realize a system which provides demographic analysis of mobile operator subscribers who get service from base station in private areas (such as shopping mall, hospital, hotel, convention centre, stadium, etc.) wherein indoor base station is established.
  • private areas such as shopping mall, hospital, hotel, convention centre, stadium, etc.
  • Another objective of the present invention is to realize a system which enables to compare mobile operator subscribers visiting the areas of the same sector wherein indoor base station is established according to their demographic structures.
  • Figure 1 is a schematic block diagram of the inventive system.
  • the inventive system (1) for carrying out demographic analysis of visitors in areas wherein indoor base station is established comprises:
  • At least one historical network information database (2) wherein the base station data of the mobile operator subscribers determined over the network signalling data are kept together with the history information;
  • At least one indoor area information database (3) which registers the information of the mobile operator's indoor base stations and the area established by thereof;
  • At least one subscriber information database (4) wherein the profile and financial information of the mobile operator subscribers are registered; at least one data analysis server (5) which queries the historical network information database (2) with the location information of the private area that it receives from the indoor area information database
  • At least one data analysis client (7) which sends request to the data analysis server (5) in accordance with the user inputs and displays the analysis results transmitted by the data analysis server (5) to the user.
  • the historical network information database (2) included in the inventive system (1 ) is a unit wherein information of the base station interacted by the mobile operator subscribers are recorded.
  • the historical network information database (2) registers the information of the base station interacted by the subscriber -who is determined upon the network signals of the mobile operator subscribers are followed up by the indoor and outdoor base stations-together with the history information interacted.
  • the historical network information database (2) performs record by using a specific definition information allocated for subscribers.
  • the specific definition information is MSISDN (Mobile Station International Subscriber Directory Number) information.
  • the indoor area information database (3) included in the inventive system ( 1 ) is a unit which registers the indoor base stations of the mobile operator.
  • the indoor area information database (3) comprises the information of the indoor base station established in private areas and the company information.
  • the indoor area information database (3) also registers the geographical location information of the area wherein the base station is established in addition to the indoor base station information.
  • the defining company information is the definition and sector information of the company included in the private area wherein the indoor base station is established.
  • the indoor area information database (3) also comprises the indoor detail information (for example, such as the floor information wherein the indoor base station is placed) as well.
  • the subscriber information database (4) included in the inventive system (1 ) is a unit which registers the profile and financial information of the mobile operator subscribers.
  • the subscriber information database (4) comprises identity information, place of residence information, age, gender and country information of subscribers as profile information and amounts of bills paid by subscribers and package/campaign information recorded in the operator as financial information.
  • the data analysis server (5) included in the inventive system (1 ) is in communication with the indoor area information database (3) and it receives the indoor area information of the indoor base station established to a private area such as hospital, hotel from the indoor area information database (3).
  • the data analysis server (5) runs query in the historical network information database (2) by using the base station information through the indoor area information.
  • the data analysis server (5) receives the specific definition information of the subscribers who have communicated with the indoor base station and the history information communicated with the indoor base station from the historical network information database (2).
  • the data analysis server (5) which receives the specific definition information of the subscribers whose base station match is provided from the historical network information database (2), receives the profile and financial information of the subscribers whose base station match is provided by querying the subscriber information database (4).
  • the data analysis server (5) receives subscribers' age, gender, marital status, place of residence information, country information, subscribed package/campaign information, and bill information from the subscriber information database (4).
  • the data analysis server (5) classifies the subscribers whose locations match with the indoor base station by using the information that it receives from the subscriber information database (4). As a result of the classification; the data analysis server (5) determines distributions of the mobile operator users who visit the private area wherein the indoor base station is established, according to different categories. In one embodiment of the invention, the data analysis server (5) determines distributions of income level by using the visitors' age distributions, gender and marital status distributions, the visitors' place of residence distributions, country distributions, bill information and determines their distributions of social status (such as employee, housewife, student) by using their package/campaign information.
  • the data analysis server (5) Upon completing the classification transaction; the data analysis server (5) associates the data -which it prepares as a result of the classification- to the indoor area information that it receives from the indoor area information database (3) and the match time information that it receives from the historical network information database (2); and transmits them to the data storage unit (6). In one embodiment of the invention, the data analysis server (5) also receives the geographical location information of the base station from the indoor area information database (3) and transmits it to the data storage unit (6).
  • the data analysis server (5) is in communication with the data analysis client (7).
  • the data analysis server (5) receives the related analysis results from the data storage unit (6) and transmits them to the data analysis client (7) in the event that the data analysis client (7) makes a request for the analysis results over a data network in accordance with the user inputs.
  • the data analysis server (5) receives the analysis results of the companies to be compared from the data storage unit (6) and compares the data in the same category and transmits them to the data analysis client (7) in the event that the data analysis client (7) makes a request comprising the comparison of two different companies.
  • the data analysis server (5) also receives the interface information whereby the analysis results that it receives from the data storage unit (6) and transmits it to the data analysis client (7).
  • the data storage unit (6) included in the inventive system (1 ) is in communication with the data analysis server (5).
  • the data storage unit (6) is a unit which registers the data transmitted via the data analysis server (5) by associating them to the analysis results of the subscribers communicating with the indoor base station.
  • the data analysis client (7) included in the inventive system (1 ) is a unit whereby users can display analysis results.
  • the data analysis client (7) transmits the users' preference inputs, which they create by means of an interface suitable for requesting the analysis result, to the data analysis server (5) as request over a data network.
  • the data analysis client (7) Upon receiving the data transmitted by the data analysis server (5) in reply to the analysis result request, the data analysis client (7) displays these data to the user by means of a suitable interface.
  • the data analysis client (7) is configured such that it will enable the user to create inputs whereby s/he can request any company information located in the indoor base station and information of the date range requested by him/her and age, gender, place of residence, country, income level, social status distributions of the mobile operator subscribers visiting the related company as a result of analysis separately or for the whole by creating filters; and to display the requested analysis results.
  • the data analysis client (7) is configured such that it will enable the user to create inputs whereby s/he can request company information of a plurality of companies belonging to the same sector located in the indoor base station and comparisons of age, gender, marital status, place of residence, country, income level and social status distributions of the mobile operator subscribers visiting the related company together with the information of the date range requested by him/her in the same categories or for the whole by creating filters; and to display the requested analysis results.
  • the data analysis cl ient (7) also receives the geographical location information of the base stations located in the company or companies together with the analysis results of the company or companies requested as a result of the analysis and presents this geographical location information to the user by combining it with services such as smart map with which it is in communication.
  • the inventive system (1) it is enabled to carry out demographic analysis of the mobile operator subscribers who visit the areas wherein indoor base stations are established and to use the analysis results for sector-based company comparison.
  • the data analysis server (5) receives the sector (such as hospital, hotel) and company information associated with the base station together with the information of the indoor base station (for example, such as the base station no. 123) to be analysed from the indoor area information database (3).
  • the data analysis server (5) queries the historical network information database (2) together with the base station information and receives the specific definition information of the subscribers who communicate with the related base station over the network and the information of date when they communicated.
  • the data analysis server (5) queries the subscriber information database (4) by using the specific definition information of the subscribers who communicated with the base station and receives the subscribers' age, gender, marital status, place of residence, bill information and subscribed package/campaign information.
  • the data analysis server (5) classifies the users who has communicated with the base station by using the received information, in different categories. For example, the subscribers communicating with the base station range from forty-five percent women and fifty-five percent men according to the gender category.
  • the data analysis server (5) associates the data created by thereof as a result of the analysis with the company and sector information included in the indoor information and it transmits them to the data storage unit (6).
  • Users who want to see analysis results create their request preferences over the data analysis client (7). For example, a user can request age and gender distributions their customers' visiting the shopping mall A between the dates of 1/10/2017 - 31/10/2017 with the age and gender distributions their customers' visiting the shopping mall A and B between the dates of 1/10/2017 - 31/10/2016 to be compared.
  • the data analysis client (7) creates a request in accordance with user preferences and transmits it to the data analysis server (5).
  • the data analysis server (5) receives the analysis results from the data storage unit (6) in accordance with the request received and transmits them to the data analysis client (7) over the data network by performing the comparison transaction in the related circumstances.

Abstract

The present invention relates to a system (1) which carries out demographic analysis of mobile operator subscribers who get service from base station in private areas (such as shopping mall, hospital, hotel, convention centre, stadium, etc.) wherein indoor base station is established and enables to compare mobile operator subscribers visiting the areas wherein indoor base station is established according to their demographic structures. The inventive system (1) consists of historical network information database (2), indoor area information database (3), subscriber information database (4), data analysis server (5), data storage unit (6) and data analysis client (7).

Description

A SYSTEM FOR DEMOGRAPHIC ANALYSIS OF MOBILE OPERATOR SUBSCRIBERS VISITING THE AREAS WHEREIN INDOOR BASE STATION IS ESTABLISHED
Technical Field
The present invention relates to a system which carries out demographic analysis of mobile operator subscribers who get service from base station in private areas (such as shopping mall, hospital, hotel, convention centre, stadium, etc.) wherein indoor base station is established and enables to compare mobile operator subscribers visiting the areas wherein indoor base station is established according to their demographic structures.
Background of the Invention
Today, mobile operators follow up location data of their subscribers over network signals. Mobile operators put location-based services into practice by using the location data of their subscribers. In addition to providing individual services by means of location data, mobile operators also carry out location-based density and distribution analysis of their subscribers by means of services such as smart map for carrying out their subscribers' mass analysis.
However, while performing the transaction of outdoor location determination over network signals, base stations where-from subscribers get service may change in order to balance the network traffic on the base stations in the event that there are a plurality of base stations wherefrom subscribers can get service. In addition to this, location data of subscribers is determined as a certain boundary as within a certain area or neighbourhood boundaries. Therefore, location data of subscribers are not always reliable in the transaction of outdoor location determination.
In the common usage in the state of the art, mobile operators present the density and distribution data of their subscribers -which they obtain in accordance with their location data- to their customers demanding from different sectors upon analysing them in line with the demands of their customers. However, as mentioned above, location-based subscriber analysis of mobile operators cannot be sufficient due to the fact that the location data obtained over outdoor base stations determine subscriber location within a broad boundary and they are not always reliable.
As mentioned above, the fact that mobile operators cannot determine their subscribers' location data precisely by the methods in the state of the art affect reliability of location-based services and subscriber analysis. Therefore, there is need for a system wherein services provided over location data of mobile operator subscribers and subscriber analysis are carried out by means of more reliable data in line with the requirements. The United States patent document no. US20120271883, an application in the state of the art, discloses a system and method which enables to carry out analysis of users and store them in databases and to display matching users on map in accordance with the location data determined from indoor or outdoor base stations and the profile analysis.
The United States patent document no. US20090083121, another application in the state of the art, discloses a method which enables to carry out demographic evaluation of customers by using video recording devices in shopping malls and to display appropriate advertisements on advertising boards according to this evaluation result and to conduct market research. Summary of the Invention
An objective of the present invention is to realize a system which provides demographic analysis of mobile operator subscribers who get service from base station in private areas (such as shopping mall, hospital, hotel, convention centre, stadium, etc.) wherein indoor base station is established.
Another objective of the present invention is to realize a system which enables to compare mobile operator subscribers visiting the areas of the same sector wherein indoor base station is established according to their demographic structures.
Detailed Description of the Invention "A System for Demographic Analysis of Mobile Operator Subscribers Visiting the Areas Wherein Indoor Base Station is Established" realized to fulfil the objectives of the present invention is shown in the figure attached, in which:
Figure 1 is a schematic block diagram of the inventive system.
The components illustrated in the figure are individually numbered, where the numbers refer to the following:
1. System
2. Historical network information database
3. Indoor area information database
4. Subscriber information database
5. Data analysis server
6. Data storage unit
7. Data analysis client The inventive system (1) for carrying out demographic analysis of visitors in areas wherein indoor base station is established comprises:
at least one historical network information database (2) wherein the base station data of the mobile operator subscribers determined over the network signalling data are kept together with the history information;
at least one indoor area information database (3) which registers the information of the mobile operator's indoor base stations and the area established by thereof;
at least one subscriber information database (4) wherein the profile and financial information of the mobile operator subscribers are registered; at least one data analysis server (5) which queries the historical network information database (2) with the location information of the private area that it receives from the indoor area information database
(3) and determines the subscribers whose information of the private area base station and information of the communicated base station match, receives the profile and financial information of the determined subscribers from the subscriber information database (4) and carries out analysis in accordance with the pre-determined criteria; at least one data storage unit (6) which registers the analysis data transmitted by the data analysis server (5);
at least one data analysis client (7) which sends request to the data analysis server (5) in accordance with the user inputs and displays the analysis results transmitted by the data analysis server (5) to the user.
(Figure- 1 )
The historical network information database (2) included in the inventive system (1 ) is a unit wherein information of the base station interacted by the mobile operator subscribers are recorded. The historical network information database (2) registers the information of the base station interacted by the subscriber -who is determined upon the network signals of the mobile operator subscribers are followed up by the indoor and outdoor base stations-together with the history information interacted. In the preferred embodiment of the invention, the historical network information database (2) performs record by using a specific definition information allocated for subscribers. In the preferred embodiment of the invention, the specific definition information is MSISDN (Mobile Station International Subscriber Directory Number) information. The indoor area information database (3) included in the inventive system ( 1 ) is a unit which registers the indoor base stations of the mobile operator. The indoor area information database (3) comprises the information of the indoor base station established in private areas and the company information. In one embodiment of the invention, the indoor area information database (3) also registers the geographical location information of the area wherein the base station is established in addition to the indoor base station information. In the preferred embodiment of the invention, the defining company information is the definition and sector information of the company included in the private area wherein the indoor base station is established. In one embodiment of the invention, the indoor area information database (3) also comprises the indoor detail information (for example, such as the floor information wherein the indoor base station is placed) as well.
The subscriber information database (4) included in the inventive system (1 ) is a unit which registers the profile and financial information of the mobile operator subscribers. In the embodiment of the invention, the subscriber information database (4) comprises identity information, place of residence information, age, gender and country information of subscribers as profile information and amounts of bills paid by subscribers and package/campaign information recorded in the operator as financial information. The data analysis server (5) included in the inventive system (1 ) is in communication with the indoor area information database (3) and it receives the indoor area information of the indoor base station established to a private area such as hospital, hotel from the indoor area information database (3). The data analysis server (5) runs query in the historical network information database (2) by using the base station information through the indoor area information. The data analysis server (5) receives the specific definition information of the subscribers who have communicated with the indoor base station and the history information communicated with the indoor base station from the historical network information database (2). The data analysis server (5), which receives the specific definition information of the subscribers whose base station match is provided from the historical network information database (2), receives the profile and financial information of the subscribers whose base station match is provided by querying the subscriber information database (4). In the preferred embodiment of the invention, the data analysis server (5) receives subscribers' age, gender, marital status, place of residence information, country information, subscribed package/campaign information, and bill information from the subscriber information database (4).
The data analysis server (5) classifies the subscribers whose locations match with the indoor base station by using the information that it receives from the subscriber information database (4). As a result of the classification; the data analysis server (5) determines distributions of the mobile operator users who visit the private area wherein the indoor base station is established, according to different categories. In one embodiment of the invention, the data analysis server (5) determines distributions of income level by using the visitors' age distributions, gender and marital status distributions, the visitors' place of residence distributions, country distributions, bill information and determines their distributions of social status (such as employee, housewife, student) by using their package/campaign information.
Upon completing the classification transaction; the data analysis server (5) associates the data -which it prepares as a result of the classification- to the indoor area information that it receives from the indoor area information database (3) and the match time information that it receives from the historical network information database (2); and transmits them to the data storage unit (6). In one embodiment of the invention, the data analysis server (5) also receives the geographical location information of the base station from the indoor area information database (3) and transmits it to the data storage unit (6).
The data analysis server (5) is in communication with the data analysis client (7). The data analysis server (5) receives the related analysis results from the data storage unit (6) and transmits them to the data analysis client (7) in the event that the data analysis client (7) makes a request for the analysis results over a data network in accordance with the user inputs. The data analysis server (5) receives the analysis results of the companies to be compared from the data storage unit (6) and compares the data in the same category and transmits them to the data analysis client (7) in the event that the data analysis client (7) makes a request comprising the comparison of two different companies. In one embodiment of the invention, the data analysis server (5) also receives the interface information whereby the analysis results that it receives from the data storage unit (6) and transmits it to the data analysis client (7).
The data storage unit (6) included in the inventive system (1 ) is in communication with the data analysis server (5). The data storage unit (6) is a unit which registers the data transmitted via the data analysis server (5) by associating them to the analysis results of the subscribers communicating with the indoor base station. The data analysis client (7) included in the inventive system (1 ) is a unit whereby users can display analysis results. The data analysis client (7) transmits the users' preference inputs, which they create by means of an interface suitable for requesting the analysis result, to the data analysis server (5) as request over a data network. Upon receiving the data transmitted by the data analysis server (5) in reply to the analysis result request, the data analysis client (7) displays these data to the user by means of a suitable interface.
In one embodiment of the invention, the data analysis client (7) is configured such that it will enable the user to create inputs whereby s/he can request any company information located in the indoor base station and information of the date range requested by him/her and age, gender, place of residence, country, income level, social status distributions of the mobile operator subscribers visiting the related company as a result of analysis separately or for the whole by creating filters; and to display the requested analysis results.
In another embodiment of the invention, the data analysis client (7) is configured such that it will enable the user to create inputs whereby s/he can request company information of a plurality of companies belonging to the same sector located in the indoor base station and comparisons of age, gender, marital status, place of residence, country, income level and social status distributions of the mobile operator subscribers visiting the related company together with the information of the date range requested by him/her in the same categories or for the whole by creating filters; and to display the requested analysis results.
In one embodiment of the invention, the data analysis cl ient (7) also receives the geographical location information of the base stations located in the company or companies together with the analysis results of the company or companies requested as a result of the analysis and presents this geographical location information to the user by combining it with services such as smart map with which it is in communication.
With the inventive system (1), it is enabled to carry out demographic analysis of the mobile operator subscribers who visit the areas wherein indoor base stations are established and to use the analysis results for sector-based company comparison. In the said system, first of all the data analysis server (5) receives the sector (such as hospital, hotel) and company information associated with the base station together with the information of the indoor base station (for example, such as the base station no. 123) to be analysed from the indoor area information database (3). The data analysis server (5) queries the historical network information database (2) together with the base station information and receives the specific definition information of the subscribers who communicate with the related base station over the network and the information of date when they communicated. The data analysis server (5) queries the subscriber information database (4) by using the specific definition information of the subscribers who communicated with the base station and receives the subscribers' age, gender, marital status, place of residence, bill information and subscribed package/campaign information. The data analysis server (5) classifies the users who has communicated with the base station by using the received information, in different categories. For example, the subscribers communicating with the base station range from forty-five percent women and fifty-five percent men according to the gender category. After completing the analysis determining the date-based distributions for each defined category, the data analysis server (5) associates the data created by thereof as a result of the analysis with the company and sector information included in the indoor information and it transmits them to the data storage unit (6).
Users who want to see analysis results create their request preferences over the data analysis client (7). For example, a user can request age and gender distributions their customers' visiting the shopping mall A between the dates of 1/10/2016 - 31/10/2016 with the age and gender distributions their customers' visiting the shopping mall A and B between the dates of 1/10/2016 - 31/10/2016 to be compared. The data analysis client (7) creates a request in accordance with user preferences and transmits it to the data analysis server (5). The data analysis server (5) receives the analysis results from the data storage unit (6) in accordance with the request received and transmits them to the data analysis client (7) over the data network by performing the comparison transaction in the related circumstances.
It is possible to develop various embodiments of the inventive system (1 ), the invention cannot be limited to examples disclosed herein and it is essentially according to claims.

Claims

A system (1 ) for carrying out demographic analysis of visitors in areas wherein indoor base station is established; comprising
at least one historical network information database (2) wherein the base station data of the mobile operator subscribers determined over the network signalling data are kept together with the history information;
at least one indoor area information database (3) which registers the information of the mobile operator's indoor base stations and the area established by thereof;
at least one subscriber information database (4) wherein the profile and financial information of the mobile operator subscribers are registered;
at least one data analysis server (5) which queries the historical network information database (2) with the location information of the private area that it receives from the indoor area information database (3) and determines the subscribers whose information of the private area base station and information of the communicated base station match, receives the profile and financial information of the determined subscribers from the subscriber information database (4) and carries out analysis in accordance with the predetermined criteria;
at least one data storage unit (6) which registers the analysis data transmitted by the data analysis server (5);
at least one data analysis client (7) which sends request to the data analysis server (5) in accordance with the user inputs and displays the analysis results transmitted by the data analysis server (5) to the user;
and characterized by at least one data analysis server (5) which is in communication with the historical network information database (2) and the indoor area information database (3).
A system (1 ) according to Claim 1 ; characterized by the historical network information database
(2) which uses MSISDN information as the specific definition information of subscribers.
A system (1 ) according to Claim 1 ; characterized by the indoor area information database
(3) which also registers the geographical location information of the area wherein the base station is established in addition to the indoor base station information.
A system (1 ) according to Claim 1 ; characterized by the data analysis server (5) which receives subscribers' age, gender, marital status, place of residence information, country information, subscribed package/campaign information, and bill information from the subscriber information database (4).
A system (1 ) according to Claim 4; characterized by the data analysis server (5) which determines distributions of income level by using the visitors' age distributions, gender and marital status distributions, the visitors' place of residence distributions, country distributions, bill information; and their social status distributions by using their package/campaign information upon classifying them in accordance with the information that it receives from the subscriber information database
(4).
A system (1 ) according to Claim 5; characterized by the data analysis server
(5) which associates the data -which it prepares as a result of the classification- to the indoor area information that it receives from the indoor area information database (3) and the match time information that it receives from the historical network information database (2); and transmits them to the data storage unit
(6).
7. A system (1 ) according to Claim 6; characterized by the data analysis server (5) which receives the analysis results of the companies to be compared from the data storage unit (6) and compares the data in the same category and transmits them to the data analysis client (7) in the event that the data analysis client (7) makes a request comprising the comparison of two different companies.
8. A system (1 ) according to Claim 7; characterized by the data analysis client (7) which is configured such that it will enable the user to create inputs whereby s/he can request any company information located in the indoor base station and information of the date range requested by him/her and age, gender, place of residence, country, income level, social status distributions of the mobile operator subscribers visiting the related company as a result of analysis separately or for the whole by creating filters; and to display the requested analysis results.
9. A system (1 ) according to Claim 7 or Claim 8; characterized by the data analysis client (7) which is configured such that it will enable the user to create inputs whereby s/he can request company information of a plurality of companies belonging to the same sector located in the indoor base station and comparisons of age, gender, marital status, place of residence, country, income level and social status distributions of the mobile operator subscribers visiting the related company together with the information of the date range requested by him/her in the same categories or for the whole by creating filters; and to display the requested analysis results.
10. A system (1 ) according to any of the preceding claims; characterized by the data analysis client (7) which receives the geographical location information of the base stations located in the company or companies together with the analysis results of the company or companies requested as a result of the analysis and presents this geographical location information to the user by combining it with services such as smart map with which it is in communication.
PCT/TR2017/000123 2016-11-10 2017-11-10 A system for demographic analysis of mobile operator subscribers visiting the areas wherein indoor base station is established WO2018226173A2 (en)

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CN110913426A (en) * 2019-12-27 2020-03-24 树蛙信息科技(南京)有限公司 Passenger flow big data signaling acquisition point information automatic detection synchronization method
CN112561759A (en) * 2020-01-02 2021-03-26 北京融信数联科技有限公司 Graduate going dynamic monitoring method based on mobile signaling big data
CN117151344A (en) * 2023-10-26 2023-12-01 乘木科技(珠海)有限公司 Digital twin city population management method

Family Cites Families (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20120130796A1 (en) * 2010-11-20 2012-05-24 James David Busch Systems and Methods to Advertise a Physical Business Location with Digital Location-Based Coupons
US20140136312A1 (en) * 2012-11-09 2014-05-15 Cox Communications, Inc. Location-based content delivery
US9374799B2 (en) * 2013-12-23 2016-06-21 Cellco Partnership Mobile device locating using long term evolution signals

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CN110913426A (en) * 2019-12-27 2020-03-24 树蛙信息科技(南京)有限公司 Passenger flow big data signaling acquisition point information automatic detection synchronization method
CN110913426B (en) * 2019-12-27 2022-07-08 树蛙信息科技(南京)有限公司 Passenger flow big data signaling acquisition point information automatic detection synchronization method
CN112561759A (en) * 2020-01-02 2021-03-26 北京融信数联科技有限公司 Graduate going dynamic monitoring method based on mobile signaling big data
CN112561759B (en) * 2020-01-02 2023-08-04 北京融信数联科技有限公司 Graduate forward dynamic monitoring method based on mobile signaling big data
CN117151344A (en) * 2023-10-26 2023-12-01 乘木科技(珠海)有限公司 Digital twin city population management method
CN117151344B (en) * 2023-10-26 2024-02-02 乘木科技(珠海)有限公司 Digital twin city population management method

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