Crime-related juvenile supervision and assistance system based on POI data and base station signal data comparison

Abstract

The invention relates to the technical field of artificial intelligence, in particular to a criminal-related juvenile supervision and assistance system based on POI data and base station signal data comparison. Comprising a device, a module or a program used for obtaining related data of crime-related juveniles, a background management system used for data processing and collision comparison, an early warning system used for carrying out early warning based on a data collision comparison result, and a student education correction module used for carrying out management and education correction on the crime-related juveniles. And the parent experience supervision module is used for performing two-way management and evaluation on the juveniles and guardians thereof. According to the system, accurate supervision and assistance of criminal-related juveniles are realized through a digital means, and the efficiency and effect of supervision and assistance are improved; positioning information reporting and data collision comparison are achieved through a WeChat applet, abnormal behaviors are found in time, early warning is conducted, and criminal behaviors are prevented; through two-way management and evaluation, responsibility awareness of guardians is improved, and forward development of juveniles is promoted.

Description

Technical Field

[0001] The present invention relates to the field of artificial intelligence technology, and in particular to a supervision and assistance system for juvenile offenders based on comparison of POI data and base station signal data. Background Art

[0002] With the development of the economy and society and the improvement of information and digitalization, big data is profoundly influencing and changing people's way of thinking and production and living patterns. In the information and digital age, "data" has brought revolutionary changes to the procuratorial work in the new era. The juvenile prosecution department of the procuratorial organs has deeply realized that big data empowers legal supervision, which is an inevitable requirement for promoting the integrated performance of juvenile prosecution and integrating the other "five major protections" more actively and proactively, and more effectively safeguarding the rights and interests of minors. However, there is no reference standard for how grassroots procuratorates can promote the construction of digital juvenile prosecution. In the supervision and assistance work of juvenile offenders, it is difficult to accurately grasp the real-time location information of juvenile offenders, and it is impossible to fully and accurately monitor the activity trajectory. There is a lack of effective integration and processing mechanism for various data related to juvenile offenders, resulting in a waste of data resources, and it is impossible to mine behavioral information to discover abnormal behavior, which is not conducive to the accurate supervision and assistance of juvenile offenders. Summary of the invention

[0003] The purpose of the present invention is to overcome the above problems or at least partially solve the above problems, and to propose a supervision and assistance system for juvenile offenders based on the comparison of POI data and base station signal data.

[0004] To achieve the above-mentioned purpose, the present invention provides the following technical solutions: a supervision and assistance system for juvenile offenders based on the comparison of POI data and base station signal data, comprising a device or module or program for obtaining relevant data of juvenile offenders, a background management system for data processing and collision comparison, an early warning system for early warning based on data collision comparison results, a student education and correction module for managing and educating juvenile offenders, and a parent experience supervision module for two-way management and evaluation of juvenile offenders and their guardians;

[0005] The device or module or program for obtaining data related to juvenile offenders includes a mobile terminal device capable of capturing the trajectory and location data of juvenile offenders in real time and a functional module capable of reporting location information;

[0006] The backend management system is used to process POI data and base station signal data, first pre-process the POI data and base station signal data respectively, and then perform data collision comparison through a preset data comparison algorithm;

[0007] The early warning system determines abnormal situations according to the comparison results of the background management system and the preset abnormality judgment criteria, issues an early warning when an abnormal situation occurs, and notifies the relevant parties;

[0008] The student education and correction module manages, evaluates and educates juvenile offenders according to set conditions. The set conditions are based on individualized additional conditions determined by the age, crime type and psychological condition of the juvenile offenders. The behavior of the juvenile offenders is monitored by formulating an indicator list, and the supervision and teaching credits are calculated according to the monitoring results and the preset scoring rules;

[0009] The parent experience supervision module is used to allow parents to participate in the supervision and inspection of minors, and to manage and evaluate parents. Parents participate in the supervision and inspection work through an interactive platform, and parents are managed and evaluated based on their participation in the supervision and inspection work and the improvement of their children's behavior.

[0010] In a preferred embodiment, the mobile terminal device is able to make calls to the number set in the background and receive platform text messages. The mobile terminal device integrates high-precision GPS and Beidou sensors to capture the trajectory positioning data of minors involved in crimes in real time, and uses base station signal data to assist in positioning.

[0011] In a preferred embodiment, the functional module is a WeChat applet, which implements the "random check-in" function of the minor's own mobile phone and the parent's mobile phone to report location information.

[0012] In a preferred embodiment, the POI data in the background management system includes but is not limited to hotel, bank, Internet cafe, bar, tobacco shop, and bath center data. The background management system preprocesses the POI data by removing invalid POI records and converting the geographic location information of the POI into a unified coordinate system. The preprocessing of the base station signal data includes removing signal interference data and converting the base station signal strength into distance information.

[0013] In a preferred embodiment, when an abnormal situation occurs in which two positioning information are inconsistent or a minor involved in a crime enters a sensitive area in a multi-layer electronic fence setting, the warning module will issue a real-time warning in the background management system based on the comparison result, and promptly notify relevant parties, including the procuratorate and parents or guardians; wherein the multi-layer electronic fence setting sets a "sensitive area" according to the crime involved and behavioral habit information of the minor involved in the crime, and the "sensitive area" is a special place that is not suitable for minors to enter, including but not limited to hotels, banks, Internet cafes, bars, tobacco shops, and bath centers.

[0014] In a preferred embodiment, the abnormality judgment criteria include the deviation range of the positioning information and the data fluctuation threshold. The warning includes different levels, and graded warnings are performed according to the severity of the abnormality. When the positioning information deviation is within the set range or the data fluctuation exceeds the set threshold, it is determined to be an abnormal situation. The warning level includes three levels. The first level warning is a serious abnormal situation of entering a high-risk sensitive area and staying there for a long time. The second level warning is a moderate abnormal situation with multiple small deviations of the positioning information. The third level warning is a mild abnormal situation close to the boundary of the sensitive area.

[0015] In a preferred embodiment, the indicator list includes behavioral norms, "negative behaviors" and "positive behaviors" of learning task content, and credits are added or subtracted based on "positive behaviors" and "negative behaviors" and preset scoring rules. When the credits reach a certain value, the management and educational correction measures are adjusted.

[0016] In a preferred embodiment, the parent experience supervision module manages and evaluates parents specifically as follows: parents participate in the supervision and inspection work throughout the process through the WeChat applet. While urging their children to study, parents need to complete the course learning in the parent experience supervision module, and points management and evaluation are performed on parents simultaneously.

[0017] Compared with the prior art, the present invention has the following beneficial effects:

[0018] 1. The present invention realizes accurate supervision and assistance and education of juvenile offenders through digital means, thereby improving the efficiency and effect of supervision and assistance;

[0019] 2. The present invention takes advantage of the high coverage of mobile signals to achieve visualization of trajectory analysis results and provide underlying data for accurate analysis of big data;

[0020] 3. The present invention realizes the reporting of positioning information and data collision comparison through the WeChat applet, timely discovers abnormal behavior and issues early warning to prevent the occurrence of criminal behavior;

[0021] 4. Through two-way management and evaluation, enhance guardians’ sense of responsibility and promote the positive development of minors. BRIEF DESCRIPTION OF THE DRAWINGS

[0022] Figure 1 This is a diagram showing an overview of the logical architecture of the system of the present invention;

[0023] Figure 2 It is the interactive process module diagram of the present invention;

[0024] Figure 3 It is a module diagram of the interactive process of POI data processing of the present invention;

[0025] Figure 4It is a module diagram of the interaction process of the mobile terminal device "Firefly Home" of the present invention;

[0026] Figure 5 This is a module diagram of the interactive process of the WeChat applet of the present invention;

[0027] Figure 6 It is an interactive process module diagram of the background management system of the present invention;

[0028] Figure 7 It is a module diagram of the interactive process of the multi-layer electronic fence of the present invention;

[0029] Figure 8 It is an interactive process module diagram of the early warning system of the present invention;

[0030] Fig. 9 It is an interactive process module diagram of the student education and correction module of the present invention;

[0031] Fig.10 This is an interactive process module diagram of the parent experience supervision module of the present invention. DETAILED DESCRIPTION

[0032] The following will be combined with the drawings in the embodiments of the present invention to clearly and completely describe the technical solutions in the embodiments of the present invention. Obviously, the described embodiments are only part of the embodiments of the present invention, not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by ordinary technicians in this field without creative work are within the scope of protection of the present invention.

[0033] See also Figure 1-Figure 10 The present invention provides a technical solution: a supervision and assistance system for juvenile offenders based on the comparison of POI data and base station signal data, including a device or module or program for obtaining relevant data of juvenile offenders, a background management system for data processing and collision comparison, an early warning system for early warning based on data collision comparison results, a trainee education and correction module for managing and educating juvenile offenders, and a parent experience supervision module for two-way management and evaluation of juvenile offenders and their guardians;

[0034] The device, module or program used to obtain the relevant data of the juvenile offenders includes a "Firefly Home" mobile terminal device capable of capturing the trajectory location data of the juvenile offenders in real time and a functional module capable of reporting the location information;

[0035] The backend management system is used to process POI data and base station signal data. The POI data and base station signal data are pre-processed respectively, and then data collision comparison is performed through a preset data comparison algorithm.

[0036] The early warning system determines abnormal situations according to the comparison results of the background management system and the preset abnormality judgment standards, issues early warnings when abnormal situations occur, and notifies relevant parties;

[0037] The student education and correction module manages, evaluates and educates juvenile offenders according to the set conditions. The set conditions are based on individual additional conditions determined by the age, type of crime, and psychological condition of the juvenile offenders. The behavior of juvenile offenders is monitored by formulating an indicator list, and the supervision and teaching credits are calculated according to the monitoring results and the preset scoring rules;

[0038] The parent experience supervision module is used to allow parents to participate in the supervision and inspection of minors, and to manage and evaluate parents. Parents participate in the supervision and inspection work through an interactive platform, and are managed and evaluated based on their level of participation in the supervision and inspection work and their children's behavioral improvements.

[0039] In specific implementation, the "Firefly Home" mobile terminal device can make calls to the number set in the background and receive platform text messages. The "Firefly Home" mobile terminal device captures the trajectory positioning data of juvenile offenders in real time by integrating high-precision GPS and Beidou sensors, and uses base station signal data to assist in positioning, especially indoors or in environments with weak GPS signals; at the software level, the device uses data fusion technology, combines sensor data and signaling data, and provides more accurate positioning information through algorithm optimization; in addition, the system also uses multiple electronic fence technologies to monitor and manage specific areas based on the geographic information system (GIS) to ensure accurate capture and real-time data;

[0040] During the specific implementation, the functional module is a WeChat applet, which realizes the "random check-in" function of minors' own mobile phones and parents' mobile phones to report location information. The WeChat applet reports the location information to the background management system at least once an hour.

[0041] In specific implementation, the POI data in the background management system include but are not limited to hotel, bank, Internet cafe, bar, tobacco shop, bath center data. The background management system integrates advanced data processing frameworks, such as Apache Hadoop or Spark, to process multiple data sources including POI data and base station signal data, and uses machine learning algorithms and data fusion technology to perform intelligent data collision comparison to ensure the accuracy and real-time performance of data processing. The background management system preprocesses POI data by removing invalid POI records and converting the geographic location information of POI into a unified coordinate system. The preprocessing of base station signal data includes removing signal interference data and converting base station signal strength into distance information.

[0042] During specific implementation, when an abnormal situation occurs in which two positioning information are inconsistent or a minor involved in a crime enters a sensitive area in a multi-layer electronic fence setting, the early warning module will issue a real-time early warning in the background management system based on the comparison results, and promptly notify relevant parties, including the procuratorate and parents or guardians; among them, the multi-layer electronic fence setting sets up "sensitive areas" according to the crimes involved, behavioral habits and other information of the minor involved in the crime. "Sensitive areas" are special places that are not suitable for minors to enter, including but not limited to hotels, banks, Internet cafes, bars, tobacco shops, and bath centers.

[0043] In specific implementation, the abnormality judgment criteria include the deviation range of positioning information, data fluctuation threshold, etc. The warning includes different levels, and graded warnings are carried out according to the severity of the abnormality. When the positioning information deviation is within the set range or the data fluctuation exceeds the set threshold, it is judged as an abnormal situation. There are three warning levels. The first level warning is a serious abnormal situation of entering a high-risk sensitive area and staying in it for a long time. The second level warning is a moderate abnormal situation with multiple small deviations of positioning information. The third level warning is a mild abnormal situation close to the boundary of the sensitive area.

[0044] In specific implementation, the indicator list includes behavioral norms, "negative behaviors" and "positive behaviors" of learning task content. Credits are added or subtracted based on "positive behaviors" and "negative behaviors" and preset scoring rules. When the credits reach a certain value, management and educational correction measures are adjusted;

[0045] Specifically: Determine personalized additional conditions based on factors such as the age, type of crime, and psychological condition of the juvenile offender. For example, set additional conditions on property management and respect for other people's property for juvenile offenders of theft, and set additional conditions on emotion management and conflict resolution for juvenile offenders of violence; formulate an indicator list that includes behavioral norms such as "positive behaviors" such as observing work and rest schedules and completing prescribed learning tasks, and "negative behaviors" such as violating curfews and associating with bad people, and monitor the behavior of juvenile offenders in real time through mobile terminal devices and WeChat applets, and calculate supervision and teaching points according to the scoring rules of adding 1 point for each "positive behavior" and subtracting 2 points for each "negative behavior".

[0046] During implementation, the parent experience supervision module manages and evaluates parents as follows: parents participate in the supervision and inspection work throughout the process through the WeChat applet. While urging their children to study, parents need to complete the courses in the parent experience supervision module, including adolescent psychological knowledge, family education methods, etc. Parents will get 5 points for each course chapter completed, and 1-3 points for each progress made by the child based on the degree of progress. If parents fail to perform their supervisory duties, 3 points will be deducted each time. Parents are managed in different levels according to their points. The higher the points, the lower the management level, and the parents enjoy more permissions, such as obtaining more recommendations for educational resources for their children.

[0047] It should be noted that in this supervision and education system for juvenile offenders, all operations that may be considered as violations of personal privacy are carried out within the framework of legality and compliance. For example, the trajectory positioning data of juvenile offenders is captured through GPS and Beidou sensors, the positioning is assisted by base station signal data, the positioning information is reported by WeChat applet, POI data is used, and data interaction in the parent experience supervision module is carried out. For juvenile offenders, since they are in a special supervision and education situation, these operations are carried out based on the authorization and regulatory requirements of the judicial organs. In addition, during the implementation of the entire system, the explicit consent of the juvenile offenders and their guardians has been obtained in advance. This consent is obtained on the basis of fully informing the purpose, use, scope and relevant security measures of data collection. This system strictly abides by relevant laws and regulations and is committed to achieving effective supervision, education and correction of juvenile offenders and protection of their legitimate rights and interests through data collection and analysis within the framework of legality and compliance.

[0048] Although embodiments of the present invention have been shown and described, it will be appreciated by those skilled in the art that various changes, modifications, substitutions and variations may be made to the embodiments without departing from the principles and spirit of the present invention, and that the scope of the present invention is defined by the appended claims and their equivalents.

Claims

1. A supervision and education system for juvenile offenders based on the comparison of POI data and base station signal data, characterized in that: It includes equipment, modules or programs for obtaining relevant data of juvenile offenders, a background management system for data processing and collision comparison, an early warning system for early warning based on data collision comparison results, a student education and correction module for the management and education of juvenile offenders, and a parent experience supervision module for two-way management and evaluation of juvenile offenders and their guardians; The device or module or program for obtaining data related to juvenile offenders includes a mobile terminal device capable of capturing the trajectory and location data of juvenile offenders in real time and a functional module capable of reporting location information; The backend management system is used to process POI data and base station signal data, first pre-process the POI data and base station signal data respectively, and then perform data collision comparison through a preset data comparison algorithm; The early warning system determines abnormal situations according to the comparison results of the background management system and the preset abnormality judgment criteria, issues an early warning when an abnormal situation occurs, and notifies the relevant parties; The student education and correction module manages, evaluates and educates juvenile offenders according to set conditions. The set conditions are based on individualized additional conditions determined by the age, crime type and psychological condition of the juvenile offenders. The behavior of the juvenile offenders is monitored by formulating an indicator list, and the supervision and teaching credits are calculated according to the monitoring results and the preset scoring rules; The parent experience supervision module is used to allow parents to participate in the supervision and inspection of minors, and to manage and evaluate parents. Parents participate in the supervision and inspection work through an interactive platform, and parents are managed and evaluated based on their participation in the supervision and inspection work and the improvement of their children's behavior.

2. According to claim 1, a supervision and education system for juvenile offenders based on comparison of POI data and base station signal data, characterized in that: The mobile terminal device can make calls with the number set in the background and receive platform text messages. The mobile terminal device captures the trajectory positioning data of minors involved in crimes in real time by integrating high-precision GPS and Beidou sensors, and uses base station signal data to assist in positioning.

3. According to claim 2, a system for supervising and helping juvenile offenders based on the comparison of POI data and base station signal data, characterized in that: The functional module is a WeChat applet, which implements the "random check-in" function of minors' own mobile phones and parents' mobile phones to report location information.

4. According to claim 3, a supervision and education system for juvenile offenders based on comparison of POI data and base station signal data is characterized in that: The POI data in the background management system include but are not limited to hotel, bank, Internet cafe, bar, tobacco shop, bath center data. The background management system preprocesses the POI data including removing invalid POI records and converting the geographic location information of the POI into a unified coordinate system. The preprocessing of the base station signal data includes removing signal interference data and converting the base station signal strength into distance information.

5. According to claim 4, a system for supervising and helping juvenile offenders based on the comparison of POI data and base station signal data, characterized in that: When an abnormal situation occurs in which two positioning information are inconsistent or a minor involved in a crime enters a sensitive area in a multi-layer electronic fence setting, the warning module will issue a real-time warning in the background management system based on the comparison result, and promptly notify relevant parties, including the procuratorate and parents or guardians; wherein, the multi-layer electronic fence setting sets a "sensitive area" according to the crime involved and behavioral habit information of the minor involved in the crime, and the "sensitive area" is a special place that is not suitable for minors to enter, including but not limited to hotels, banks, Internet cafes, bars, tobacco shops, and bath centers.

6. The system for supervising and helping juvenile offenders based on the comparison of POI data and base station signal data according to claim 5 is characterized in that: The abnormality judgment standard includes the deviation range of the positioning information and the data fluctuation threshold. The warning includes different levels, and graded warnings are performed according to the severity of the abnormality. When the positioning information deviation is within the set range or the data fluctuation exceeds the set threshold, it is determined to be an abnormal situation. The warning level includes three levels. The first level warning is a serious abnormal situation of entering a high-risk sensitive area and staying there for a long time. The second level warning is a moderate abnormal situation with multiple small deviations of the positioning information. The third level warning is a mild abnormal situation close to the boundary of the sensitive area.

7. The system for supervising and helping juvenile offenders based on the comparison of POI data and base station signal data according to claim 6 is characterized in that: The indicator list includes behavioral norms, "negative behaviors" and "positive behaviors" of learning task content. Credits are added or subtracted based on "positive behaviors" and "negative behaviors" and preset scoring rules. When the credits reach a certain value, management and educational correction measures are adjusted.

8. The system for supervising and helping juvenile offenders based on the comparison of POI data and base station signal data according to claim 7 is characterized in that: The parent experience supervision module manages and evaluates parents specifically as follows: parents participate in the supervision and inspection work throughout the process through the WeChat applet. While urging their children to study, parents need to complete the courses in the parent experience supervision module, and points management and evaluation are carried out simultaneously for parents.

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