Smart community management system and method based on big data

Abstract

The invention relates to the technical field of smart communities, and discloses a smart community management system and method based on big data, and the smart community management system based on big data comprises an acquisition module, a data integration module, an external monitoring module, a first judgment module, an internal monitoring module and a second judgment module. According to the intelligent community management system and method based on the big data, the first access control and the second access control are arranged, when a visitor accesses a resident, the person recognition condition of the visitor and the resident needing to access can be judged, access control opening and closing control is automatically carried out, and when a person goes out in a community, access control is automatically carried out. According to the technical scheme, whether the outgoing person belongs to the young or older special person or not can be judged, if the outgoing person belongs to the special person, whether the outgoing person independently goes out or not can be further judged, and if the outgoing person independently goes out, the prompt information is sent to the householder person, so that the householder person can conveniently master the trend of the special person in time, and the possibility that the special person is lost is reduced.

Description

Technical Field

[0001] The present invention relates to the technical field of smart communities, and in particular to a smart community management system and method based on big data. Background Art

[0002] Smart community is a new concept of community management and a new model of social management innovation under the new situation. It can make full use of electronic information technologies such as mobile Internet, Internet of Things, big data, cloud services, etc. to deeply embed into smart buildings, smart homes, security monitoring, smart community hospitals, community management services, e-commerce and many other fields;

[0003] Access control management can protect the privacy and security of community residents and is widely used in community management. In the existing technology, when a visitor visits a resident, it is impossible to determine whether the visitor is acquainted with the resident he needs to visit, so the access control switch cannot be automatically controlled based on their acquaintance. The doorman is also required to manually interrogate the visitor, verify the acquaintance between the visitor and the resident, and then manually decide whether to open the access control. The access efficiency is low. In addition, the mental development of children is not yet mature, and the mental development of the elderly will degenerate. Therefore, when children or the elderly in the community go out alone, they are prone to the risk of getting lost. Summary of the invention

[0004] The present invention provides a smart community management system and method based on big data to solve the problems mentioned in the above background technology.

[0005] The present invention provides the following technical solution: a smart community management system based on big data, comprising:

[0006] Collection module: obtain target community data;

[0007] The target community data includes household data and visitor reporting data;

[0008] The household data includes households, household heads and registered persons;

[0009] The visitor reporting data includes the estimated visiting person and the estimated visiting time range;

[0010] Data integration module: Based on household data, data integration strategies are used to form integrated data;

[0011] External monitoring module: obtain people who need to enter the community and need to be judged, and define them as target people;

[0012] The first determination module: forms the first determination data according to the integrated data and the target person through the first determination strategy;

[0013] Internal monitoring module: obtain people who have left the community and define them as judgment people;

[0014] The second determination module: forms the second determination data according to the integrated data and the determination character through the second determination strategy.

[0015] The present invention also provides a method for using a smart community management system based on big data, wherein the data integration strategy comprises:

[0016] Acquire target communities;

[0017] The target community includes a first gate and a second gate;

[0018] Obtain all residents of the target community;

[0019] Obtain the head of each household in the target community;

[0020] Obtain the registered associated persons of each household in the target community and define them as registered persons;

[0021] Obtain all household heads and registered persons, define them as permanent residents, and form a permanent resident set;

[0022] Get the age of the registered person and set it as the person's age;

[0023] Set the age threshold range to [A1, A2];

[0024] If the person's age is less than the threshold value A1, or the person's age is greater than the threshold value A2, the registered person is marked as a special person;

[0025] Get all special characters to form a special character set;

[0026] If the person's age is ≥ threshold A1 and the person's age is ≤ threshold A2, the registered person is marked as an ordinary person;

[0027] Get all common characters to form a common character set.

[0028] As an optional solution of the method of the smart community management system based on big data described in the present invention, wherein: the first determination strategy includes

[0029] Acquire people who need to enter the community and need to be judged, and define them as target people;

[0030] If the set of resident characters includes the target character, the first access control and the second access control are opened;

[0031] If the resident person set does not include the target person, the visitor input information of the target person is obtained and determined as the target visitor input information;

[0032] If there is no target visitor input information, the first access control and the second access control are closed;

[0033] If there is target visitor input information, the reporting and determination strategy will be executed.

[0034] As an optional solution of the method of the smart community management system based on big data of the present invention, the reporting determination strategy includes:

[0035] Extract the households that need to be visited from the target visitor information and set them as target households;

[0036] Obtain the visitor reporting data of the target residents and set it as the target reporting data;

[0037] If there is no target reporting data, the communication determination strategy is executed;

[0038] If there is target reporting data, all reporting records in the target reporting data are obtained and defined as target reporting records;

[0039] Obtain the estimated visiting persons in each target reporting record to form an estimated visiting person set;

[0040] Obtain the estimated visit time range of each target reporting record, set it as the estimated visit time range, and form an estimated visit time range set;

[0041] The elements in the estimated visiting person set are matched one by one with the elements in the estimated visiting time range set to form a judgment set;

[0042] Get the current time;

[0043] If the judgment set contains elements corresponding to both the current time and the target person, the first access control and the second access control are opened;

[0044] If the determination set does not contain elements corresponding to both the current time and the target person, the communication determination strategy is executed.

[0045] As an optional solution of the method of the smart community management system based on big data of the present invention, the communication determination strategy includes:

[0046] Obtain the head of the target household and set him as the target head of the household;

[0047] Acquire a shared communication database of a target household owner and define it as a target shared communication database;

[0048] If there is no target shared communication database, the historical visit determination strategy is executed;

[0049] If there is a target shared communication database, the communication records between the target person and the target household owner in the target shared communication database are extracted and defined as the target communication records;

[0050] If there is no target communication record, the historical visit judgment strategy is executed;

[0051] If there is a target communication record, the communication duration determination strategy is executed.

[0052] As an optional solution of the method of the smart community management system based on big data of the present invention, the historical visit determination strategy includes:

[0053] Obtain the estimated visiting person set and target person;

[0054] If the estimated visiting person set contains an element corresponding to the target person, the first access control is opened and the second access control is closed;

[0055] If the estimated visiting person set does not contain an element corresponding to the target person, the first access control and the second access control are closed.

[0056] As an optional solution of the method of the smart community management system based on big data of the present invention, the communication duration determination strategy includes:

[0057] Obtain the start time of each target communication record and set it as the target communication start time;

[0058] Arrange all target communication start times in chronological order and form a time sequence set, recorded as T1...Tn;

[0059] Calculate the interval between each two adjacent target communication start times in the time sequence set in sequence, set it as the target interval, and form a target interval set, recorded as U1...Un-1, target interval U1 = target communication start time T2 - target communication start time T1...target interval Un-1 = target communication start time Tn - target communication start time Tn-1;

[0060] Get the number of elements in the target interval duration set and set it as the number of the first element;

[0061] Calculate the average interval duration, average interval duration = (target interval duration U1 + ... + target interval duration Un-1) ÷ the number of first elements;

[0062] Set duration threshold;

[0063] If the average interval duration is ≤ the duration threshold, the home person determination strategy is executed;

[0064] If the average interval duration is greater than the duration threshold, the first determination duration is set;

[0065] Get the current time;

[0066] Calculate the judgment time, judgment time = current time - first judgment duration;

[0067] The time period from the determination time to the current time is defined as the determination time period;

[0068] If there is a target communication record within the determination time period, the home person determination strategy is executed;

[0069] If there is no target communication record within the determination time period, the first access control is opened and the second access control is closed.

[0070] As an optional solution of the method of the smart community management system based on big data of the present invention, the strategy for determining the people at home includes:

[0071] Obtain all permanent residents of the target household and define them as target permanent residents;

[0072] Get the existence status of each target resident character;

[0073] All states of existence include the first and second states;

[0074] Extract the target resident character whose existence state is the first state and define it as the first state character;

[0075] Get the number of characters in the first state, and set it as the number of first characters;

[0076] If the number of the first person ≠ 0, open the first access control and the second access control;

[0077] If the number of the first person = 0, the first access control is opened and the second access control is closed.

[0078] As an optional solution of the method of the smart community management system based on big data of the present invention, the second determination strategy includes:

[0079] Obtain the characters who have left the community and define them as the judgment characters;

[0080] If the special character set does not include the judging character, no judgment is made;

[0081] If the special person set includes the judgment person, the time when the judgment person leaves the community is obtained and is determined as the judgment time;

[0082] Set the second judgment time;

[0083] Calculate the first time threshold, the first time threshold = determination time - second determination time;

[0084] Calculate the second time threshold, where the second time threshold = determination time + second determination duration;

[0085] The time period between the first time threshold and the second time threshold is defined as the determination time period;

[0086] Obtain all persons who leave the community within the determination time period, define them as determination time persons, and form a determination time person set;

[0087] Obtain the household corresponding to the determined person and determine it as the determined household;

[0088] Obtain all common persons corresponding to the determined households, define them as determined common persons, and form a determined common person set;

[0089] If the judgment time character set overlaps with the judgment ordinary character set, no judgment is made;

[0090] If the set of people at the time of determination does not overlap with the set of ordinary people at determination, the head of household corresponding to the determined household is obtained and determined as the head of household;

[0091] Then send a prompt message to the determined household head.

[0092] The present invention has the following beneficial effects:

[0093] 1. The smart community management system and method based on big data are provided with a first access control and a second access control. When a person needs to enter the community, it can first be determined whether the person is a permanent resident in the community. If the person is a permanent resident in the community, the first access control and the second access control are directly opened to allow the person to enter. If the person is not a permanent resident in the community, the visitor input information of the person is first obtained, and then it is determined whether the person's visit has been reported. If the person has been reported, it means that the residents in the community are aware of the person's visit and have obtained permission from the residents. Therefore, the first access control and the second access control are directly opened to allow the person to enter. If the person has not been reported, it can be further determined whether the person is acquainted with and in contact with the residents he needs to visit, thereby controlling the first access control and the second access control.

[0094] 2. The smart community management system and method based on big data can determine the daily contact between the person and the head of the household whom the person needs to visit based on the communication data between the person and the head of the household whom the person needs to visit, can further determine the acquaintance between the person and the permanent residents of the household whom the person needs to visit based on the historical visit reports of the person, can determine whether there is anyone at the home of the household that the person needs to visit, and thus comprehensively determine whether to open the automatic first access control and the second access control. While providing convenience for visiting persons, it ensures the privacy of permanent residents in the target community, and there is no need for security guards to conduct interrogation, verification and control every time, providing intelligence and convenience for community access.

[0095] 3. The smart community management system and method based on big data can classify permanent residents in the community according to their age, classify younger children and older elderly people as special people with the risk of getting lost, and classify young people or middle-aged people of appropriate age as ordinary people with independent abilities. When a person goes out of the community, it can be determined whether the person going out is a special person. If he is a special person, it can be further determined whether there are ordinary people from the same household as the person going out traveling with him. If there are no ordinary people from the same household as the person going out traveling with him, a reminder message will be sent to the head of the household who belongs to the same household as the person going out, prompting the special person to go out alone, so that the head of the household can grasp the movements of the special person in time and reduce the possibility of the special person getting lost. BRIEF DESCRIPTION OF THE DRAWINGS

[0096] Figure 1 This is a block diagram of the smart community management system based on big data of the present invention;

[0097] Figure 2 A flowchart of the method for using a smart community management system based on big data in the present invention. DETAILED DESCRIPTION

[0098] 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.

[0099] For example, see Figure 1 , a smart community management system based on big data, including:

[0100] Collection module: obtain target community data;

[0101] The target community data includes household data and visitor reporting data;

[0102] The household data includes households, household heads and registered persons;

[0103] The visitor reporting data includes the estimated visiting person and the estimated visiting time range;

[0104] Data integration module: Based on household data, data integration strategies are used to form integrated data to determine all permanent residents in the target community, and to classify registered residents to determine whether they are special residents or ordinary residents;

[0105] External monitoring module: obtain people who need to enter the community and need to be judged, and define them as target people;

[0106] The first determination module: forms first determination data according to the integrated data and the target person through the first determination strategy, so as to determine whether to open the first access control and the second access control;

[0107] Internal monitoring module: obtain people who have left the community and define them as judgment people;

[0108] The second determination module: forms second determination data according to the integrated data and the determined person through a second determination strategy, so as to determine whether to send a prompt message to the household head of the household corresponding to the determined person.

[0109] Through the above-mentioned smart community management system based on big data, when a visitor visits a resident, it can determine the acquaintance of the visitor with the resident he needs to visit, and automatically control the access control. When someone in the community goes out, it can determine whether the person going out is a special person of younger or older age. If he is a special person, it can be further determined whether he goes out alone. If he goes out alone, a prompt message will be sent to the household head, so that the household head can grasp the movements of the special person in time and reduce the possibility of the special person getting lost.

[0110] For example 2, please refer to Figure 2 This embodiment is an improvement made on the basis of the first embodiment. The present invention further provides a method for using a smart community management system based on big data. The data integration strategy includes:

[0111] Acquire target communities;

[0112] The target community includes a first access control and a second access control, wherein the first access control is set at the entrance of the community, and the second access control is set at the entrance of each building unit;

[0113] Obtain all residents of the target community;

[0114] Obtain the head of each household in the target community;

[0115] Obtain the registered associated persons of each household in the target community and define them as registered persons;

[0116] Obtain all household heads and registered persons, define them as permanent residents, and form a permanent resident set;

[0117] Get the age of the registered person and set it as the person's age;

[0118] The age threshold range is set to [A1, A2], where A1 and A2 are 8 and 75 years old respectively;

[0119] If the person's age is less than the threshold value A1, or the person's age is greater than the threshold value A2, the registered person is marked as a special person, which is a young child or an older person. Children and the elderly are generally at risk of getting lost if they travel alone.

[0120] Get all special characters to form a special character set;

[0121] If the person's age is ≥ threshold A1 and the person's age is ≤ threshold A2, the registered person is marked as an ordinary person. The special person is a young or middle-aged person of moderate age, who generally has independent ability and is generally not at risk of getting lost if traveling alone;

[0122] Get all common characters to form a common character set.

[0123] Embodiment 3: This embodiment is an improvement made on the basis of Embodiment 2. In the method of the smart community management system based on big data, the first determination strategy includes:

[0124] Acquire people who need to enter the community and need to be judged, and define them as target people;

[0125] If the set of resident characters includes the target character, the first access control and the second access control are opened;

[0126] If the set of permanent characters does not include the target character, the target character's visitor input information is obtained and defined as the target visitor input information. If the set of permanent characters does not include the target character, the first access control station requires the target character to input visitor information, that is, the target visitor input information. If the target character inputs the visitor information, the target visitor input information exists. If the target character does not input the visitor information, the target visitor input information does not exist. The target visitor input information includes the visitor's name, contact number, and the resident to be visited.

[0127] If there is no target visitor input information, the first access control and the second access control are closed;

[0128] If there is target visitor input information, the reporting and determination strategy will be executed.

[0129] In this embodiment, the reporting determination strategy includes:

[0130] Extract the households that need to be visited from the target visitor information and set them as target households;

[0131] Obtain the visitor reporting data of the target resident and set it as the target reporting data, including the visitor's name, contact number and expected visit time;

[0132] If there is no target reporting data, it means that the target resident has not reported the guest visit information, which further indicates that the target person’s visit has not been reported, and the communication determination strategy is executed;

[0133] If there is target reporting data, it indicates that the target household has reported the visitor information. It is necessary to further determine whether the target reporting data includes the reporting information of the target person. Then, all the reporting records in the target reporting data are obtained and determined as the target reporting records.

[0134] Obtain the estimated visiting persons in each target reporting record to form an estimated visiting person set;

[0135] Obtain the estimated visit time range of each target reporting record, set it as the estimated visit time range, and form an estimated visit time range set;

[0136] The elements in the estimated visiting person set are matched one by one with the elements in the estimated visiting time range set to form a judgment set;

[0137] Get the current time;

[0138] If the judgment set contains elements corresponding to both the current time and the target person, it indicates that the household that the target person needs to visit, that is, the target household, has reported the target person's need to visit this time, then the first access control and the second access control are opened, that is, after the target person's information is input at the first access control, the first access control is opened, and the target person enters the community. When the target person arrives at the second access control of the building unit where the target household is located, the second access control can automatically identify the target person and open the second access control;

[0139] If the determination set does not contain elements corresponding to both the current time and the target person, indicating that the household that the target person needs to visit, that is, the target household, has not reported that the target person needs to visit this time, then the communication determination strategy is executed.

[0140] In this embodiment, the communication determination strategy includes:

[0141] Obtain the head of the target household and set him as the target head of the household;

[0142] Acquire a shared communication database of a target household owner and define it as a target shared communication database;

[0143] If there is no target shared communication database, it is impossible to determine whether the target person is acquainted with the permanent residents of the target household, and the historical visit determination strategy is implemented;

[0144] If there is a target shared communication database, the communication records between the target person and the target household owner in the target shared communication database are extracted and defined as the target communication records;

[0145] If there is no communication record of the target, it means that the target person has no contact with the permanent residents of the target household, that is, the target person and the permanent residents of the target household may not know each other, then the historical visit determination strategy is executed;

[0146] If there is a target communication record, it indicates that the target person is connected with the permanent resident of the target household, that is, the target person and the permanent resident of the target household are acquainted, then the communication duration determination strategy is executed.

[0147] In this embodiment, the historical visit determination strategy includes:

[0148] Obtain the estimated visiting person set and target person;

[0149] If the estimated visitor set contains an element corresponding to the target person, indicating that the target person has visited the target household before, and the target household has reported the target person's previous visit, indicating that the target person and the permanent residents of the target household are acquainted, then the first access control is opened and the second access control is closed, that is, after the target person's information is input in front of the first door, the first door is opened, and the target person enters the community. When the target person arrives at the second access control, the second access control cannot recognize the target person, and the second access control is closed;

[0150] If the estimated set of visiting persons does not contain an element corresponding to the target person, it indicates that the target person and the target household have not reported the target person's previous visit before, that is, the target person and the permanent residents of the target household are strangers, then the first access control and the second access control will be closed.

[0151] In this embodiment, the communication duration determination strategy includes:

[0152] Obtain the start time of each target communication record and set it as the target communication start time;

[0153] Arrange all target communication start times in chronological order and form a time sequence set, recorded as T1...Tn;

[0154] Calculate the interval between each two adjacent target communication start times in the time sequence set in sequence, set it as the target interval, and form a target interval set, recorded as U1...Un-1, target interval U1 = target communication start time T2 - target communication start time T1...target interval Un-1 = target communication start time Tn - target communication start time Tn-1;

[0155] Get the number of elements in the target interval duration set and set it as the number of the first element;

[0156] Calculate the average interval duration, average interval duration = (target interval duration U1 + ... + target interval duration Un-1) ÷ the number of first elements;

[0157] Set a duration threshold, which is used to determine the length of the average interval, such as a duration threshold of 1 day;

[0158] If the average interval duration is ≤ the duration threshold, it indicates that the target person has frequent contact with the permanent residents of the target household, and the home person determination strategy is executed;

[0159] If the average interval duration is greater than the duration threshold, it indicates that the target person does not frequently contact the permanent residents of the target household, and a first determination duration is set, which is used to calculate the determination time, such as 1 day;

[0160] Get the current time;

[0161] Calculate the judgment time, judgment time = current time - first judgment duration;

[0162] The time period from the determination time to the current time is defined as the determination time period;

[0163] If there is a target communication record within the determination time period, it means that the target person does not contact the permanent residents of the target household frequently, but has recently contacted them, then the strategy for determining the person at home is implemented;

[0164] If there is no target communication record within the determination time period, indicating that the target person has no recent contact with the permanent residents of the target household, the first access control will be opened and the second access control will be closed.

[0165] In this embodiment, the strategy for determining the person at home includes:

[0166] Obtain all permanent residents of the target household and define them as target permanent residents;

[0167] Get the existence status of each target resident character;

[0168] All existence states include a first state and a second state, wherein the first state and the second state are respectively a home state and an out state. Specifically, the first access control system can be used to monitor the target resident person's entry and exit of the first access control system, thereby determining whether the target resident person is out and whether he or she returns after going out, and further determining whether the target resident person is in a home state or an out state, that is, the first state and the second state;

[0169] Extract the target resident character whose existence state is the first state and define it as the first state character;

[0170] Get the number of characters in the first state, and set it as the number of first characters;

[0171] If the number of the first person is ≠ 0, it means that someone in the target household is at home, and the target household may have forgotten to report the visit of the target person, so the first access control and the second access control are opened. That is, the first access control is opened, and after the target person enters the community, when the target person arrives at the second access control of the building unit where the target household is located, the second access control can automatically identify the target person and open the second access control;

[0172] If the number of the first person = 0, it means that no one in the target household is at home, so the first access control is opened and the second access control is closed.

[0173] In this embodiment, by determining the acquaintance and contact between the person and the household that the person needs to visit, when controlling the first access control and the second access control, first determine the daily contact between the person and the household head of the household that the person needs to visit based on the communication data between the person and the household head of the household that the person needs to visit. If the person has no contact with the household head of the household that the person needs to visit, then further determine whether the person has a history of visiting. If so, it means that the person and the permanent residents of the household that the person needs to visit are acquainted, but the permanent residents of the household that the person needs to visit may not be aware of the person's current visit. Therefore, the first access control is opened and the second access control is closed. Opening the first access control to let the person into the community can facilitate the person to wait in the community and provide convenience for the person. Closing the second access control prevents the person from entering the building unit. Since the permanent residents of the household may not want to meet the person, The person is blocked outside the building unit. If the person wants to enter the building unit, he or she can contact the permanent residents on his or her own, thereby protecting the privacy of the permanent residents. If the person often contacts the head of the household whom the person needs to visit, or the person does not often contact the head of the household whom the person needs to visit, but has recently contacted, then it is further determined whether there is anyone at the home of the household whom the person needs to visit. If there is someone, it means that the household whom the person needs to visit may know about the person's visit but has forgotten to report it. In this case, the first access control and the second access control are opened, and the person is allowed into the community and the building unit. If there is no one, the first access control is opened and the second access control is closed. If the person does not often contact the head of the household whom the person needs to visit and has no recent contact, it means that the permanent residents of the target household know the person but may not know about his or her visit. In this way, the first access control is opened and the second access control is closed, thereby ensuring the privacy of the permanent residents in the target community while providing convenience for the visiting person.

[0174] Embodiment 3: This embodiment is an improvement made on the basis of Embodiment 2. The method of the smart community management system based on big data, the second determination strategy includes:

[0175] Obtain the characters who have left the community and define them as the judgment characters;

[0176] If the special character set does not include the judging character, no judgment is made;

[0177] If the special person set includes the judgment person, the time when the judgment person leaves the community is obtained and is determined as the judgment time;

[0178] Setting a second determination time length, where the second determination time length is used to calculate the first time threshold and the second time threshold, such as the second determination time length is 30 seconds;

[0179] Calculate the first time threshold, the first time threshold = determination time - second determination time;

[0180] Calculate the second time threshold, where the second time threshold = determination time + second determination duration;

[0181] The time period between the first time threshold and the second time threshold is defined as the determination time period;

[0182] Obtain all persons who leave the community within the determination time period, define them as determination time persons, and form a determination time person set;

[0183] Obtain the household corresponding to the determined person and determine it as the determined household;

[0184] Obtain all common persons corresponding to the determined households, define them as determined common persons, and form a determined common person set;

[0185] If the judgment time person set overlaps with the judgment ordinary person set, it means that in the short period before and after the judgment person left the community, an ordinary person from the judgment household went out, which means that the judgment person was accompanied by an ordinary person from the judgment household and generally does not have the risk of getting lost, and no judgment is made;

[0186] If the set of people at the time of determination does not overlap with the set of ordinary people at the time of determination, it indicates that no ordinary person from the determined household went out in the short period before and after the person at the time of determination left the community, which means that the person at the time of determination was not accompanied by an ordinary person from the determined household and there is a risk of getting lost. Then the head of household corresponding to the determined household is obtained and is determined as the head of household;

[0187] A reminder message is then sent to the determined household head, prompting the determined person to go out alone, so that the determined household head can grasp the determined person's movements in time and reduce the possibility of the determined person getting lost.

[0188] The embodiments of the present disclosure also provide a non-transitory computer-readable storage medium, which stores computer instructions, and the computer instructions are used to enable the computer to execute the big data-based smart community management system and method in the aforementioned method embodiments.

[0189] It should be noted that more specific examples of computer-readable storage media may include portable computer disks, hard disks, erasable programmable read-only memories (EPROMs or flash memories), optical storage devices, magnetic storage devices, or any suitable combination thereof. In the present disclosure, computer-readable storage media may be any tangible medium that contains or stores a program, which may be used by or in conjunction with an instruction execution system, apparatus, or device, and the computer-readable medium may be contained in the electronic device; or it may exist independently without being assembled into the electronic device.

[0190] The computer-readable medium carries one or more programs. When the one or more programs are executed by the electronic device, the electronic device can implement the solution provided by the method embodiment.

[0191] Computer program code for performing operations of the present disclosure may be written in one or more programming languages ​​or a combination thereof, and may be executed entirely on a user's computer, partially on a user's computer, as a stand-alone software package, partially on a user's computer and partially on a remote computer, or entirely on a remote computer or server. In the case of a remote computer, the remote computer may be connected to the user's computer through any type of network, including a local area network (LAN) or a wide area network (WAN), or may be connected to an external computer (e.g., through the Internet using an Internet service provider).

[0192] It should be noted that, in this article, relational terms such as first and second, etc. are only used to distinguish one entity or operation from another entity or operation, and do not necessarily require or imply any such actual relationship or order between these entities or operations. Moreover, the terms "include", "comprise" or any other variants thereof are intended to cover non-exclusive inclusion, so that a process, method, article or device including a series of elements includes not only those elements, but also other elements not explicitly listed, or also includes elements inherent to such process, method, article or device.

[0193] The above is only a preferred embodiment of the present invention. It should be pointed out that for ordinary technicians in this technical field, several improvements and modifications can be made without departing from the technical principles of the present invention. These improvements and modifications should also be regarded as the scope of protection of the present invention.

Claims

1. A smart community management system and method based on big data, characterized by: include: Collection module: obtain target community data; The target community data includes household data and visitor reporting data; The household data includes households, household heads and registered persons; The visitor reporting data includes the estimated visiting person and the estimated visiting time range; Data integration module: Based on household data, data integration strategies are used to form integrated data; External monitoring module: obtain people who need to enter the community and need to be judged, and define them as target people; The first determination module: forms the first determination data according to the integrated data and the target person through the first determination strategy; Internal monitoring module: obtain people who have left the community and define them as judgment people; The second determination module: forms the second determination data according to the integrated data and the determination character through the second determination strategy.

2. A method for using the big data-based smart community management system according to claim 1, characterized in that: The data integration strategy includes: Acquire target communities; The target community includes a first gate and a second gate; Obtain all residents of the target community; Obtain the head of each household in the target community; Obtain the registered associated persons of each household in the target community and define them as registered persons; Obtain all household heads and registered persons, define them as permanent residents, and form a permanent resident set; Get the age of the registered person and set it as the person's age; Set the age threshold range to [A1, A2]; If the person's age is less than the threshold value A1, or the person's age is greater than the threshold value A2, the registered person is marked as a special person; Get all special characters to form a special character set; If the person's age is ≥ threshold A1 and the person's age is ≤ threshold A2, the registered person is marked as an ordinary person; Get all common characters to form a common character set.

3. The method of the smart community management system based on big data according to claim 2 is characterized by: The first determination strategy includes Acquire people who need to enter the community and need to be judged, and define them as target people; If the set of resident characters includes the target character, the first access control and the second access control are opened; If the resident person set does not include the target person, the visitor input information of the target person is obtained and determined as the target visitor input information; If there is no target visitor input information, the first access control and the second access control are closed; If there is target visitor input information, the reporting and determination strategy will be executed.

4. The method of the smart community management system based on big data according to claim 3 is characterized by: The reporting determination strategy includes: Extract the households that need to be visited from the target visitor information and set them as target households; Obtain the visitor reporting data of the target residents and set it as the target reporting data; If there is no target reporting data, the communication determination strategy is executed; If there is target reporting data, all reporting records in the target reporting data are obtained and defined as target reporting records; Obtain the estimated visiting persons in each target reporting record to form an estimated visiting person set; Obtain the estimated visit time range of each target reporting record, set it as the estimated visit time range, and form an estimated visit time range set; The elements in the estimated visiting person set are matched one by one with the elements in the estimated visiting time range set to form a judgment set; Get the current time; If the judgment set contains elements corresponding to both the current time and the target person, the first access control and the second access control are opened; If the determination set does not contain elements corresponding to both the current time and the target person, the communication determination strategy is executed.

5. The method of the smart community management system based on big data according to claim 4 is characterized by: The communication determination strategy includes: Obtain the head of the target household and set him as the target head of the household; Acquire a shared communication database of a target household owner and define it as a target shared communication database; If there is no target shared communication database, the historical visit determination strategy is executed; If there is a target shared communication database, the communication records between the target person and the target household owner in the target shared communication database are extracted and defined as the target communication records; If there is no target communication record, the historical visit judgment strategy is executed; If there is a target communication record, the communication duration determination strategy is executed.

6. The method of the smart community management system based on big data according to claim 5 is characterized by: The historical visit determination strategy includes: Obtain the estimated visiting person set and target person; If the estimated visiting person set contains an element corresponding to the target person, the first access control is opened and the second access control is closed; If the estimated visiting person set does not contain an element corresponding to the target person, the first access control and the second access control are closed.

7. The method of the smart community management system based on big data according to claim 5 is characterized by: The communication duration determination strategy includes: Obtain the start time of each target communication record and set it as the target communication start time; Arrange all target communication start times in chronological order and form a time sequence set, recorded as T1...Tn; Calculate the interval between each two adjacent target communication start times in the time sequence set in sequence, set it as the target interval, and form a target interval set, recorded as U1...Un-1, target interval U1 = target communication start time T2 - target communication start time T1...target interval Un-1 = target communication start time Tn - target communication start time Tn-1; Get the number of elements in the target interval duration set and set it as the number of the first element; Calculate the average interval duration, average interval duration = (target interval duration U1 + ... + target interval duration Un-1) ÷ the number of first elements; Set duration threshold; If the average interval duration is ≤ the duration threshold, the home person determination strategy is executed; If the average interval duration is greater than the duration threshold, the first determination duration is set; Get the current time; Calculate the judgment time, judgment time = current time - first judgment duration; The time period from the determination time to the current time is defined as the determination time period; If there is a target communication record within the determination time period, the home person determination strategy is executed; If there is no target communication record within the determination time period, the first access control is opened and the second access control is closed.

8. The method of the smart community management system based on big data according to claim 7 is characterized by: The home person determination strategy includes: Obtain all permanent residents of the target household and define them as target permanent residents; Get the existence status of each target resident character; All states of existence include the first and second states; Extract the target resident character whose existence state is the first state and define it as the first state character; Get the number of characters in the first state, and set it as the number of first characters; If the number of the first person ≠ 0, open the first access control and the second access control; If the number of the first person = 0, the first access control is opened and the second access control is closed.

9. The method of the smart community management system based on big data according to claim 2 is characterized by: The second determination strategy includes: Obtain the characters who have left the community and define them as the judgment characters; If the special character set does not include the judging character, no judgment is made; If the special person set includes the judgment person, the time when the judgment person leaves the community is obtained and is determined as the judgment time; Set the second judgment time; Calculate the first time threshold, the first time threshold = determination time - second determination time; Calculate the second time threshold, where the second time threshold = determination time + second determination duration; The time period between the first time threshold and the second time threshold is defined as the determination time period; Obtain all persons who leave the community within the determination time period, define them as determination time persons, and form a determination time person set; Obtain the household corresponding to the determined person and determine it as the determined household; Obtain all common persons corresponding to the determined households, define them as determined common persons, and form a determined common person set; If the judgment time character set overlaps with the judgment ordinary character set, no judgment is made; If the set of people at the time of determination does not overlap with the set of ordinary people at determination, the head of household corresponding to the determined household is obtained and determined as the head of household; Then send a prompt message to the determined household head.

Images