CN116541801B - Multi-device information centralized processing system, device and storage medium - Google Patents
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Abstract
The invention relates to the field of information processing, and discloses a multi-device information centralized processing system, a device and a storage medium. The system comprises: the system comprises a main device, a plurality of sub devices, an information transmission module, an information fusion module, a attribution division module, an information comparison module, a program generation module and an execution feedback module, wherein the first information to be processed is transmitted to the main device through a data communication channel by receiving the plurality of sub devices; performing data desensitization and information fusion processing on the first information to be processed to generate target information to be processed; performing region attribution division on the target information to be processed to obtain a division result; according to the dividing result, the urban information of the upper area of the area is called, and the target information to be processed is compared with the urban information to obtain a comparison result; based on the comparison result, generating an execution program, feeding the execution program back to the corresponding sub-equipment through the data communication channel, and displaying the execution program by the sub-equipment; the timeliness and the efficiency of information processing of the multi-terminal equipment are improved.
Description
Technical Field
The present invention relates to the field of information processing, and in particular, to a multi-device information centralized processing system, a device, and a storage medium.
Background
With the development of social informatization, more and more information is received and processed in the form of data by using a network; the internal demands of people for data processing of mobile network data rise sharply, and more different devices in different cities access the Internet at high speed in the moving process, so that a large amount of data needs to be processed, and the subsequent processing is convenient according to the processed data; at present, when data processing operation of the multi-terminal device is performed, data sorting or data priority processing is generally performed according to time information of acquired data of the multi-terminal device, so that timeliness and efficiency of data processing of the multi-terminal device are reduced.
Disclosure of Invention
The invention aims to solve the problems, and designs a multi-device information centralized processing system, a multi-device information centralized processing device and a storage medium.
The first aspect of the present invention provides a multi-device information centralized processing system, which includes a main device, a plurality of sub-devices, an information transmission module, an information fusion module, a home division module, an information comparison module, a program generation module, and an execution feedback module,
the information transmission module is used for establishing a data communication channel between the main equipment and the plurality of sub-equipment and receiving first information to be processed which is transmitted to the main equipment by the plurality of sub-equipment through the data communication channel, wherein the sub-equipment at least comprises a computer, a tablet personal computer and a mobile phone, and the first information to be processed is data which is generated by the sub-equipment and distributed in each city of the whole country;
the information fusion module is used for carrying out data desensitization and information fusion processing on the first information to be processed output by the information transmission module to generate target information to be processed;
the attribution division module is used for carrying out regional attribution division on the target information to be processed output by the information fusion module to obtain a division result;
the information comparison module is used for calling the city information of the upper area of the area to which the information belongs according to the division result output by the attribution division module, and comparing the target information to be processed with the city information to obtain a comparison result;
the program generation module is used for generating an execution program based on the comparison result output by the information comparison module;
and the execution feedback module is used for feeding the execution program output by the program generation module back to the corresponding sub-equipment through the data communication channel, and carrying out visual display by the sub-equipment.
Optionally, in a first implementation manner of the first aspect of the present invention, the information transmission module includes a channel establishment unit, a connection request unit and a timing round robin unit, where,
the channel establishing unit is used for establishing a Websocket data communication channel between the main equipment and the plurality of pieces of sub equipment;
a connection request unit, configured to receive Websocket connection requests initiated by a plurality of sub-devices;
the timing round-robin unit is used for timely transmitting data to the main equipment through the Websocket data communication channel established by the channel establishing unit according to the Websocket connection request output by the connection request unit, and obtaining the latest first information to be processed corresponding to each piece of sub equipment.
Optionally, in a second implementation manner of the first aspect of the present invention, the information fusion module includes an information preprocessing unit, a data desensitizing unit, a weight determining unit and a weighted fusion unit, where,
the information preprocessing unit is used for acquiring first information to be processed corresponding to each piece of sub equipment, and sequentially carrying out filtering processing and redundancy removing processing on each piece of first information to be processed so as to obtain second information to be processed;
the data desensitization unit is used for carrying out data desensitization processing on the second information to be processed output by the information preprocessing unit to obtain third information to be processed;
the weight determining unit is used for determining a clustering center point of the third information to be processed output by the data desensitizing unit, and determining the weight of each piece of third information to be processed by adopting a least square support vector according to the clustering center point to obtain an optimal weight;
and the weighted fusion unit is used for carrying out weighted fusion according to the optimal weight value output by the weight value determination unit so as to generate target information to be processed.
Optionally, in a third implementation manner of the first aspect of the present invention, the data desensitizing unit includes a field identifying subunit, a sensitivity judging subunit, an performing desensitizing subunit and an information outputting subunit, where,
a field identification subunit, configured to obtain field content of the second information to be processed, and parse the field content to identify a sensitivity level of the field content;
the sensitivity judging subunit is used for judging whether the sensitivity level exists in a preset data desensitization rule or not, wherein the preset data desensitization rule comprises a mapping relation between the sensitivity level and a desensitization strategy;
the execution desensitization subunit is used for executing a corresponding desensitization strategy if the data exists, and outputting third to-be-processed information generated after the data desensitization processing, wherein the desensitization strategy at least comprises data symmetric encryption, data replacement, data offset, data shielding and data hashing;
and the information output subunit is used for skipping desensitization processing if the information does not exist, and directly outputting the third information to be processed.
Optionally, in a fourth implementation manner of the first aspect of the present invention, the home partition module includes an element parsing unit, a similarity calculating unit and an address matching unit, where,
the element analysis unit is used for acquiring the address element of the sub-equipment corresponding to the target information to be processed, and analyzing the address element to obtain a retrieval keyword;
the similarity calculation unit is used for inputting the search keywords into a similarity calculation model so as to output an address similarity value corresponding to the sub-equipment;
and the address matching unit is used for carrying out address matching according to the address similarity value to obtain a target address, and carrying out region attribution division according to the target address to obtain a division result.
Optionally, in a fifth implementation manner of the first aspect of the present invention, the constructing of the similarity calculation model includes the following steps:
acquiring a training set, wherein the training set comprises a plurality of address information;
constructing a weight matrix, and performing level matching on the address information according to the weight matrix to obtain a matching result, wherein the weight matrix comprises first-level address weights and second-level address weights;
acquiring a plurality of character string sequences in the matching result, and calculating the similarity between the two character string sequences according to the weight matrix to obtain a weighted similarity value;
and calculating cosine similarity between two character string sequences to obtain a cosine similarity value, adding the weighted similarity value and the cosine similarity value, carrying out normalization processing to obtain an address similarity value, and constructing a similarity calculation model.
Optionally, in a sixth implementation manner of the first aspect of the present invention, the program generating module includes an output requesting unit, an attribute determining unit and a field converting unit, wherein,
the output request unit is used for receiving the output request of the comparison result and analyzing the result attribute from the output request;
the attribute determining unit is used for determining output fields corresponding to the result attributes in a preset database according to the result attributes, wherein the database comprises a target table corresponding to the result attributes, and the target table comprises a plurality of fields;
and the field conversion unit is used for converting the output field into an output character string and generating an execution program output to the sub-equipment.
Optionally, in a seventh implementation manner of the first aspect of the present invention, the method for using the multi-device information centralized processing system includes the following steps:
receiving first information to be processed which is transmitted to the main equipment by the plurality of sub-equipment through the data communication channel;
performing data desensitization and information fusion processing on the first information to be processed to generate target information to be processed;
performing region attribution division on the target information to be processed to obtain a division result;
according to the division result, urban information of a superior region of the region is called, and the target information to be processed is compared with the urban information to obtain a comparison result;
and generating an execution program based on the comparison result, feeding the execution program back to the corresponding sub-equipment through the data communication channel, and displaying the execution program by the sub-equipment.
A second aspect of the present invention provides a multi-device information centralized processing device including a memory and at least one processor, the memory having instructions stored therein; the at least one processor invokes the instructions in the memory to cause the multi-device information-centric processing device to execute a multi-device information-centric processing system as set forth in any one of the preceding claims.
A third aspect of the present invention provides a computer-readable storage medium having instructions stored thereon, which when executed by a processor, implement a multi-device information-gathering processing system as described in any of the above.
In the technical scheme provided by the invention, the multi-device information centralized processing system comprises a main device, a plurality of sub-devices, an information transmission module, an information fusion module, a attribution division module, an information comparison module, a program generation module and an execution feedback module, wherein the first information to be processed is transmitted to the main device through the data communication channel by receiving the plurality of sub-devices; performing data desensitization and information fusion processing on the first information to be processed to generate target information to be processed; performing region attribution division on the target information to be processed to obtain a division result; according to the division result, urban information of a superior region of the region is called, and the target information to be processed is compared with the urban information to obtain a comparison result; based on the comparison result, generating an execution program, feeding the execution program back to the corresponding sub-equipment through the data communication channel, and displaying the execution program by the sub-equipment; according to the technical scheme provided by the invention, the information of the multi-terminal equipment is subjected to centralized processing, and the processed information is timely synchronized to the corresponding sub-equipment, so that the timeliness and the efficiency of the information processing of the multi-terminal equipment are improved.
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Various other advantages and benefits will become apparent to those of ordinary skill in the art upon reading the following detailed description of the preferred embodiments. The drawings are only for purposes of illustrating the preferred embodiments and are not to be construed as limiting the invention.
FIG. 1 is a schematic diagram of a first embodiment of a multi-device information centralized processing system according to an embodiment of the present invention;
FIG. 2 is a schematic diagram of a second embodiment of a multi-device information centralized processing system according to an embodiment of the present invention;
FIG. 3 is a schematic diagram of a third embodiment of a multi-device information centralized processing system according to an embodiment of the present invention;
fig. 4 is a schematic structural diagram of a multi-device information centralized processing device according to an embodiment of the present invention.
Detailed Description
The present invention will be described in further detail with reference to the drawings and examples, in order to make the objects, technical solutions and advantages of the present invention more apparent. It should be understood that the specific embodiments described herein are for purposes of illustration only and are not intended to limit the scope of the invention.
The terms "first," "second," "third," "fourth" and the like in the description and in the claims and in the above drawings, if any, are used for distinguishing between similar objects and not necessarily for describing a particular sequential or chronological order. It is to be understood that the data so used may be interchanged where appropriate such that the embodiments described herein may be implemented in other sequences than those illustrated or otherwise described herein. Furthermore, the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, apparatus, article, or apparatus that comprises a list of steps or elements is not necessarily limited to those steps or elements expressly listed or inherent to such process, method, article, or apparatus.
For ease of understanding, a specific flow of an embodiment of the present invention is described below, referring to fig. 1, which is a schematic diagram of a first embodiment of a multi-device information centralized processing system provided by the embodiment of the present invention, where the system specifically includes a main device, a plurality of sub-devices, an information transmission module, an information fusion module, a home partition module, an information comparison module, a program generation module, and an execution feedback module,
an information transmission module 101, configured to establish a data communication channel between a main device and a plurality of sub devices, and receive first information to be processed, which is transmitted by the plurality of sub devices to the main device through the data communication channel, where the sub devices at least include a computer, a tablet computer, and a mobile phone, and the first information to be processed is data generated by the sub devices distributed in each city of the whole country;
the information fusion module 102 is configured to perform data desensitization and information fusion processing on the first information to be processed output by the information transmission module, so as to generate target information to be processed;
the attribution division module 103 is used for carrying out regional attribution division on the target information to be processed output by the information fusion module to obtain a division result;
the information comparison module 104 is configured to retrieve city information of a superior region of the region according to the division result output by the attribution division module, and compare the target information to be processed with the city information to obtain a comparison result;
a program generating module 105, configured to generate an execution program based on the comparison result output by the information comparing module;
and the execution feedback module 106 is configured to feed back the execution program output by the program generating module to the corresponding sub-device through the data communication channel, and visually display the execution program by the sub-device.
In the embodiment of the invention, the information of the multi-terminal equipment is intensively processed through the main equipment, the plurality of sub-equipment, the information transmission module, the information fusion module, the attribution division module, the information comparison module, the program generation module and the execution feedback module, and the processed information is timely synchronized into the corresponding sub-equipment, so that the timeliness and the efficiency of the information processing of the multi-terminal equipment are improved.
Referring to FIG. 2, a second embodiment of a multi-device information processing system according to an embodiment of the present invention includes
An information transmission module 101, configured to establish a data communication channel between a main device and a plurality of sub devices, and receive first information to be processed, which is transmitted by the plurality of sub devices to the main device through the data communication channel, where the sub devices at least include a computer, a tablet computer, and a mobile phone, and the first information to be processed is data generated by the sub devices distributed in each city of the whole country;
the information fusion module 102 is configured to perform data desensitization and information fusion processing on the first information to be processed output by the information transmission module, so as to generate target information to be processed;
the attribution division module 103 is used for carrying out regional attribution division on the target information to be processed output by the information fusion module to obtain a division result;
the information comparison module 104 is configured to retrieve city information of a superior region of the region according to the division result output by the attribution division module, and compare the target information to be processed with the city information to obtain a comparison result;
a program generating module 105, configured to generate an execution program based on the comparison result output by the information comparing module;
and the execution feedback module 106 is configured to feed back the execution program output by the program generating module to the corresponding sub-device through the data communication channel, and visually display the execution program by the sub-device.
In this embodiment, the information transmission module 101 includes a channel establishment unit, a connection request unit, and a timing round robin unit, wherein,
a channel establishing unit 1011 for establishing a Websocket data communication channel between the main device and the plurality of sub devices;
a connection request unit 1012, configured to receive Websocket connection requests initiated by a plurality of sub devices;
the timing round-robin unit 1013 is configured to timely transmit data to the master device through the Websocket data communication channel established by the channel establishment unit according to the Websocket connection request output by the connection request unit, so as to obtain the latest first information to be processed corresponding to each piece of sub-device.
In this embodiment, the information fusion module 102 includes an information preprocessing unit, a data desensitizing unit, a weight determining unit, and a weighted fusion unit, where,
the information preprocessing unit 1021 is configured to obtain first information to be processed corresponding to each piece of sub-equipment, and sequentially perform filtering processing and redundancy removal processing on each piece of first information to obtain second information to be processed;
the data desensitizing unit 1022 is configured to perform data desensitizing processing on the second to-be-processed information output by the information preprocessing unit, so as to obtain third to-be-processed information;
the weight determining unit 1023 is used for determining a clustering center point of the third information to be processed output by the data desensitizing unit, and determining the weight of each third information to be processed by adopting a least square support vector according to the clustering center point to obtain an optimal weight;
and a weighted fusion unit 1024, configured to perform weighted fusion according to the optimal weight value output by the weight value determining unit, so as to generate target information to be processed.
In this embodiment, the data desensitizing unit further includes a field identifying subunit, a sensitivity judging subunit, an execution desensitizing subunit, and an information outputting subunit, wherein,
a field identification subunit, configured to obtain field content of the second information to be processed, and parse the field content to identify a sensitivity level of the field content;
the sensitivity judging subunit is used for judging whether the sensitivity level exists in a preset data desensitization rule or not, wherein the preset data desensitization rule comprises a mapping relation between the sensitivity level and a desensitization strategy;
the execution desensitization subunit is used for executing a corresponding desensitization strategy if the data exists, and outputting third to-be-processed information generated after the data desensitization processing, wherein the desensitization strategy at least comprises data symmetric encryption, data replacement, data offset, data shielding and data hashing;
and the information output subunit is used for skipping desensitization processing if the information does not exist, and directly outputting the third information to be processed.
In this embodiment, the home partition module 103 includes an element parsing unit, a similarity calculation unit, and an address matching unit, wherein,
the element analysis unit 1031 is configured to obtain an address element of a sub-device corresponding to the target information to be processed, and analyze the address element to obtain a search keyword;
a similarity calculation unit 1032 for inputting the search key into the similarity calculation model to output the address similarity value corresponding to the sub-device;
the address matching unit 1033 is configured to perform address matching according to the address similarity value, obtain a target address, and perform region attribution division according to the target address, so as to obtain a division result.
In this embodiment, the construction of the similarity calculation model includes the steps of:
acquiring a training set, wherein the training set comprises a plurality of address information;
constructing a weight matrix, and performing level matching on the address information according to the weight matrix to obtain a matching result, wherein the weight matrix comprises first-level address weights and second-level address weights;
obtaining a plurality of character string sequences in the matching result, and calculating the similarity between the two character string sequences according to the weight matrix to obtain a weighted similarity value;
and calculating cosine similarity between the two character string sequences to obtain a cosine similarity value, adding the weighted similarity value and the cosine similarity value, carrying out normalization processing to obtain an address similarity value, and constructing a similarity calculation model.
In the present embodiment, the program generating module 105 includes an output requesting unit, an attribute determining unit, and a field converting unit, wherein,
an output request unit 1051 for receiving the output request of the comparison result, and parsing out the result attribute from the output request;
an attribute determining unit 1052, configured to determine an output field corresponding to the result attribute in a preset database according to the result attribute, where the database includes a target table corresponding to the result attribute, and the target table includes a plurality of fields;
the field conversion unit 1053 is configured to convert the output field into an output character string, and generate an execution program that is output to the child device.
In summary, the scheme performs centralized processing on information of the multi-terminal device through the main device, the plurality of sub devices, the information transmission module, the information fusion module, the attribution division module, the information comparison module, the program generation module and the execution feedback module, and synchronizes the processed information to the corresponding sub devices in time, so that timeliness and efficiency of information processing of the multi-terminal device are improved.
Referring to fig. 3, a third embodiment of a multi-device information centralized processing system provided by an embodiment of the present invention is shown, and a method for using the multi-device information centralized processing system includes the following steps:
step 301, receiving first information to be processed, which is transmitted to a main device by a plurality of sub-devices through a data communication channel;
in this embodiment, a Websocket data communication channel is established between a main device and a plurality of sub-devices, websocket connection requests initiated by the plurality of sub-devices are received, and according to the Websocket connection requests output by the connection request unit, data are timely transmitted to the main device through the established Websocket data communication channel in a round-robin manner, so that latest first information to be processed corresponding to each sub-device is obtained.
Step 302, performing data desensitization and information fusion processing on the first information to be processed to generate target information to be processed;
in this embodiment, first information to be processed corresponding to each piece of sub-equipment is obtained, and filtering processing and redundancy removing processing are sequentially performed on each piece of first information to be processed to obtain second information to be processed; performing data desensitization processing on the second information to be processed to obtain third information to be processed; determining a clustering center point of the third information to be processed, and determining the weight of each piece of third information to be processed by using a least square support vector according to the clustering center point to obtain an optimal weight; and carrying out weighted fusion according to the optimal weight value output by the weight value determining unit so as to generate target information to be processed.
In this embodiment, the field content of the second information to be processed is obtained, and the field content is analyzed to identify the sensitivity level of the field content; judging whether the sensitivity level exists in a preset data desensitization rule or not, wherein the preset data desensitization rule comprises a mapping relation between the sensitivity level and a desensitization strategy; if the data exists, executing a corresponding desensitization strategy, and outputting third to-be-processed information generated after data desensitization processing, wherein the desensitization strategy at least comprises data symmetric encryption, data replacement, data offset, data shielding and data hashing; if not, skipping desensitization processing, and directly outputting the third information to be processed.
Step 303, carrying out regional attribution division on the target information to be processed to obtain a division result;
in this embodiment, an address element of a sub-device corresponding to the target information to be processed is obtained, and the address element is resolved to obtain a search keyword; inputting the search key words into a similarity calculation model to output address similarity values corresponding to the sub-equipment; and performing address matching according to the address similarity value to obtain a target address, and performing region attribution division according to the target address to obtain a division result.
Step 304, according to the dividing result, the urban information of the upper area of the area is called, and the target information to be processed is compared with the urban information to obtain a comparison result;
and 305, generating an execution program based on the comparison result, feeding the execution program back to the corresponding sub-equipment through the data communication channel, and displaying the execution program by the sub-equipment.
In this embodiment, an output request of the comparison result is received, and a result attribute is resolved from the output request; determining an output field corresponding to the result attribute in a preset database according to the result attribute, wherein the database comprises a target table corresponding to the result attribute, and the target table comprises a plurality of fields; and converting the output field into an output character string and generating an execution program output to the sub-equipment.
In the embodiment of the invention, the first information to be processed is transmitted to the main equipment through the data communication channel by receiving a plurality of pieces of sub equipment; performing data desensitization and information fusion processing on the first information to be processed to generate target information to be processed; performing region attribution division on the target information to be processed to obtain a division result; according to the division result, urban information of a superior region of the region is called, and the target information to be processed is compared with the urban information to obtain a comparison result; based on the comparison result, generating an execution program, feeding the execution program back to the corresponding sub-equipment through the data communication channel, and displaying the execution program by the sub-equipment; according to the technical scheme provided by the invention, the information of the multi-terminal equipment is subjected to centralized processing, and the processed information is timely synchronized to the corresponding sub-equipment, so that the timeliness and the efficiency of the information processing of the multi-terminal equipment are improved.
The multi-device information centralized processing device in the embodiment of the present invention is described in detail below from the viewpoint of hardware processing.
Fig. 4 is a schematic structural diagram of a multi-device information centralized processing device according to an embodiment of the present invention, where the multi-device information centralized processing device 400 may have a relatively large difference due to different configurations or performances, and may include one or more processors (central processing units, CPU) 410 (e.g., one or more processors) and a memory 420, one or more storage media 430 (e.g., one or more mass storage devices) storing application programs 433 or data 432. Wherein memory 420 and storage medium 430 may be transitory or persistent storage. The program stored in the storage medium 630 may include one or more modules (not shown), each of which may include a series of instruction operations in the multi-device information centralized processing device 400. Still further, the processor 410 may be configured to communicate with the storage medium 430 to execute a series of instruction operations in the storage medium 430 on the multi-device information-gathering device 400 to implement the methods provided by the implementations described above.
The multi-device information-centric processing device 400 may also include one or more power supplies 440, one or more wired or wireless network interfaces 450, one or more input-output interfaces 460, and/or one or more operating devices 431, such as Windows Serve, mac OS X, unix, linux, freeBSD, and the like. It will be appreciated by those skilled in the art that the multi-device information centralized processing device architecture shown in fig. 4 is not limiting as to the computer device provided by the present invention, and may include more or fewer components than shown, or may combine certain components, or a different arrangement of components.
The present invention also provides a computer readable storage medium, which may be a non-volatile computer readable storage medium, or may be a volatile computer readable storage medium, where instructions are stored in the computer readable storage medium, where the instructions when executed on a computer cause the computer to execute the multi-device information centralized processing system provided in the foregoing embodiments.
It will be clearly understood by those skilled in the art that, for convenience and brevity of description, the specific working process of the apparatus or device, unit described above may refer to the corresponding process in the foregoing method embodiment, which is not repeated herein.
The integrated units, if implemented in the form of software functional units and sold or used as stand-alone products, may be stored in a computer readable storage medium. Based on such understanding, the technical solution of the present invention may be embodied essentially or in part or all of the technical solution or in part in the form of a software product stored in a storage medium, including instructions for causing a computer device (which may be a personal computer, a server, or a network device, etc.) to perform all or part of the steps of the method according to the embodiments of the present invention. And the aforementioned storage medium includes: a U-disk, a removable hard disk, a read-only memory (ROM), a random access memory (random access memory, RAM), a magnetic disk, or an optical disk, or other various media capable of storing program codes.
The above embodiments are only for illustrating the technical solution of the present invention, and not for limiting the same; although the invention has been described in detail with reference to the foregoing embodiments, it will be understood by those of ordinary skill in the art that: the technical scheme described in the foregoing embodiments can be modified or some technical features thereof can be replaced by equivalents; such modifications and substitutions do not depart from the spirit and scope of the technical solutions of the embodiments of the present invention.
Claims (8)
1. A multi-device information centralized processing system is characterized by comprising a main device, a plurality of sub-devices, an information transmission module, an information fusion module, a home division module, an information comparison module, a program generation module and an execution feedback module, wherein,
the information transmission module is used for establishing a data communication channel between the main equipment and the plurality of sub-equipment and receiving first information to be processed which is transmitted to the main equipment by the plurality of sub-equipment through the data communication channel, wherein the sub-equipment at least comprises a computer, a tablet personal computer and a mobile phone, and the first information to be processed is data which is generated by the sub-equipment and distributed in each city of the whole country;
the information fusion module is used for carrying out data desensitization and information fusion processing on the first information to be processed output by the information transmission module to generate target information to be processed;
the attribution division module is used for carrying out regional attribution division on the target information to be processed output by the information fusion module to obtain a division result;
the information comparison module is used for calling the city information of the upper area of the area to which the information belongs according to the division result output by the attribution division module, and comparing the target information to be processed with the city information to obtain a comparison result;
the program generation module is used for generating an execution program based on the comparison result output by the information comparison module;
the execution feedback module is used for feeding the execution program output by the program generation module back to the corresponding sub-equipment through the data communication channel, and the sub-equipment performs visual display;
the attribution dividing module comprises an element analyzing unit, a similarity calculating unit and an address matching unit, wherein,
the element analysis unit is used for acquiring the address element of the sub-equipment corresponding to the target information to be processed, and analyzing the address element to obtain a retrieval keyword;
the similarity calculation unit is used for inputting the search keywords into a similarity calculation model so as to output an address similarity value corresponding to the sub-equipment;
the address matching unit is used for carrying out address matching according to the address similarity value to obtain a target address, and carrying out region attribution division according to the target address to obtain a division result;
the construction of the similarity calculation model comprises the following steps:
acquiring a training set, wherein the training set comprises a plurality of address information;
constructing a weight matrix, and performing level matching on the address information according to the weight matrix to obtain a matching result, wherein the weight matrix comprises first-level address weights and second-level address weights;
acquiring a plurality of character string sequences in the matching result, and calculating the similarity between the two character string sequences according to the weight matrix to obtain a weighted similarity value;
and calculating cosine similarity between two character string sequences to obtain a cosine similarity value, adding the weighted similarity value and the cosine similarity value, carrying out normalization processing to obtain an address similarity value, and constructing a similarity calculation model.
2. The multi-device information centralized processing system as claimed in claim 1, wherein the information transmission module comprises a channel establishment unit, a connection request unit, and a timing round robin unit, wherein,
the channel establishing unit is used for establishing a Websocket data communication channel between the main equipment and the plurality of pieces of sub equipment;
a connection request unit, configured to receive Websocket connection requests initiated by a plurality of sub-devices;
the timing round-robin unit is used for timely transmitting data to the main equipment through the Websocket data communication channel established by the channel establishing unit according to the Websocket connection request output by the connection request unit, and obtaining the latest first information to be processed corresponding to each piece of sub equipment.
3. The multi-device information centralized processing system of claim 1, wherein the information fusion module comprises an information preprocessing unit, a data desensitizing unit, a weight determining unit, and a weighted fusion unit, wherein,
the information preprocessing unit is used for acquiring first information to be processed corresponding to each piece of sub equipment, and sequentially carrying out filtering processing and redundancy removing processing on each piece of first information to be processed so as to obtain second information to be processed;
the data desensitization unit is used for carrying out data desensitization processing on the second information to be processed output by the information preprocessing unit to obtain third information to be processed;
the weight determining unit is used for determining a clustering center point of the third information to be processed output by the data desensitizing unit, and determining the weight of each piece of third information to be processed by adopting a least square support vector according to the clustering center point to obtain an optimal weight;
and the weighted fusion unit is used for carrying out weighted fusion according to the optimal weight value output by the weight value determination unit so as to generate target information to be processed.
4. The multi-device information centralized processing system as recited in claim 3, wherein the data desensitizing unit comprises a field identifying subunit, a sensitivity judging subunit, an execution desensitizing subunit, and an information outputting subunit, wherein,
a field identification subunit, configured to obtain field content of the second information to be processed, and parse the field content to identify a sensitivity level of the field content;
the sensitivity judging subunit is used for judging whether the sensitivity level exists in a preset data desensitization rule or not, wherein the preset data desensitization rule comprises a mapping relation between the sensitivity level and a desensitization strategy;
the execution desensitization subunit is used for executing a corresponding desensitization strategy if the data exists, and outputting third to-be-processed information generated after the data desensitization processing, wherein the desensitization strategy at least comprises data symmetric encryption, data replacement, data offset, data shielding and data hashing;
and the information output subunit is used for skipping desensitization processing if the information does not exist, and directly outputting the third information to be processed.
5. The multi-device information centralized processing system as claimed in claim 1, wherein the program generating module comprises an output requesting unit, an attribute determining unit, and a field converting unit, wherein,
the output request unit is used for receiving the output request of the comparison result and analyzing the result attribute from the output request;
the attribute determining unit is used for determining output fields corresponding to the result attributes in a preset database according to the result attributes, wherein the database comprises a target table corresponding to the result attributes, and the target table comprises a plurality of fields;
and the field conversion unit is used for converting the output field into an output character string and generating an execution program output to the sub-equipment.
6. The multi-device information centralized processing system as set forth in claim 1, wherein the method for using the multi-device information centralized processing system comprises the steps of:
receiving first information to be processed which is transmitted to the main equipment by the plurality of sub-equipment through the data communication channel;
performing data desensitization and information fusion processing on the first information to be processed to generate target information to be processed;
performing region attribution division on the target information to be processed to obtain a division result;
according to the division result, urban information of a superior region of the region is called, and the target information to be processed is compared with the urban information to obtain a comparison result;
and generating an execution program based on the comparison result, feeding the execution program back to the corresponding sub-equipment through the data communication channel, and displaying the execution program by the sub-equipment.
7. The multi-device information centralized processing device is characterized by comprising a memory and at least one processor, wherein the memory stores instructions; the at least one processor invoking the instructions in the memory to cause the multi-device information centralized processing device to execute the multi-device information centralized processing system of any of claims 1-6.
8. A computer readable storage medium having instructions stored thereon, which when executed by a processor, implement the multi-device information-gathering processing system recited in any of claims 1-6.
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