CN111898383A - Intelligent household information processing method and device and readable storage medium - Google Patents

Intelligent household information processing method and device and readable storage medium Download PDF

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Publication number
CN111898383A
CN111898383A CN202010821642.3A CN202010821642A CN111898383A CN 111898383 A CN111898383 A CN 111898383A CN 202010821642 A CN202010821642 A CN 202010821642A CN 111898383 A CN111898383 A CN 111898383A
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China
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name
home
label
standby
tag
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CN202010821642.3A
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CN111898383B (en
Inventor
杨思亭
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Foshan Shunde LongQin Furniture Co.,Ltd.
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Guangzhou Yunzhi Communication Technology Co ltd
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Priority to CN202010821642.3A priority Critical patent/CN111898383B/en
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    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00Handling natural language data
    • G06F40/20Natural language analysis
    • G06F40/279Recognition of textual entities
    • G06F40/289Phrasal analysis, e.g. finite state techniques or chunking
    • G06F40/295Named entity recognition

Abstract

The application provides an intelligent home information processing method, an intelligent home information processing device and a readable storage medium, which relate to the technical field of intelligent home, and are characterized in that received function description information of home equipment with a name to be named is extracted to obtain an equipment initial name label and a home local area network label corresponding to the home equipment to be named, which are included in the function description information, and an area name label corresponding to spatial position information of the home equipment with the name to be named is combined to construct a name set with the name to be named corresponding to the home equipment with the name to be named, and after the name set with the name to be named is updated by using received input parameters, a target selected name corresponding to the home equipment to be named is determined from a plurality of names to be selected, which are included in the updated name set with the name to be named, and compared with the prior art, the name of the home equipment to be named can be automatically recommended to a user, the operation experience of the user is improved.

Description

Intelligent household information processing method and device and readable storage medium
Technical Field
The application relates to the technical field of smart home, in particular to a smart home information processing method and device and a readable storage medium.
Background
Along with the appearance of intelligent house, the user can utilize modes such as wireless network with intelligent home equipment to connect control terminal, conveniently utilizes control terminal to control intelligent home equipment to utilize a control terminal to control a plurality of home equipment, and alleviate the management degree of difficulty.
In some possible scenes, a user can check various information of the intelligent household equipment through the control terminal, such as names, attributes, production dates and the like; the user can also act on information such as the configuration name of each intelligent household device.
However, when a user configures information such as a name for an intelligent home device, the user often only inputs the configured name for the intelligent home device by himself, and the configured name cannot be automatically recommended for the user.
Disclosure of Invention
The application aims to provide an intelligent home information processing method, an intelligent home information processing device and a readable storage medium, which can automatically recommend names of home devices to be named for users, and improve the operation experience of the users.
In order to achieve the purpose, the technical scheme adopted by the application is as follows:
in a first aspect, the present application provides an intelligent home information processing method, where the intelligent home information processing method includes:
extracting characteristic information of the received function description information of the home equipment with the name to be named to obtain an equipment initial name label and a home local area network label corresponding to the home equipment with the name to be named, wherein the equipment initial name label and the home local area network label are included in the function description information; the home local area network tag is used for indicating a local area network to which the home equipment to be named belongs;
obtaining spatial position information corresponding to the household equipment to be named, and searching a region name label corresponding to the spatial position information in a pre-configured region linked list; the area linked list records a one-to-one correspondence relationship between a plurality of spatial positions and a plurality of area names;
constructing a standby name set corresponding to the standby name home equipment according to the equipment initial name tag, the home local area network tag and the area name tag; the name set to be named comprises a plurality of names to be selected;
performing cluster analysis processing on all the multiple names to be selected contained in the ready-to-call name set by using the received input parameters to update the ready-to-call name set so as to delete at least part of the ready-to-call names in the ready-to-call name set;
receiving a personalized naming label input by a user;
and performing cluster analysis processing by using the personalized naming tag and the updated standby name set to determine a target selected name corresponding to the household equipment to be named from the plurality of names to be selected included in the standby name set.
In a second aspect, the present application provides an intelligent home information processing apparatus, which includes:
the processing module is used for extracting characteristic information of the received function description information of the household equipment with the name to be named so as to obtain an equipment initial name label and a household local area network label which are included in the function description information and correspond to the household equipment with the name to be named; the home local area network tag is used for indicating a local area network to which the home equipment to be named belongs;
the processing module is further configured to obtain spatial location information corresponding to the home equipment to be named, and search a region name tag corresponding to the spatial location information in a preconfigured region linked list; the area linked list records a one-to-one correspondence relationship between a plurality of spatial positions and a plurality of area names;
the processing module is further configured to construct a standby name set corresponding to the standby name home device according to the device initial name tag, the home local area network tag, and the area name tag; the name set to be named comprises a plurality of names to be selected;
the processing module is further configured to perform cluster analysis processing on all the multiple names to be selected included in the ready-name set by using the received input parameters, so as to update the ready-name set, so that at least part of the ready-name names in the ready-name set are deleted;
the receiving module is used for receiving the personalized naming labels input by the user;
the processing module is further configured to perform cluster analysis processing on the personalized naming tag and the updated standby name set to determine a target selected name corresponding to the household equipment to be named from the multiple names to be selected included in the standby name set.
In a third aspect, the present application provides a control apparatus comprising a memory for storing one or more programs; a processor; when the one or more programs are executed by the processor, the intelligent household information processing method is realized.
In a fourth aspect, the present application provides a readable storage medium, on which a computer program is stored, where the computer program, when executed by a processor, implements the smart home information processing method described above.
According to the intelligent home information processing method, the intelligent home information processing device and the readable storage medium, the received function description information of the home equipment with the ready-to-name is subjected to characteristic information extraction to obtain the initial equipment name label and the home local area network label corresponding to the home equipment with the ready-to-name included in the function description information, the area name label of the space position information corresponding to the home equipment with the ready-to-name is combined to construct a ready-to-name set corresponding to the home equipment with the ready-to-name, the input parameter is utilized to update the ready-to-name set, and then the target selected name corresponding to the home equipment with the ready-to-name is determined from a plurality of names to be selected included in the updated ready-to-name set in combination with the personalized name label input by the user, compared with the prior art, the name of the home equipment with the ready-to-name can be automatically recommended to the user, the operation experience of the user is improved.
In order to make the aforementioned objects, features and advantages of the present application more comprehensible, preferred embodiments accompanied with figures are described in detail below.
Drawings
In order to more clearly explain the technical solutions of the present application, the drawings needed for the embodiments will be briefly described below, it should be understood that the following drawings only illustrate some embodiments of the present application and therefore should not be considered as limiting the scope, and that those skilled in the art can also derive other related drawings from these drawings without inventive effort.
Fig. 1 shows a schematic block diagram of a control device provided in the present application;
fig. 2 is a schematic flow chart diagram illustrating a smart home information processing method provided in the present application;
fig. 3 shows a schematic structural block diagram of an intelligent home information processing apparatus provided by the present application.
In the figure: 100-a control device; 101-a memory; 102-a processor; 103-a communication interface; 300-an intelligent home information processing device; 301-a processing module; 302-a receiving module.
Detailed Description
To make the purpose, technical solutions and advantages of the present application clearer, the technical solutions in the present application will be clearly and completely described below with reference to the accompanying drawings in some embodiments of the present application, and it is obvious that the described embodiments are some, but not all embodiments of the present application. The components of the present application, as generally described and illustrated in the figures herein, may be arranged and designed in a wide variety of different configurations.
Thus, the following detailed description of the embodiments of the present application, as presented in the figures, is not intended to limit the scope of the claimed application, but is merely representative of selected embodiments of the application. All other embodiments obtained by a person of ordinary skill in the art based on a part of the embodiments in the present application without any creative effort belong to the protection scope of the present application.
It should be noted that: like reference numbers and letters refer to like items in the following figures, and thus, once an item is defined in one figure, it need not be further defined and explained in subsequent figures. Meanwhile, in the description of the present application, the terms "first", "second", and the like are used only for distinguishing the description, and are not to be construed as indicating or implying relative importance.
It is noted that, herein, relational terms such as first and second, and the like may be used solely to distinguish one entity or action from another entity or action without necessarily requiring or implying any actual such relationship or order between such entities or actions. Also, the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or apparatus. Without further limitation, an element defined by the phrase "comprising an … …" does not exclude the presence of other identical elements in a process, method, article, or apparatus that comprises the element.
Some embodiments of the present application will be described in detail below with reference to the accompanying drawings. The embodiments described below and the features of the embodiments can be combined with each other without conflict.
Referring to fig. 1, fig. 1 shows a schematic block diagram of a control device 100 provided in the present application, the control device 100 may include a memory 101, a processor 102 and a communication interface 103, and the memory 101, the processor 102 and the communication interface 103 are electrically connected to each other directly or indirectly to implement data transmission or interaction. For example, the components may be electrically connected to each other via one or more communication buses or signal lines. For example, the control device 100 may be, but is not limited to, a mobile phone, a Personal Computer (PC), a tablet PC, and the like.
The memory 101 may be configured to store software programs and modules, such as program instructions/modules corresponding to the smart home information processing apparatus provided in the present application, and the processor 102 executes various functional applications and data processing by executing the software programs and modules stored in the memory 101, so as to further execute the steps of the smart home information processing method provided in the present application. The communication interface 103 may be used for communicating signaling or data with other node devices.
The Memory 101 may be, but is not limited to, a Random Access Memory (RAM), a Read Only Memory (ROM), a Programmable Read-Only Memory (PROM), an Erasable Read-Only Memory (EPROM), an electrically Erasable Programmable Read-Only Memory (EEPROM), and the like.
The processor 102 may be an integrated circuit chip having signal processing capabilities. The processor 102 may be a general-purpose processor, including a Central Processing Unit (CPU), a Network Processor (NP), and the like; but also Digital Signal Processors (DSPs), Application Specific Integrated Circuits (ASICs), Field Programmable Gate Arrays (FPGAs) or other Programmable logic devices, discrete Gate or transistor logic devices, discrete hardware components.
It will be appreciated that the configuration shown in fig. 1 is merely illustrative and that the control device 100 may also include more or fewer components than shown in fig. 1 or have a different configuration than shown in fig. 1. The components shown in fig. 1 may be implemented in hardware, software, or a combination thereof.
The following describes an example of the smart home information processing method provided by the present application, with the control device 100 shown in fig. 1 as an exemplary execution subject.
Referring to fig. 2, fig. 2 shows a schematic flow chart of the smart home information processing method provided in the present application, including the following steps:
step 201, extracting feature information of received function description information of home equipment with a name to be named to obtain an initial name tag of the equipment and a home local area network tag corresponding to the home equipment with the name to be named, which are included in the function description information; the home local area network tag is used for indicating a local area network to which the home equipment to be named belongs;
in the embodiment of the application, the control device can perform user-defined naming on the specified home equipment according to the input of the user.
In the embodiment of the present application, the function description information may include some basic information of the home device with the name of the standby, such as a production date, a device number, a manufacturer, a production lot, a production address, an initial name, a local area network ID, and the like.
Step 203, obtaining the spatial position information corresponding to the household equipment to be named, and searching a region name tag corresponding to the spatial position information in a pre-configured region linked list; the area linked list records a one-to-one correspondence relationship between a plurality of spatial positions and a plurality of area names;
in this embodiment of the application, a positioning device may be configured for the household device to be named to obtain spatial location information of the household device to be named, such as longitude and latitude, coordinates in a geodetic coordinate system, and the like.
Step 205, constructing a standby name set corresponding to the standby name home device according to the device initial name tag, the home local area network tag and the area name tag; the name set to be named comprises a plurality of names to be selected;
in the embodiment of the present application, each name to be selected may be a name generated by the control device and recommended for the standby-name home device.
Step 207, performing cluster analysis on all the multiple names to be selected contained in the ready-to-call name set by using the received input parameters to update the ready-to-call name set, so that at least part of the ready-to-call names in the ready-to-call name set are deleted;
in the embodiment of the application, all the names to be selected in the standby name set are subjected to clustering analysis by using the received input parameters, so that the standby name of the noise part in the standby name set is deleted, and the accuracy of naming the standby name equipment can be improved.
Step 209, receiving a personalized naming label input by a user;
step 211, performing cluster analysis processing by using the personalized naming tag and the updated standby name set, so as to determine a target selected name corresponding to the household equipment to be named from the multiple names to be selected included in the standby name set.
In this embodiment of the application, after the cluster analysis is performed on the personalized naming tag and the plurality of names to be selected included in the updated name set to be named through a cluster analysis method, for example, a name to be selected that is most similar to the personalized naming tag among the plurality of names to be selected included in the updated name set to be named may be selected as a target selected name, so as to be recommended to a user, so that the user may name a device to be named according to the target selected name.
Therefore, in the method for processing smart home information provided in this embodiment of the present application, the received function description information of the home device with the ready-to-name is extracted to obtain the initial device name tag and the home lan tag corresponding to the home device to be named included in the function description information, and the area name tag of the spatial location information corresponding to the home device with the ready-to-name is combined to construct the name set with the ready-to-name corresponding to the home device with the ready-to-name, and after the name set with the received input parameters is updated, the name set with the ready-to-name is combined with the personalized name tag input by the user, and the target selected name corresponding to the home device to be named is determined from the multiple names to be selected included in the updated name set with the ready-to-name, which can automatically recommend the name of the home device to be named to the user compared with the prior art, the operation experience of the user is improved.
In order to quickly obtain the initial device name tag and the home lan tag corresponding to the home device with the name of ready in the function description information of the home device with the name of ready, step 201 may be executed by using a neural network model based on entity identification in the embodiment of the present application.
As an exemplary possible implementation, step 201 may include the following sub-steps:
step 201-1, processing the function description information of the home equipment with the standby name by using a preset word segmentation processing algorithm to obtain all entity names included in the function description information;
step 201-2, inputting all the entity names into the trained entity recognition model, so that the trained entity recognition model outputs the device initial name tag and the home local area network tag corresponding to the home device to be named in the function description information.
In this embodiment of the application, word segmentation processing algorithms such as a forward maximum matching word segmentation algorithm, a reverse maximum matching word segmentation algorithm, a bidirectional maximum matching word segmentation algorithm, a minimum segmentation word segmentation algorithm, and the like may be preset in the control device, and the function description information of the home device with the standby name is processed, so as to extract all entity names included in the function description information.
Next, the control device may input all the obtained entity names into the trained entity recognition model, so that the trained entity recognition model outputs the device initial name tag and the home lan tag corresponding to the home device to be named in the function description information; the entity recognition model can be trained by adopting a plurality of equipment name labels and furniture local area network labels in advance, so that the entity recognition model recognizes the equipment initial name label and the home local area network label in all entity names obtained by extracting the function description information, and the recognition speed of the equipment initial name label and the home local area network label is improved.
In some possible scenarios, in order to ensure that each control coordinate point can be divided into a certain area, different spatial areas may at least partially overlap when the spatial areas are divided; thus, one spatial location, when step 203 is performed, may exist in a plurality of different spatial regions.
Thus, as a possible implementation, step 203 may comprise the following sub-steps:
step 203-1, receiving the spatial position information sent by the household equipment to be named, and searching all spatial region labels corresponding to the spatial position information in the region linked list; if the spatial location information corresponds to a spatial zone tag, performing step 203-2; if the spatial location information corresponds to a plurality of spatial zone tags, step 203-3 is performed,
step 203-2, generating a region name label corresponding to the standby name home device directly according to the space region label;
step 203-3, selecting a target spatial region label from all the spatial region labels to generate the region name label corresponding to the standby famous home device; and the target spatial region label is a spatial region label corresponding to a region, the center of which is closest to the position of the spatial position information, in all the spatial region labels.
In addition, as a possible implementation manner, step 205 may include the following sub-steps:
step 205-1, obtaining label characteristic information corresponding to the initial name label of the device, the home local area network label and the area name label; each piece of label characteristic information comprises label category information of a corresponding label and a plurality of keyword sets corresponding to the corresponding label and a plurality of preset personalized household names respectively;
in the embodiment of the application, the tag category information corresponding to the initial name tag of the device may be a device tag, the tag category information corresponding to the home lan tag may be a lan tag, and the tag category information corresponding to the area name tag may be an area tag.
Step 205-2, performing word formation matching on a plurality of keyword sets corresponding to the same personalized home name respectively by the equipment initial name tag, the home local area network tag and the area name tag according to a preset dictionary set to obtain a standby keyword set corresponding to each personalized home name respectively; each standby keyword set comprises at least one keyword, and the dictionary set comprises a plurality of phrases;
step 205-3, determining a contribution value of each keyword in each standby keyword set by using the respective corresponding label category information of the initial device name label, the home local area network label and the area name label;
step 205-4, determining target keywords meeting preset conditions in each standby keyword set based on respective contribution values of the keywords in each standby keyword set;
as a possible implementation manner, the control device may sort the keywords in each standby keyword set in an order from a large contribution value to a small contribution value, and select a preset number of keywords ranked in the front as the target keywords.
Or, as another possible implementation manner, the control device may select, as the target keyword, a keyword in each of the standby keyword sets, where the corresponding contribution value is greater than a preset value.
Step 205-5, removing other keywords except the target keyword in each standby keyword set to generate a target keyword set corresponding to each personalized home name;
205-6, performing exhaustive combination on the keywords in each target keyword set in a mode of respectively taking at least one keyword from each target keyword set;
and 205-7, obtaining a plurality of names to be selected according to an exhaustion result after all the target keyword sets are combined, and taking the set of the plurality of names to be selected as the name set to be named.
In the embodiment of the application, the keywords are screened out from the plurality of preset personalized household names, so that the screened keywords are utilized to form the name set to be named, the constructed name to be named is closer to the user expectation, and the user experience is improved.
In addition, the keywords contained in the target keyword set for generating the name set to be named can be more concentrated, so that noise information can be removed.
Moreover, all possible keyword combination modes can be listed as much as possible, so that the generated standby name set can comprise as many names to be selected as possible.
And, in order to improve the flexibility of the standby-name home device, before executing step 205, the smart home information processing method further includes the following steps:
step 204, performing feature extraction on the home category information corresponding to the home equipment with the name ready to be named to obtain a functional feature tag corresponding to the home equipment with the name ready to be named; the household type information is description information of a household type to which the household equipment to be named belongs.
For example, assuming that the standby famous home device is a sweeping robot, the corresponding functional feature tag may be "clean"; assuming that the standby home device is a television, the corresponding functional feature tag may be "audio/video".
In this way, when step 205 is executed, the control device may construct the standby name set corresponding to the standby name home device according to the device initial name tag, the home lan tag, the area name tag, and the function feature tag.
It can be seen that, by adopting the above implementation manner provided by the embodiment of the application, the initial name tag of the device, the home lan tag, the area name tag and the functional feature tag are combined with each other to make a standby for naming of the home devices, so that the naming accuracy of the home devices to be named is further improved, and the experience of the user is improved.
In addition, based on the same inventive concept as the above-mentioned smart home information processing method provided in the present application, please refer to fig. 3, and fig. 3 shows a schematic structural block diagram of a smart home information processing apparatus 300 provided in the present application, where the smart home information processing apparatus 300 includes a processing module 301 and a receiving module 302. Wherein:
the processing module 301 is configured to perform feature information extraction on the received function description information of the home device with the name to be named, so as to obtain an initial name tag of the device and a home local area network tag, which are included in the function description information and correspond to the home device with the name to be named; the home local area network tag is used for indicating a local area network to which the home equipment to be named belongs;
the processing module 301 is further configured to obtain spatial location information corresponding to the to-be-named home device, and search a region name tag corresponding to the spatial location information in a preconfigured region linked list; the area linked list records a one-to-one correspondence relationship between a plurality of spatial positions and a plurality of area names;
the processing module 301 is further configured to construct a standby name set corresponding to the standby-name home device according to the device initial name tag, the home lan tag, and the area name tag; the name set to be named comprises a plurality of names to be selected;
the processing module 301 is further configured to perform cluster analysis on all the multiple names to be selected included in the ready-name set by using the received input parameters, so as to update the ready-name set, so that at least a part of the ready-name names in the ready-name set are deleted;
a receiving module 302, configured to receive a personalized naming tag input by a user;
the processing module 301 is further configured to perform cluster analysis processing on the personalized naming tag and the updated standby name set, so as to determine a target selected name corresponding to the household equipment to be named from the multiple names to be selected included in the standby name set.
As a possible implementation manner, when extracting feature information of the received function description information of the home device with the name of standby to obtain an initial name tag of the device and a home lan tag corresponding to the home device with the name of standby included in the function description information, the processing module 301 is specifically configured to:
processing the function description information of the home equipment with the standby name by using a preset word segmentation algorithm to obtain all entity names included in the function description information;
and inputting all the entity names into a trained entity recognition model so that the trained entity recognition model outputs an equipment initial name label and a home local area network label corresponding to the home equipment to be named in the function description information.
As a possible implementation manner, when obtaining the spatial location information corresponding to the to-be-named home device and searching for the area name tag corresponding to the spatial location information in a preconfigured area linked list, the processing module 301 is specifically configured to:
receiving spatial position information sent by the household equipment to be named, and searching all spatial region labels corresponding to the spatial position information in the region linked list;
if the spatial position information corresponds to a spatial area label, directly generating an area name label corresponding to the standby famous home equipment according to the spatial area label;
if the spatial position information corresponds to a plurality of spatial region tags, selecting a target spatial region tag from all the spatial region tags to generate the region name tag corresponding to the standby name home device; and the target spatial region label is a spatial region label corresponding to a region, the center of which is closest to the position of the spatial position information, in all the spatial region labels.
As a possible implementation manner, when constructing the name set of the standby name corresponding to the home device with the standby name according to the initial name tag of the device, the home lan tag, and the area name tag, the processing module 301 is specifically configured to:
acquiring label characteristic information corresponding to the initial name label of the equipment, the home local area network label and the area name label; each piece of label characteristic information comprises label category information of a corresponding label and a plurality of keyword sets corresponding to the corresponding label and a plurality of preset personalized household names respectively;
performing word formation matching on the equipment initial name tag, the home local area network tag and the area name tag with a plurality of keyword sets corresponding to the same personalized home name according to a preset dictionary set to obtain a standby keyword set corresponding to each personalized home name; each standby keyword set comprises at least one keyword, and the dictionary set comprises a plurality of phrases;
determining the contribution value of each keyword in each standby keyword set by using the label category information corresponding to the initial name label of the equipment, the home local area network label and the area name label;
determining target keywords meeting preset conditions in each standby keyword set based on respective contribution values of the keywords in each standby keyword set;
removing other keywords except the target keyword in each standby keyword set to generate a target keyword set corresponding to each personalized home name;
exhaustive combination is carried out on the keywords in each target keyword set according to a mode of respectively taking at least one keyword from each target keyword set;
and obtaining a plurality of names to be selected according to an exhaustive result after all the target keyword sets are combined, and taking the set of the plurality of names to be selected as the name set to be named.
As a possible implementation manner, when determining, based on the respective contribution values of the keywords in each of the standby keyword sets, a target keyword in each of the standby keyword sets that meets a preset condition, the processing module 301 is specifically configured to include:
sorting the keywords in each standby keyword set according to the sequence of contribution values from large to small, and selecting a preset number of keywords which are sorted in the front as the target keywords;
or selecting the keywords with the contribution values larger than a preset value in each standby keyword set as the target keywords.
As a possible implementation manner, before constructing, according to the initial device name tag, the home lan tag, and the area name tag, a standby name set corresponding to the standby-name home device, the processing module 301 is further configured to:
performing feature extraction on the home category information corresponding to the home equipment to be named to obtain a functional feature label corresponding to the home equipment to be named; the home category information is description information of a home type to which the home equipment to be named belongs;
when the processing module 301 constructs a standby name set corresponding to the standby name home device according to the device initial name tag, the home lan tag, and the area name tag, the processing module is specifically configured to:
and constructing the name set of the standby name corresponding to the home equipment of the standby name according to the initial name label of the equipment, the home local area network label, the area name label and the functional feature label.
In the embodiments provided in the present application, it should be understood that the disclosed apparatus and method may be implemented in other ways. The apparatus embodiments described above are merely illustrative, and for example, the flowchart and block diagrams in the figures illustrate the architecture, functionality, and operation of possible implementations of apparatus, methods and computer program products according to some embodiments of the present application. In this regard, each block in the flowchart or block diagrams may represent a module, segment, or portion of code, which comprises one or more executable instructions for implementing the specified logical function(s).
It should also be noted that, in some alternative implementations, the functions noted in the block may occur out of the order noted in the figures. For example, two blocks shown in succession may, in fact, be executed substantially concurrently, or the blocks may sometimes be executed in the reverse order, depending upon the functionality involved.
It will also be noted that each block of the block diagrams and/or flowchart illustration, and combinations of blocks in the block diagrams and/or flowchart illustration, can be implemented by special purpose hardware-based systems which perform the specified functions or acts, or combinations of special purpose hardware and computer instructions.
In addition, functional modules in some embodiments of the present application may be integrated together to form an independent part, or each module may exist separately, or two or more modules may be integrated to form an independent part.
The functions, if implemented in the form of software functional modules and sold or used as a stand-alone product, may be stored in a computer readable storage medium. Based on such understanding, the technical solution of the present application or portions thereof that substantially contribute to the prior art may be embodied in the form of a software product stored in a storage medium and including instructions for causing a computer device (which may be a personal computer, a server, or a network device) to perform all or part of the steps of the method according to some embodiments of the present application. And the aforementioned storage medium includes: u disk, removable hard disk, read only memory, random access memory, magnetic or optical disk, etc. for storing program codes.
The above description is only a few examples of the present application and is not intended to limit the present application, and those skilled in the art will appreciate that various modifications and variations can be made in the present application. Any modification, equivalent replacement, improvement and the like made within the spirit and principle of the present application shall be included in the protection scope of the present application.
It will be evident to those skilled in the art that the present application is not limited to the details of the foregoing illustrative embodiments, and that the present application may be embodied in other specific forms without departing from the spirit or essential attributes thereof. The present embodiments are therefore to be considered in all respects as illustrative and not restrictive, the scope of the application being indicated by the appended claims rather than by the foregoing description, and all changes which come within the meaning and range of equivalency of the claims are therefore intended to be embraced therein. Any reference sign in a claim should not be construed as limiting the claim concerned.

Claims (10)

1. An intelligent home information processing method is characterized by comprising the following steps:
extracting characteristic information of the received function description information of the home equipment with the name to be named to obtain an equipment initial name label and a home local area network label corresponding to the home equipment with the name to be named, wherein the equipment initial name label and the home local area network label are included in the function description information; the home local area network tag is used for indicating a local area network to which the home equipment to be named belongs;
obtaining spatial position information corresponding to the household equipment to be named, and searching a region name label corresponding to the spatial position information in a pre-configured region linked list; the area linked list records a one-to-one correspondence relationship between a plurality of spatial positions and a plurality of area names;
constructing a standby name set corresponding to the standby name home equipment according to the equipment initial name tag, the home local area network tag and the area name tag; the name set to be named comprises a plurality of names to be selected;
performing cluster analysis processing on all the multiple names to be selected contained in the ready-to-call name set by using the received input parameters to update the ready-to-call name set so as to delete at least part of the ready-to-call names in the ready-to-call name set;
receiving a personalized naming label input by a user;
and performing cluster analysis processing by using the personalized naming tag and the updated standby name set to determine a target selected name corresponding to the household equipment to be named from the plurality of names to be selected included in the standby name set.
2. The intelligent home information processing method according to claim 1, wherein the step of extracting feature information of the received function description information of the home device with the standby name to obtain an initial device name tag and a home local area network tag corresponding to the home device with the standby name included in the function description information includes:
processing the function description information of the home equipment with the standby name by using a preset word segmentation algorithm to obtain all entity names included in the function description information;
and inputting all the entity names into a trained entity recognition model so that the trained entity recognition model outputs an equipment initial name label and a home local area network label corresponding to the home equipment to be named in the function description information.
3. The intelligent home information processing method according to claim 1, wherein the step of obtaining spatial location information corresponding to the home device to be named and searching for an area name tag corresponding to the spatial location information in a preconfigured area linked list comprises:
receiving spatial position information sent by the household equipment to be named, and searching all spatial region labels corresponding to the spatial position information in the region linked list;
if the spatial position information corresponds to a spatial area label, directly generating an area name label corresponding to the standby famous home equipment according to the spatial area label;
if the spatial position information corresponds to a plurality of spatial region tags, selecting a target spatial region tag from all the spatial region tags to generate the region name tag corresponding to the standby name home device; and the target spatial region label is a spatial region label corresponding to a region, the center of which is closest to the position of the spatial position information, in all the spatial region labels.
4. The smart home information processing method according to claim 1, wherein the step of constructing a standby name set corresponding to the standby-name home device according to the device initial name tag, the home lan tag, and the area name tag includes:
acquiring label characteristic information corresponding to the initial name label of the equipment, the home local area network label and the area name label; each piece of label characteristic information comprises label category information of a corresponding label and a plurality of keyword sets corresponding to the corresponding label and a plurality of preset personalized household names respectively;
performing word formation matching on the equipment initial name tag, the home local area network tag and the area name tag with a plurality of keyword sets corresponding to the same personalized home name according to a preset dictionary set to obtain a standby keyword set corresponding to each personalized home name; each standby keyword set comprises at least one keyword, and the dictionary set comprises a plurality of phrases;
determining the contribution value of each keyword in each standby keyword set by using the label category information corresponding to the initial name label of the equipment, the home local area network label and the area name label;
determining target keywords meeting preset conditions in each standby keyword set based on respective contribution values of the keywords in each standby keyword set;
removing other keywords except the target keyword in each standby keyword set to generate a target keyword set corresponding to each personalized home name;
exhaustive combination is carried out on the keywords in each target keyword set according to a mode of respectively taking at least one keyword from each target keyword set;
and obtaining a plurality of names to be selected according to an exhaustive result after all the target keyword sets are combined, and taking the set of the plurality of names to be selected as the name set to be named.
5. The intelligent home information processing method according to claim 4, wherein the step of determining target keywords meeting preset conditions in each spare keyword set based on respective contribution values of the keywords in each spare keyword set comprises:
sorting the keywords in each standby keyword set according to the sequence of contribution values from large to small, and selecting a preset number of keywords which are sorted in the front as the target keywords;
or selecting the keywords with the contribution values larger than a preset value in each standby keyword set as the target keywords.
6. The smart home information processing method according to claim 1, wherein before the step of constructing a standby name set corresponding to the standby-name home device according to the device initial name tag, the home lan tag, and the area name tag, the smart home information processing method further comprises:
performing feature extraction on the home category information corresponding to the home equipment to be named to obtain a functional feature label corresponding to the home equipment to be named; the home category information is description information of a home type to which the home equipment to be named belongs;
according to the initial name label of the equipment, the home local area network label and the area name label, a step of constructing a standby name set corresponding to the standby name home equipment comprises the following steps:
and constructing the name set of the standby name corresponding to the home equipment of the standby name according to the initial name label of the equipment, the home local area network label, the area name label and the functional feature label.
7. The utility model provides an intelligence house information processing apparatus which characterized in that, intelligence house information processing apparatus includes:
the processing module is used for extracting characteristic information of the received function description information of the household equipment with the name to be named so as to obtain an equipment initial name label and a household local area network label which are included in the function description information and correspond to the household equipment with the name to be named; the home local area network tag is used for indicating a local area network to which the home equipment to be named belongs;
the processing module is further configured to obtain spatial location information corresponding to the home equipment to be named, and search a region name tag corresponding to the spatial location information in a preconfigured region linked list; the area linked list records a one-to-one correspondence relationship between a plurality of spatial positions and a plurality of area names;
the processing module is further configured to construct a standby name set corresponding to the standby name home device according to the device initial name tag, the home local area network tag, and the area name tag; the name set to be named comprises a plurality of names to be selected;
the processing module is further configured to perform cluster analysis processing on all the multiple names to be selected included in the ready-name set by using the received input parameters, so as to update the ready-name set, so that at least part of the ready-name names in the ready-name set are deleted;
the receiving module is used for receiving the personalized naming labels input by the user;
the processing module is further configured to perform cluster analysis processing on the personalized naming tag and the updated standby name set to determine a target selected name corresponding to the household equipment to be named from the multiple names to be selected included in the standby name set.
8. The smart home information processing apparatus according to claim 7, wherein the processing module, when constructing a standby name set corresponding to the standby-name home device according to the device initial name tag, the home lan tag, and the area name tag, is specifically configured to:
acquiring label characteristic information corresponding to the initial name label of the equipment, the home local area network label and the area name label; each piece of label characteristic information comprises label category information of a corresponding label and a plurality of keyword sets corresponding to the corresponding label and a plurality of preset personalized household names respectively;
performing word formation matching on the equipment initial name tag, the home local area network tag and the area name tag with a plurality of keyword sets corresponding to the same personalized home name according to a preset dictionary set to obtain a standby keyword set corresponding to each personalized home name; each standby keyword set comprises at least one keyword, and the dictionary set comprises a plurality of phrases;
determining the contribution value of each keyword in each standby keyword set by using the label category information corresponding to the initial name label of the equipment, the home local area network label and the area name label;
determining target keywords meeting preset conditions in each standby keyword set based on respective contribution values of the keywords in each standby keyword set;
removing other keywords except the target keyword in each standby keyword set to generate a target keyword set corresponding to each personalized home name;
exhaustive combination is carried out on the keywords in each target keyword set according to a mode of respectively taking at least one keyword from each target keyword set;
and obtaining a plurality of names to be selected according to an exhaustive result after all the target keyword sets are combined, and taking the set of the plurality of names to be selected as the name set to be named.
9. A control apparatus, characterized by comprising:
a memory for storing one or more programs;
a processor;
the one or more programs, when executed by the processor, implement the smart home information processing method of any of claims 1-6.
10. A readable storage medium on which a computer program is stored, wherein the computer program, when executed by a processor, implements the smart home information processing method according to any one of claims 1 to 6.
CN202010821642.3A 2020-08-15 2020-08-15 Intelligent household information processing method and device and readable storage medium Active CN111898383B (en)

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