CN110209061A - Event report process method and control device in a kind of intelligence control system - Google Patents
Event report process method and control device in a kind of intelligence control system Download PDFInfo
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- CN110209061A CN110209061A CN201910448893.9A CN201910448893A CN110209061A CN 110209061 A CN110209061 A CN 110209061A CN 201910448893 A CN201910448893 A CN 201910448893A CN 110209061 A CN110209061 A CN 110209061A
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- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
- G05B15/00—Systems controlled by a computer
- G05B15/02—Systems controlled by a computer electric
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- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
- G05B19/00—Programme-control systems
- G05B19/02—Programme-control systems electric
- G05B19/418—Total factory control, i.e. centrally controlling a plurality of machines, e.g. direct or distributed numerical control [DNC], flexible manufacturing systems [FMS], integrated manufacturing systems [IMS], computer integrated manufacturing [CIM]
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- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
- G05B2219/00—Program-control systems
- G05B2219/20—Pc systems
- G05B2219/26—Pc applications
- G05B2219/2642—Domotique, domestic, home control, automation, smart house
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- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02P—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION OR PROCESSING OF GOODS
- Y02P90/00—Enabling technologies with a potential contribution to greenhouse gas [GHG] emissions mitigation
- Y02P90/02—Total factory control, e.g. smart factories, flexible manufacturing systems [FMS] or integrated manufacturing systems [IMS]
Abstract
The invention discloses the event report process methods and control device in a kind of intelligence control system, wherein this method comprises: whether when receiving reported event detecting in reported event has intended recipient device；When not having intended recipient device, reported event is analyzed, at least two transaction sets is generated, analysis is associated to the common characteristic of at least two transaction sets；According to association analysis as a result, determining reported event receiving device to be reached.Event report process method and control device in intelligence control system disclosed by the invention can be dynamically determined its target position to be reached for reported event, to realize the decoupling between multiple equipment, while the linkage between multiple interlocking equipments is more preferable.
Description
Technical field
Event report process method and middle control dress present document relates to intelligent appliance field, in espespecially a kind of intelligence control system
It sets.
Background technique
With the development of smart home, in home scenarios, often there is multiple smart machines.In order to obtain preferably
There is the demand of linkage between smart machine in user experience, current smart machine linkage solution is as follows:
Scheme one: the point-to-point equipment linkage based on BT, this linkage are applied to pipe bowl linkage or pot and stove linkage etc. one more
To a scene.
Scheme two: the single instruction push based on IoT, it is specific to particular device transmission execution by modes such as interactive voices
The instruction of business；
Scheme three: combined command is decomposed into multiple fingers according to preset strategy by the combined command distribution based on IoT, system
It enables, instruction is then pushed to specific object.
Above three scheme is with the specific instruction for receiving object.However, when household equipment is more, using above-mentioned tool
When having the scheme of the specific instruction for receiving object, the command path of generation can be very more, and also can not spirit for complicated scene
It is living to adapt to, it is unfavorable for user experience.
Summary of the invention
In a first aspect, this application provides the event report process methods in a kind of intelligence control system, comprising:
Whether when receiving reported event, detecting in the reported event has intended recipient device；
When not having intended recipient device, the reported event is analyzed, at least two transaction sets are generated, at least two things
The common characteristic of business collection is associated analysis；
According to the association analysis as a result, determining the reported event receiving device to be reached.
Second aspect, this application provides a kind of control devices, comprising:
Detection module, for when receiving reported event, detecting in the reported event whether have intended recipient device；
Association analysis module generates at least two things for when not having intended recipient device, analyzing the reported event
Business collection, is associated analysis to the common characteristic of at least two transaction sets；
Determining module is pushed, is used for according to the association analysis as a result, determining the reported event reception to be reached
Equipment.
Event report process method and middle control in a kind of intelligence control system of at least one embodiment of the application offer
Device has the effect that when reported event does not have specific intended recipient device compared with prior art, can be to upper
After report event dynamic associated analysis, determines reported event receiving device to be reached, realize and be dynamically determined for reported event
Its target position to be reached, to realize the decoupling between multiple equipment, while the linkage between multiple interlocking equipments
Property is more preferable.
In some embodiments of the embodiment of the present invention, by analyzing the attribute of reported event, following effect may also reach up
Fruit: carrying out corresponding operating according to the attribute of reported event realizes the default shape of intelligent apparatus to generate at least two transaction sets
The conversion of state and Transaction Information double attributes, the characteristics of having well adapted to household equipment.
In some embodiments of the embodiment of the present invention, following effect may also reach up: 1, being determined by association analysis generation
Plan instruction, decision instruction can indicate operation performed by reported event receiving device to be reached and receiving device, certainly
Plan process is more intelligent.2, user reminding is generated by association analysis, by being interacted with user to be associated analysis result confirmation,
Decision process is more intelligent and more acurrate.
In some embodiments of the embodiment of the present invention, may also reach up following effect: 1, sending device sends event
The non-specific object into message queue realizes the decoupling of sending device and receiving device.2, when affairs generate after, triggering with
User is the association analysis of the transaction set of unit, solves the strong personalized question of association analysis, while associated speed is faster.
Other features and advantage will illustrate in the following description, also, partly become from specification
It obtains it is clear that being understood and implementing the application.Other advantages of the application can be by specification and attached drawing
Described scheme is achieved and obtained.
Detailed description of the invention
Attached drawing is used to provide the understanding to technical scheme, and constitutes part of specification, with the application's
Embodiment is used to explain the technical solution of the application together, does not constitute the limitation to technical scheme.
Fig. 1 is the flow chart of the event report process method in intelligence control system provided in an embodiment of the present invention；
Fig. 2 is the flow chart of reported event provided in an embodiment of the present invention；
Fig. 3 is the flow chart of association analysis provided in an embodiment of the present invention；
Fig. 4 is the structural schematic diagram of control device provided in an embodiment of the present invention；
Fig. 5 is the structural schematic diagram of the processing system of communication equipment reported event provided in an embodiment of the present invention.
Specific embodiment
This application describes multiple embodiments, but the description is exemplary, rather than restrictive, and for this
It is readily apparent that can have more in the range of embodiments described herein includes for the those of ordinary skill in field
More embodiments and implementation.Although many possible feature combinations are shown in the attached drawings, and in a specific embodiment
It is discussed, but many other combinations of disclosed feature are also possible.Unless the feelings specially limited
Other than condition, any feature or element of any embodiment can be with any other features or element knot in any other embodiment
It closes and uses, or any other feature or the element in any other embodiment can be substituted.
The application includes and contemplates the combination with feature known to persons of ordinary skill in the art and element.The application is
It can also combine with any general characteristics or element through disclosed embodiment, feature and element, be defined by the claims with being formed
Unique scheme of the invention.Any feature or element of any embodiment can also be with features or member from other scheme of the invention
Part combination, to form the unique scheme of the invention that another is defined by the claims.It will thus be appreciated that showing in this application
Out and/or any feature of discussion can be realized individually or in any suitable combination.Therefore, in addition to according to appended right
It is required that and its other than the limitation done of equivalent replacement, embodiment is not limited.Furthermore, it is possible in the guarantor of appended claims
It carry out various modifications and changes in shield range.
In addition, method and/or process may be rendered as spy by specification when describing representative embodiment
Fixed step sequence.However, in the degree of this method or process independent of the particular order of step described herein, this method
Or process should not necessarily be limited by the step of particular order.As one of ordinary skill in the art will appreciate, other steps is suitable
Sequence is also possible.Therefore, the particular order of step described in specification is not necessarily to be construed as limitations on claims.This
Outside, the claim for this method and/or process should not necessarily be limited by the step of executing them in the order written, art technology
Personnel are it can be readily appreciated that these can sequentially change, and still remain in the spirit and scope of the embodiment of the present application.
The equipment linkage scheme based on association analysis that the invention proposes a kind of, sending device by event be sent initially to
In the message queue of user identifier name, control device monitoring information queue, and analysis is associated according to specific strategy
And reasoning, and the decision instruction of generation is sent to specific receiving device, to realize the decoupling between multiple equipment, together
When multiple interlocking equipments between linkage it is more preferable.
Wherein, there is the demand of linkage between sending device and receiving device.Sending device and receiving device of the invention
May each be in family with network savvy communication equipment, including but not limited to lamp, TV, air-conditioning, sweeper, electric cooker,
Gas-cooker, smoke exhaust ventilator, water heater, intelligent sound box, monitoring camera, light sensor or temperature sensor.Control device can
To include but is not limited to user terminal, intelligent appliance or router etc..
Fig. 1 is the flow chart of the event report process method in intelligence control system provided in an embodiment of the present invention, such as Fig. 1
Shown, the event report process method in intelligence control system provided in an embodiment of the present invention, executing subject is control device,
Include:
S101: whether when receiving reported event, detecting in reported event has intended recipient device.
In the present embodiment, when control device receives reported event, whether the event that first determines whether has specific transmission mesh
Mark, to determine subsequent operation.
Wherein, reported event is the event that sending device is sent, and the particular content of reported event is related with sending device.Than
Such as, if sending device is temperature sensor, reported event can be temperature value.If sending device is intelligent appliance, for example is taken out
Kitchen ventilator, then reported event can be the state of smoke exhaust ventilator, for example open or close, and be also possible to the power of smoke exhaust ventilator.
Optionally, reported event can be indicated with E (ower, attr, data), and ower indicates the sending device of event, such as
Temperature sensor or lamp etc.；Attr indicates the content of event, such as temperature or light intensity；Data indicates the data of event, than
Such as 25 DEG C or 20Lux.
Optionally, reported event can also include target device information target, can with E (ower, target,
Attr, data) it indicates.After event reports, control device can by the target device information target in detecting event, with
Determine in event whether there is intended recipient device.Wherein, target can be sky, when target is empty, it may be determined that do not have in event
There is intended recipient device.When target is not sky, it may be determined that have intended recipient device in event, and intended recipient device is
Particular content information in target, such as air-conditioning.
S102: when not having intended recipient device, analysis is associated to reported event.
In the present embodiment, when event is without explicitly sending target, dynamic associated analysis is carried out to reported event.
Optionally, it may include: analysis reported event when carrying out dynamic associated analysis to reported event, generate at least two
A transaction set is associated analysis to the common characteristic of at least two transaction sets.In the present embodiment, common characteristic refers at least two
Have the affairs of correlative connection in a transaction set with reported event, for example, common characteristic can be it is identical with reported event source
Affairs, for example, generating parlor refrigeration, parlor someone and/or the parlor in transaction set after camera detection is to parlor someone
The affairs such as air-conditioning, it can be the common characteristic in transaction set, can freeze to parlor, parlor someone and/or parlor air-conditioning into
Row association analysis.Wherein, analyze reported event, generate at least two transaction sets can embodiment as described below description, this implementation
Example is herein without repeating.
Optionally, when carrying out dynamic associated analysis to reported event, preset association analysis algorithm can be used, may include
But it is not limited only to FP-growth algorithm.Whether can be had according to the content detection of reported event it is relevant to the content set in removable mounting,
Reported event receiving device to be reached is determined in removable mounting is set relevant.Wherein, refer in living equipment and working
And with sending device be linkage control equipment.For example, reported event is the temperature value that temperature sensor is sent, can detect whether
Have it is relevant to temperature value set in removable mounting, such as air-conditioning or refrigerator etc..Its specific association analysis scheme embodiment as described below
Description, the present embodiment is herein without repeating.
Optionally, the event report process method in intelligence control system provided in an embodiment of the present invention can also include:
When there is intended recipient device, then reported event is directly sent to intended recipient device.In the present embodiment, defined when event has
Transmission target when, be transmitted directly to intended recipient device.
S103: according to association analysis as a result, determining reported event receiving device to be reached.
In the present embodiment, according to above-mentioned dynamic associated analysis as a result, reported event reception to be reached can be determined
Equipment.Its specific association analysis result can embodiment as described below description, the present embodiment is herein without repeating.
Event report process method in intelligence control system provided in an embodiment of the present invention, it is not specific in reported event
Intended recipient device when, can be to reported event dynamic associated analysis after, determine reported event receiving device to be reached,
It realizes and is dynamically determined its target position to be reached for reported event, to realize the decoupling between multiple equipment, together
When multiple interlocking equipments between linkage it is more preferable.
Further, in the above-described embodiments, reported event is analyzed, at least two transaction sets are generated, may include: analysis
The attribute of reported event carries out corresponding operating according to the attribute of reported event, generates at least two transaction sets.
Wherein, a transaction set includes one or more affairs.Transaction set can use T={ t1, t2 ..., tn } expression, t
Indicate single affairs, n indicates number of transactions.All in transaction set set can be indicated with I.Optionally, transaction set can also be with
Referred to as item collection.
In the present embodiment, by analysis event generate transaction set, by the multiple transaction set discovery events of association analysis not
With the correlation rule of transaction set.
Optionally, reported event can also include event attribute information type, can with E (ower, target,
Type, attr, data) it indicates.Type indicates the attribute of event, when event is type I information event, type 0；Event is
When the second category information event, type 1.
Specifically, according to the attribute of reported event carry out corresponding operating, to generate at least two transaction sets, may include with
Lower two kinds of implementations:
The first implementation: when the attribute of reported event is type I information, judge whether reported event triggers hair
Send the preset state of equipment；When triggering the preset state of sending device, preset state dualization will be pressed in the attribute of equipment living,
And generate at least two transaction sets.
Wherein, type I information includes connection attribute event.Connection attribute event refers to that the data that event reports are continuous
The parameter value of variation, such as temperature.
In the present embodiment, when event is without explicitly sending target, judge whether event is the thing with two meta-attributes
Part if not double attributes event, then update the attribute value of sending device, and judges whether to trigger the preset state of the device,
If triggering, by the connection attribute set in removable mounting by preset state dualization, then generates transaction set.
For example, by taking sending device is temperature sensor reported event temperature value as an example, temperature that temperature sensor reports
Angle value is successive value, belongs to connection attribute event.If preset state refrigeration is 28 DEG C, when the temperature sensor event reported is shown
Temperature is 28.1 DEG C, and triggering preset state refrigeration is 28 DEG C, generates transaction set, and wherein the affairs in transaction set " refrigeration " are 1.
Second of implementation: default by being pressed in the attribute of equipment living when the attribute of reported event is the second category information
State dualization, and generate at least two transaction sets.
Wherein, the second category information includes double attributes event.Double attributes event refers to that the data that event reports are non-and are
I.e. no parameter value can be indicated with 0 and 1, such as the working condition opened or closed.
In the present embodiment, when event is without explicitly sending target, judge whether event is the thing with two meta-attributes
Then the connection attribute set in removable mounting is then generated transaction set by preset state dualization if double attributes event by part.
It for example, is that the working condition that air-conditioning reports includes unlatching for air-conditioning reports working condition by sending device
Or close, belong to double attributes event.When the conditioning event reported shows state to open, then transaction set is directly generated,
Affairs " state " in middle transaction set are 1.
Specifically, Fig. 2 is the flow chart of reported event provided in an embodiment of the present invention, as shown in Fig. 2, the embodiment of the present invention
The process of reported event may comprise steps of:
S201: event reports.
S202: transmission target is judged whether there is.If so, executing S203；Otherwise, S204 is executed.
S203: being sent to intended recipient device, terminates.
S204: judge whether to be double attributes event.If so, executing S207；Otherwise, S205 is executed.
S205: the attribute value of sending device is updated.
S206: judge whether to trigger preset state.If so, executing S207；Otherwise, terminate.
S207: connection attribute dualization will be set in removable mounting.
S208: transaction set is generated.
Event report process method in intelligence control system provided in an embodiment of the present invention, according to the attribute of reported event
Carrying out corresponding operating realizes the preset state and Transaction Information double attributes of intelligent apparatus to generate at least two transaction sets
Conversion, the characteristics of having well adapted to household equipment.
Further, in the above-described embodiments, after transaction set generates, in order to realize efficient analysis, FP- can be used
Growth algorithm is associated analysis to multiple transaction sets of generation, obtains frequent transaction set.For obtained frequent transaction set,
Association results can be determined by support and/or confidence level.Wherein, the realization principle of FP-growth algorithm and prior art phase
Together, the present embodiment is herein without repeating.
Specifically, being associated analysis to the common characteristic of at least two transaction sets, following several realizations can be passed through
Mode is realized:
The first implementation: the confidence level C of the common characteristic of at least two transaction sets is calculated；It is determined according to confidence level C
Association analysis result.
In the present embodiment, for the frequent transaction set obtained using FP-growth algorithm, it can be determined and be closed by confidence level C
It is coupled fruit.
Optionally, the common characteristic of at least two transaction sets can form the first transaction set X and the second transaction set Y, calculate
The confidence level C of transaction set may include: to calculate confidence level C using formula C (X → Y)=δ (X ∪ Y)/δ (X).
In the present embodiment, the common characteristic of at least two transaction sets can be formed into two transaction sets, wherein the first affairs
Collection may include the triggered equipment or preset state of reported event, and the second transaction set may include that reported event does not trigger
Equipment or preset state.For example, as described in above-described embodiment, after camera detection is to parlor someone, generate in transaction set
Common characteristic be the affairs such as parlor refrigeration, parlor someone and/or parlor air-conditioning.To parlor refrigeration, parlor someone and/or parlor
When air-conditioning is associated analysis, it is found that the parlor temperature of the temperature sensor detection in parlor reaches refrigerating state, at this point, parlor system
Cold and parlor someone belongs to the triggered preset state of reported event, parlor can be freezed and parlor someone forms the first thing
Business collection X, parlor air-conditioning belongs to the equipment that reported event does not trigger, parlor air-conditioning can be formed the second transaction set Y, can be by the
One transaction set X (parlor refrigeration, parlor someone) and the second transaction set Y (parlor air-conditioning) are associated analysis.
Wherein, δ indicates that the support counting of transaction set X and/or Y, N are the affairs sum in transaction set X and Y.δ(X∪Y)
Indicate that the support counting of transaction set X and Y, δ (X) indicate the support counting of transaction set X.
In the present embodiment, art methods are can be used in support counting δ, for example can be, but not limited to be HASH algorithm,
The present embodiment is herein without limiting and repeating.
Optionally, analyzing and associating is determined according to confidence level C as a result, may include: to be compared confidence level C with threshold value,
Analyzing and associating result is determined according to comparison result.
In the present embodiment, two threshold values can be set for confidence level C: executing threshold value Cexec and remind threshold value Cwarn,
Cexec can be that 0.9, Cwarn can be 0.7.By confidence level C compared with executing threshold value Cexec and/or reminding threshold value Cwarn,
To determine analyzing and associating result.It can specifically include following two association results:
Association analysis result 1: as C >=Cexec, decision instruction is generated, decision instruction is used to indicate reported event and is wanted
Operation performed by the receiving device and receiving device of arrival.
In the present embodiment, as C >=Cexec, correlation rule is directly executed, generates decision instruction.Optionally, middle control dress
It sets according to association analysis as a result, determining reported event receiving device to be reached, may include: to be determined according to decision instruction
Intended recipient device out, and control intended recipient device and execute operation indicated by decision instruction.
Event report process method in intelligence control system provided in an embodiment of the present invention is determined by association analysis generation
Plan instruction, decision instruction can indicate operation performed by reported event receiving device to be reached and receiving device, certainly
Plan process is more intelligent.
Association analysis result 2: as Cwarn≤C < Cexec, carrying out user reminding, true to be associated analysis result
Recognize.
In the present embodiment, as Cwarn≤C < Cexec, control device can carry out user reminding by interacting with user.
If user confirms, associations are included in transaction set and are stored.
Optionally, when carrying out user reminding, the event in intelligence control system provided in an embodiment of the present invention reports processing
Method can also include: to be associated analysis result confirmation by interactive voice；When receiving user and confirming result, then basis
User confirms that result generates decision instruction.
In the present embodiment, as Cwarn≤C < Cexec, control device can be by carrying out interactive voice, user with user
Result confirmation can be carried out by voice interaction device, so that control device confirms that result generates decision instruction according to user.
Wherein, the voice interaction device that user carries out result confirmation can be set in control device, voice interaction device
Be also possible to including but not limited to smart machine, smart phone or distributed pickup system with voice interactive function etc. other
Communication equipment.
Event report process method in intelligence control system provided in an embodiment of the present invention generates use by association analysis
Family is reminded, and by interacting with user to be associated analysis result confirmation, decision process is more intelligent and more acurrate.
Second of implementation: the support S and confidence level C of the common characteristic of at least two transaction sets are calculated；According to branch
Degree of holding S and confidence level C determine association analysis result.
In the present embodiment, for the frequent transaction set obtained using FP-growth algorithm, support S and confidence can be passed through
Degree two parameters of C determine association results.
Optionally, on the basis of the first implementation calculates confidence level C, the common characteristic of at least two transaction sets can
To form the first transaction set X and the second transaction set Y, the support S of the common characteristic of at least two transaction sets is calculated, can wrap
It includes: support S is calculated using formula S (X → Y)=δ (X ∪ Y)/N.
In the present embodiment, support is to be associated together the transaction set for meeting minimum support to select transaction set.
Optionally, analyzing and associating is determined according to support S and confidence level C as a result, may include: to determine support S and threshold value comparison
The transaction set for meeting support S threshold condition, the confidence level C and threshold value that will meet the transaction set of support S threshold condition are carried out
Compare, analyzing and associating result is determined according to comparison result.
In the present embodiment, a threshold value: minimum threshold S is arranged for support Smin, SminIt can be 0.3.For multiple
Transaction set, by its support S and SminCompare, is greater than or equal to S in support SminWhen, by confidence level C and execute threshold value Cexec
And/or threshold value Cwarn is reminded to compare, to determine analyzing and associating result.Wherein, by confidence level C and execute threshold value Cexec and/or
Threshold value Cwarn is reminded to compare, to determine that analyzing and associating result can be found in the first implementation, the present embodiment is herein without superfluous
It states.
The third implementation: the support S of the common characteristic of at least two transaction sets is calculated；It is determined according to support S
Association analysis result.
In the present embodiment, for the frequent transaction set obtained using FP-growth algorithm, it can be determined and be closed by support S
It is coupled fruit.Wherein, the calculation method of support S can be found in second of implementation, and the present embodiment is herein without repeating.
Optionally, analyzing and associating is determined according to support S as a result, may include: to be compared support S with threshold value,
Analyzing and associating result is determined according to comparison result.
In the present embodiment, a threshold value: minimum threshold S is arranged for support Smin, SminIt can be 0.3.By support S
With SminCompare, to determine analyzing and associating result.It can specifically include following two association results:
Association analysis result 1: work as S >=SminWhen, decision instruction is generated, decision instruction is used to indicate reported event to be arrived
Operation performed by the receiving device and receiving device reached.
Association analysis result 2: as S < SminWhen, user reminding is carried out, to be associated analysis result confirmation.
In this implementation, generates decision instruction and user reminding can be found in the first implementation, the present embodiment is herein
Without limiting and repeating.
Fig. 3 is the flow chart of association analysis provided in an embodiment of the present invention, as shown in figure 3, provided in an embodiment of the present invention
The process of association analysis may comprise steps of:
S301: affairs generate.
S302: analysis is associated to transaction set.
S303: judge whether correlation rule reaches threshold value.If so, executing S304；Otherwise, S307 is executed.
In the present embodiment, judging whether correlation rule reaches threshold value may include above-mentioned three kinds of realities when being associated analysis
Existing mode, the present embodiment is herein without repeating.
S304: decision instruction is generated.
S305: it is sent to intended recipient device.
S306: control intended recipient device executes decision instruction, terminates.
S307: regular prompting is carried out.
S308: judge whether user confirms rule.If so, executing S309；Otherwise, terminate.
S309: affairs are stored by association affairs, execute S306.
For example, it is illustrated by taking parlor as an example, it is assumed that the transaction set example for generating affairs is as shown in table 1:
Table 1
Association process is specific as follows:
After camera detection is to parlor someone, affairs are prepared for.It was found that the parlor that the temperature sensor in parlor detects
Temperature reaches refrigerating state, generates transaction set X (parlor refrigeration, parlor someone) and transaction set Y (parlor air-conditioning) and is associated point
Analysis.If confidence level C >=Cexec, parlor air-conditioning is directly opened；If confidence level C meets Cwarn≤C < Cexec, user is reminded to be
It is no to need to open air-conditioning.If user, which confirms, opens air-conditioning, by t (parlor is freezed (1), parlor someone (1), parlor air-conditioning (1))
It is stored as association affairs.If client provides negative answer, by t, (parlor is freezed (1), parlor someone (1), parlor air-conditioning
(0)) it is stored as association affairs.
Event report process method in intelligence control system provided in an embodiment of the present invention, first is that being produced by association analysis
Raw decision instruction, decision instruction can indicate behaviour performed by reported event receiving device to be reached and receiving device
Make, decision process is more intelligent.Second is that user reminding is generated by association analysis, by interacting with user to be associated analysis knot
Fruit confirmation, decision process are more intelligent and more acurrate.
Further, in the above-described embodiments, when receiving reported event, intelligent control provided in an embodiment of the present invention
Event report process method in system can also include: that the reported event that will be received is sent in presetting message queue.
Wherein, message queue refers to the message container for running beyond the clouds or supporting distribution subscription function.
In the present embodiment, sending device is sent an event in message queue and non-specific object, realizes sending device
With the decoupling of receiving device.
The common characteristic for generating at least two transaction sets and at least two transaction sets is associated analysis, comprising: pre-
If generating at least two transaction sets in message queue, and analysis is associated to the transaction set in presetting message team.
Wherein, the subscriber identifier matches of the user identifier of presetting message queue and sending device, user identifier packet
It includes: the identity unique identification of user account.
Optionally, reported event can also include user information user, and user information user can be user identifier.Thing
Part can be indicated with E (user, ower, target, type, attr, data).After event reports, control device can pass through
User information user in detecting event, to determine the user identifier of presetting message queue and the user identifier of sending device
Whether match.
In the present embodiment, after affairs generate, the association analysis of the transaction set as unit of user is triggered, solves association
The strong personalized question of analysis, while associated speed is faster.
Fig. 4 is the structural schematic diagram of control device provided in an embodiment of the present invention, as shown in figure 4, the embodiment of the present invention mentions
The control device of confession may include: detection module 41, association analysis module 42 and push determining module 43.
Whether detection module 41 has intended recipient to set for when receiving reported event, detecting in the reported event
It is standby；
Association analysis module 42 generates at least two for when not having intended recipient device, analyzing the reported event
Transaction set is associated analysis to the common characteristic of at least two transaction sets；
Determining module 43 is pushed, for connecing according to the association analysis as a result, determining that the reported event is to be reached
Receiving unit.
Control device provided in an embodiment of the present invention is used to execute the technical solution of embodiment of the method shown in Fig. 1, realizes
Principle is similar with effect is realized, details are not described herein again.
Further, in the above-described embodiments, association analysis module 42 analyzes the reported event, generates at least two things
Business collects, and may include:
Analyze the attribute of the reported event；
When the attribute of the reported event is type I information, judge whether the reported event triggers sending device
Preset state, the sending device are the equipment for sending the event；
When triggering the preset state of sending device, preset state dualization will be pressed in the attribute of equipment living, and generate extremely
Few two transaction sets；
Wherein, described to refer to equipment that is working and with the sending device being linkage control in equipment living, one
Transaction set includes one or more affairs.
Further, in the above-described embodiments, association analysis module 42 is also used to:
When the attribute of the reported event is the second category information, preset state dualization will be pressed in the attribute of equipment living,
And generate at least two transaction sets.
Further, in the above-described embodiments, the shared spy of at least two transaction sets of 42 pairs of association analysis module generations
Sign is associated analysis, may include:
Calculate the support S and/or confidence level C of the common characteristic of at least two transaction set；
Association analysis result is determined according to the support S and/or confidence level C.
Further, in the above-described embodiments, association analysis module 42 determines analyzing and associating knot according to the confidence level C
Fruit may include:
By the confidence level C compared with executing threshold value Cexec and/or reminding threshold value Cwarn；
As C >=Cexec, decision instruction is generated, it is to be reached that the decision instruction is used to indicate the reported event
Operation performed by receiving device and the receiving device；
As Cwarn≤C < Cexec, user reminding is carried out, to be associated analysis result confirmation.
Further, in the above-described embodiments, association analysis module 42 is also used to:
Analysis result confirmation is associated by interactive voice；
When receiving user's confirmation result, then confirm that result generates the decision instruction according to user.
Further, as shown in figure 4, the control device further include: voice interaction module 44, for receiving the pass of user
Connection analysis result confirmation.
Further, in the above-described embodiments, the common characteristic of at least two transaction sets forms the first transaction set X and second
Transaction set Y, association analysis module 42 calculate the support S and/or confidence level C of the common characteristic of at least two transaction sets, can be with
Include:
Support S is calculated using formula S (X → Y)=δ (X ∪ Y)/N；
Confidence level C is calculated using formula C (X → Y)=δ (X ∪ Y)/δ (X)；
Wherein, δ indicates that the support counting of transaction set X and/or Y, N are the affairs sum in transaction set X and Y.
Further, in the above-described embodiments, the reported event that detection module 41 is also used to receive is sent to default
In message queue；
Association analysis module 42 generates at least two transaction sets, and is associated point at least two transaction sets of generation
Analysis may include: that at least two transaction sets are generated in the presetting message queue, and in the presetting message team
The common characteristic of transaction set is associated analysis；
Wherein, the subscriber identifier matches of the user identifier of the presetting message queue and the sending device, it is described
User identifier includes: the identity unique identification of user account.
Further, in the above-described embodiments, detection module 41 are also used to when there is intended recipient device, then directly will
The reported event is sent to the intended recipient device.
Fig. 5 is the structural schematic diagram of intelligence control system provided in an embodiment of the present invention, and as described in Figure 5, the present invention is implemented
The intelligence control system that example provides may include: sending device, control device, at least two receiving devices and interactive voice dress
It sets.
Wherein, sending device and receiving device can be the intelligent apparatus in family with network savvy, intelligent apparatus packet
Contain but be not limited to lamp, TV, air-conditioning, sweeper, electric cooker, gas-cooker, smoke exhaust ventilator, water heater, intelligent sound box, monitoring camera
Head, light sensor or temperature sensor etc..Control device can include but is not limited to user terminal, intelligent appliance or router
Deng.Voice interaction device is including but not limited to smart machine, smart phone or distributed pickup system with voice interactive function
The communication equipments such as system.
Control device may include association analysis engine, push engine and semantic understanding engine.Association analysis engine refers to logical
Cross the affairs of analysis event, the business module of transaction set correlation rule in discovery event, execute function and Fig. 4 in detect mould
Block 41 is identical with the function of association analysis module 42.Push engine, which refers to, sends decision instruction to intended recipient device by long connection
Business module, execute function in Fig. 4 push the function of determining module 43 it is identical.Semantic understanding engine refers to by language
The text analyzing of sound can recognize that the business module of user speech information, voice interaction module in the function and Fig. 4 executed
44 function is identical.
It will appreciated by the skilled person that whole or certain steps, system, dress in method disclosed hereinabove
Functional module/unit in setting may be implemented as software, firmware, hardware and its combination appropriate.In hardware embodiment,
Division between the functional module/unit referred in the above description not necessarily corresponds to the division of physical assemblies；For example, one
Physical assemblies can have multiple functions or a function or step and can be executed by several physical assemblies cooperations.Certain groups
Part or all components may be implemented as by processor, such as the software that digital signal processor or microprocessor execute, or by
It is embodied as hardware, or is implemented as integrated circuit, such as specific integrated circuit.Such software can be distributed in computer-readable
On medium, computer-readable medium may include computer storage medium (or non-transitory medium) and communication media (or temporarily
Property medium).As known to a person of ordinary skill in the art, term computer storage medium is included in for storing information (such as
Computer readable instructions, data structure, program module or other data) any method or technique in the volatibility implemented and non-
Volatibility, removable and nonremovable medium.Computer storage medium include but is not limited to RAM, ROM, EEPROM, flash memory or its
His memory technology, CD-ROM, digital versatile disc (DVD) or other optical disc storages, magnetic holder, tape, disk storage or other
Magnetic memory apparatus or any other medium that can be used for storing desired information and can be accessed by a computer.This
Outside, known to a person of ordinary skill in the art to be, communication media generally comprises computer readable instructions, data structure, program mould
Other data in the modulated data signal of block or such as carrier wave or other transmission mechanisms etc, and may include any information
Delivery media.
Claims (10)
1. the event report process method in a kind of intelligence control system characterized by comprising
Whether when receiving reported event, detecting in the reported event has intended recipient device；
When not having intended recipient device, the reported event is analyzed, at least two transaction sets are generated, at least two transaction sets
Common characteristic be associated analysis；
According to association analysis as a result, determining the reported event receiving device to be reached.
2. the method according to claim 1, wherein the analysis reported event, generates at least two things
Business collection, comprising:
Analyze the attribute of the reported event；
When the attribute of the reported event is type I information, judge whether the reported event triggers the default of sending device
State, the sending device are the equipment of transmission event；
When triggering the preset state of sending device, preset state dualization will be pressed in the attribute of equipment living, and generate at least two
A transaction set；
Wherein, described to refer to equipment working and with the sending device for linkage control, an affairs in equipment living
Collection includes one or more affairs.
3. according to the method described in claim 2, it is characterized in that, the method is also when analyzing the attribute of the reported event
Include:
When the attribute of the reported event is the second category information, preset state dualization will be pressed in the attribute of equipment living, and raw
At at least two transaction sets.
4. method according to claim 1-3, which is characterized in that the shared spy at least two transaction sets
Sign is associated analysis, comprising:
Calculate the support S and/or confidence level C of the common characteristic of at least two transaction set；
Association analysis result is determined according to the support S and/or confidence level C.
5. according to the method described in claim 4, it is characterized in that, determining analyzing and associating according to the confidence level C as a result, packet
It includes:
By the confidence level C compared with executing threshold value Cexec and/or reminding threshold value Cwarn；
As C >=Cexec, decision instruction is generated, the decision instruction is used to indicate reported event reception to be reached
Operation performed by equipment and the receiving device；
As Cwarn≤C < Cexec, user reminding is carried out, to be associated analysis result confirmation.
6. according to the method described in claim 5, it is characterized in that, carry out user reminding when, the method also includes:
Analysis result confirmation is associated by interactive voice；
When receiving user's confirmation result, then confirm that result generates the decision instruction according to user.
7. according to the method described in claim 4, it is characterized in that, the common characteristic of at least two transaction sets forms the first affairs
Collect X and the second transaction set Y, the support S and/or confidence level C of the common characteristic for calculating at least two transaction sets, comprising:
Support S is calculated using formula S (X → Y)=δ (X ∪ Y)/N；
Confidence level C is calculated using formula C (X → Y)=δ (X ∪ Y)/δ (X)；
Wherein, δ indicates that the support counting of transaction set X and/or Y, N are the affairs sum in transaction set X and Y.
8. method according to claim 1-3, which is characterized in that when receiving reported event, the method
Further include:
It sends the reported event received in presetting message queue；
At least two transaction sets of the generation, and analysis is associated to the common characteristic of at least two transaction sets, comprising:
Generate at least two transaction sets in the presetting message queue, and to the shared spy of the transaction set in the presetting message team
Sign is associated analysis；
Wherein, the subscriber identifier matches of the user identifier of the presetting message queue and sending device, the user identifier
Symbol includes: the identity unique identification of user account.
9. the method according to claim 1, wherein detecting in the reported event whether have intended recipient device
When, the method also includes:
When there is intended recipient device, then the reported event is directly sent to the intended recipient device.
10. a kind of control device characterized by comprising
Detection module, for when receiving reported event, detecting in the reported event whether have intended recipient device；
Association analysis module generates at least two affairs for when not having intended recipient device, analyzing the reported event
Collection, is associated analysis to the common characteristic of at least two transaction sets；
Determining module is pushed, is used for according to association analysis as a result, determining the reported event receiving device to be reached.
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