CN102833673A - Information real-time active correlation and push method based on element digit computing - Google Patents
Information real-time active correlation and push method based on element digit computing Download PDFInfo
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- CN102833673A CN102833673A CN2012102855043A CN201210285504A CN102833673A CN 102833673 A CN102833673 A CN 102833673A CN 2012102855043 A CN2012102855043 A CN 2012102855043A CN 201210285504 A CN201210285504 A CN 201210285504A CN 102833673 A CN102833673 A CN 102833673A
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Abstract
The invention provides an information real-time active correlation and push method based on element digit computing, and the method comprises following steps of firstly determining a people element, an object element and an event element; secondly determining correlation among the people element, the object element and the event element; identifying the people element, the object element and the event element in the information; actively correlating service information relevant to a target element B(t) in real time, wherein the target element B(t) is a people element, an object element or the event element; and finally actively pushing the information correlated to the target element B(t) to an element terminal. By defining the people element, the object element and the event element, recording the correlation of the three elements, identifying the people element, object element and the event element, and actively correlating and pushing the information correlated with the target element, the correlated element information can be pushed to the current position of the target with changed displacement, and the information can be triggered and pushed to the element terminal according to the time set by a timing task or an event threshold value reached by the event element.
Description
[technical field]
The present invention relates to the communication technology, software technology field, the information real-time active association and the method for pushing that particularly calculate based on first numerical digit.
[background technology]
Location-based service (LBS; Location Based Service); Refer to through the terminal of telecommunications mobile operator and cooperating of network; Confirm user's actual geographical position, and the user is provided needed relevant with the position a kind of value-added service like food and drink, lodging, amusement, service such as travel and pay the fees.
The LBS that has realized at present; Generally be that the user sends the search query information that comprises this terminal positional information through terminal to server; Server responds to be searched after the said search query information relevantly with said position like food and drink, lodging, amusement, information on services such as travel and pay the fees in database, and the information on services that finds is pushed to the terminal use.But the present LBS that realizes can not realize based on the related on one's own initiative in real time propelling movement of user's space position and time shifting and this individual subscriber relevant information to the first terminal of user.
At present; The domestic information advancing technique that position-based and time are arranged; The Granted publication of declaring like Yulong Computer and Communication Sci. & Tech. (Shenzhen) Co., Ltd. of in June, 2011 China patent announcement number is CN102098620A; Chinese patent number (ZL) is that 201110032759 name is called the patent of invention of " a kind of information on services provides method and server ", and its inventive embodiments discloses a kind of information on services method is provided, and comprising: the positional information that receives client; According to said positional information and time of reception, search related service information, and the information on services that finds to said client push.Also disclose a kind of server, automation more, intelligentizedly searched related service information for the user, let the user can get access to required information on services timely according to user's current position information and time.Yet this patent of invention mainly is to push relevant information on services, does not accomplish to push personal relevant information, and the information on services that provides client does not sometimes need, and can not accomplish initiatively related in real time.And the present invention is according to the in real time related on one's own initiative information relevant with this individual subscriber to the user unit terminal that also pushes of user's space position and time shifting, can realize that active is pushed to the current position of object that displacement has changed with the relevant information of people or thing in real time.The present invention is propelling movement and individual relevant information on initiatively related in real time basis, is to concrete individual service, has personalization, and the information that provides is closely related with the individual, and it is characterized in that can initiatively related in real time and propelling movement.The patent of invention of " a kind of information on services provides method and server " only pushes the related service information of several time periods and festivals or holidays in addition, and the change according to said client location provides related service information then, does not accomplish real-time active push.And among the present invention, real-time positioning is carried out through GPS in first terminal, in case position change, the relevant information that is pushed to the individual also can be ensued change.Has dual identity such as a teacher; Not only participate in school instruction work but also hold a post in certain company; When it arrives school, company diverse location, also can change on content, order with the information relevant of method for pushing with its people to its propelling movement through the information real-time of calculating based on first numerical digit is initiatively related.
[summary of the invention]
The technical problem that the present invention will solve; Be to provide the information real-time active association and the method for pushing that calculate based on first numerical digit; Be a kind of information real-time active association and push technology based on the room and time displacement; It can also drive requirement according to thing unit, real time propelling movement relevant information and instruction to first terminal.
The present invention is achieved in that
Based on information real-time active association and the method for pushing that first numerical digit is calculated, said first representative, thing or thing, said several representative informations, institute's rheme is represented displacement, and said information real-time is initiatively related to be may further comprise the steps with method for pushing:
People unit in step 3, the said information of identification, matter-element and thing unit;
Further, said step 1 is specially:
Step 11, confirm people unit:
With people O
hBe object, people O
hN attribute c
H1, c
H2..., c
Hn, and people O
hAbout attribute c
Hi(i=1,2 ..., n) the value v of correspondence
Hi(i=1,2 ..., the array that n) is constituted:
Be called n dimension people unit; People unit receives information and sends the main body of instruction, its attribute c
Hi(i=1,2 ..., n) comprising: unique identifier, name, date of birth, mobile phone, current location, the fingerprint of people unit;
Step 12, confirm matter-element:
With thing O
mBe object, thing O
mN attribute c
M1, c
M2..., c
Mn, and thing O
mAbout attribute c
Mi(i=1,2 ..., n) the value v of correspondence
Mi(i=1,2 ..., the array that n) is constituted:
Be called n dimension matter-element; Matter-element is a unit indispensable when carrying out affairs around people unit, its attribute c
M1, c
M2..., c
MnComprise: the unique identifier of matter-element, title, position;
Step 13, confirm thing unit:
With thing O
aBe object, thing O
aN attribute c
A1, c
A2..., c
An, and thing O
aAbout attribute c
Ai(i=1,2 ..., n) the value v of correspondence
Ai(i=1,2 ..., the array that n) is constituted:
Be called n dimension thing unit; Thing unit driving person unit and matter-element acting in conjunction is the incident of active push information, its attribute c
Ai(i=1,2 ..., n) comprising: unique identifier, title, content, cycle, time started, concluding time, participant/thing, place, the action of thing unit.
Further, said step 2 is specially:
People unit and matter-element, the people is first and thing unit and thing unit and matter-element between when having certain dependence about the value of certain attribute, then be referred to as to be correlated with; The correlation of unit is the causal form performance of things; Because the existence of correlation; The variation of the value of meta-attribute can cause the variation of relevant with it unit, and the variation of the value that a certain attribute of same any unit is corresponding also can cause the variation of the corresponding value of other attribute of this yuan;
Correlation between people unit and the matter-element: to the H (t) of people unit=(O
h(t), C
h, V
hAnd matter-element M (t)=(O (t))
m(t), C
m, V
m(t)), if there is association rules v
Hi(t)=f
Hm(v
Mj(t)), claim that then the people H of unit (t) is relevant with matter-element M (t), be designated as H (t) ~ M (t), wherein: t express time or space displacement, i=1,2 ..., n; J=1,2 ..., n;
Correlation between people unit and the thing unit: to the H (t) of people unit=(O
h(t), C
h, V
hAnd the A (t) of thing unit=(O (t))
a(t), C
a, V
a(t)), if there is association rules v
Hi(t)=f
Ha(v
Aj(t)), claim that then the people H of unit (t) is relevant with the thing A of unit (t), be designated as H (t) ~ A (t), wherein: t express time or space displacement, i=1,2 ..., n; J=1,2 ..., n;
Correlation between matter-element and the thing unit: to matter-element M (t)=(O
m(t), C
m, V
mAnd the A (t) of thing unit=(O (t))
a(t), C
a, V
a(t)), if there is association rules v
Mi(t)=f
Ma(v
Aj(t)), claim that then matter-element M (t) is relevant with the thing A of unit (t), be designated as M (t) ~ A (t), wherein: t express time or space displacement, i=1,2 ..., n; J=1,2 ..., n;
Correlation between matter-element and the matter-element: to matter-element M
1(t)=(O
M1(t), C
M1, V
M1And matter-element M (t))
2(t)=(O
M2(t), C
M2, V
M2(t)), if there is association rules
Wherein t express time or space displacement, i=1,2 ..., n; J=1,2 ..., n then claims matter-element M
1(t) and matter-element M
2(t) be correlated with, be designated as M
1(t) ~ M
2(t); If matter-element M
2(t) and and matter-element M
k(t), k=3,4 ..., n is correlated with, and is designated as M
2(t) ~ M
k(t), k=3,4 ..., n, then matter-element M
1(t) and matter-element M
k(t), k=3,4 ..., n also is correlated with, and is designated as M
1(t) ~ M
k(t), k=3,4 ..., n, and claim M
1(t), M
2(t), M
k(t), k=3,4 ..., n is relevant each other; Work as c
M1=c
M2, if there is association rules
I=1 wherein, 2 ..., n; J=1,2 ..., n then claims matter-element M
1(t) and matter-element M
2(t) be that things is relevant; Work as O
M1(t)=O
M2(t), if there is association rules
I=1 wherein, 2 ..., n; J=1,2 ..., n then claims matter-element M
1(t) and matter-element M
2(t) be that attribute is relevant;
Correlation between thing unit and the thing unit: to the A of thing unit
1(t)=(O
A1(t), C
A1, V
A1And the A of thing unit (t))
2(t)=(O
A2(t), C
A2, V
A2(t)), if there is association rules
Wherein t express time or space displacement, i=1,2 ..., n; J=1,2 ..., n then claims the A of thing unit
1(t) and the A of thing unit
2(t) be correlated with, be designated as A
1(t) ~ A
2(t); If the A of thing unit
2(t) and and the A of thing unit
k(t), k=3,4 ..., n is correlated with, and is designated as A
2(t) ~ A
k(t), k=3,4 ..., n, the then A of thing unit
1(t) and the A of thing unit
k(t), k=3,4 ..., n also is correlated with, and is designated as A
1(t) ~ A
k(t), k=3,4 ..., n, and claim A
1(t), A
2(t), A
k(t), k=3,4 ..., n is relevant each other; Work as c
A1=c
A2, if there is association rules
I=1 wherein, 2 ..., n; J=1,2 ..., n then claims the A of thing unit
1(t) and the A of thing unit
2(t) be that things is relevant; Work as O
A1(t)=O
A2(t), if there is association rules
I=1 wherein, 2 ..., n; J=1,2 ..., n then claims the A of thing unit
1(t) and the A of thing unit
2(t) be that attribute is relevant;
Correlation between people unit and the people unit: to the H of people unit
1(t)=(O
h1 (t), C
H1, V
H1And the H of people unit (t))
2(t)=(O
H2(t), C
H2, V
H2(t)), if there is association rules
Wherein t express time or space displacement, i=1,2 ..., n; J=1,2 ..., n then claims the H of people unit
1(t) and the H of people unit
2(t) be correlated with, be designated as H
1(t) ~ H
2(t); If the H of people unit
2(t) and and the H of people unit
k(t), k=3,4 ..., n is correlated with, and is designated as H
2(t) ~ H
k(t), k=3,4 ..., n, the then H of people unit
1(t) and the H of people unit
k(t), k=3,4 ..., n also is correlated with, and is designated as H
1(t) ~ H
k(t), k=3,4 ..., n, and claim H
1(t), H
2(t), H
k(t), k=3,4 ..., n is relevant each other.
Further; Said step 3 is specially: set up people's meta-rule feature database, matter-element rule feature storehouse and thing meta-rule feature database and discern people unit, matter-element, thing unit in the information on services respectively; Said people's meta-rule feature database stores the mapping relations between people unit and people unit and the relevant meta-attribute; Said matter-element rule feature stock contains the mapping relations between matter-element and matter-element and the relevant meta-attribute, and said thing meta-rule feature database is stored the mapping relations between busy unit and thing unit and the relevant meta-attribute; At first the Word message of not cutting to be identified is carried out the rough segmentation speech based on language model; Utilize people's meta-rule feature database, matter-element rule feature storehouse to carry out people unit, matter-element identification then; And combine first phrase table that people unit, the matter-element of identification error are carried out the rule-based filtering operation; Continue to utilize thing meta-rule feature database to carry out the identification of thing unit on this basis, carry out confidence level at last and calculate, the unit of output confidence level maximum is as final recognition result; Said first phrase table is meant the phrase table of storing in the rule feature storehouse that the people is first and matter-element is constituted; After people unit, matter-element, the thing unit that acquires carried out mark, through the information of searching, setting is relevant with the unit of mark, first terminal use was through clicking the relevant information that corresponding unit just can further obtain the unit that clicks.
Further, said step 4 is specially:
The real-time active association of unit is meant: after starting trigger event information; People unit, matter-element, the thing unit relevant with target element B (t) initiatively is associated with target element B (t) in real time with certain time or locus, and said trigger event information comprises: the spatial position change incident of unit, time arrival event and the thing unit that timed task sets reach event threshold.
Further, said trigger event information is the spatial position change incident of unit: carry out initiatively relatedly in real time according to the triggering of the spatial position change of target element B (t), when the spatial position change of target element B (t), arrive certain locus t
1The time, people unit, matter-element, thing unit that will be relevant with target element B (t) according to current position information be associated with target element in real time on one's own initiative, and detailed process is expressed as:
Wherein
Initiatively conversion of expression, ∧ representes target element B (t) and initiatively conversion
Common factor, ∨ representes target element B (t
1) union of relative people unit, matter-element, thing unit correlation, (l
1), (l
2) ..., (l
n) expression judges the association rules of the relevant institute with other yuan of this target element B (t) foundation.
Further, said trigger event information is the time arrival event that timed task sets: carry out according to the triggering of setting-up time in real time initiatively related, when the time reaches timed task and sets time or cycle t
2The Shi Qidong trigger event, people unit, matter-element, thing unit that will be relevant with target element B (t) be associated with target element in real time on one's own initiative, and detailed process is expressed as:
Wherein
Initiatively conversion of expression, ∧ representes target element B (t) and initiatively conversion
Common factor, ∨ representes target element B (t
2) union of relative people unit, matter-element, thing unit correlation, (l
1), (l
2) ..., (l
n) expression judges the association rules of the relevant institute with other yuan of this target element B (t) foundation.
Further, said trigger event information reaches event threshold for thing unit: initiatively association is carried out in real time in the event threshold triggering according to thing unit reaches, when the thing A of unit (t) reaches event threshold A
*(t) start trigger event the time, people unit that will be relevant with target element B (t), matter-element, thing unit are associated with target element B (t) in real time on one's own initiative, and detailed process is expressed as:
Wherein
Initiatively conversion of expression, ∧ representes target element B (t) and initiatively conversion
Common factor, ∨ representes the union of the relative people of target element B (t) unit, matter-element, thing unit correlation, (l
1), (l
2) ..., (l
n) expression judges the association rules of the relevant institute with other yuan of this target element B (t) foundation.
Further, when said trigger event information was the spatial position change incident of unit, said step 5 is specially: the spatial position change when first terminal arrived certain locus t
1, will arrive first terminal with the relevant information real time propelling movement of people unit, matter-element, thing unit according to current said positional information, detailed process is expressed as:
Wherein
Initiatively conversion of expression, H (t
1) representing that target element is first holder terminal, ∨ representes target element H (t
1) relative people unit, matter-element, thing unit correlation also,
Expression increases conversion, is about to and target element H (t
1) relevant people unit, the relevant information of matter-element thing unit push to first terminal, makes first holder terminal obtain relative metamessage in real time.
Further, said trigger event information is time of setting of timed task during arrival event, and said step 5 is specially: the time arrival event that sets through timed task, and when the time reaches timed task and sets time or cycle t
2The Shi Qidong trigger event will arrive first terminal with the relevant information real time propelling movement of people unit, matter-element, thing unit, and detailed process is expressed as:
Further; When said trigger event information reaches event threshold for thing unit; Said step 5 is specially: through the event threshold of thing unit is set; When thing unit reaches event threshold, start trigger event, will arrive first terminal with the relevant information real time propelling movement of people unit, matter-element, thing unit, detailed process is expressed as:
Further, the information described in the step 5 also comprises operational order.
Further, said first terminal is I phone or Android, the cell-phone customer terminal of Windows Mobile operating system.
The present invention has following advantage: the present invention is through definition people unit, matter-element, thing unit; And the correlation between the record three; Discern people unit, matter-element, thing unit in the information on services then; Last initiatively related in real time and push and the relevant information on services of target element B (t), the information on services of being correlated with is pushed to the current position of object that displacement has changed, and the time that can also set according to timed task or the event threshold that reaches according to thing unit trigger; Active related information, and the real-time said information of active push in real time is first terminal extremely.The present invention can be applicable to multiple industry, field; As; Colleges and universities' education, hospital's medical insurance, general merchandise businessman industry, tourism industry, logistics express delivery industry, the library management of household electrical appliance industry, water conservancy field make life, work, amusement etc. all become more intelligent, more efficient.
[description of drawings]
Combine embodiment that the present invention is further described with reference to the accompanying drawings.
Fig. 1 is the flow chart of the embodiment of the invention one.
Fig. 2 is the flow chart of the first identification of Word message of the present invention.
Fig. 3 is target element of the present invention active related job in real time schematic diagram.
Fig. 4 is the fundamental diagram that drives space of the present invention, time propelling movement and Event triggered propelling movement.
Fig. 5 is the initiatively related in real time and push method flow chart of the embodiment of the invention three.
Fig. 6 is the initiatively related in real time and push method flow chart of the embodiment of the invention four.
Fig. 7 is the initiatively related in real time and push method flow chart of the embodiment of the invention five.
[embodiment]
Embodiment one,
See also Fig. 1, based on information real-time active association and the method for pushing that first numerical digit is calculated, said first representative, thing or thing, said several representative informations, institute's rheme is represented displacement, and said information on services is initiatively related in real time to be may further comprise the steps with method for pushing:
People unit confirms:
With people O
hBe object, people O
hN attribute c
H1, c
H2..., c
HnAnd people O
hAbout attribute c
Hi(i=1,2 ..., n) the value v of correspondence
Hi(i=1,2 ..., the array that n) is constituted:
Be called n dimension people unit; People unit receives information and sends the main body of instruction, its attribute c
Hi(i=1,2 ..., n) comprising: unique identifier, name, date of birth, mobile phone, current location, the fingerprint of people unit;
Confirming of matter-element:
With thing O
mBe object, thing O
mN attribute c
M1, c
M2..., c
MnAnd thing O
mAbout attribute c
Mi(i=1,2 ..., n) the value v of correspondence
Mi(i=1,2 ..., the array that n) is constituted:
Be called n dimension matter-element; Matter-element is a unit indispensable when carrying out affairs around people unit, its attribute c
M1, c
M2..., c
MnComprise: the unique identifier of matter-element, title, position;
Thing unit confirms:
With thing O
aBe object, thing O
aN attribute c
A1, c
A2..., c
AnAnd thing O
aAbout attribute c
Ai(i=1,2 ..., n) the value v of correspondence
Ai(i=1,2 ..., the array that n) is constituted:
Be called n dimension thing unit; Thing unit driving person unit and matter-element acting in conjunction is the incident of active push information, its attribute c
Ai(i=1,2 ..., n) comprising: unique identifier, title, content, cycle, time started, concluding time, participant/thing, place, the action of thing unit.
If there is certain dependence in the value about certain attribute between people unit and matter-element, people unit and thing unit and thing unit and the matter-element, then be referred to as to be correlated with; The correlation of unit is the causal form performance of things; Because the existence of correlation; The variation of the value of meta-attribute can cause the variation of relevant with it unit, and the variation of the value that a certain attribute of same any unit is corresponding also can cause the variation of the corresponding value of other attributes of this yuan;
Correlation between people unit and the matter-element: to the H (t) of people unit=(O
h(t), C
h, V
hAnd matter-element M (t)=(O (t))
m(t), C
m, V
m(t)), if there is association rules v
Hi(t)=f
Hm(v
Mj(t)), wherein: t express time or space displacement, i=1,2 ..., n; J=1,2 ..., n claims that then the people H of unit (t) is relevant with matter-element M (t), is designated as H (t) ~ M (t);
Illustrate association rules v
Hi(t)=f
Hm(v
Mj(t)), the H (t) of note people unit=(O
h(t), deposit amount, V
Hi(t)), the M of bank (t)=(O
m(t), deposit rate, V
Mj(t)), the H of people unit (t) can receive the influence of the deposit rate of the M of bank (t) in the deposit amount of certain time t, for a rational investment person; At certain time t, the deposit rate of the M of bank (t) is high more, and the people H of unit (t) can select to increase deposit; The deposit amount can increase; Otherwise then can reduce, fund can be thrown into other places like stock, goes in the bond.Can use v
Hi(t)=f
Hm(v
Mj(t)) represent deposit amount v
Hi(t) and deposit rate v
Mj(t) relation between, and then it is relevant with the M of bank (t) to draw people unit H (t), i.e. H (t) ~ M (t);
Correlation between people unit and the thing unit: to the H (t) of people unit=(O
h(t), C
h, V
hAnd the A (t) of thing unit=(O (t))
a(t), C
a, V
a(t)), if there is association rules v
Hi(t)=f
Ha(v
Aj(t)), wherein: t express time or space displacement, i=1,2 ..., n; J=1,2 ..., n claims that then the people H of unit (t) is relevant with the thing A of unit (t), is designated as H (t) ~ A (t);
Correlation between matter-element and the thing unit: to matter-element M (t)=(O
m(t), C
m, V
mAnd the A (t) of thing unit=(O (t))
a(t), C
a, V
a(t)), if there is association rules v
Mi(t)=f
Ma(v
Aj(t)), wherein: t express time or space displacement, i=1,2 ..., n; J=1,2 ..., n claims that then matter-element M (t) is relevant with the thing A of unit (t), is designated as M (t) ~ A (t);
Correlation between matter-element and the matter-element: to matter-element M
1(t)=(O
M1(t), C
M1, V
M1And matter-element M (t))
2(t)=(O
M2(t), C
M2, V
M2(t)), if there is association rules
Wherein t express time or space displacement, i=1,2 ..., n; J=1,2 ..., n then claims matter-element M
1(t) and matter-element M
2(t) be correlated with, be designated as M
1(t) ~ M
2(t); If matter-element M
2(t) and and matter-element M
k(t), k=3,4 ..., n is correlated with, and is designated as M
2(t) ~ M
k(t), k=3,4 ..., n, then matter-element M
1(t) and matter-element M
k(t), k=3,4 ..., n also is correlated with, and is designated as M
1(t) ~ M
k(t), k=3,4 ..., n, and claim M
1(t), M
2(t), M
k(t), k=3,4 ..., n is relevant each other.Work as c
M1=c
M2, if there is association rules
I=1 wherein, 2 ..., n; J=1,2 ..., n then claims matter-element M
1(t) and matter-element M
2(t) be that things is relevant; (2) work as O
M1(t)=O
M2(t), if there is association rules
I=1 wherein, 2 ..., n; J=1,2 ..., n then claims matter-element M
1(t) and matter-element M
2(t) be that attribute is relevant;
Correlation between thing unit and the thing unit: to the A of thing unit
1(t)=(O
A1(t), C
A1, V
A1And the A of thing unit (t))
2(t)=(O
A2(t), C
A2, V
A2(t)), if there is association rules
Wherein t express time or space displacement, i=1,2 ..., n; J=1,2 ..., n then claims the A of thing unit
1(t) and the A of thing unit
2(t) be correlated with, be designated as A
1(t) ~ A
2(t); If the A of thing unit
2(t) and and the A of thing unit
k(t), k=3,4 ..., n is correlated with, and is designated as A
2(t) ~ A
k(t), k=3,4 ..., n, the then A of thing unit
1(t) and the A of thing unit
k(t), k=3,4 ..., n also is correlated with, and is designated as A
1(t) ~ A
k(t), k=3,4 ..., n, and claim A
1(t), A
2(t), A
k(t), k=3,4 ..., n is relevant each other.Work as c
A1=c
A2, if there is association rules
I=1 wherein, 2 ..., n; J=1,2 ..., n then claims the A of thing unit
1(t) and the A of thing unit
2(t) be that things is relevant; (2) work as O
A1(t)=O
A2(t), if there is association rules
I=1 wherein, 2 ..., n; J=1,2 ..., n then claims the A of thing unit
1(t) and the A of thing unit
2(t) be that attribute is relevant;
Correlation between people unit and the people unit: to the H of people unit
1(t)=(O
H1(t), C
H1, V
H1And the H of people unit (t))
2(t)=(O
H2(t), C
H2, V
H2(t)), if there is association rules
Wherein t express time or space displacement, i=1,2 ..., n; J=1,2 ..., n then claims the H of people unit
1(t) and the H of people unit
2(t) be correlated with, be designated as H
1(t) ~ H
2(t); If the H of people unit
2(t) and and the H of people unit
k(t), k=3,4 ..., n is correlated with, and is designated as H
2(t) ~ H
k(t), k=3,4 ..., n, the then H of people unit
1(t) and the H of people unit
k(t), k=3,4 ..., n also is correlated with, and is designated as H
1(t) ~ H
k(t), k=3,4 ..., n, and claim H
1(t), H
2(t), H
k(t), k=3,4 ..., n is relevant each other.
People unit in step 3, the said information on services of identification, matter-element and thing unit;
See also Fig. 2; Set up people's meta-rule feature database, matter-element rule feature storehouse and thing meta-rule feature database and discern people unit, matter-element, thing unit in the information on services respectively; Said people's meta-rule feature database stores the mapping relations between people unit and people unit and the relevant meta-attribute; Said matter-element rule feature stock contains the mapping relations between matter-element and matter-element and the relevant meta-attribute, and said thing meta-rule feature database is stored the mapping relations between busy unit and thing unit and the relevant meta-attribute; At first the Word message of not cutting to be identified is carried out the rough segmentation speech according to language model; Utilize people's meta-rule feature database, matter-element rule feature storehouse to carry out people unit, matter-element identification then; And combine first phrase table that people unit, the matter-element of identification error are carried out the rule-based filtering operation; Continue to utilize thing meta-rule feature database to carry out the identification of thing unit on this basis, carry out confidence level at last and calculate, the unit of output confidence level maximum is as final recognition result; Said first phrase table is meant the phrase table of storing in the rule feature storehouse that the people is first and matter-element is constituted; After people unit, matter-element, the thing unit that acquires carried out mark; Through the information of searching, setting is relevant with the unit of mark, first terminal use is through clicking the relevant information that corresponding unit just can further obtain the unit that clicks.
See also Fig. 3; The real-time active association of unit is meant: after starting trigger event information; The people unit that certain time or locus is relevant with target element B (t), matter-element, thing unit initiatively are associated with target element B (t) in real time, and said trigger event information comprises: the user logins instant incident, the spatial position change incident of unit, time arrival event and the thing unit that timed task sets and reaches event threshold;
Based on the difference of trigger event information, the real-time active association of unit specifically comprises following several different situations:
First kind of situation: said trigger event information is the spatial position change incident of unit: carry out initiatively relatedly in real time according to the triggering of the spatial position change of target element B (t), when the spatial position change of target element B (t), arrive certain locus t
1The time, people unit, matter-element, thing unit that will be relevant with target element B (t) according to current position information be associated with target element in real time on one's own initiative, and detailed process is expressed as:
Wherein
Initiatively conversion of expression, ∧ representes target element B (t) and initiatively conversion
Common factor, ∨ representes target element B (t
1) union of relative people unit, matter-element, thing unit correlation, (l
1), (l
2) ..., (l
n) expression judges the association rules of the relevant institute with other yuan of this target element B (t) foundation.
Second kind of situation: said trigger event information is the time arrival event that timed task sets: carry out according to the triggering of setting-up time in real time initiatively related, when the time reaches timed task and sets time or cycle t
2The Shi Qidong trigger event, people unit, matter-element, thing unit that will be relevant with target element B (t) be associated with target element in real time on one's own initiative, and detailed process is expressed as:
Wherein
Initiatively conversion of expression, ∧ representes target element B (t) and initiatively conversion
Common factor, ∨ representes target element B (t
2) union of relative people unit, matter-element, thing unit correlation, (l
1), (l
2) ..., (l
n) expression judges the association rules of the relevant institute with other yuan of this target element B (t) foundation.
The third situation: said trigger event information reaches event threshold for thing unit: initiatively association is carried out in real time in the event threshold triggering according to thing unit reaches, when the thing A of unit (t) reaches event threshold A
*(t) start trigger event the time, people unit that will be relevant with target element B (t), matter-element, thing unit are associated with target element B (t) in real time on one's own initiative, and detailed process is expressed as:
Wherein
Initiatively conversion of expression, ∧ representes target element B (t) and initiatively conversion
Common factor, ∨ representes the union of the relative people of target element B (t) unit, matter-element, thing unit correlation, (l
1), (l
2) ..., (l
n) expression judges the association rules of the relevant institute with other yuan of this target element B (t) foundation.
See also Fig. 4, the real-time active push of metamessage is the core place that first numerical digit is calculated.Push the trigger event information of flow process according to log-on message, information real-time active push that can certain time or locus and people unit, matter-element is relevant is first terminal extremely.Said trigger event information comprises: the spatial position change incident of unit, time arrival event, the thing unit that timed task sets reach event threshold.
According to the difference of trigger event information, server specifically comprises following several kinds of situation to the information that the terminal pushes:
First kind of situation: when said trigger event information was the spatial position change incident of unit, the spatial position change when first terminal arrived certain locus t
1, will arrive first terminal with the relevant information real time propelling movement of people unit, matter-element according to current said positional information, detailed process is expressed as:
Wherein
Initiatively conversion of expression, H (t
1) representing that target element is first holder terminal, ∨ representes target element H (t
1) relative people unit, matter-element, thing unit correlation also,
Expression increases conversion, is about to and target element H (t
1) relevant people unit, the relevant information of matter-element thing unit push to first terminal, makes first holder terminal obtain relative metamessage in real time.
Second kind of situation: said trigger event information is time of setting of timed task during arrival event, and the time arrival event that sets through timed task is when the time reaches timed task and sets time or cycle t
2The Shi Qidong trigger event will arrive first terminal with the relevant information real time propelling movement of people unit, matter-element, and detailed process is expressed as:
The third situation: when said trigger event information reaches event threshold for thing unit; Through the event threshold of thing unit is set; When thing unit reaches event threshold, start trigger event, will arrive first terminal with the relevant information real time propelling movement of people unit, matter-element, detailed process is expressed as:
Embodiment two,
Existing is that example specifies implementation process of the present invention with " I am in university " collaborative teaching platform and student's activities platform:
The O of people unit
h: leader, teacher, student, administrative personnel, worker, counsellor
The O of thing unit
a: decision-making, teaching, service, study, meeting, activity, reservation
Matter-element O
m: car, teaching building, classroom, school timetable, office building, library, dormitory, dining room, supermarket, campus
Correlation between people H (t) of unit and the matter-element M (t): illustrate association rules v
Hi(t)=f (v
Mj(t)), H (t)=(O
h(t), c
Hi, v
Hi(t))=(Li Ming professor, course arrangement, time, place and course), M (t)=(O
m(t), c
Mj, V
Mj(t))=(classroom, classroom are distributed, time, place and course), H (t) distributes with the classroom of M (t) in the course arrangement of t sometime and is associated, and professor's Li Ming also difference of classroom that different courses arranges of teaching, thereby can use v
Hi(t)=f (v
Mj(t)) represent course arrangement c
HiDistribute c with the classroom
MjBetween relation, and then draw Li Ming professor H (t) and the relevant H of being of classroom M (t) (t) ~ M (t);
Correlation between people H (t) of unit and the thing A of unit (t): illustrate association rules v
Hi(t)=f (v
Aj(t)), H (t)=(O
h(t), c
Hi, v
Hi(t))=(administrative personnel, affiliated function, Educational Affairs Office), A (t)=(O
a(t), c
Aj, v
Aj(t))=(object, Educational Affairs Office personnel are participated in meeting), administrative personnel H (t) is sometime, in the participation object range of the meeting in certain place, thereby can use v
Hi(t)=f (v
Aj(t)) represent the C of affiliated function
HiWith participation object C
AjBetween relation, and then it is relevant with meeting A (t) to draw administrative personnel H (t), i.e. H (t) ~ A (t);
Correlation between matter-element M (t) and the thing A of unit (t): illustrate association rules v
Mi(t)=f (v
Aj(t)), M (t)=(O
m(t), c
m, v
Mi(t))=(vehicle, routing, when and where), A (t)=(O
a(t), c
Aj, v
Aj(t))=(reservation incident, subscription time, 10 o'clock to 12 o'clock), the routing of vehicle M (t) is relevant with time t, and different time has different routings, conflicts if reservation incident A (t) subscription time t has at t stroke constantly with vehicle M (t), and then reservation is unsuccessful.Thereby can use v
Mi(t)=f (v
Aj(t)) represent routing C
MiWith subscription time C
AjBetween relation, and then it is relevant with reservation incident A (t) to draw vehicle M (t), i.e. M (t) ~ A (t);
People unit in step 3, the identification information on services, matter-element and thing unit; For example information on services is: open a ultra classmate and preengage Li Mingjiao and invest afternoon on the 20th March in 2012 15:00 and seek advice from interchange in office building Room 205 with regard to thesis writing and the relevant matters of reply.To this information on services then; At first according to language model the Word message of not cutting to be identified being carried out the rough segmentation speech obtains: Zhang Chao/classmate/reservation/Li Ming/professor/in/2012 years/March/20 day/afternoon/15:00/ in/office building/Room 205/with regard to/paper/writing/and/reply/relevant/matters/carry out/seek advice from/exchange/; Utilize people's meta-rule feature database, matter-element rule feature storehouse to carry out people unit, matter-element identification then; Identify the Zhang Chaoyu Li Ming of people unit, matter-element office building Room 205, and utilize first phrase table binding rule to carry out filter operation; Continue to utilize thing meta-rule feature database to carry out the identification of thing unit on this basis; Discern the 15:00 in afternoon on the 20th March in 2012 of unit that meets accident and seek advice from interchange, carry out confidence level at last and calculate, export the maximum unit of confidence level as final recognition result with regard to thesis writing and the relevant matters of reply.These units that identify are carried out mark, make things convenient for the user further to obtain the more information of mark of correlation unit.
Said trigger event information is the spatial position change incident of unit; For example: carry out the tracking of vehicle M (t) through GPS; Change in vehicle M (t) locus; When exceeding the destination driving range of prior application, initiatively propelling movement relevant information to the mobile phone client terminal of vehicle management personnel H (t) lets vehicle management personnel H (t) in time know vehicle M (t) overall operation situation in real time.And for example as student H
1(t), H
2(t) ..., H
nWhen (t) entering into supermarket, campus M (t), through the GPS location, first terminal recognition is to student H
1(t), H
2(t) ..., H
n(t) in the regional extent of target element campus supermarket M (t) and with relevant location information, send to server, at this moment, server is related student H initiatively
1(t), H
2(t) ..., H
n(t) be pushed to student H in real time on one's own initiative with supermarket, campus M (t), and with supermarket, campus M (t) favor information about commodity in server
1(t), H
2(t) ..., H
n(t), make things convenient for student H
1(t), H
2(t) ..., H
n(t) better select the purchase commodity.
Said trigger event information is that time of setting of timed task is during arrival event; For example: t at set intervals; Two hours vehicle goes out to preengage incident A (t) before the association of server automatic time; The propelling movement associated subscription event information of active lets vehicle drive personnel H (t) in time know the arrangement situation of going of vehicle M (t) back mask body to the mobile phone client terminal of the human pilot H (t) of vehicle M (t) in real time.And for example: set a time like 5 PM on every Fridays, the server automatic time related with meeting schedule next week table in participant participant H
1(t), H
2(t) ..., H
n(t), with being pushed to participant participant H with the relevant meeting schedule content of participant individual among the meeting calendar A (t)
1(t), H
2(t) ..., H
n(t).For another example: as the student H that checks out
1(t), H
2(t) ..., Hx (t) books that M (t) is borrowed in the library arrive book time limit also a few days ago the time, the library server student H that can auto-associating checks out
1(t), H
2(t) ..., H
n(t), borrow also the information real-time active push to the student H that checks out its books
1(t), H
2(t) ..., H
n(t), with the prompting student H that checks out
1(t), H
2(t) ..., H
n(t) book or renew also, the student that avoids checking out checks out overtime.
Said trigger event information reaches event threshold for thing unit; For example: Li Ming professor H (t) plans to teach certain student of class pushed information for him through collaborative platform, after his ditch selects this class, through the information real-time active association and the method for pushing of first numerical digit calculating; Initiatively related in real time this class; The Real-time and Dynamic of this class is pushed to teacher H (t), and M (t) gives a lesson in the classroom at this moment if find the student of this class, and then Li Ming professor H (t) just can consider to select to postpone to push information to the student; If this class does not have at school at this moment, then just can select directly to push information to the student.And for example: when carrying out the concrete work of school timetable distribution, teacher H
1(t), H
2(t) ..., H
n(t) can receive the school timetable distribution A relevant in person that server sends respectively with oneself
1(t), A
2(t) ..., A
n(t), at teacher H
1(t), H
2(t) ..., H
n(t) all confirm respectively after, the real-time association of calculating through first numerical digit just can generate the final assignment situation A (t) of school timetable, server can be in real time with school timetable distribution condition A (t) active push to the president H of school
11(t), the group leader of teaching and research room H
12(t), teaching secretary H
13(t).Teaching secretary H
13(t) levy system according to the final assignment situation A (t) of school timetable through row school timetable and classroom mated, coupling accomplish confirm and submit to after, the final school timetable A (t) that server will obtain in real time on one's own initiative is pushed to president H according to authority
11(t), the group leader of teaching and research room H
12(t), teaching secretary H
13(t) and teacher H
1(t), H
2(t) ..., H
n(t).School timetable shares out the work, and real-time active in the process is related can practice thrift a large amount of operating time of related personnel with pushing, and operating efficiency improves greatly.
Lift three different application scenarios below again, under three kinds of condition of different of above-mentioned steps 4 and step 5 in real time initiatively related and push method describe.
Embodiment three
Present embodiment provides a kind of real-time active association and method for pushing, and as shown in Figure 5, this method comprises:
Concrete event information in this instance mainly is the event information relevant with the individual, also can be the Business Information that other yuan terminal to server is uploaded, for example businessman's information of discount, the favor information in shopping center; Or the travel information uploaded of first terminal, for example recommended line, must swim the sight spot, sight spot introduction etc.Active through information related with push the Real-Time Sharing that can realize resource.
Embodiment four
Present embodiment provides a kind of real-time active association and method for pushing, and as shown in Figure 6, this method comprises:
Concrete event information can be regularly the information of notice in this instance; For example when the time arrives; Through information real-time active association and the method for pushing that calculates based on first numerical digit; With the Zhou Huiyi of company calendar being associated in real time initiatively, and the meeting notice is pushed to relevant participant with the leader of all departments, personnel; Also can be subscription information, when the reservation application of submitting to before first terminal reached subscription time, server pushes to relevant first terminal with appoint reminder in real time on one's own initiative.
Embodiment five
Present embodiment provides a kind of real-time active association and method for pushing, and as shown in Figure 7, this method comprises:
Concrete event information in this instance can be the flood control by reservoir regulation alarm; For example when the water level abnormality situation; This instantaneous state is write down server automatically and real-time active push is given first terminal; The server executing instruction operations provides warning function simultaneously, can provide convenience the real-time of enhanced information and validity for the work of flood prevention that the on duty or flood control by reservoir regulation of important flood control engineering is dispatched like this.
The information real-time active association that the present invention is based on first numerical digit calculating can be applicable to multiple industry with method for pushing, for example:
(1), colleges and universities are movable
Be applied to colleges and universities' education teaching system.In new life's link of reporting for work, the information real-time of calculating through the present invention unit numerical digit is initiatively related to guarantee that student's mark of putting into several classes is balanced, each level student distributing equilibrium in each class with method for pushing; Provide dormitory to distribute automatically.The information real-time of calculating through the present invention unit numerical digit is initiatively related initiatively related in real time with method for pushing and push the course relevant information, like culture scheme, reference material, lecturer's introduction, school timetable etc. to the student; Counsellor can send notice to pipe class, committee of class, student whenever and wherever possible through PC or smart mobile phone; And before sending notice, can understand and send the ongoing affairs of object (activity, meeting etc.), let the user judge whether to send in real time still to postpone to send; When student or teacher preengage certain leader, initiatively related can the feedback automatically with method for pushing of the information real-time of calculating through the present invention unit numerical digit sent affairs prompt that object will carry out and time conflict notice etc.
(2), hospital's medical insurance
The information that is applied to hospital and each clinic medical insurance pushes.Along with wideling popularize of medical insurance, increasing people is insured, through the present invention unit numerical digit computational methods, can be insured at PC end or mobile phone terminal online application, and saved filling in and putting in order of complicated paper material, can dock insured data rapidly simultaneously.When insured people uses medical insurance to stick into row consumption; Initiatively obtain the current information of medical insurance card through the present invention unit numerical digit computational methods; As block the consumption record of remaining sum statistics, card and the multidate information of card etc.; And real time propelling movement also can initiatively push to insured people with information such as hospital's latest tendency, medical insurance policies simultaneously to insured people terminal, lets insured people understand more medical insurance information and manages and use the medical insurance card better.
(3), general merchandise businessman industry
Be applied to the propelling movement of general merchandise businessman discount information.Through the client unit terminal of the present invention unit numerical digit computational methods, which commercial circle the identification client arrive automatically, pushes this commercial circle businessman information of discount automatically, and favor information etc. supply that client is convenient to find suitable shop.
(4), tourism industry
Be applied to the propelling movement of tourist attractions guide to visitors information, the propaganda of sight spot businessman pushes.When travel in visitor to a tourist attractions; Automatically discern your place,, utilize the client unit terminal on the smart mobile phone (having the GPS function) through the present invention unit numerical digit computational methods; Push the scenic spot introduction, tourism recommended line, must swim the sight spot; When the visitor specifically arrives each sight spot, can push the humanistic background details at this sight spot, for the visitor provides intimate guide service.
(5), logistics express delivery industry
Logistics express delivery industry is necessary for the demand of the tracking of goods; Adopt popular now smart mobile phone GPS function as targeting scheme; Real-time positioning is gathered; Push with the method for pushing information of carrying out through the information real-time that the present invention is based on first numerical digit computational methods is initiatively related, make things convenient for the communication of driver and general headquarters.
(6), household electrical appliance industry
Through the information real-time of the present invention unit numerical digit computational methods initiatively related with method for pushing automatic computing time, spatial variations; Take the associative operation of active push dependent instruction control household electrical appliance the user; Make household electrical appliance all among user's control, reach intelligent perception.
(7), library management
Be applied to the information real-time active push of digital library.Obtain the information reader characteristics of demand through the present invention unit numerical digit computational methods, find reader's interest, initiatively collect relevant collected books in real time, initiatively send PC or the mobile phone end of relevant information to the reader according to reader's identity and specialty; When reader's books expire or exceed the time limit, initiatively send alert notification through the present invention unit numerical digit computational methods; When new collection resource, in time notify the reader through the present invention unit numerical digit computational methods, the reader can carry out the books reservation; There is change the open and close shop time when the library, or in the latest tendency of holding libraries such as meetings and activities, initiatively sends relevant information to the reader through the present invention unit numerical digit computational methods.
(8), water conservancy field
The timely information that is applied to the flood control by reservoir regulation alarm pushes.Can gather flood season level and rainfall data in real time through the present invention unit numerical digit computational methods; And monitor rainwater rain condition in real time; When data make mistakes or the database running in when producing mistake or abnormal conditions; Handling with push-mechanism by means of initiative information through the present invention unit numerical digit computational methods just can provide warning function, on one's own initiative mistake is indicated and handles, can confirm that to part the automatic recovery of mistake propelling movement of type of error and right value is ordered.When in case of emergency; Give user terminal through the present invention unit numerical digit computational methods with automatic record of this instantaneous state and active push; Can provide convenience for the work of flood prevention that the on duty or flood control by reservoir regulation of important flood control engineering is dispatched like this, and the enhanced information real-time.
Though more than described embodiment of the present invention; But the technical staff who is familiar with the present technique field is to be understood that; We described concrete embodiment is illustrative; Rather than being used for qualification to scope of the present invention, those of ordinary skill in the art are in the modification and the variation of the equivalence of doing according to spirit of the present invention, all should be encompassed in the scope that claim of the present invention protects.
Claims (13)
1. the information real-time active association and the method for pushing that calculate based on first numerical digit is characterized in that: said first representative, thing or thing, and said several representative informations, institute's rheme is represented displacement, and said information real-time is initiatively related to be may further comprise the steps with method for pushing:
Step 1, confirm people unit, matter-element, thing unit;
Step 2, confirm the correlation between people unit, matter-element, the thing unit;
People unit in step 3, the said information of identification, matter-element and thing unit;
Step 4, initiatively association and the relevant information of target element B (t) in real time, said target element B (t) is people unit or matter-element or the thing unit in the step 1;
Step 5, active in real time will push to first terminal with the relevant information of target element B (t).
2. the information real-time of calculating based on first numerical digit according to claim 1 is association and method for pushing initiatively, and it is characterized in that: said step 1 is specially:
Step 11, confirm people unit:
With people O
hBe object, people O
hN attribute c
H1, c
H2..., c
Hn, and people O
hAbout attribute c
Hi(i=1,2 ..., n) the value v of correspondence
Hi(i=1,2 ..., the array that n) is constituted:
Be called n dimension people unit; People unit receives information and sends the main body of instruction, its attribute c
Hi(i=1,2 ..., n) comprising: unique identifier, name, date of birth, mobile phone, current location, the fingerprint of people unit;
Step 12, confirm matter-element:
With thing O
mBe object, thing O
mN attribute c
M1, c
M2..., c
Mn, and thing O
mAbout attribute c
Mi(i=1,2 ..., n) the value v of correspondence
Mi(i=1,2 ..., the array that n) is constituted:
Be called n dimension matter-element; Matter-element is a unit indispensable when carrying out affairs around people unit, its attribute c
M1, c
M2..., c
MnComprise: the unique identifier of matter-element, title, position;
Step 13, confirm thing unit:
With thing O
aBe object, thing O
aN attribute c
A1, c
A2..., c
An, and thing O
aAbout attribute c
Ai(i=1,2 ..., n) the value v of correspondence
Ai(i=1,2 ..., the array that n) is constituted:
Be called n dimension thing unit; Thing unit driving person unit and matter-element acting in conjunction is the incident of active push information, its attribute c
Ai(i=1,2 ..., n) comprising: unique identifier, title, content, cycle, time started, concluding time, participant/thing, place, the action of thing unit.
3. the information real-time of calculating based on first numerical digit according to claim 1 and 2 is association and method for pushing initiatively, and it is characterized in that: said step 2 is specially:
When having certain dependence about the value of certain attribute between people unit and the matter-element, between people unit and the thing unit and between thing unit and the matter-element, then be referred to as to be correlated with; The correlation of unit is the causal form performance of things; Because the existence of correlation; The variation of the value of meta-attribute can cause the variation of relevant with it unit, and the variation of the value that a certain attribute of same any unit is corresponding also can cause the variation of the corresponding value of other attribute of this yuan;
Correlation between people unit and the matter-element: to the H (t) of people unit=(O
h(t), C
h, V
hAnd matter-element M (t)=(O (t))
m(t), C
m, V
m(t)), if there is association rules v
Hi(t)=f
Hm(v
Mj(t)), claim that then the people H of unit (t) is relevant with matter-element M (t), be designated as H (t) ~ M (t), wherein: t express time or space displacement, i=1,2 ..., n; J=1,2 ..., n;
Correlation between people unit and the thing unit: to the H (t) of people unit=(O
h(t), C
h, V
hAnd the A (t) of thing unit=(O (t))
a(t), C
a, V
a(t)), if there is association rules v
Hi(t)=f
Ha(v
Aj(t)), claim that then the people H of unit (t) is relevant with the thing A of unit (t), be designated as H (t) ~ A (t), wherein: t express time or space displacement, i=1,2 ..., n; J=1,2 ..., n;
Correlation between matter-element and the thing unit: to matter-element M (t)=(O
m(t), C
m, V
mAnd the A (t) of thing unit=(O (t))
a(t), C
a, V
a(t)), if there is association rules v
Mi(t)=f
Ma(v
Aj(t)), claim that then matter-element M (t) is relevant with the thing A of unit (t), be designated as M (t) ~ A (t), wherein: t express time or space displacement, i=1,2 ..., n; J=1,2 ..., n;
Correlation between matter-element and the matter-element: to matter-element M
1(t)=(O
M1(t), C
M1, V
M1And matter-element M (t))
2(t)=(O
M2(t), C
M2, V
M2(t)), if there is association rules
Wherein t express time or space displacement, i=1,2 ..., n; J=1,2 ..., n then claims matter-element M
1(t) and matter-element M
2(t) be correlated with, be designated as M
1(t) ~ M
2(t); If matter-element M
2(t) and and matter-element M
k(t), k=3,4 ..., n is correlated with, and is designated as M
2(t) ~ M
k(t), k=3,4 ..., n, then matter-element M
1(t) and matter-element M
k(t), k=3,4 ..., n also is correlated with, and is designated as M
1(t) ~ M
k(t), k=3,4 ..., n, and claim M
1(t), M
2(t), M
k(t), k=3,4 ..., n is relevant each other; Work as c
M1=c
M2, if there is association rules
I=1 wherein, 2 ..., n; J=1,2 ..., n then claims matter-element M
1(t) and matter-element M
2(t) be that things is relevant; Work as O
M1(t)=O
M2(t), if there is association rules
I=1 wherein, 2 ..., n; J=1,2 ..., n then claims matter-element M
1(t) and matter-element M
2(t) be that attribute is relevant;
Correlation between thing unit and the thing unit: to the A of thing unit
1(t)=(O
A1(t), C
A1, V
A1And the A of thing unit (t))
2(t)=(O
A2(t), C
A2, V
A2(t)), if there is association rules
Wherein t express time or space displacement, i=1,2 ..., n; J=1,2 ..., n then claims the A of thing unit
1(t) and the A of thing unit
2(t) be correlated with, be designated as A
1(t) ~ A
2(t); If the A of thing unit
2(t) and and the A of thing unit
k(t), k=3,4 ..., n is correlated with, and is designated as A
2(t) ~ A
k(t), k=3,4 ..., n, the then A of thing unit
1(t) and the A of thing unit
k(t), k=3,4 ..., n also is correlated with, and is designated as A
1(t) ~ A
k(t), k=3,4 ..., n, and claim A
1(t), A
2(t), A
k(t), k=3,4 ..., n is relevant each other; Work as c
A1=c
A2, if there is association rules
I=1 wherein, 2 ..., n; J=1,2 ..., n then claims the A of thing unit
1(t) and the A of thing unit
2(t) be that things is relevant; Work as O
A1(t)=O
A2(t), if there is association rules
I=1 wherein, 2 ..., n; J=1,2 ..., n then claims the A of thing unit
1(t) and the A of thing unit
2(t) be that attribute is relevant;
Correlation between people unit and the people unit: to the H of people unit
1(t)=(O
H1(t), C
H1, V
H1And the H of people unit (t))
2(t)=(O
H2(t), C
H2, V
H2(t)), if there is association rules
Wherein t express time or space displacement, i=1,2 ..., n; J=1,2 ..., n then claims the H of people unit
1(t) and the H of people unit
2(t) be correlated with, be designated as H
1(t) ~ H
2(t); If the H of people unit
2(t) and and the H of people unit
k(t), k=3,4 ..., n is correlated with, and is designated as H
2(t) ~ H
k(t), k=3,4 ..., n, the then H of people unit
1(t) and the H of people unit
k(t), k=3,4 ..., n also is correlated with, and is designated as H
1(t) ~ H
k(t), k=3,4 ..., n, and claim H
1(t), H
2(t), H
k(t), k=3,4 ..., n is relevant each other.
4. based on described information real-time active association and the method for pushing that calculates based on first numerical digit of claim 1; It is characterized in that: said step 3 is specially: set up people's meta-rule feature database, matter-element rule feature storehouse and thing meta-rule feature database and discern people unit, matter-element, thing unit in the information on services respectively; Said people's meta-rule feature database stores the mapping relations between people unit and people unit and the relevant meta-attribute; Said matter-element rule feature stock contains the mapping relations between matter-element and matter-element and the relevant meta-attribute, and said thing meta-rule feature database is stored the mapping relations between busy unit and thing unit and the relevant meta-attribute; At first the Word message of not cutting to be identified is carried out the rough segmentation speech based on language model; Utilize people's meta-rule feature database, matter-element rule feature storehouse to carry out people unit, matter-element identification then; And combine first phrase table that people unit, the matter-element of identification error are carried out the rule-based filtering operation; Continue to utilize thing meta-rule feature database to carry out the identification of thing unit on this basis, carry out confidence level at last and calculate, the unit of output confidence level maximum is as final recognition result; Said first phrase table is meant the phrase table of storing in the rule feature storehouse that the people is first and matter-element is constituted; After people unit, matter-element, the thing unit that acquires carried out mark, through the information of searching, setting is relevant with the unit of mark, first terminal use was through clicking the relevant information that corresponding unit just can further obtain the unit that clicks.
5. the information real-time of calculating based on first numerical digit according to claim 1 is association and method for pushing initiatively, and it is characterized in that: said step 4 is specially:
The real-time active association of unit is meant: after starting trigger event information; People unit, matter-element, the thing unit relevant with target element B (t) initiatively is associated with target element B (t) in real time with certain time or locus, and said trigger event information comprises: the spatial position change incident of unit, time arrival event and the thing unit that timed task sets reach event threshold.
6. the information real-time of calculating based on first numerical digit according to claim 5 is association and method for pushing initiatively; It is characterized in that: said trigger event information is the spatial position change incident of unit: carry out initiatively related in real time according to the triggering of the spatial position change of target element B (t); When the spatial position change of target element B (t), arrive certain locus t
1The time, people unit, matter-element, thing unit that will be relevant with target element B (t) according to current position information be associated with target element in real time on one's own initiative, and detailed process is expressed as:
Wherein
Initiatively conversion of expression, ∧ representes target element B (t) and initiatively conversion
Common factor, ∨ representes target element B (t
1) union of relative people unit, matter-element, thing unit correlation, (l
1), (l
2) ..., (l
n) expression judges the association rules of the relevant institute with other yuan of this target element B (t) foundation.
7. the information real-time of calculating based on first numerical digit according to claim 5 is association and method for pushing initiatively; It is characterized in that: said trigger event information is the time arrival event that timed task sets: carry out according to the triggering of setting-up time in real time initiatively related, when the time reaches timed task and sets time or cycle t
2The Shi Qidong trigger event, people unit, matter-element, thing unit that will be relevant with target element B (t) be associated with target element in real time on one's own initiative, and detailed process is expressed as:
Wherein
Initiatively conversion of expression, ∧ representes target element B (t) and initiatively conversion
Common factor, ∨ representes target element B (t
2) union of relative people unit, matter-element, thing unit correlation, (l
1), (l
2) ..., (l
n) expression judges the association rules of the relevant institute with other yuan of this target element B (t) foundation.
8. the information real-time of calculating based on first numerical digit according to claim 5 is association and method for pushing initiatively; It is characterized in that: said trigger event information reaches event threshold for thing unit: initiatively association is carried out in real time in the event threshold triggering according to thing unit reaches, when the thing A of unit (t) reaches event threshold A
*(t) start trigger event the time, people unit that will be relevant with target element B (t), matter-element, thing unit are associated with target element B (t) in real time on one's own initiative, and detailed process is expressed as:
Wherein
Initiatively conversion of expression, ∧ representes target element B (t) and initiatively conversion
Common factor, ∨ representes the union of the relative people of target element B (t) unit, matter-element, thing unit correlation, (l
1), (l
2) ..., (l
n) expression judges the association rules of the relevant institute with other yuan of this target element B (t) foundation.
9. the information real-time of calculating based on first numerical digit according to claim 6 is association and method for pushing initiatively; It is characterized in that: when said trigger event information is the spatial position change incident of unit; Said step 5 is specially: the spatial position change when first terminal arrives certain locus t
1, will arrive first terminal with the relevant information real time propelling movement of people unit, matter-element, thing unit according to current said positional information, detailed process is expressed as:
Wherein
Initiatively conversion of expression, H (t
1) representing that target element is first holder terminal, ∨ representes target element H (t
1) relative people unit, matter-element, thing unit correlation also,
Expression increases conversion, is about to and target element H (t
1) relevant people unit, the relevant information of matter-element thing unit push to first terminal, makes first holder terminal obtain relative metamessage in real time.
10. the information real-time of calculating based on first numerical digit according to claim 7 is association and method for pushing initiatively; It is characterized in that: said trigger event information is that time of setting of timed task is during arrival event; Said step 5 is specially: the time arrival event that sets through timed task, and when the time reaches timed task and sets time or cycle t
2The Shi Qidong trigger event will arrive first terminal with the relevant information real time propelling movement of people unit, matter-element, thing unit, and detailed process is expressed as:
11. the information real-time of calculating based on first numerical digit according to claim 8 is association and method for pushing initiatively; It is characterized in that: when said trigger event information reaches event threshold for thing unit; Said step 5 is specially: through the event threshold of thing unit is set; When thing unit reaches event threshold, start trigger event, will arrive first terminal with the relevant information real time propelling movement of people unit, matter-element, thing unit, detailed process is expressed as:
12. the information real-time of calculating based on first numerical digit according to claim 1 is association and method for pushing initiatively, it is characterized in that: the information described in the step 5 also comprises operational order.
13. the information real-time of calculating based on first numerical digit according to claim 1 is association and method for pushing initiatively, it is characterized in that: said first terminal is I phone or Android, the cell-phone customer terminal of Windows Mobile operating system.
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