CN106095435A - A kind of information processing method and electronic equipment - Google Patents

A kind of information processing method and electronic equipment Download PDF

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Publication number
CN106095435A
CN106095435A CN201610405931.9A CN201610405931A CN106095435A CN 106095435 A CN106095435 A CN 106095435A CN 201610405931 A CN201610405931 A CN 201610405931A CN 106095435 A CN106095435 A CN 106095435A
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key message
information
business objective
key
event
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CN106095435B (en
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王文莉
胡长建
苏亮
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Lenovo Beijing Ltd
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Lenovo Beijing Ltd
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F8/00Arrangements for software engineering
    • G06F8/20Software design
    • G06F8/22Procedural

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  • Engineering & Computer Science (AREA)
  • Software Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
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Abstract

The invention discloses a kind of information processing method and electronic equipment, including: obtaining input information, described information is used for characterizing business objective;Described information is resolved, from described information, extracts the first key message and the second key message;The identification parameter corresponding with each key message is generated with described second key message according to described first key message;According to identification parameter each described, generating the parameter sets of described business objective, described parameter sets is for characterizing the event that described business objective is corresponding;Utilize the parameter sets of described business objective, call data acquisition interface and gather the data of described business objective.

Description

A kind of information processing method and electronic equipment
Technical field
The present invention relates to the information processing technology, particularly relate to a kind of information processing method and electronic equipment.
Background technology
Business datum is the data acquisition system being associated with a certain business, and business datum is the basis of operational analysis.To business When data are acquired, it usually needs perform following process:
1, picker proposes business demand, such as: understand how user uses mouse.
2, business demand is manually converted to event definition by picker, as defined: event_class1=mouse, Event_class2=click, event_class3=times, then show collection is click number of times.
3, data acquisition software development kit (SDK, Software Development is called according to defined event Kit) interface capturing service data.
In said process, the process that business demand is manually converted to event definition is the most loaded down with trivial details, consumes substantial amounts of adopting The collection time.
Summary of the invention
For solving above-mentioned technical problem, embodiments provide a kind of information processing method and electronic equipment.
The information processing method that the embodiment of the present invention provides, including:
Obtaining input information, described information is used for characterizing business objective;
Described information is resolved, from described information, extracts the first key message and the second key message;
Generate the mark corresponding with each key message according to described first key message with described second key message to join Number;
According to identification parameter each described, generating the parameter sets of described business objective, described parameter sets is used for characterizing The event that described business objective is corresponding;
Utilize the parameter sets of described business objective, call data acquisition interface and gather the data of described business objective.
In the embodiment of the present invention, described method also includes:
After generating the parameter sets of described business objective, generate user-defined identification parameter according to arranging operation;
Described user-defined identification parameter is added to the parameter sets of described business objective.
In the embodiment of the present invention, described method also includes:
According to the one or more key messages in described first key message and described second key message, data base The parameter sets that middle lookup is associated with the one or more key message, wherein, with the one or more key word phase The parameter sets of association is for characterizing the correlating event of described business objective;
Export the correlating event of described business objective.
In the embodiment of the present invention, described method also includes:
After generating the parameter sets of described business objective, the one or more identification parameters in described parameter sets are carried out Mark;
When described information is resolved, in conjunction with the identification parameter of mark, from described information, extract first crucial Information and the second key message.
In the embodiment of the present invention, the number of described second key message is one or more;Described method also includes:
When the number of described second key message is multiple, match and described first from multiple second key messages The second key message that key message is associated;
The described mark corresponding with each key message with described second key message generation according to described first key message Know parameter, including:
Generate corresponding with each key message according to described first key message with described second key message matched Identification parameter.
The electronic equipment that the embodiment of the present invention provides, including:
Input equipment, is used for obtaining input information, and described information is used for characterizing business objective;
Processing means, for resolving described information, extracts the first key message and second from described information Key message;Generate the mark corresponding with each key message according to described first key message with described second key message to join Number;According to identification parameter each described, generating the parameter sets of described business objective, described parameter sets is used for characterizing described industry The event that business target is corresponding;
Communication interface, for utilizing the parameter sets of described business objective, calls data acquisition interface and gathers described business The data of target.
In the embodiment of the present invention, described input equipment, it is additionally operable to acquisition and operation is set;
Described processing means, after being additionally operable to generate the parameter sets of described business objective, makes by oneself according to arranging operation generation Justice identification parameter;Described user-defined identification parameter is added to the parameter sets of described business objective.
In the embodiment of the present invention, described processing means, it is additionally operable to according to described first key message and described second crucial One or more key messages in information, search the parameter being associated with the one or more key message in data base Set, wherein, the parameter sets being associated with the one or more key word associates thing for characterize described business objective Part;
Described electronic equipment also includes: output device, for exporting the correlating event of described business objective.
In the embodiment of the present invention, described processing means, after being additionally operable to generate the parameter sets of described business objective, to described One or more identification parameters in parameter sets are labeled;When described information is resolved, in conjunction with the mark of mark Parameter, extracts the first key message and the second key message from described information.
In the embodiment of the present invention, the number of described second key message is one or more;
Described processing means, is additionally operable to when the number of described second key message is multiple, from the multiple second crucial letter Breath matches the second key message being associated with described first key message;According to described first key message and matching Described second key message generate the identification parameter corresponding with each key message.
In the technical scheme of the embodiment of the present invention, obtaining input information, described information is used for characterizing business objective;To described Information resolves, and extracts the first key message and the second key message from described information;According to the described first crucial letter Cease and generate the identification parameter corresponding with each key message with described second key message;According to identification parameter each described, raw Becoming the parameter sets of described business objective, described parameter sets is for characterizing the event that described business objective is corresponding;Utilize described The parameter sets of business objective, calls data acquisition interface and gathers the data of described business objective.Visible, embodiment of the present invention root The identification parameter of event is automatically generated according to each key message in input information, to realize event is defined automatically, letter Change the process of event definition, save the overall time of data acquisition.
Accompanying drawing explanation
Fig. 1 is the schematic flow sheet of the information processing method of the embodiment of the present invention one;
Fig. 2 is the scene application schematic diagram of the embodiment of the present invention;
Fig. 3 is the schematic flow sheet of the information processing method of the embodiment of the present invention two;
Fig. 4 is the schematic flow sheet of the information processing method of the embodiment of the present invention three;
Fig. 5 is the schematic flow sheet of the information processing method of the embodiment of the present invention four;
Fig. 6 is the block schematic illustration of the electronic equipment of the embodiment of the present invention five;
Fig. 7 is the structure composition schematic diagram of the electronic equipment of the embodiment of the present invention six.
Detailed description of the invention
In order to more fully hereinafter understand feature and the technology contents of the embodiment of the present invention, below in conjunction with the accompanying drawings to this The realization of bright embodiment is described in detail, appended accompanying drawing purposes of discussion only for reference, is not used for limiting the embodiment of the present invention.
It it is below the definition explanation of key word in the embodiment of the present invention
Definition 1: event: event is the information carrier that description business gathers demand, is described in and occurs sometime a certain Place (physical/virtual) is by people/thing or the behavior with certain Meaning of Information of triggering automatically, and available three-layer classification uniquely determines One event, is defined as follows:
Event={class1, class2, class3, value, time, place, otherInfo}
Any one business demand all can be exchanged into one or more event.
Definition 2: object key word: the collection main body in business demand.
Definition 3: action key word: the action subject in business demand.
Fig. 1 is the schematic flow sheet of the information processing method of the embodiment of the present invention one, the information processing method in this example Applying electronic equipment.As it is shown in figure 1, described information processing method comprises the following steps:
Step 101: obtaining input information, described information is used for characterizing business objective.
In the embodiment of the present invention, described electronic equipment can be that the electronics such as notebook, desktop computer, all-in-one, server set Standby.
In the embodiment of the present invention, when picker proposes business demand, by the information input relevant to business demand to electricity (with reference to Fig. 2) in subset, the mode of input information is varied, such as, pass through keyboard mode inputting word information, by record Sound mode input voice information, by photographic head mode input video information etc..This example is with by keyboard mode input literary composition Explain as a example by word information.
In one example, input information is: understand how user uses mouse, it is seen then that the information representation of input business Target, i.e. business objective be: understands how user uses mouse.
In another example, input information is: understand the use frequency of front-facing camera, it is seen then that business objective is: understand The use frequency of front-facing camera.
Picker can be according to the corresponding information characterizing business objective of business demand input.This information can be text Information, it is also possible to be the other kinds of information such as voice messaging.
Step 102: resolve described information, extracts the first key message and the second crucial letter from described information Breath.
In the embodiment of the present invention, the purpose resolving described information is to extract the first crucial letter from described information Breath and the second key message.
Here, the first key message refers to that object key word, business key word are the collection main bodys in business demand.Second Key message refers to that action key word, event key word are the action subjects in business demand.
Such as, input information is: understand how user uses mouse, after this information is resolved, and the first crucial letter Breath is: mouse;Second key message is: how to use.
The most such as, input information is: understand the use frequency of front-facing camera, after resolving this information, first Key message is: front-facing camera;Second key message is: use frequency.
In the embodiment of the present invention, the mode resolving information is the most varied, analysis mode and the concrete shape of information Formula is relevant, when information is text message, the information of picker's input is carried out text analyzing, automatically identifies object therein Key word and action keyword.When information is voice messaging, after voice messaging can be converted into the text message of correspondence, then Object key word therein and action keyword is automatically identified from text message;Or directly automatically know from voice messaging Do not go out object key word therein and action keyword.
Step 103: generate corresponding with each key message with described second key message according to described first key message Identification parameter.
In the embodiment of the present invention, after automatically identifying the first key message and the second key message from information, the most certainly The dynamic identification parameter corresponding with each key message with described second key message generation according to described first key message.
Such as, the first key message is: mouse;Second key message is: how to use.Then the first key message is corresponding Identification parameter is: event_class1=" mouse ", and the identification parameter that the second key message is corresponding is: event_class2= " click ", event_class3=" times ".
Step 104: according to identification parameter each described, generates the parameter sets of described business objective, described parameter sets For characterizing the event that described business objective is corresponding.
In the embodiment of the present invention, the parameter sets of business objective characterizes the event that described business objective is corresponding, according to respectively Individual described identification parameter, generates the parameter sets of described business objective, is i.e. defined event, such as when each identification parameter For: when event_class1=" mouse ", event_class2=" click ", event_class3=" times ", event is fixed Justice is:
Event={mouse, click, times, value, time, place, null}
Wherein, mouse is mouse, corresponding to identification parameter event_class1;Click is for clicking on, corresponding to mark ginseng Number event_class2;Times is number of times, corresponding to identification parameter event_class3.Place is place, and null is for making by oneself Justice identification parameter field.
Visible, the technical scheme of the embodiment of the present invention, input information is identified automatically, from information, extracts each Key message, then generates corresponding identification parameter according to each key message, finally forms event definition.
Step 105: utilize the parameter sets of described business objective, calls data acquisition interface and gathers described business objective Data.
In the embodiment of the present invention, utilize the parameter sets of business objective, data acquisition interface can be called and gather described industry The data (with reference to Fig. 2) of business target.Here, data acquisition interface can but be not limited to be SDK interface.
The technical scheme of the embodiment of the present invention, passes through electronic equipment by the strongest event definition link the most loaded down with trivial details, professional Automatically identify so that this work of data acquisition participates in becoming general service personnel i.e. from the original professional that needs Can complete, improve collecting efficiency, shorten acquisition time.
Fig. 3 is the schematic flow sheet of the information processing method of the embodiment of the present invention two, the information processing method in this example Applying electronic equipment.As it is shown on figure 3, described information processing method comprises the following steps:
Step 301: obtaining input information, described information is used for characterizing business objective.
In the embodiment of the present invention, described electronic equipment can be that the electronics such as notebook, desktop computer, all-in-one, server set Standby.
In the embodiment of the present invention, when picker proposes business demand, by the information input relevant to business demand to electricity (with reference to Fig. 2) in subset, the mode of input information is varied, such as, pass through keyboard mode inputting word information, by record Sound mode input voice information, by photographic head mode input video information etc..This example is with by keyboard mode input literary composition Explain as a example by word information.
In one example, input information is: understand how user uses mouse, it is seen then that the information representation of input business Target, i.e. business objective be: understands how user uses mouse.
In another example, input information is: understand the use frequency of front-facing camera, it is seen then that business objective is: understand The use frequency of front-facing camera.
Picker can be according to the corresponding information characterizing business objective of business demand input.This information can be text Information, it is also possible to be the other kinds of information such as voice messaging.
Step 302: resolve described information, extracts the first key message and the second crucial letter from described information Breath.
In the embodiment of the present invention, the purpose resolving described information is to extract the first crucial letter from described information Breath and the second key message.
Here, the first key message refers to that object key word, business key word are the collection main bodys in business demand.Second Key message refers to that action key word, event key word are the action subjects in business demand.
Such as, input information is: understand how user uses mouse, after this information is resolved, and the first crucial letter Breath is: mouse;Second key message is: how to use.
The most such as, input information is: understand the use frequency of front-facing camera, after resolving this information, first Key message is: front-facing camera;Second key message is: use frequency.
In the embodiment of the present invention, the mode resolving information is the most varied, analysis mode and the concrete shape of information Formula is relevant, when information is text message, the information of picker's input is carried out text analyzing, automatically identifies object therein Key word and action keyword.When information is voice messaging, after voice messaging can be converted into the text message of correspondence, then Object key word therein and action keyword is automatically identified from text message;Or directly automatically know from voice messaging Do not go out object key word therein and action keyword.
Step 303: generate corresponding with each key message with described second key message according to described first key message Identification parameter.
In the embodiment of the present invention, after automatically identifying the first key message and the second key message from information, the most certainly The dynamic identification parameter corresponding with each key message with described second key message generation according to described first key message.
Such as, the first key message is: mouse;Second key message is: how to use.Then the first key message is corresponding Identification parameter is: event_class1=" mouse ", and the identification parameter that the second key message is corresponding is: event_class2= " click ", event_class3=" times ".
Step 304: according to identification parameter each described, generates the parameter sets of described business objective, described parameter sets For characterizing the event that described business objective is corresponding.
In the embodiment of the present invention, the parameter sets of business objective characterizes the event that described business objective is corresponding, according to respectively Individual described identification parameter, generates the parameter sets of described business objective, is i.e. defined event, such as when each identification parameter For: when event_class1=" mouse ", event_class2=" click ", event_class3=" times ", event is fixed Justice is:
Event={mouse, click, times, value, time, place, null}
Wherein, mouse is mouse, corresponding to identification parameter event_class1;Click is for clicking on, corresponding to mark ginseng Number event_class2;Times is number of times, corresponding to identification parameter event_class3.Place is place, and null is for making by oneself Justice identification parameter field.
Visible, the technical scheme of the embodiment of the present invention, input information is identified automatically, from information, extracts each Key message, then generates corresponding identification parameter according to each key message, finally forms event definition.
Step 305: after generating the parameter sets of described business objective, generates user-defined identification parameter according to arranging operation; Described user-defined identification parameter is added to the parameter sets of described business objective.
In the embodiment of the present invention, event definition can be modified operation by user, as by the event definition in step 304 It is revised as:
Event={mouse, click, times, value, time, place, { " user_id ": " userA "
That is: picker adds extra self-defined information { " user_id ": " userA of this event as required " }
Extra self-defined information indicates picker and wonders specifically used person.Such as, business demand collection person carried " user " this word in " understanding how user uses mouse " is labeled and describes.
Step 306: utilize the parameter sets of described business objective, calls data acquisition interface and gathers described business objective Data.
In the embodiment of the present invention, utilize the parameter sets of business objective, data acquisition interface can be called and gather described industry The data (with reference to Fig. 2) of business target.Here, data acquisition interface can but be not limited to be SDK interface.
The technical scheme of the embodiment of the present invention, passes through electronic equipment by the strongest event definition link the most loaded down with trivial details, professional Automatically identify so that this work of data acquisition participates in becoming general service personnel i.e. from the original professional that needs Can complete, improve collecting efficiency, shorten acquisition time.
Fig. 4 is the schematic flow sheet of the information processing method of the embodiment of the present invention three, the information processing method in this example Applying electronic equipment.As shown in Figure 4, described information processing method comprises the following steps:
Step 401: obtaining input information, described information is used for characterizing business objective.
In the embodiment of the present invention, described electronic equipment can be that the electronics such as notebook, desktop computer, all-in-one, server set Standby.
In the embodiment of the present invention, when picker proposes business demand, by the information input relevant to business demand to electricity (with reference to Fig. 2) in subset, the mode of input information is varied, such as, pass through keyboard mode inputting word information, by record Sound mode input voice information, by photographic head mode input video information etc..This example is with by keyboard mode input literary composition Explain as a example by word information.
In one example, input information is: understand how user uses mouse, it is seen then that the information representation of input business Target, i.e. business objective be: understands how user uses mouse.
In another example, input information is: understand the use frequency of front-facing camera, it is seen then that business objective is: understand The use frequency of front-facing camera.
Picker can be according to the corresponding information characterizing business objective of business demand input.This information can be text Information, it is also possible to be the other kinds of information such as voice messaging.
Step 402: resolve described information, extracts the first key message and the second crucial letter from described information Breath.
In the embodiment of the present invention, the purpose resolving described information is to extract the first crucial letter from described information Breath and the second key message.
Here, the first key message refers to that object key word, business key word are the collection main bodys in business demand.Second Key message refers to that action key word, event key word are the action subjects in business demand.
Such as, input information is: understand how user uses mouse, after this information is resolved, and the first crucial letter Breath is: mouse;Second key message is: how to use.
The most such as, input information is: understand the use frequency of front-facing camera, after resolving this information, first Key message is: front-facing camera;Second key message is: use frequency.
In the embodiment of the present invention, the mode resolving information is the most varied, analysis mode and the concrete shape of information Formula is relevant, when information is text message, the information of picker's input is carried out text analyzing, automatically identifies object therein Key word and action keyword.When information is voice messaging, after voice messaging can be converted into the text message of correspondence, then Object key word therein and action keyword is automatically identified from text message;Or directly automatically know from voice messaging Do not go out object key word therein and action keyword.
Step 403: generate corresponding with each key message with described second key message according to described first key message Identification parameter.
In the embodiment of the present invention, after automatically identifying the first key message and the second key message from information, the most certainly The dynamic identification parameter corresponding with each key message with described second key message generation according to described first key message.
Such as, the first key message is: mouse;Second key message is: how to use.Then the first key message is corresponding Identification parameter is: event_class1=" mouse ", and the identification parameter that the second key message is corresponding is: event_class2= " click ", event_class3=" times ".
Step 404: according to identification parameter each described, generates the parameter sets of described business objective, described parameter sets For characterizing the event that described business objective is corresponding.
In the embodiment of the present invention, the parameter sets of business objective characterizes the event that described business objective is corresponding, according to respectively Individual described identification parameter, generates the parameter sets of described business objective, is i.e. defined event, such as when each identification parameter For: when event_class1=" mouse ", event_class2=" click ", event_class3=" times ", event is fixed Justice is:
Event={mouse, click, times, value, time, place, null}
Wherein, mouse is mouse, corresponding to identification parameter event_class1;Click is for clicking on, corresponding to mark ginseng Number event_class2;Times is number of times, corresponding to identification parameter event_class3.Place is place, and null is for making by oneself Justice identification parameter field.
Visible, the technical scheme of the embodiment of the present invention, input information is identified automatically, from information, extracts each Key message, then generates corresponding identification parameter according to each key message, finally forms event definition.
Step 405: utilize the parameter sets of described business objective, calls data acquisition interface and gathers described business objective Data.
In the embodiment of the present invention, utilize the parameter sets of business objective, data acquisition interface can be called and gather described industry The data (with reference to Fig. 2) of business target.Here, data acquisition interface can but be not limited to be SDK interface.
The technical scheme of the embodiment of the present invention, passes through electronic equipment by the strongest event definition link the most loaded down with trivial details, professional Automatically identify so that this work of data acquisition participates in becoming general service personnel i.e. from the original professional that needs Can complete, improve collecting efficiency, shorten acquisition time.
Step 406: according to the one or more key messages in described first key message and described second key message, The parameter sets being associated with the one or more key message is searched, wherein, with the one or more in data base The parameter sets that key word is associated is for characterizing the correlating event of described business objective;Export the association thing of described business objective Part.
In the embodiment of the present invention, after event being defined according to input information, it is also possible to according to the first pass of event Key information and/or described second key message, search the key message with event in other data bases (also referred to as data source) The parameter sets (also referred to as other events) being associated, then, inputs to user by the event being associated.Visible, the present invention is real Execute the business demand that picker proposes by example and carried out more deep analysis, combine big data search, search match with What this event was associated be present in other kinds information source occurs in the event in each application scenarios, from big data Angle for adopting Collection person recommends all kinds of extension collection event, has promoted the development of data collection industry.
Fig. 5 is the schematic flow sheet of the information processing method of the embodiment of the present invention four, the information processing method in this example Applying electronic equipment.As it is shown in figure 5, described information processing method comprises the following steps:
Step 501: obtaining input information, described information is used for characterizing business objective.
In the embodiment of the present invention, described electronic equipment can be that the electronics such as notebook, desktop computer, all-in-one, server set Standby.
In the embodiment of the present invention, when picker proposes business demand, by the information input relevant to business demand to electricity (with reference to Fig. 2) in subset, the mode of input information is varied, such as, pass through keyboard mode inputting word information, by record Sound mode input voice information, by photographic head mode input video information etc..This example is with by keyboard mode input literary composition Explain as a example by word information.
In one example, input information is: understand how user uses mouse, it is seen then that the information representation of input business Target, i.e. business objective be: understands how user uses mouse.
In another example, input information is: understand the use frequency of front-facing camera, it is seen then that business objective is: understand The use frequency of front-facing camera.
Picker can be according to the corresponding information characterizing business objective of business demand input.This information can be text Information, it is also possible to be the other kinds of information such as voice messaging.
Step 502: when resolving described information, in conjunction with the identification parameter of mark, extracts from described information First key message and the second key message.
In the embodiment of the present invention, the purpose resolving described information is to extract the first crucial letter from described information Breath and the second key message.
Here, the first key message refers to that object key word, business key word are the collection main bodys in business demand.Second Key message refers to that action key word, event key word are the action subjects in business demand.
Such as, input information is: understand how user uses mouse, after this information is resolved, and the first crucial letter Breath is: mouse;Second key message is: how to use.
The most such as, input information is: understand the use frequency of front-facing camera, after resolving this information, first Key message is: front-facing camera;Second key message is: use frequency.
In the embodiment of the present invention, the mode resolving information is the most varied, analysis mode and the concrete shape of information Formula is relevant, when information is text message, the information of picker's input is carried out text analyzing, automatically identifies object therein Key word and action keyword.When information is voice messaging, after voice messaging can be converted into the text message of correspondence, then Object key word therein and action keyword is automatically identified from text message;Or directly automatically know from voice messaging Do not go out object key word therein and action keyword.
Step 503: generate corresponding with each key message with described second key message according to described first key message Identification parameter.
In the embodiment of the present invention, after automatically identifying the first key message and the second key message from information, the most certainly The dynamic identification parameter corresponding with each key message with described second key message generation according to described first key message.
Such as, the first key message is: mouse;Second key message is: how to use.Then the first key message is corresponding Identification parameter is: event_class1=" mouse ", and the identification parameter that the second key message is corresponding is: event_class2= " click ", event_class3=" times ".
Additionally, the number of described second key message is one or more;When the number of described second key message is many Time individual, from multiple second key messages, match the second key message being associated with described first key message;According to institute Described second key message stating the first key message and match generates the identification parameter corresponding with each key message.
Such as: identifying object key word is " mouse ", then mated for " mouse ";Identify action key word " to make With ", also needing object key word is mated, precisely define its behavior, the behavior such as " mouse " is " click ", just will Its coupling is " click ", and the behavior for " touch screen " is " touch ", is just mated for " touch ".And action key word can Have multiple, determine according to the semantic analysis of business demand.Here, object key word category level is higher than action key word.
Step 504: according to identification parameter each described, generates the parameter sets of described business objective, described parameter sets For characterizing the event that described business objective is corresponding.
In the embodiment of the present invention, the parameter sets of business objective characterizes the event that described business objective is corresponding, according to respectively Individual described identification parameter, generates the parameter sets of described business objective, is i.e. defined event, such as when each identification parameter For: when event_class1=" mouse ", event_class2=" click ", event_class3=" times ", event is fixed Justice is:
Event={mouse, click, times, value, time, place, null}
Wherein, mouse is mouse, corresponding to identification parameter event_class1;Click is for clicking on, corresponding to mark ginseng Number event_class2;Times is number of times, corresponding to identification parameter event_class3.Place is place, and null is for making by oneself Justice identification parameter field.
Visible, the technical scheme of the embodiment of the present invention, input information is identified automatically, from information, extracts each Key message, then generates corresponding identification parameter according to each key message, finally forms event definition.
Step 505: after generating the parameter sets of described business objective, to the one or more marks in described parameter sets Parameter is labeled.
In the embodiment of the present invention, it is proposed that self study feedback mechanism: add self study feedback mechanism during automatically identifying, That is: the business demand automatically according to picker's input identify event fixed after, the event of conversion automatically can be carried out by picker Mark and change, these marks and change can recorded in system in turn, then correct the parser of step 502, carry The high accuracy analyzed.
Step 506: utilize the parameter sets of described business objective, calls data acquisition interface and gathers described business objective Data.
In the embodiment of the present invention, utilize the parameter sets of business objective, data acquisition interface can be called and gather described industry The data (with reference to Fig. 2) of business target.Here, data acquisition interface can but be not limited to be SDK interface.
The technical scheme of the embodiment of the present invention, passes through electronic equipment by the strongest event definition link the most loaded down with trivial details, professional Automatically identify so that this work of data acquisition participates in becoming general service personnel i.e. from the original professional that needs Can complete, improve collecting efficiency, shorten acquisition time.
It is automatic that what the embodiment of the present invention proposed automatically identify collection event and self-study mechanism ensure that event Identify and be in the circulation of improvement certainly that accuracy constantly promotes.Recognition correct rate is the highest, and practicality and effectiveness are the highest.
Fig. 6 is the block schematic illustration of the electronic equipment of the embodiment of the present invention five, and as shown in Figure 6, described electronic equipment includes:
Logging modle 61: record automatically generates all key messages in event procedure, including: original service demand, carries Refining analyze object key word, conversion after action key word, automatically organize the formation of complete event definition and user couple Event is modified the final event definition obtained.
Automatically identification module 62: identification module acts on business demand automatically, and business demand carries out semantic analysis, extracts Go out all object key words in business demand and action key word.
Keywords matching module 63: the object key word and the action key word that identify automatic identification module carry out key Word is changed, and is " mouse " as identified object key word, is then mated for " mouse ";Identify action key word " to use ", Also needing object key word is carried out semantic analysis, precisely define its behavior, the behavior such as " mouse " is " click ", just will Its coupling is " click ", and the behavior for " touch screen " is " touch ", is just mated for " touch ".And action key word can Have multiple, determine according to the semantic analysis of business demand.Object key word category level is higher than action key word.
Event organization module 64: the result that automatic identification module and Keywords matching module can be exported by event organization module It is organized into complete event definition.
Intelligent recommendation module 65: this module has two aspect effects: (1) objective data aspect: can be automatically according to user's Incoming event matches recommendation event, and such as picker's input " gathers the booting computer time ", then Auto-matching goes out " to gather computer Unused time " such event automatically change complete pusher and recommend to picker.(2) subjective data aspect: can be according to parsing After key word, utilize big data searching technology, from the focus of other information sources (such as electricity business's platform, forum etc.) capture user With application scenarios, thus collection event extending to other application scenarios, such as picker's input " understands how user uses Mus Mark ", then can automatically find out the information comprising key word " mouse " in other information sources: user is playing games, listening music, IMU The evaluation to mouse mentioned in the scenes such as news and service condition, thus collection event can be expanded by only focusing on this point of mouse Open up other and use scene: gather user and play games, listen the scene information such as music, instant messaging, thus expand in concrete field Mouse service condition in scape.
Self-learning module 66: it is excellent that the event definition corrected according to the event definition automatically generated and user carries out self study Change, constantly promote event definition accuracy.
When performing the information processing method of the embodiment of the present invention with the electronic equipment shown in Fig. 6, in one example, the method Including:
1) business demand of supposition picker is: " understanding how user uses mouse ".
Business demand=" understanding how user uses mouse "
2) after logging modle recorded business demand, automatic identification module just carries out semantic analysis to business demand, analyzes Go out object key word therein and action key word.
Object key word=" mouse ", action key word=" use "
3) the object key word identified and action key word can be mated and divide by Keywords matching module further Analysis, is converted to key definition:
Object key word → event_class1=" mouse ",
Action key word 1 → event_class2=" click ",
Action key word 2 → event_class3=" times "
4) all key words can be organized together by event organization module, the event definition formed, as ultimately generated This event be:
Event={mouse, click, times, value, time, place, null}
5) if user receives this event definition, directly use.Modified as needed to, then can be directly to later event Modify, then submit to, as will be as above event be revised as:
Event={mouse, click, times, value, time, place, { " user_id ": " userA "
That is: picker adds the extra self-defined information of this event as required.
6), after the business demand " how understanding user uses mouse " of picker being automatically converted to event definition, intelligence pushes away Recommend module and can further business demand be carried out extraction analysis.After extracting " mouse ", " use " these keywords, will basis This keyword goes other information source match information, such as matches user and can mention mouse when playing games, thus collection is swum Play event as expanding event recommendation to picker, with help picker clearly in concrete scene user for the demand of mouse With actually used situation.
7) during this revision and feedback will pass back to our event self-generating code, fixed to system by self-learning module Justice and Manual definition carry out further machine learning, learn make new advances rule or promote the matching degree of old rule.
As in this example, the extra self-defined information that picker increases is ID: user_id, shows that picker wants to know The concrete user in road.During the business demand that namely self-identifying program needs picker to be carried " understands how user uses mouse " " user " this word is labeled and describes.
Fig. 7 is the structure composition schematic diagram of the electronic equipment of the embodiment of the present invention six, as it is shown in fig. 7, described electronic equipment Including:
Input equipment 71, is used for obtaining input information, and described information is used for characterizing business objective;
Processing means 72, for resolving described information, extracts the first key message and the from described information Two key messages;The mark corresponding with each key message is generated with described second key message according to described first key message Parameter;According to identification parameter each described, generating the parameter sets of described business objective, described parameter sets is used for characterizing described The event that business objective is corresponding;
Communication interface 73, for utilizing the parameter sets of described business objective, calls data acquisition interface and gathers described industry The data of business target.
Described input equipment 71, is additionally operable to acquisition and arranges operation;
Described processing means 72, after being additionally operable to generate the parameter sets of described business objective, according to arrange operation generate from Definition identification parameter;Described user-defined identification parameter is added to the parameter sets of described business objective.
Described processing means 72, be additionally operable to according in described first key message and described second key message or Multiple key messages, search the parameter sets being associated with the one or more key message, wherein, with institute in data base State parameter sets that one or more key word is associated for characterizing the correlating event of described business objective;
Described electronic equipment also includes: output device 74, for exporting the correlating event of described business objective.
Described processing means 72, after being additionally operable to generate the parameter sets of described business objective, in described parameter sets One or more identification parameters are labeled;When described information is resolved, in conjunction with the identification parameter of mark, from described letter Breath extracts the first key message and the second key message.
The number of described second key message is one or more;
Described processing means 72, is additionally operable to when the number of described second key message is multiple, crucial from multiple second Information matches the second key message being associated with described first key message;According to described first key message and coupling Described second key message gone out generates the identification parameter corresponding with each key message.
Described electronic equipment also includes: storage device 75, all key messages during storing event definition, bag Include: original service demand, refine analyze object key word, conversion after action key word, automatically organize the formation of complete Event definition and user are modified the final event definition obtained to event.
It will be appreciated by those skilled in the art that each unit in the electronic equipment shown in Fig. 7 realizes before function can refer to State the associated description of information processing method and understand.
Between technical scheme described in the embodiment of the present invention, in the case of not conflicting, can be in any combination.
In several embodiments provided by the present invention, it should be understood that disclosed method and smart machine, Ke Yitong The mode crossing other realizes.Apparatus embodiments described above is only schematically, such as, and the division of described unit, only Being only a kind of logic function to divide, actual can have other dividing mode, such as when realizing: multiple unit or assembly can be tied Close, or be desirably integrated into another system, or some features can be ignored, or do not perform.It addition, shown or discussed each group The coupling each other of one-tenth part or direct-coupling or communication connection can be indirect by some interfaces, equipment or unit Coupling or communication connection, can be electrical, machinery or other form.
The above-mentioned unit illustrated as separating component can be or may not be physically separate, shows as unit The parts shown can be or may not be physical location, i.e. may be located at a place, it is also possible to be distributed to multiple network list In unit;Part or all of unit therein can be selected according to the actual needs to realize the purpose of the present embodiment scheme.
It addition, each functional unit in various embodiments of the present invention can be fully integrated in second processing unit, Can also be that each unit is individually as a unit, it is also possible to two or more unit are integrated in a unit; Above-mentioned integrated unit both can realize to use the form of hardware, it would however also be possible to employ the form that hardware adds SFU software functional unit is real Existing.
The above, the only detailed description of the invention of the present invention, but protection scope of the present invention is not limited thereto, and any Those familiar with the art, in the technical scope that the invention discloses, can readily occur in change or replace, should contain Cover within protection scope of the present invention.

Claims (10)

1. an information processing method, including:
Obtaining input information, described information is used for characterizing business objective;
Described information is resolved, from described information, extracts the first key message and the second key message;
The identification parameter corresponding with each key message is generated with described second key message according to described first key message;
According to identification parameter each described, generating the parameter sets of described business objective, described parameter sets is used for characterizing described The event that business objective is corresponding;
Utilize the parameter sets of described business objective, call data acquisition interface and gather the data of described business objective.
Information processing method the most according to claim 1, described method also includes:
After generating the parameter sets of described business objective, generate user-defined identification parameter according to arranging operation;
Described user-defined identification parameter is added to the parameter sets of described business objective.
Information processing method the most according to claim 1, described method also includes:
According to the one or more key messages in described first key message and described second key message, look in data base Look for the parameter sets being associated with the one or more key message, wherein, be associated with the one or more key word Parameter sets for characterizing the correlating event of described business objective;
Export the correlating event of described business objective.
Information processing method the most according to claim 1, described method also includes:
After generating the parameter sets of described business objective, the one or more identification parameters in described parameter sets are marked Note;
When described information is resolved, in conjunction with the identification parameter of mark, from described information, extract the first key message With the second key message.
5. according to the information processing method described in any one of Claims 1-4, wherein, the number of described second key message is One or more;Described method also includes:
When the number of described second key message is multiple, match crucial with described first from multiple second key messages The second key message that information is associated;
The described mark ginseng corresponding with each key message with described second key message generation according to described first key message Number, including:
The mark corresponding with each key message is generated with described second key message matched according to described first key message Know parameter.
6. an electronic equipment, including:
Input equipment, is used for obtaining input information, and described information is used for characterizing business objective;
Processing means, for resolving described information, extracts the first key message and the second key from described information Information;The identification parameter corresponding with each key message is generated with described second key message according to described first key message; According to identification parameter each described, generating the parameter sets of described business objective, described parameter sets is used for characterizing described business The event that target is corresponding;
Communication interface, for utilizing the parameter sets of described business objective, calls data acquisition interface and gathers described business objective Data.
Electronic equipment the most according to claim 6, wherein,
Described input equipment, is additionally operable to acquisition and arranges operation;
Described processing means, after being additionally operable to generate the parameter sets of described business objective, generates self-defined mark according to arranging operation Know parameter;Described user-defined identification parameter is added to the parameter sets of described business objective.
Electronic equipment the most according to claim 6, wherein, described processing means, it is additionally operable to according to the described first crucial letter One or more key messages in breath and described second key message, search crucial with the one or more in data base The parameter sets that information is associated, wherein, the parameter sets being associated with the one or more key word is described for characterizing The correlating event of business objective;
Described electronic equipment also includes: output device, for exporting the correlating event of described business objective.
Electronic equipment the most according to claim 6, wherein, described processing means, it is additionally operable to generate described business objective After parameter sets, the one or more identification parameters in described parameter sets are labeled;Described information is being resolved Time, in conjunction with the identification parameter of mark, from described information, extract the first key message and the second key message.
10. according to the electronic equipment described in any one of claim 6 to 9, wherein, the number of described second key message is one Or it is multiple;
Described processing means, is additionally operable to when the number of described second key message is multiple, from multiple second key messages Match the second key message being associated with described first key message;According to described first key message and the institute matched State the second key message and generate the identification parameter corresponding with each key message.
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Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110472821A (en) * 2019-07-04 2019-11-19 深圳壹账通智能科技有限公司 Roadside assistance worksheet processing method, apparatus, computer equipment and storage medium
CN111553487A (en) * 2020-05-25 2020-08-18 支付宝(杭州)信息技术有限公司 Business object identification method and device

Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN105306281A (en) * 2015-12-03 2016-02-03 腾讯科技(深圳)有限公司 Information processing method and client
CN105488032A (en) * 2015-12-31 2016-04-13 杭州智蚁科技有限公司 Speech recognition input control method and system

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN105306281A (en) * 2015-12-03 2016-02-03 腾讯科技(深圳)有限公司 Information processing method and client
CN105488032A (en) * 2015-12-31 2016-04-13 杭州智蚁科技有限公司 Speech recognition input control method and system

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110472821A (en) * 2019-07-04 2019-11-19 深圳壹账通智能科技有限公司 Roadside assistance worksheet processing method, apparatus, computer equipment and storage medium
CN111553487A (en) * 2020-05-25 2020-08-18 支付宝(杭州)信息技术有限公司 Business object identification method and device
CN111553487B (en) * 2020-05-25 2021-04-27 支付宝(杭州)信息技术有限公司 Business object identification method and device

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