CN106934651A - A kind of advertisement information output intent and system for robot - Google Patents
A kind of advertisement information output intent and system for robot Download PDFInfo
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- CN106934651A CN106934651A CN201710033051.8A CN201710033051A CN106934651A CN 106934651 A CN106934651 A CN 106934651A CN 201710033051 A CN201710033051 A CN 201710033051A CN 106934651 A CN106934651 A CN 106934651A
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Abstract
The invention discloses a kind of advertisement information output intent and system for robot.Methods described includes:Acquisition is multi-modal to interactively enter data;Parse it is described it is multi-modal interactively enter data, obtain customer attribute information;Promotional content and the publicity output policy of the promotional content that acquisition is matched with the customer attribute information, wherein, the configurations match for publicizing output policy and the robot of the promotional content;According to the publicity output policy promotional content is exported to the user.Compared to prior art, the method according to the invention can greatly improve Consumer's Experience of the robot during providing advertisement information, improve the specific aim of advertising, optimize advertising efficiency, improve advertising effect.
Description
Technical field
The present invention relates to robot field, and in particular to a kind of advertisement information output intent and system for robot.
Background technology
In current production and living, advertising is a kind of common medium form, and its communication mode includes static map
Picture, word, sound and dynamic video etc. various modes.
With continuing to develop for robot technology, the increasing of intelligent robot is applied to the daily production of the mankind
In life.In order to expand the range of application of robot, in many application scenarios, robot is used as the output of advertising
Terminal.
But, in current technological accumulation and inheritance, the output content and output mode of advertising are directed to existing mostly
Common terminal (such as TV, radio, mobile phone, computer etc.) and set.Robot is used as a kind of more special emerging
Terminal, its output mode and application scenario are all different from existing common terminal.This results in the defeated of existing advertising
Go out content and output mode is not appropriate for robot output.Existing advertising information is exported using robot by force, no
Simply fail to reach the effect of publicity, and the Consumer's Experience of robot can be reduced, or even opposite the effect of publicity can be produced.
The content of the invention
The invention provides a kind of advertisement information output intent for robot, methods described includes:
Acquisition is multi-modal to interactively enter data;
Parse it is described it is multi-modal interactively enter data, obtain customer attribute information;
Promotional content and the publicity output policy of the promotional content that acquisition is matched with the customer attribute information, its
In, the configurations match for publicizing output policy and the robot of the promotional content;
According to the publicity output policy promotional content is exported to the user.
In one embodiment, it is described it is multi-modal interactively enter data including interactive contents data, user behavior gathered data,
User's Posture acquisition data, user emotion analyze data.
In one embodiment, the customer attribute information includes user's build-in attribute feature and user's custom analysis knot
Really, wherein:
User's build-in attribute feature includes user's sex, age, occupation and family background;
User's custom analysis result includes user action custom, work and rest custom, thinking habit and preference information.
In one embodiment, parse it is described it is multi-modal interactively enter data, obtain customer attribute information, wherein:
By robotic end multi-modal data is activation to robot cloud server is interactively entered by described;
By robot cloud server parsing it is described it is multi-modal interactively enter data, obtain customer attribute information.
In one embodiment, methods described also includes:
Gather response input data of the user for the advertisement information;
The response input data is parsed, the Extended Results analyze data of the advertisement information is obtained.
The invention allows for a kind of advertisement information output system for robot, the system includes:
Input acquisition module, it is configured to, and acquisition is multi-modal to interactively enter data;
Customer attribute information acquisition module, it is configured to, and parsing is multi-modal to interactively enter data, obtains customer attribute information;
Advertisement information acquisition module, it is configured to promotional content and a surname that acquisition is matched with the customer attribute information
The publicity output policy of content is passed, wherein, the configurations match for publicizing output policy and the robot of the promotional content;
Output module, it is configured to export the promotional content to the user according to the publicity output policy.
In one embodiment, the input acquisition module includes:
Interaction collecting unit, it is configured to gather interactive contents data;
Behavior collecting unit, it is configured to gather user behavior gathered data;
Attitude confirmation unit, it is configured to gather user's Posture acquisition data;
Mood confirmation unit, it is configured to gather user emotion analyze data.
In one embodiment, the user property acquisition module includes:
Build-in attribute analytic unit, it is configured to obtain user's build-in attribute feature, wherein, user's build-in attribute is special
Levy including user's sex, age, occupation and family background;
Custom analytic unit, it is configured to obtain user's custom analysis result, wherein, the user is accustomed to analysis result bag
Include user action custom, work and rest custom, thinking habit and preference information.
In one embodiment, the user property acquisition module is built into robot cloud server, and it is configured to:
Obtained from robotic end and described multi-modal interactively enter data;
Parse and described multi-modal interactively enter customer attribute information described in data acquisition.
In one embodiment, the system also includes that parsing module is responded in publicity, wherein:
The input acquisition module is additionally configured to gather response input data of the user for the advertisement information;
The publicity responds parsing module and is configured to parse the response input data, obtains the popularization of the advertisement information
Interpretation of result data.
Compared to prior art, the method according to the invention can greatly improve robot during providing advertisement information
Consumer's Experience, improve advertising specific aim, optimize advertising efficiency, improve advertising effect.
Further feature of the invention or advantage will be illustrated in the following description.Also, Partial Feature of the invention or
Advantage will be become apparent by specification, or be appreciated that by implementing the present invention.The purpose of the present invention and part
Advantage can be realized or obtained by specifically noted step in specification, claims and accompanying drawing.
Brief description of the drawings
Accompanying drawing is used for providing a further understanding of the present invention, and constitutes a part for specification, with reality of the invention
Apply example to be provided commonly for explaining the present invention, be not construed as limiting the invention.In the accompanying drawings:
Fig. 1, Fig. 2 and Fig. 4 are method flow diagrams according to embodiments of the present invention;
Fig. 3 is the partial process view of method according to an embodiment of the invention;
Fig. 5, Fig. 8 and Fig. 9 are system architecture sketches according to embodiments of the present invention;
Fig. 6 and Fig. 7 are components of system as directed structure diagrams according to embodiments of the present invention.
Specific embodiment
Describe embodiments of the present invention in detail below with reference to drawings and Examples, implementation personnel of the invention whereby
Can fully understand how application technology means solve technical problem for the present invention, and reach technique effect implementation process and according to
The present invention is embodied according to above-mentioned implementation process.If it should be noted that do not constitute conflict, each embodiment in the present invention
And each feature in each embodiment can be combined with each other, the technical scheme for being formed protection scope of the present invention it
It is interior.
In current production and living, advertising is a kind of common medium form, and its communication mode includes static map
Picture, word, sound and dynamic video etc. various modes.
With continuing to develop for robot technology, the increasing of intelligent robot is applied to the daily production of the mankind
In life.In order to expand the range of application of robot, in many application scenarios, robot is used as the output of advertising
Terminal.
But, in current technological accumulation and inheritance, the output content and output mode of advertising are directed to existing mostly
Common terminal (such as TV, radio, mobile phone, computer etc.) and set.Robot is used as a kind of more special emerging
Terminal, its output mode and application scenario are all different from existing common terminal.This results in the defeated of existing advertising
Go out content and output mode is not appropriate for robot output.Existing advertising information is exported using robot by force, no
Simply fail to reach the effect of publicity, and the Consumer's Experience of robot can be reduced, or even opposite the effect of publicity can be produced.
Regarding to the issue above, the present invention proposes a kind of advertisement information output intent for robot.
Common publicity scene mainly includes two key elements, and one is promotional content (needing that what is publicized), and two is publicity
The publicity output policy of content (takes which type of mode will advertise that content is exported, for example, the carrier (static map of promotional content
As, sound or video etc.), output opportunity (for example exporting timing node, frequency of promotional content etc.) etc.).
First against publicity output policy, because the hardware and existing media output hardware of robot itself are with very big
Difference, therefore, it is existing it is many publicity output policys be not particularly suited for the hardware configuration of robot (for example, some robots
Video Out is not had, the output of video class promotional content is carried out with it by force, then can only export the sound in video
Information, cannot realize predetermined the effect of publicity completely).For this problem, in an embodiment of the present invention, for robot
Configuration determines matched publicity output policy.In the range of ensureing that publicity output policy is limited without departing from the configuration of robot
On the premise of (for example, video class promotional content will not be given the robot for not possessing video frequency output carry out publicity output), to the greatest extent
Possible expansion publicity mode, so that robot plays the hardware characteristicses of itself when promotional content is exported, is optimal
The effect of publicity (for example, traditional media device does not possess Motor ability and many robot Motor abilities, for machine
The actuating mechanism configuration setting of people embodies the publicity output policy of promotional content using the action of robot).
In this manner it is possible to ensure the output effect of robot publicity output to greatest extent, robot is improved wide in output
Accuse the Consumer's Experience in information process.
Further, for promotional content, publicity is generally carried out using one-to-many broadcast mode in the prior art defeated
Go out, i.e., not can determine that the promotional content received by which user when promotional content is exported, even if based on output ground
The regulation and control of the output policys such as point, output opportunity, restriction that also can only be general receives the range set belonging to the user of promotional content
Close, and be unable to accurate user attribute.Which results in promotional content under many circumstances and the user for receiving the promotional content
Be it is unmatched (that is, the promotional content is had no interest or do not need the promotional content user have received publicity
Content), so as to cause the waste of publicity resource, publicity efficiency is greatly reduced, have impact on the effect of publicity.
Intelligent robot possesses certain independent behaviour ability and data collection and analysis ability, the use that can be faced to itself
Family carries out data acquisition and discriminance analysis to a certain extent.Based on the data-handling capacity of intelligent robot, at this
Invent in an embodiment, collection obtains customer attribute information;And further obtain the promotional content matched with customer attribute information
And the publicity output policy of promotional content.Can thus cause to export promotional content and the user's phase for receiving the promotional content
Matching (will advertise that content is sent in user's hand of demand), can thus accomplish point-to-point publicity output, to greatest extent
Publicity resource is make use of, the specific aim of advertising is improved, optimizes advertising efficiency, improve advertising effect.
Next the detailed process of method according to embodiments of the present invention is described in detail based on accompanying drawing, in the flow chart of accompanying drawing
The step of showing can perform in comprising the such as one group computer system of computer executable instructions.Although in flow charts
The logical order of each step is shown, but in some cases, can be performing shown different from order herein or retouch
The step of stating.
As shown in figure 1, robot obtains multi-modal interactively enter data (step S100) first;Then multi-modal friendship is parsed
Mutual input data (step S110), obtains customer attribute information (step S120);Next obtain and matched with customer attribute information
Promotional content and promotional content publicity output policy (step S130), wherein, the publicity output policy and machine of promotional content
The configurations match of device people;It is last to export promotional content (step S140) to user according to publicity output policy.
Compared to prior art, the method according to the invention can greatly improve robot during providing advertisement information
Consumer's Experience, improve advertising specific aim, optimize advertising efficiency, improve advertising effect.
In the flow shown in Fig. 1, one of key point is to gather the user property letter that can reflect user's actual conditions
Breath, so just can guarantee that the promotional content that obtains and publicity output policy match with the user for receiving the promotional content.
In order to get accurate, perfect customer attribute information, in an embodiment of the present invention, it is defeated that robot gathers multi-modal interaction
Enter data, parsing acquisition is carried out to customer attribute information from multiple dimensions.
Specifically, in one embodiment, robot get it is multi-modal interactively enter data including interactive contents data,
User behavior gathered data, user's Posture acquisition data, user emotion analyze data.
Further, in the prior art, description user is based primarily upon the build-in attribute feature of user, such as name, year
Age, occupation and family background etc..Although can to a certain extent infer the hobby need of user according to above-mentioned build-in attribute feature
Ask, but the inferred results scope that obtains is wide in range and with very big uncertainty.
For the matching degree between the user that improves promotional content as far as possible and receive the promotional content, in the present invention
In one embodiment, robot not only obtains user's build-in attribute feature by the multi-modal parsing for interactively entering data, and
Also by the way that to the multi-modal parsing acquisition user's custom analysis result for interactively entering data, (especially, robot is by history
The accumulation of gathered data, arrangement, analysis and summarize the custom analysis result of user).
Specifically, in one embodiment, robot analysis and arrangement is multi-modal to interactively enter the user property obtained after data
Information includes user's build-in attribute feature and user's custom analysis result, wherein:
User's build-in attribute feature includes user's sex, age, occupation and family background;
User's custom analysis result includes user action custom, work and rest custom, thinking habit and preference information.
Further, the generation of promotional content and publicity output policy is related to collection, the script of various publicity materials
Hold write, the data acquisition process operation of a series of complex such as content generation, it needs hardware processing capability higher and complexity
Operating environment can just realize.Simple data disposal ability and operation interface by robot itself cannot obtain complexity
The promotional content of content and publicity output policy setting.Therefore, in an embodiment of the present invention, robot believes user property
Breath is sent to robot cloud server;The promotional content of matching is obtained according to customer attribute information by robot cloud server
And publicity output policy;Then will advertise that content and publicity output policy are sent to machine by robot cloud server
People.
Further, due to customer attribute information be also required to experience to the multi-modal accumulation for interactively entering data, arrangements, divide
The complicated data handling procedure such as analysis could be obtained, therefore be to have to hardware processing capability support higher.In order to reduce number
According to processing pressure, in an embodiment of the present invention, robot is only responsible for the multi-modal acquisition operations for interactively entering data, and will be multiple
Miscellaneous Data Data treatment operation gives cloud server to be responsible for.Specifically, the multi-modal interaction that will be collected by robotic end
Input data is sent to robot cloud server;Then data are interactively entered by robot cloud server parsing is multi-modal,
Obtain customer attribute information.
As shown in Fig. 2 robotic end obtains multi-modal interactively enter data (step S200) first;Then will get
It is multi-modal to interactively enter data is activation to server end (robot cloud server).Specifically, robot is collecting multimode
State can be pre-processed to data according to demand after interactively entering data, carry out preliminary finishing analysis, then will be arranged again
Analysis result is sent to server end.
What received server-side robotic end was sended over multi-modal interactively enters data (or preliminary finishing analysis knot
Really) then parse it is multi-modal interactively enter data (step S210), obtain customer attribute information (step S211);And next obtain
Publicity output policy (step S220) of the promotional content and promotional content that are matched with customer attribute information is taken, wherein, in publicity
The publicity output policy of appearance and robot configurations match (specifically, server end obtains the configuration of robot from robot,
And the configuration with reference to robot in step S220 determines publicity output policy);Following server end will advertise that content and
Publicity output policy is sent to robotic end (step S221).
Promotional content and publicity output policy (step S230) that robotic end the reception server end sends, according to publicity
Output policy will advertise that content is exported and give user (step S231).
Further, in one embodiment, in step S230, promotional content and publicity that robotic end will be received
Output policy is preserved, so, it is only necessary to perform acquisition and promotional content and the publicity output policy of customer attribute information
Determination can realize exporting the publicity of user with long-term.
Further, in one embodiment, robot in the output procedure for carrying out promotional content (or output publicity in
After appearance) also collection user for advertisement information response input data (such as behavior of the user after promotional content is received,
Expression, language output etc.);Input data is responded in parsing, obtains the Extended Results analyze data of advertisement information;Most backward circular letter
Provider's output Extended Results analyze data of breath, so that advertisement information provider can timely and accurately understand circular letter
The effect of publicity of breath, so that timely adjustment publicity strategy or the further deep service of offer.
In above-mentioned flow, can locally be completed in robot for the analysis for responding input data.In order to reduce machine
The data processing pressure at people end, in one embodiment, can also complete for the analysis for responding input data in server end.Such as
Shown in Fig. 3, after robot exports promotional content (step S300), response input data (step S310) of user is gathered, then
Will respond input data be sent to server end (or to respond input data carry out preliminary treatment, result is sent to
Server end) (step S320).Received server-side responds input data (step S330), and (step is parsed to it
S340), Extended Results analysis result data (step S350) of current advertisement information are obtained, then to the provider of advertisement information
Output Extended Results analyze data (step S360).
Further, in one embodiment, it is not defeated for current response when Extended Results analyze data is obtained
Entering data carries out what timely analysis was obtained, but input data is responded in accumulation, and solution is sufficient for when response input data runs up to
Just parsed during the data volume of analysis.
Further, in some application scenarios, robot is not to only serve sole user, and different use
The promotional content and publicity output policy that family is matched are different, and the user faced in robot is accomplished by when changing
The flow shown in Fig. 1 or Fig. 2 is performed again, that is, repeat the acquisition and promotional content and publicity output of customer attribute information
The determination of strategy, this certainly will bring the data processing pressure higher (either pair all can band with robotic end or server end
Carry out very big data processing load).For this problem, in one embodiment, robot obtains the promotional content of user's matching
And publicize output policy and it is associated into preservation with ID.During interpersonal interaction is carried out, robot is known first
Other current user identities, then extract the promotional content and publicity output policy that are associated with active user to carry out publicizing defeated
Go out.
As shown in figure 4, robotic end obtain first it is multi-modal interactively enter data, multi-modal interactively entered what is got
Data is activation is to server end (step S400);What received server-side robotic end was sended over multi-modal interactively enters data
After parse this it is multi-modal interactively enter data, obtain customer attribute information (step S410);And next obtain and user property
The promotional content of information matches and the publicity output policy of promotional content simultaneously will advertise that content and publicity output policy are sent to
Robotic end (step S420).
Promotional content and publicity output policy (step S430) that robotic end the reception server end sends, will receive
Promotional content and publicity the corresponding user of output policy ID association preserve (step S431).
When man-machine interaction is started, robot collection is multi-modal to interactively enter the identity (step that data recognize current user
Rapid S440), the publicity that then extraction is associated with current user identities from the promotional content and publicity output policy that have preserved
Content and publicity output policy (step S450);And exported according to publicity for the user in the interactive process after
Strategy carries out the output (step S460) of promotional content.
Further, in actual application scenarios, the promotional content and publicity output policy that user is matched are meetings
Change.Its main cause is included:
(1) customer attribute information changes causes promotional content and publicity based on determined by customer attribute information
Output policy changes.
Because certain user's attribute information of individual subscriber reason changes, such as user preference, currently it is accustomed to demand
Change.Or, the multi-modal accumulation for interactively entering data or the change of data analysis pattern collected with robot
Change, the customer attribute information for getting changes.For example, user's custom analysis result is more careful specific.
(2) in some application scenarios, customer attribute information does not change, due to publicizing the change of demand, matching
The promotional content and publicity output policy of user change.
Such as advertisement information provider abandons original publicity object, then publicizes new publicity object.
Therefore, in one embodiment, when robot gets new promotional content and publicity output policy, using new
Promotional content and publicity output policy replace the original promotional content and publicity output policy for preserving, and after
New promotional content is exported based on new publicity output policy in interactive process.
Specifically, robot obtains the multi-modal of change interactively enters data so as to update customer attribute information.According to most
New customer attribute information determines the promotional content matched with user and publicity output policy.
Or, server end according to original customer attribute information use new generting machanism generate new promotional content with
And publicity output policy, robot is directly from the new promotional content of received server-side and publicity output policy.
Based on the method for the present invention, the invention allows for a kind of advertisement information output system for intelligent robot.
As shown in figure 5, system is included:
Input acquisition module 500, its construction is configured to obtain and multi-modal interactively enters data in robotic end;
User property acquisition module 510, it is configured to, and parsing is multi-modal to interactively enter data, obtains customer attribute information;
Advertisement information acquisition module 520, it is configured to promotional content and a surname that acquisition is matched with customer attribute information
The publicity output policy of content is passed, wherein, the publicity output policy and the configurations match of robot of promotional content;
Output module 530, it is configured to export promotional content to user according to publicity output policy.
Further, as shown in fig. 6, in one embodiment, input acquisition module 600 includes:
Interaction collecting unit 601, it is configured to gather interactive contents data;
Behavior collecting unit 602, it is configured to gather user behavior gathered data;
Attitude confirmation unit 603, it is configured to gather user's Posture acquisition data;
Mood confirmation unit 604, it is configured to gather user emotion analyze data.
Further, as shown in fig. 7, in one embodiment, user property acquisition module 710 includes:
Build-in attribute analytic unit 711, it is configured to obtain user's build-in attribute feature, wherein, user's build-in attribute is special
Levy including user's sex, age, occupation and family background;
Custom analytic unit 712, it is configured to obtain user's custom analysis result, wherein, user's custom analysis result bag
Include user action custom, work and rest custom, thinking habit and preference information.
Further, in one embodiment, user property acquisition module is built into robot cloud server, and it is matched somebody with somebody
It is set to:Data are interactively entered from robotic end acquisition is multi-modal;Parsing is multi-modal to interactively enter user property described in data acquisition
Information.
Further, in one embodiment, advertisement information acquisition module includes a surname constructed in robot cloud server
Pass information generating unit, its promotional content for being configured to determine according to customer attribute information and send matching and publicity output plan
Slightly.The circular letter for receiving the advertisement information generation unit promotional content for sending and publicizing output policy is configured with robotic end
Breath receiving unit.
As shown in figure 8, robotic end is configured with input acquisition module 800, advertisement information receiving unit 822 and output mould
Block 830.Robot cloud server is configured with user property acquisition module 810 and advertisement information generation unit 821.
Further, in one embodiment, system also includes that parsing module is responded in publicity, wherein:
Input acquisition module is additionally configured to gather response input data of the user for advertisement information;
Publicity responds parsing module and is configured to parsing response input data, obtains the Extended Results analysis number of advertisement information
According to.
Further, in one embodiment, publicity responds parsing module construction in robot cloud server.Such as Fig. 9 institutes
Show, robotic end is configured with input acquisition module 900, advertisement information receiving unit 922 and output module 930.Robot cloud
End server constructs have user property acquisition module 910, advertisement information generation unit 921 and publicity to respond parsing module 940.
While it is disclosed that implementation method as above, but described content is only to facilitate understanding the present invention and adopting
Implementation method, is not limited to the present invention.Method of the present invention can also have other various embodiments.Without departing substantially from
In the case of essence of the present invention, those of ordinary skill in the art work as can make various corresponding changes or change according to the present invention
Shape, but these corresponding changes or deformation should all belong to scope of the claims of the invention.
Claims (10)
1. a kind of advertisement information output intent for robot, it is characterised in that methods described includes:
Acquisition is multi-modal to interactively enter data;
Parse it is described it is multi-modal interactively enter data, obtain customer attribute information;
Promotional content and the publicity output policy of the promotional content that acquisition is matched with the customer attribute information, wherein, institute
State the publicity output policy of promotional content and the configurations match of the robot;
According to the publicity output policy promotional content is exported to the user.
2. method according to claim 1, it is characterised in that the multi-modal data that interactively enter include interaction content number
According to, user behavior gathered data, user's Posture acquisition data, user emotion analyze data.
3. method according to claim 1, it is characterised in that the customer attribute information includes user's build-in attribute feature
And user's custom analysis result, wherein:
User's build-in attribute feature includes user's sex, age, occupation and family background;
User's custom analysis result includes user action custom, work and rest custom, thinking habit and preference information.
4. the method according to any one of claim 1-3, it is characterised in that parsing is described multi-modal to interactively enter number
According to, customer attribute information is obtained, wherein:
By robotic end multi-modal data is activation to robot cloud server is interactively entered by described;
By robot cloud server parsing it is described it is multi-modal interactively enter data, obtain customer attribute information.
5. the method according to any one of claim 1-3, it is characterised in that methods described also includes:
Gather response input data of the user for the advertisement information;
The response input data is parsed, the Extended Results analyze data of the advertisement information is obtained.
6. a kind of advertisement information output system for robot, it is characterised in that the system includes:
Input acquisition module, it is configured to, and acquisition is multi-modal to interactively enter data;
Customer attribute information acquisition module, it is configured to, and parsing is multi-modal to interactively enter data, obtains customer attribute information;
Advertisement information acquisition module, it is configured to obtain in the promotional content that is matched with the customer attribute information and the publicity
The publicity output policy of appearance, wherein, the configurations match for publicizing output policy and the robot of the promotional content;
Output module, it is configured to export the promotional content to the user according to the publicity output policy.
7. system according to claim 6, it is characterised in that the input acquisition module includes:
Interaction collecting unit, it is configured to gather interactive contents data;
Behavior collecting unit, it is configured to gather user behavior gathered data;
Attitude confirmation unit, it is configured to gather user's Posture acquisition data;
Mood confirmation unit, it is configured to gather user emotion analyze data.
8. system according to claim 6, it is characterised in that the user property acquisition module includes:
Build-in attribute analytic unit, it is configured to obtain user's build-in attribute feature, wherein, user's build-in attribute feature bag
Include user's sex, age, occupation and family background;
Custom analytic unit, it is configured to obtain user's custom analysis result, wherein, user's custom analysis result includes using
Family motor habit, work and rest custom, thinking habit and preference information.
9. the system according to any one of claim 6-8, it is characterised in that the user property acquisition module is constructed
In robot cloud server, it is configured to:
Obtained from robotic end and described multi-modal interactively enter data;
Parse and described multi-modal interactively enter customer attribute information described in data acquisition.
10. the system according to any one of claim 6-8, it is characterised in that the system also includes that solution is responded in publicity
Analysis module, wherein:
The input acquisition module is additionally configured to gather response input data of the user for the advertisement information;
The publicity responds parsing module and is configured to parse the response input data, obtains the Extended Results of the advertisement information
Analyze data.
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