CN110096525A - Calibrate method, apparatus, equipment and the storage medium of interest point information - Google Patents
Calibrate method, apparatus, equipment and the storage medium of interest point information Download PDFInfo
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- CN110096525A CN110096525A CN201910356705.XA CN201910356705A CN110096525A CN 110096525 A CN110096525 A CN 110096525A CN 201910356705 A CN201910356705 A CN 201910356705A CN 110096525 A CN110096525 A CN 110096525A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/24—Querying
- G06F16/245—Query processing
- G06F16/2457—Query processing with adaptation to user needs
Abstract
This application discloses method, apparatus, equipment and the storage mediums of calibration interest point information, belong to technical field of information processing.The described method includes: obtaining interest point information to be calibrated, interest point information is used to indicate point of interest；The determining and to be calibrated matched target user of interest point information, the quantity of target user are one or more；Obtain the return information that target user is directed to interest point information to be calibrated；And interest point information to be calibrated is calibrated according to return information.The application is calibrated by user for the return information of interest point information to be calibrated, the processes such as searching for point of interest picture is omitted, is compared, so that the fast speed of calibration interest point information, improves the efficiency of calibration interest point information.
Description
Technical field
This application involves technical field of information processing, in particular to a kind of method, apparatus, equipment for calibrating interest point information
And storage medium.
Background technique
More and more application programs are provided for indicate that the point of interest letter of POI (Point of Interest, point of interest)
Breath, in order to which user carries out the selection of POI by way of navigation interest point information.Wherein, interest point information includes connection electricity
The much informations such as words, business hours.Since interest point information may change, thus need to carry out school to interest point information
Standard, to guarantee the accuracy of interest point information.
The relevant technologies provide a kind of method of manual calibration interest point information.Wherein, calibration personnel is by interest point information
The information for being included with the point of interest picture searched is compared, and the information realization for being included according to point of interest picture is to interest
The calibration of point information.
However, calibration personnel searching for point of interest picture, the processes such as be compared needed for the time it is longer, thus the relevant technologies
The speed for calibrating interest point information is slow, low efficiency.
Summary of the invention
The embodiment of the present application provides a kind of method, apparatus, equipment and storage medium for calibrating interest point information, to solve
The problem of the relevant technologies calibration speed is slow, low efficiency.The technical solution is as follows:
On the one hand, a kind of method for calibrating interest point information is provided, which comprises
Interest point information to be calibrated is obtained, the interest point information is used to indicate point of interest；
It is determining with the matched target user of interest point information to be calibrated, the quantity of the target user be one or
It is multiple；
Obtain the return information that the target user is directed to the interest point information to be calibrated；And
The interest point information to be calibrated is calibrated according to the return information.
Optionally, the determination and the step of the interest point information to be calibrated matched target user, comprising:
Determine the information type of the interest point information to be calibrated；And
It is determining with the matched scene of the information type, using user relevant to the scene as with it is described to be calibrated
The matched target user of interest point information.
Optionally, described using user relevant to the scene as matched with the interest point information to be calibrated
Before the step of target user, further includes:
Collect the behavioural information for referring to user；And
Based on user relevant to the scene described in the behavioural information determination with reference to user.
Optionally, described the step of obtaining interest point information to be calibrated, comprising:
The user's original content for being directed to the point of interest is obtained, by interest point information indicated by user's original content
As the interest point information to be calibrated；Or
Detection is directed to the user behavior of the point of interest, determines that the point of interest to be calibrated is believed according to the user behavior
Breath.
Optionally, described to obtain the target user for the step of the return information of the interest point information to be calibrated
Suddenly, comprising:
Send the topic for the interest point information to be calibrated respectively to each target user；And
It obtains each target user and is directed to the reply that the topic is made, obtain for the point of interest to be calibrated
The return information of information.
Optionally, the described the step of interest point information to be calibrated is calibrated according to the return information, comprising:
If the quantity of the target user is multiple, the selection satisfaction from the return information of the multiple target user
The return information of condition；
The return information for meeting condition is polymerize, target retro information is determined according to polymerization result；
The interest point information to be calibrated is calibrated based on the target retro information.
Optionally, the polymerization result is used to indicate the quantity of every kind of return information in the return information of the condition of satisfaction, institute
State the step of target retro information is determined according to polymerization result, comprising:
Quantity and the reply for meeting condition based on every kind of return information in the return information for meeting condition
The total quantity of information obtains the confidence value of every kind of return information；And
Return information using confidence value not less than reference threshold is as the target retro information.
On the one hand, a kind of device for calibrating interest point information is provided, described device includes:
First obtains module, and for obtaining interest point information to be calibrated, the interest point information is used to indicate point of interest；
Determining module, for the determining and matched target user of interest point information to be calibrated, the target user
Quantity be one or more；
Second obtains module, believes for obtaining the target user for the reply of the interest point information to be calibrated
Breath；And
Calibration module, for calibrating the interest point information to be calibrated according to the return information.
Optionally, the determining module, for determining the information type of the interest point information to be calibrated；And
It is determining with the matched scene of the information type, using user relevant to the scene as with it is described to be calibrated
The matched target user of interest point information.
Optionally, described device further include: collection module, for collecting the behavioural information for referring to user；And
Based on user relevant to the scene described in the behavioural information determination with reference to user.
Optionally, described first module is obtained, for obtaining the user's original content for being directed to the point of interest, by the use
Interest point information indicated by the original content of family is as the interest point information to be calibrated；Or
Detection is directed to the user behavior of the point of interest, determines that the point of interest to be calibrated is believed according to the user behavior
Breath.
Optionally, described second module is obtained, for being sent respectively to each target user for described to be calibrated
Interest point information topic；And
It obtains each target user and is directed to the reply that the topic is made, obtain for the point of interest to be calibrated
The return information of information.
Optionally, the calibration module, if for the target user quantity be it is multiple, from the multiple target user
The return information in selection meet the return information of condition；
The return information for meeting condition is polymerize, target retro information is determined according to polymerization result；And
The interest point information to be calibrated is calibrated based on the target retro information.
Optionally, the polymerization result is used to indicate the quantity of every kind of return information in the return information of the condition of satisfaction, institute
Calibration module is stated, for the quantity based on every kind of return information in the return information for meeting condition and described meets item
The total quantity of the return information of part obtains the confidence value of every kind of return information；And
Return information using confidence value not less than reference threshold is as the target retro information.
On the one hand, a kind of equipment for calibrating interest point information is provided, the equipment includes memory and processor；It is described
At least one instruction is stored in memory, at least one instruction is loaded and executed by the processor, to realize this Shen
The method that interest point information please be calibrated provided in any possible embodiment of embodiment various aspects or various aspects.
On the other hand, a kind of readable storage medium storing program for executing is provided, which is characterized in that at least one is stored in the storage medium
Item instruction, described instruction are loaded by processor and are executed to realize that the embodiment of the present application various aspects or any of various aspects can
The method of interest point information is calibrated provided in the embodiment of energy.
Technical solution bring beneficial effect provided by the embodiments of the present application includes at least:
The embodiment of the present application is calibrated by user for the return information of interest point information to be calibrated, is omitted
Searching for point of interest picture such as is compared at the processes, so that the fast speed of calibration interest point information, improves calibration interest
The efficiency of point information.
Detailed description of the invention
In order to more clearly explain the technical solutions in the embodiments of the present application, make required in being described below to embodiment
Attached drawing is briefly described, it should be apparent that, the drawings in the following description are only some examples of the present application, for
For those of ordinary skill in the art, without creative efforts, it can also be obtained according to these attached drawings other
Attached drawing.
Fig. 1 is implementation environment schematic diagram provided by the embodiments of the present application；
Fig. 2 is the flow chart of the method for calibration interest point information provided by the embodiments of the present application；
Fig. 3 is the schematic diagram of the method for calibration interest point information provided by the embodiments of the present application；
Fig. 4 is the schematic diagram of the method for calibration interest point information provided by the embodiments of the present application；
Fig. 5 is the structural schematic diagram of the device of calibration interest point information provided by the embodiments of the present application；
Fig. 6 is the structural schematic diagram of terminal provided by the embodiments of the present application.
Specific embodiment
To make the object, technical solutions and advantages of the present invention clearer, below in conjunction with attached drawing to embodiment party of the present invention
Formula is described in further detail.
More and more application programs are provided for indicate that the interest point information of POI, in order to which user passes through navigation interest
The mode of point information carries out the selection of POI.Wherein, interest point information include but is not limited to telephone number, business hours etc. it is a variety of
Information.It since interest point information may change, thus needs to calibrate interest point information, to guarantee point of interest
The accuracy of information.
The relevant technologies provide a kind of method of manual calibration interest point information.Wherein, calibration personnel is by interest point information
The information for being included with the point of interest picture searched is compared, and the information realization for being included according to point of interest picture is to interest
The calibration of point information.Alternatively, calibration personnel passes through the staff of phone contact point of interest and carries out inquiry, according to staff
Reply calibrate interest point information.
However, calibration personnel searching for point of interest picture, be compared and the processes such as phone contact needed for the time it is longer,
Thus the efficiency of the relevant technologies calibration interest point information is lower.In addition, the point of interest picture that calibration personnel is searched is included
Information it is usually limited, cause the type for the interest point information that can be calibrated less.If also, the point of interest picture searched
Clarity is lower, can also reduce the accuracy of calibration.As can be seen that the calibration effect of the relevant technologies is poor.
The embodiment of the invention provides a kind of methods for calibrating interest point information, and this method can be applied to as shown in Figure 1
In implementation environment.In Fig. 1, including at least one terminal 11 and server 12, server 12 can be communicatively coupled with terminal 11,
To obtain the relevant information for calibrating interest point information from terminal 11.
Wherein, terminal 11 can be any one and can be handed over user by keyboard, touch tablet, touch screen, remote controler, voice
Mutually or one or more modes such as handwriting equipment carry out the electronic product of human-computer interaction, such as PC (Personal Computer,
Personal computer), it is mobile phone, smart phone, PDA (Personal Digital Assistant, personal digital assistant), wearable
Equipment, palm PC PPC (Pocket PC), tablet computer, intelligent vehicle device, smart television, intelligent sound box etc..
Server 12 can be a server, be also possible to the server cluster being made of multiple servers, either
One cloud computing service center.
Those skilled in the art will be understood that above-mentioned terminal 11 and server 12 are only for example, other are existing or from now on may be used
The terminal or server that can occur such as are applicable to the application, should also be included within the application protection scope, and herein to draw
It is incorporated herein with mode.
Based on above-mentioned implementation environment shown in FIG. 1, referring to fig. 2, the embodiment of the invention provides a kind of calibration point of interest letters
The method of breath, this method can be applied in server shown in FIG. 1.As shown in Fig. 2, this method comprises:
Step 201, interest point information to be calibrated is obtained, interest point information is used to indicate point of interest.
Wherein, POI refers to entity relevant to mankind's interest place.For example, the trade companies such as restaurant, cinema, supermarket, hospital
It can be used as POI.POI information is used to indicate POI, can be understood POI by browsing POI information.In the present embodiment
In, POI information includes but is not limited to telephone number, business hours, title, classification, set membership, business status, address, mark
The information such as whether label, POI repeat, whether display diagram and POI match.
It should be noted that title refers to the appellation of POI, and classification refers to classification belonging to POI, such as entitled " A is super
The classification of the POI in city " is " supermarket ".Set membership refers to the subordinate or inclusion relation between a POI and other POI, example
If " A supermarket " is located in " market A ", then " A supermarket " and " market A " has set membership.Business status includes normal business, dress
Repairing various states, the address such as suspend business includes number and/or latitude and longitude information.Label includes for being identified to POI
And the keyword of publicity, such as the label of " A supermarket " can be " net is red ", then it is higher to identify attention rate suffered by " A supermarket ".
Whether POI, which repeats, refers to: whether POI is same POI with other POI.Display diagram is possible be comprising above-mentioned except displaying
One of POI information other than figure or a variety of pictures.Display diagram refers to whether POI matches: whether display diagram is POI's
Interior outdoor scene picture.
Due to POI information may change with the time and change, to cause the inaccuracy of POI information.Therefore,
It needs to obtain the POI information of possible inaccuracy as POI information to be calibrated, POI information to be calibrated is calibrated, from
And guarantee the accuracy of POI information.Optionally, it includes but is not limited to three kinds following for obtaining the mode of POI information to be calibrated:
The first acquisition modes: obtaining the UGC (User Generated Content, user's original content) for being directed to POI,
Using interest point information indicated by UGC as POI information to be calibrated.
Wherein, UGC include comment, put question to, answer and notes, user can by written form, speech form or
At least one of visual form delivers the UGC for POI.It is directed to any POI, if the UGC that user is delivered is text
Form, then can to text carry out semantics recognition, i.e., identification text corresponding to semanteme, using POI information indicated by semanteme as
POI information to be calibrated.For example, the UGC that user is delivered is the comment of " number of offer can not be put through ", then it can pass through semanteme
It identifies to determine that semantic is " number inaccuracy ", to phone numbers as POI information to be calibrated.In a kind of optional reality
It applies in mode, NLP (Natural Language Processing, natural language processing) Lai Shixian semantics recognition can be passed through.
If the UGC that user is delivered is speech form, speech recognition is carried out to voice signal first, voice signal is turned
Turn to text.And then semantics recognition is carried out to obtained text, using POI information indicated by semanteme as POI to be calibrated
Information is herein no longer repeated here semantics recognition.If the UGC that user is delivered is visual form, first to vision signal
Picture identification and speech recognition are carried out, to understand semanteme indicated by vision signal, then POI information indicated by semanteme is made
For POI information to be calibrated.
Second of acquisition modes: detection is directed to the user behavior of point of interest, and interest to be calibrated is determined according to user behavior
Point information.
In view of in the case where POI information inaccuracy, the behavior relevant to POI that user is carried out is also likely to be present different
Often.Therefore, the present embodiment can be directed to the user behavior of POI by detecting, to obtain the abnormal behaviour of user, thus according to exception
Behavior determines POI information to be calibrated.
For example, if detecting, user dials the phone exception (such as access failure) of POI, can phone numbers as to be calibrated
POI information.Alternatively, detecting user after having browsed POI information by terminal and having navigated and reach POI, exist immediately from
Open the abnormal behaviour of POI, then it can be using business hours or business status as POI information to be calibrated.Alternatively, detecting user
POI information is being browsed by terminal and is being navigated, but is existing and repeats abnormal behaviour that is mobile and not reaching POI, then may be used
Using address as POI information to be calibrated.
The third acquisition modes: reference POI information is used as to POI information to be calibrated.
It wherein, with reference to POI information may include one of all POI information or a variety of.POI will be referred to every the reference time
Information then can be achieved to calibrate the regular batch of POI information as POI information to be calibrated, and the reference of batch calibration every time
POI information included by POI information may be the same or different.In addition, the present embodiment is not limited the reference time,
It can rule of thumb be selected, such as the reference time can be six months.
Certainly, in addition to above-mentioned several acquisition modes, POI information to be calibrated can also be obtained using other modes, this
Application embodiment is not limited this.No matter to be calibrated POI information is obtained using which kind of mode, it is to be calibrated getting
POI information after, can trigger determining with the matched target user of POI information to be calibrated.
Step 202, determining with the matched target user of interest point information to be calibrated, the quantity of target user be one or
It is multiple.
Target user is for providing information relevant to calibrating.In a kind of optional embodiment, with POI to be calibrated
The target user of information matches includes but is not limited to: the consumer-user of POI, the staff user of POI, third party user with
And crowdsourcing user.Wherein, third party user, which refers to, provides APP (Application, the application of POI information for runing and safeguarding
Program) user.Crowdsourcing user refers to the user for undertaking outsourcing task, such as undertakes the jockey of dispatching task and can be used as crowd
Wrap user.In addition to this, target user can also be businessman user, such as position indicated by point of interest is shop A, then target
User can be the staff of shop A and perhaps the registration user of shop A or manage the user etc. of shop A.
Further, it is contemplated that it is different that information relevant to calibration provided by different target user is likely to be suited for calibration
The POI information to be calibrated of type, thus the present embodiment can also determine and POI information phase to be calibrated in the following way
Matched target user, to guarantee the accuracy of calibration.Optionally it is determined that being used with the matched target of interest point information to be calibrated
Family, comprising: determine the information type of interest point information to be calibrated；And the determining and matched scene of information type, it will be with field
The relevant user of scape as with the matched target user of interest point information to be calibrated.
Wherein, each information type may include one or more POI information to be calibrated, each information type and it is a kind of or
There are matching relationships for several scenes.Therefore, after obtaining POI information to be calibrated, it may be determined that belonging to the POI information to be calibrated
Information type, and according to matching relationship obtain with the matched one or more scenes of the information type, then will with it is identified
The relevant user of every kind of scene is as target user.
In the present embodiment, scene include but is not limited to will reach POI, be currently located at POI, once reach POI and
Reside in POI nearby etc..Due to need will user relevant to scene as target user, thus will with it is identified often
Before the relevant user of kind scene is as target user, method provided by the present embodiment further include: collect the row for referring to user
For information；And user relevant to scene is determined based on the behavioural information of reference user.
Wherein, with reference to user in addition to may include the consumer-user of above-mentioned POI, the staff user of POI, third party's use
Other than family and crowdsourcing user, it may also include a variety of users such as user of the POI nearby within the scope of reference zone, different reference use
Family can be distinguished by user identifier.
Behavioural information includes behavioural information on the line carried out with reference to user's using terminal, and with reference to user in practical sky
Behavioural information under the interior line carried out.Activity by detecting user collects behavioural information on line, such as subscribe, be lined up,
Register, connect WIFI (Wireless Fidelity, WiMAX), payment, using discount coupon, comment on, deliver picture or view
Frequently, the behavioural informations such as put question to, answer, recommend and thumb up.By GPS, (Global Positioning System, the whole world are fixed
Position system) etc. positioning methods collect line under behavioural information, such as in real space it is real-time stop and move or history
The behavioural informations such as mobile and stop.
After collecting the behavioural information with reference to user, it can be determined based on the behavioural information with reference to user related to scene
User.Referring to table 1, every kind of scene is corresponding with one or more behavioural informations, if the behavioural information with reference to user corresponds to
A kind of scene, then this is user relevant to the scene with reference to user.For example, in table 1, if any carry out with reference to user
Payment, then can determine this with reference to user be user corresponding with the scene for being currently located at POI, and then using this with reference to user as
With the matched target user of POI information to be calibrated.
Table 1
| POI will be reached | It is currently located at POI | Once reach POI |
| It is subscribed on line | It registers on line | Comment |
| It is lined up on line | Connect WIFI | Question/answer |
| It moves down the line to POI | Payment/use discount coupon | Recommend |
| Comment on/video of attaching pictures | It thumbs up | |
| POI is stayed in real time | History stays in POI |
In addition, can correspond to for residing in the scene near POI and stay in the behavioural information near POI in the reference period.
For example, can confirm that this is inhabited near POI with reference to user if any stay near POI with reference to user in the period at night, into
And confirms this and can provide information relevant to calibration with reference to user.Therefore, though this with reference to user do not carry out it is relevant to POI
Behavioural information still relevant to scene near POI is resided in can match this with reference to user as with POI information to be calibrated
Target user.
It should be noted that behavioural information collected by from the description above, applies also for second in step 201
Acquisition modes.Then second of acquisition modes can detect abnormal behaviour from the behavioural information of collection, come further according to abnormal behaviour true
Fixed POI information to be calibrated.
Since target user matches for providing information relevant to calibrating, thus determining with POI information to be calibrated
Target user after, can further obtain target user be directed to interest point information to be calibrated return information, be detailed in step
Rapid 203.
Step 203, the return information that target user is directed to interest point information to be calibrated is obtained.
Wherein, return information is the information provided by target user for being calibrated to POI information to be calibrated.It can
Selection of land, the mode for obtaining return information include: the topic sent respectively to each target user for interest point information to be calibrated
Mesh；And obtain each target user and be directed to the reply that topic is made, it obtains believing for the reply of interest point information to be calibrated
Breath.
For the sending method of topic, it can be provided in terminal used in target user and obtain entrance, and used and " would you please
Answer " etc. mark word the acquisition entrance is identified.Then terminal is initiated when detecting that the acquisition entrance is selected to topic
Acquisition request, at this time can to terminal used in target user send be directed to POI information to be calibrated topic.
Topic for POI information to be calibrated includes but is not limited at least one of multiple-choice question or question-and-answer problem.Its
In, the multiple-choice question for POI information to be calibrated includes two or more options, and the reply that target user makes is that target is used
The selected option in family.For example, POI information to be calibrated is telephone number, then it can be to terminal used in each target user
Send for telephone number multiple-choice question " telephone number 1234? ", two options included by the multiple-choice question are "Yes"
And "No".After terminal used in target user receives multiple-choice question, if detecting any option selected by target user
In, then the option that target user is chosen is returned, to realize using the selected option of target user as return information, is obtained
For the return information of POI information to be calibrated.
In addition, if the topic of POI information to be calibrated includes question-and-answer problem, except through sending multiple-choice question, using target
Other than the selected option in family is as return information, return information, target can also be obtained by way of sending question-and-answer problem
The reply that user makes is the answer that target user is inputted.In this approach, terminal used in target user provides jump
It is transferred to mouth, this jumps entrance and is selected if detecting, interface shown by terminal jumps to reference interface.Reference interface provides
For the topic and input frame of POI information to be calibrated, target user can be answered after browsing topic by input frame input
Case, correspondingly, the answer that the target user that terminal will test is inputted is as return information, to obtain for be calibrated
The return information of POI information.
Further, for the POI information to be calibrated of different information types, the target user for sending topic is also different.
Referring to Fig. 3, if POI information to be calibrated is telephone number or business hours, topic is sent to will to reach POI/ current
Positioned at the user of POI.If POI information to be calibrated is title, classification, set membership, business status, address, label or POI
Whether repeat, is then sent to reach topic POI/ and be currently located at POI/ and once reached POI/ and resides in use near POI
Family.
If POI information to be calibrated is whether display diagram matches with POI, topic can be sent to all users, owned
User both may include that will reach POI/ and be currently located at POI/ and once reached POI/ to reside in user near POI, may also comprise
The consumer-user of the POI to illustrate in step 202, the staff user of POI, third party user and crowdsourcing user.
From in Fig. 3 it can also be seen that get target user for POI information to be calibrated return information after,
POI information to be calibrated can be further calibrated according to return information, to realize the calibration of POI information.
Step 204, interest point information to be calibrated is calibrated according to return information.
Wherein, if the quantity of target user be one, can directly be calibrated according to the return information of the target user to
The POI information of calibration.Still with for POI information to be calibrated select entitled " telephone number 1234? " for, if with
The selected option in family is "Yes", i.e., return information is "Yes", then can confirm 1234 for correct telephone number, thus completion pair
The calibration of POI information to be calibrated.
If the quantity of target user be it is multiple, need to be obtained according to the return information of multiple target users a target return
Complex information completes the calibration to POI information to be calibrated further according to the target retro information.Furthermore, it is contemplated that multiple targets
There may be the return informations for the condition that is unsatisfactory in the return information of user, thus the present embodiment provides following methods to carry out basis
Return information calibrates POI information to be calibrated, if method include: target user quantity be it is multiple, from multiple target users'
Selection meets the return information of condition in return information；The return information for the condition that meets is polymerize, it is true according to polymerization result
Set the goal return information；And interest point information to be calibrated is calibrated based on target retro information.
Wherein, the return information for meeting condition may include meeting return information provided by the target user of condition, full
The target user of sufficient condition includes the target user that credit value is higher than referential data, the i.e. preferable target user of credit rating.When
So, the present embodiment is not limited the return information for the condition that meets, such as the answer that return information is inputted by target user
In the case where, the return information for meeting condition can also include that number of words is higher than the return information for referring to number of words, i.e. content is more rich
The substantial return information of richness.By the return information for selecting to meet condition, the not high return information of reference value can be weeded out,
To ensure that the accuracy of calibration.
Later, the return information for the condition that meets can be polymerize, target retro information is determined according to polymerization result.?
In a kind of optional embodiment, polymerization result is used to indicate the quantity of every kind of return information in the return information of the condition of satisfaction.
Referring to fig. 4, target retro information is determined according to polymerization result, comprising: every kind of reply letter in the return information based on the condition that meets
The quantity of breath, and meet the total quantity of the return information of condition, obtain the confidence value of every kind of return information；And it will set
Reliability numerical value is not less than the return information of reference threshold as target retro information.
As can be seen that the reply that as statistics meets condition is believed to the process that the return information for the condition that meets is polymerize
The process of the quantity of every kind of return information in breath.For example, the return information for meeting condition is the selected option of target user, then
The process being polymerize is to count the number for the target user for selecting each option.
Then, the quantity based on every kind of return information, and meet the total quantity of the return information of condition, to obtain every kind
The confidence value of return information.Optionally, for every kind of return information, by the quantity of the return information and condition can be met
Confidence value of the ratio of the total quantity of return information as the return information, and confidence value is not less than reference threshold
Return information as target retro information, reference threshold can rule of thumb be chosen.
For example, the quantity for replying the target user of return information A is 5 for the return information A for meeting condition, then should
The quantity of return information A is 5.Other than return information A, the return information for meeting condition further includes return information B, and is replied
The quantity of the target user of return information B is 8, i.e., the quantity of return information B is 8, then meets the total of the return information of condition
Quantity is 13.Therefore, for return information A, confidence value=5/13 (about 0.38).And it is directed to return information B, confidence level
Numerical value=8/13 (about 0.62).If reference threshold is 0.5, using return information B as target retro information.
Certainly, if there are two or the confidence values of multiple return informations be above reference threshold, can will wherein confidence
The highest return information of degree value is as target retro information.After obtaining target retro information, it can be returned based on target
Complex information calibrates POI information to be calibrated, to be finally completed the calibration to POI information to be calibrated.
In conclusion the embodiment of the present application carries out school for the return information of interest point information to be calibrated by user
The processes such as searching for point of interest picture is omitted, is compared in standard, so that the fast speed of calibration interest point information, is improved
The efficiency of calibration interest point information.
Further, due to user can field exploring point of interest, thus the letter that return information provided by user is included
It is more, also more accurate to cease.Therefore, the type for the interest information for making it possible to calibrate is less, and the accuracy of calibration is also higher.
Based on same idea, the present embodiment additionally provides a kind of device for calibrating interest point information, referring to Fig. 5, the device
Include:
First obtains module 501, and for obtaining interest point information to be calibrated, interest point information is used to indicate point of interest；
Determining module 502, for the determining and to be calibrated matched target user of interest point information, the quantity of target user
For one or more；
Second obtains module 503, the return information for being directed to interest point information to be calibrated for obtaining target user；And
Calibration module 504, for calibrating interest point information to be calibrated according to return information.
Optionally it is determined that module 502, for determining the information type of interest point information to be calibrated；And
It is determining with the matched scene of information type, using user relevant to scene as with interest point information to be calibrated
The target user matched.
Optionally, device further include: collection module, for collecting the behavioural information for referring to user；And
User relevant to scene is determined based on the behavioural information of reference user.
Optionally, first module 501 is obtained, it is for obtaining the user's original content for being directed to point of interest, user is original interior
Hold indicated interest point information as interest point information to be calibrated；Or
Detection is directed to the user behavior of point of interest, and interest point information to be calibrated is determined according to user behavior.
Optionally, second module 503 is obtained, is directed to point of interest letter to be calibrated for sending respectively to each target user
The topic of breath；And
It obtains each target user and is directed to the reply that topic is made, obtain believing for the reply of interest point information to be calibrated
Breath.
Optionally, calibration module 504, if for target user quantity be it is multiple, from the reply of multiple target users believe
Selection meets the return information of condition in breath；
The return information for the condition that meets is polymerize, target retro information is determined according to polymerization result；And
Interest point information to be calibrated is calibrated based on target retro information.
Optionally, polymerization result is used to indicate the quantity of every kind of return information in the return information of the condition of satisfaction, calibrating die
Block 504, for the quantity of every kind of return information in the return information based on the condition that meets, and meet the return information of condition
Total quantity obtains the confidence value of every kind of return information；And
Return information using confidence value not less than reference threshold is as target retro information.
In conclusion the embodiment of the present application carries out school for the return information of interest point information to be calibrated by user
The processes such as searching for point of interest picture is omitted, is compared in standard, so that the fast speed of calibration interest point information, is improved
The efficiency of calibration interest point information.
Further, due to user can field exploring point of interest, thus the letter that return information provided by user is included
It is more, also more accurate to cease.Therefore, the type for the interest information for making it possible to calibrate is less, and the accuracy of calibration is also higher.
Referring to Fig. 6, it illustrates a kind of structures for the terminal 600 for calibrating interest point information provided by the embodiments of the present application to show
It is intended to.The terminal 600 can be portable mobile termianl, such as: smart phone, tablet computer, MP3 player (Moving
Picture Experts Group Audio Layer III, dynamic image expert's compression standard audio level 3), MP4
(Moving Picture Experts Group Audio Layer IV, dynamic image expert's compression standard audio level 4) is broadcast
Put device, laptop or desktop computer.Terminal 600 be also possible to referred to as user equipment, portable terminal, laptop terminal,
Other titles such as terminal console.
In general, terminal 600 includes: processor 601 and memory 602.
Processor 601 may include one or more processing cores, such as 4 core processors, 6 core processors etc..Place
Reason device 601 can use DSP (Digital Signal Processing, Digital Signal Processing), FPGA (Field-
Programmable Gate Array, field programmable gate array), PLA (Programmable Logic Array, may be programmed
Logic array) at least one of example, in hardware realize.Processor 601 also may include primary processor and coprocessor, master
Processor is the processor for being handled data in the awake state, also referred to as CPU (Central Processing
Unit, central processing unit)；Coprocessor is the low power processor for being handled data in the standby state.?
In some embodiments, processor 601 can be integrated with GPU (Graphics Processing Unit, image processor),
GPU is used to be responsible for the rendering and drafting of content to be shown needed for display screen.In some embodiments, processor 601 can also be wrapped
AI (Artificial Intelligence, artificial intelligence) processor is included, the AI processor is for handling related machine learning
Calculating operation.
Memory 602 may include one or more computer readable storage mediums, which can
To be non-transient.Memory 602 may also include high-speed random access memory and nonvolatile memory, such as one
Or multiple disk storage equipments, flash memory device.In some embodiments, the non-transient computer in memory 602 can
Storage medium is read for storing at least one instruction, at least one instruction performed by processor 601 for realizing this Shen
Please in embodiment of the method provide calibration interest point information method.
In some embodiments, terminal 600 is also optional includes: peripheral device interface 603 and at least one peripheral equipment.
It can be connected by bus or signal wire between processor 601, memory 602 and peripheral device interface 603.Each peripheral equipment
It can be connected by bus, signal wire or circuit board with peripheral device interface 603.Specifically, peripheral equipment includes: radio circuit
604, at least one of touch display screen 605, camera 606, voicefrequency circuit 607, positioning component 608 and power supply 609.
Peripheral device interface 603 can be used for I/O (Input/Output, input/output) is relevant outside at least one
Peripheral equipment is connected to processor 601 and memory 602.In some embodiments, processor 601, memory 602 and peripheral equipment
Interface 603 is integrated on same chip or circuit board；In some other embodiments, processor 601, memory 602 and outer
Any one or two in peripheral equipment interface 603 can realize on individual chip or circuit board, the present embodiment to this not
It is limited.
Radio circuit 604 is for receiving and emitting RF (Radio Frequency, radio frequency) signal, also referred to as electromagnetic signal.It penetrates
Frequency circuit 604 is communicated by electromagnetic signal with communication network and other communication equipments.Radio circuit 604 turns electric signal
It is changed to electromagnetic signal to be sent, alternatively, the electromagnetic signal received is converted to electric signal.Optionally, radio circuit 604 wraps
It includes: antenna system, RF transceiver, one or more amplifiers, tuner, oscillator, digital signal processor, codec chip
Group, user identity module card etc..Radio circuit 604 can be carried out by least one wireless communication protocol with other terminals
Communication.The wireless communication protocol includes but is not limited to: Metropolitan Area Network (MAN), each third generation mobile communication network (2G, 3G, 4G and 6G), wireless office
Domain net and/or WiFi (Wireless Fidelity, Wireless Fidelity) network.In some embodiments, radio circuit 604 may be used also
To include the related circuit of NFC (Near Field Communication, wireless near field communication), the application is not subject to this
It limits.
Display screen 605 is for showing UI (User Interface, user interface).The UI may include figure, text, figure
Mark, video and its their any combination.When display screen 605 is touch display screen, display screen 605 also there is acquisition to show
The ability of the touch signal on the surface or surface of screen 605.The touch signal can be used as control signal and be input to processor
601 are handled.At this point, display screen 605 can be also used for providing virtual push button and/or dummy keyboard, also referred to as soft button and/or
Soft keyboard.In some embodiments, display screen 605 can be one, and the front panel of terminal 600 is arranged；In other embodiments
In, display screen 605 can be at least two, be separately positioned on the different surfaces of terminal 600 or in foldover design；In still other reality
It applies in example, display screen 605 can be flexible display screen, be arranged on the curved surface of terminal 600 or on fold plane.Even, it shows
Display screen 605 can also be arranged to non-rectangle irregular figure, namely abnormity screen.Display screen 605 can use LCD (Liquid
Crystal Display, liquid crystal display), OLED (Organic Light-Emitting Diode, Organic Light Emitting Diode)
Etc. materials preparation.
CCD camera assembly 606 is for acquiring image or video.Optionally, CCD camera assembly 606 include front camera and
Rear camera.In general, the front panel of terminal is arranged in front camera, the back side of terminal is arranged in rear camera.One
In a little embodiments, rear camera at least two is main camera, depth of field camera, wide-angle camera, focal length camera shooting respectively
Any one in head, to realize that main camera and the fusion of depth of field camera realize background blurring function, main camera and wide-angle
Camera fusion realizes that pan-shot and VR (Virtual Reality, virtual reality) shooting function or other fusions are clapped
Camera shooting function.In some embodiments, CCD camera assembly 606 can also include flash lamp.Flash lamp can be monochromatic warm flash lamp,
It is also possible to double-colored temperature flash lamp.Double-colored temperature flash lamp refers to the combination of warm light flash lamp and cold light flash lamp, can be used for not
With the light compensation under colour temperature.
Voicefrequency circuit 607 may include microphone and loudspeaker.Microphone is used to acquire the sound wave of user and environment, and will
Sound wave, which is converted to electric signal and is input to processor 601, to be handled, or is input to radio circuit 604 to realize voice communication.
For stereo acquisition or the purpose of noise reduction, microphone can be separately positioned on the different parts of terminal 600 to be multiple.Mike
Wind can also be array microphone or omnidirectional's acquisition type microphone.Loudspeaker is then used to that processor 601 or radio circuit will to be come from
604 electric signal is converted to sound wave.Loudspeaker can be traditional wafer speaker, be also possible to piezoelectric ceramic loudspeaker.When
When loudspeaker is piezoelectric ceramic loudspeaker, the audible sound wave of the mankind can be not only converted electrical signals to, it can also be by telecommunications
Number the sound wave that the mankind do not hear is converted to carry out the purposes such as ranging.In some embodiments, voicefrequency circuit 607 can also include
Earphone jack.
Positioning component 608 is used for the current geographic position of positioning terminal 600, to realize navigation or LBS (Location
Based Service, location based service).Positioning component 608 can be the GPS (Global based on the U.S.
Positioning System, global positioning system), the dipper system of China, Russia Gray receive this system or European Union
The positioning component of Galileo system.
Power supply 609 is used to be powered for the various components in terminal 600.Power supply 609 can be alternating current, direct current,
Disposable battery or rechargeable battery.When power supply 609 includes rechargeable battery, which can support wired charging
Or wireless charging.The rechargeable battery can be also used for supporting fast charge technology.
In some embodiments, terminal 600 further includes having one or more sensors 610.The one or more sensors
610 include but is not limited to: acceleration transducer 611, gyro sensor 612, pressure sensor 613, fingerprint sensor 614,
Optical sensor 616 and proximity sensor 616.
The acceleration that acceleration transducer 610 can detecte in three reference axis of the coordinate system established with terminal 600 is big
It is small.For example, acceleration transducer 611 can be used for detecting component of the acceleration of gravity in three reference axis.Processor 601 can
With the acceleration of gravity signal acquired according to acceleration transducer 611, touch display screen 605 is controlled with transverse views or longitudinal view
Figure carries out the display of user interface.Acceleration transducer 611 can be also used for the acquisition of game or the exercise data of user.
Gyro sensor 612 can detecte body direction and the rotational angle of terminal 600, and gyro sensor 612 can
To cooperate with acquisition user to act the 3D of terminal 600 with acceleration transducer 611.Processor 601 is according to gyro sensor 612
Following function may be implemented in the data of acquisition: when action induction (for example changing UI according to the tilt operation of user), shooting
Image stabilization, game control and inertial navigation.
The lower layer of side frame and/or touch display screen 605 in terminal 600 can be set in pressure sensor 613.Work as pressure
When the side frame of terminal 600 is arranged in sensor 613, user can detecte to the gripping signal of terminal 600, by processor 601
Right-hand man's identification or prompt operation are carried out according to the gripping signal that pressure sensor 613 acquires.When the setting of pressure sensor 613 exists
When the lower layer of touch display screen 605, the pressure operation of touch display screen 605 is realized to UI circle according to user by processor 601
Operability control on face is controlled.Operability control includes button control, scroll bar control, icon control, menu
At least one of control.
Fingerprint sensor 614 is used to acquire the fingerprint of user, collected according to fingerprint sensor 614 by processor 601
The identity of fingerprint recognition user, alternatively, by fingerprint sensor 614 according to the identity of collected fingerprint recognition user.It is identifying
When the identity of user is trusted identity out, the user is authorized to execute relevant sensitive operation, the sensitive operation packet by processor 601
Include solution lock screen, check encryption information, downloading software, payment and change setting etc..Terminal can be set in fingerprint sensor 614
600 front, the back side or side.When being provided with physical button or manufacturer Logo in terminal 600, fingerprint sensor 614 can be with
It is integrated with physical button or manufacturer Logo.
Optical sensor 616 is for acquiring ambient light intensity.In one embodiment, processor 601 can be according to optics
The ambient light intensity that sensor 616 acquires controls the display brightness of touch display screen 605.Specifically, when ambient light intensity is higher
When, the display brightness of touch display screen 605 is turned up；When ambient light intensity is lower, the display for turning down touch display screen 605 is bright
Degree.In another embodiment, the ambient light intensity that processor 601 can also be acquired according to optical sensor 616, dynamic adjust
The acquisition parameters of CCD camera assembly 606.
Proximity sensor 616, also referred to as range sensor are generally arranged at the front panel of terminal 600.Proximity sensor 616
For acquiring the distance between the front of user Yu terminal 600.In one embodiment, when proximity sensor 616 detects use
When family and the distance between the front of terminal 600 gradually become smaller, touch display screen 605 is controlled from bright screen state by processor 601
It is switched to breath screen state；When proximity sensor 616 detects user and the distance between the front of terminal 600 becomes larger,
Touch display screen 605 is controlled by processor 601 and is switched to bright screen state from breath screen state.
It will be understood by those skilled in the art that the restriction of structure shown in Fig. 6 not structure paired terminal 600, can wrap
It includes than illustrating more or fewer components, perhaps combine certain components or is arranged using different components.
Based on same idea, the embodiment of the present application provides a kind of equipment for calibrating interest point information, and equipment includes storage
Device and processor；At least one instruction is stored in memory, at least one instruction is loaded and executed by processor, to realize this
Apply for the method for the calibration interest point information in any possible embodiment of embodiment various aspects or various aspects.
Based on same idea, the embodiment of the present application provides a kind of readable storage medium storing program for executing, is stored at least in storage medium
One instruction, instruction are loaded by processor and are executed to realize any possible of the embodiment of the present application various aspects or various aspects
The method of calibration interest point information in embodiment.
All the above alternatives can form the alternative embodiment of the application, herein no longer using any combination
It repeats one by one.
Those of ordinary skill in the art will appreciate that realizing that all or part of the steps of above-described embodiment can pass through hardware
It completes, relevant hardware can also be instructed to complete by program, the program can store in a kind of computer-readable
In storage medium, storage medium mentioned above can be read-only memory, disk or CD etc..
Above is only an example of the present application, all in spirit herein and principle not to limit the application
Within, any modification, equivalent replacement, improvement and so on should be included within the scope of protection of this application.
Claims (10)
1. a kind of method for calibrating interest point information, which is characterized in that the described method includes:
Interest point information to be calibrated is obtained, the interest point information is used to indicate point of interest；
The determining and matched target user of interest point information to be calibrated, the quantity of the target user are one or more
It is a；
Obtain the return information that the target user is directed to the interest point information to be calibrated；And
The interest point information to be calibrated is calibrated according to the return information.
2. the method according to claim 1, wherein the determination is matched with the interest point information to be calibrated
Target user the step of, comprising:
Determine the information type of the interest point information to be calibrated；And
It is determining with the matched scene of the information type, using user relevant to the scene as with the interest to be calibrated
The target user of point information matches.
3. according to the method described in claim 2, it is characterized in that, it is described will user relevant to the scene as with institute
Before the step of stating the interest point information to be calibrated matched target user, further includes:
Collect the behavioural information for referring to user；And
Based on user relevant to the scene described in the behavioural information determination with reference to user.
4. method according to claim 1 to 3, which is characterized in that the step for obtaining interest point information to be calibrated
Suddenly, comprising:
Obtain be directed to the point of interest user's original content, using interest point information indicated by user's original content as
The interest point information to be calibrated；Or
Detection is directed to the user behavior of the point of interest, determines the interest point information to be calibrated according to the user behavior.
5. the method according to claim 1, wherein described obtain the target user for described to be calibrated
The step of return information of interest point information, comprising:
Send the topic for the interest point information to be calibrated respectively to each target user；And
It obtains each target user and is directed to the reply that the topic is made, obtain for the interest point information to be calibrated
Return information.
6. method according to claim 1 or 5, which is characterized in that described described to school according to return information calibration
The step of interest point information of standard, comprising:
If the quantity of the target user be it is multiple, from the return information of the multiple target user selection meet condition
Return information；
The return information for meeting condition is polymerize, target retro information is determined according to polymerization result；And
The interest point information to be calibrated is calibrated based on the target retro information.
7. according to the method described in claim 6, it is characterized in that, the polymerization result is used to indicate the reply letter of the condition of satisfaction
The quantity of every kind of return information in breath, described the step of target retro information is determined according to polymerization result, comprising:
Quantity and the return information for meeting condition based on every kind of return information in the return information for meeting condition
Total quantity, obtain every kind of return information confidence value；And
Return information using confidence value not less than reference threshold is as the target retro information.
8. a kind of device for calibrating interest point information, which is characterized in that described device includes:
First obtains module, and for obtaining interest point information to be calibrated, the interest point information is used to indicate point of interest；
Determining module, for the determining and matched target user of interest point information to be calibrated, the number of the target user
Amount is one or more；
Second obtains module, the return information for being directed to the interest point information to be calibrated for obtaining the target user；With
And
Calibration module, for calibrating the interest point information to be calibrated according to the return information.
9. a kind of equipment for calibrating interest point information, which is characterized in that the equipment includes memory and processor；The storage
At least one instruction is stored in device, at least one instruction is loaded and executed by the processor, to realize claim
The method of any calibration interest point information in 1-7.
10. a kind of readable storage medium storing program for executing, which is characterized in that be stored at least one instruction, described instruction in the storage medium
Loaded by processor and executed the method to realize the calibration interest point information as described in any in claim 1-7.
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| CN201910356705.XA CN110096525A (en) | 2019-04-29 | 2019-04-29 | Calibrate method, apparatus, equipment and the storage medium of interest point information |
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| CN113626729A (en) * | 2021-07-30 | 2021-11-09 | 高德软件有限公司 | Method and device for determining point of interest information |
| CN113743966A (en) * | 2020-05-27 | 2021-12-03 | 百度在线网络技术（北京）有限公司 | Information verification method, device, equipment and storage medium |
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Application publication date: 20190806 |