CN109117448A - Heating power drawing generating method and device - Google Patents

Heating power drawing generating method and device Download PDF

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Publication number
CN109117448A
CN109117448A CN201710491864.1A CN201710491864A CN109117448A CN 109117448 A CN109117448 A CN 109117448A CN 201710491864 A CN201710491864 A CN 201710491864A CN 109117448 A CN109117448 A CN 109117448A
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visitor
page
checked
stops
unit
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CN109117448B (en
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周国鑫
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Beijing Jingdong Century Trading Co Ltd
Beijing Jingdong Shangke Information Technology Co Ltd
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Beijing Jingdong Century Trading Co Ltd
Beijing Jingdong Shangke Information Technology Co Ltd
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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T11/00—2D [Two Dimensional] image generation
    • G06T11/20—Drawing from basic elements, e.g. lines or circles
    • G06T11/206—Drawing of charts or graphs

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  • General Physics & Mathematics (AREA)
  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Information Transfer Between Computers (AREA)

Abstract

This application discloses heating power drawing generating method and devices.One specific embodiment of this method includes: the page thermodynamic chart query information for receiving client and sending, and page thermodynamic chart query information includes network address and the inquiry beginning and ending time of the page to be checked；Stand-by snapshots of web pages is obtained according to page thermodynamic chart query information and stand-by visitor stops distributed intelligence, stand-by visitor stops visitor's location information that distributed intelligence includes each unit region of the page to be checked, and unit area is to be divided the page to be checked；For statistical analysis to stand-by visitor stop distributed intelligence, the visitor for obtaining each unit region stops statistical information；The visitor in page each unit to be checked region is stopped into statistical information and stand-by snapshots of web pages is sent to client, so that client stops statistical information and stand-by snapshots of web pages generation page thermodynamic chart according to the visitor in page each unit to be checked region.This embodiment improves the accuracys of page thermodynamic chart.

Description

Heating power drawing generating method and device
Technical field
This application involves field of computer technology, and in particular to Internet technical field more particularly to thermodynamic chart generation side Method and device.
Background technique
Thermodynamic chart (Heatmap) is that Data distribution information, effect of visualization are indicated using different colours and shade It is good, it is widely used in various webpage visitor behavioral statistics analyses, for example, website operation personnel can be helped to analyze webpage dress The excellent situation repaired, adjustment finishing content, is conducive to carry out rationalization finishing to webpage in real time, prevents the feelings such as webpage is too long Condition.
Existing thermodynamic chart is often to statistically analyze to obtain based on the click data of visitor.However, many visitors Click behavior might not occur when browsing a certain webpage, only browse the information of the webpage, therefore conventional thermodynamic chart sometimes It does not count on visitor and only browses the data not clicked on, cannot accurately indicate visitor's behavior distribution situation.In addition, generating thermodynamic chart When back-end server need visitor's behavioral data to magnanimity for statistical analysis, occupy resource it is more, and generate thermodynamic chart speed Degree is slow.
Summary of the invention
The purpose of the embodiment of the present application is to propose a kind of improved heating power drawing generating method and device, to solve above carry on the back The technical issues of scape technology segment is mentioned.
In a first aspect, the embodiment of the present application provides a kind of heating power drawing generating method, this method comprises: receiving client hair The page thermodynamic chart query information sent, wherein above-mentioned page thermodynamic chart query information includes the network address and inquiry of the page to be checked Beginning and ending time；Stand-by snapshots of web pages is obtained according to above-mentioned page thermodynamic chart query information and stand-by visitor stops distributed intelligence, In, above-mentioned stand-by visitor stops visitor's location information that distributed intelligence includes each unit region of the above-mentioned page to be checked, single First region is to be divided the above-mentioned page to be checked；Distributed intelligence is stopped to above-mentioned stand-by visitor and carries out statistical Analysis, the visitor for obtaining each unit region stop statistical information；The visitor in above-mentioned page each unit to be checked region is stopped Statistical information and above-mentioned stand-by snapshots of web pages are sent to above-mentioned client, so that above-mentioned client is each according to the above-mentioned page to be checked The visitor of a unit area stops statistical information and above-mentioned stand-by snapshots of web pages generates page thermodynamic chart.
In some embodiments, above-mentioned that stand-by snapshots of web pages and stand-by visit are obtained according to above-mentioned page thermodynamic chart query information Visitor stops distributed intelligence, comprising: according to the inquiry beginning and ending time of above-mentioned page thermodynamic chart query information, determines above-mentioned page heating power Whether figure query information is used to inquire real-time thermodynamic chart；In response to the above-mentioned page thermodynamic chart query information of determination for inquiring in real time Thermodynamic chart obtains the corresponding newest snapshots of web pages of the above-mentioned page to be checked as stand-by snapshots of web pages, obtains from cache database It takes the real-time visitor of the above-mentioned page to be checked to stop distributed intelligence, and acquired real-time visitor is stopped into distributed intelligence and is determined as Stand-by visitor stops distributed intelligence.
In some embodiments, above-mentioned that stand-by snapshots of web pages and stand-by visit are obtained according to above-mentioned page thermodynamic chart query information Visitor stops distributed intelligence, further includes: it is not intended to inquire real-time thermodynamic chart in response to the above-mentioned page thermodynamic chart query information of determination, Obtain snapshots of web pages name list of the above-mentioned page to be checked within the above-mentioned inquiry beginning and ending time；By above-mentioned snapshots of web pages name column Table is sent to above-mentioned client, is being presented so that above-mentioned client is presented above-mentioned snapshots of web pages name list and receives user The target webpage snapshot title chosen in snapshots of web pages name list；Receive the target webpage snapshot name that above-mentioned client is sent Claim, and according to above-mentioned target webpage snapshot name acquiring target webpage snapshot, above-mentioned target webpage snapshot is determined as stand-by net Page snapshot；It is stopped in distributed information database in history visitor and inquires the above-mentioned page to be checked within the above-mentioned inquiry beginning and ending time History visitor stops distributed intelligence, and the history visitor found stop distributed intelligence is determined as stand-by visitor and stops distribution letter Breath.
In some embodiments, above-mentioned real-time visitor stops visitor's quantity that distributed intelligence includes each unit region, on Each unit region for stating the page to be checked is that sequence from top to bottom carries out in the above-mentioned page to be checked according to unit area Sequence；And visitor's quantity in above-mentioned each unit region is obtained through the following steps: obtaining in real time above-mentioned to be checked Visitor's log of the page, wherein above-mentioned visitor's log includes at least one visitor's data, and visitor's data include guest identification and visit Visitor's access position, wherein guest access position refers to the lowermost position of the above-mentioned page to be checked of guest access；For above-mentioned visitor Every visitor's data in log execute following visitor's quantity and determine step: visitor of the sequence in this visitor's data is visited Unit area before unit area where asking position is determined as visitor and stops bottom region；It is most lower to determine that above-mentioned visitor stops It is most lower whether the collating sequence in square region stops in history pre-stored, corresponding with the guest identification of this visitor's data After square region；The collating sequence in bottom region is stopped in pre-stored and this visitor in response to the above-mentioned visitor of determination The corresponding history of the guest identification of data stops after bottom region, and above-mentioned visitor stop bottom region is determined as newly History stop bottom region, and by above-mentioned visitor stop bottom region visitor's quantity add 1, by last time save with this Visitor's quantity that the corresponding visitor of guest identification in visitor's data stops bottom region subtracts 1.
In some embodiments, the above-mentioned visitor's log for obtaining the above-mentioned page to be checked in real time, comprising: real-time reception visitor Visitor's data that client is sent, wherein above-mentioned visitor's client generates visitor's data by following steps in real time: when detecting When the ticker position of the above-mentioned page to be checked of visitor's control changes, determine above-mentioned scroll bar in the stop of current location Whether the time is greater than preset minimum residence time threshold value；Residence time in response to the above-mentioned scroll bar of determination in current location is big In preset minimum residence time threshold value, the currently displayed lowermost position of the above-mentioned page to be checked is further determined that；By upper The guest identification and identified lowermost position for stating visitor generate visitor's data.
In some embodiments, it includes visitor's arrival rate that above-mentioned visitor, which stops statistical information,；And it is above-mentioned to above-mentioned stand-by Visitor's stop distributed intelligence is for statistical analysis, and the visitor for obtaining each unit region stops statistical information, comprising: according to above-mentioned Stand-by visitor stops the accumulation visitor stop quantity that distributed intelligence statisticallys analyze each unit region；Above-mentioned page to be checked will be formed The sum of visitor's quantity of all unit areas in face is determined as total visitor's quantity of the above-mentioned page to be checked；For each unit The visitor that the ratio of the accumulation visitor stop quantity of the unit area and total visitor's data is determined as the unit area is arrived in region Up to rate.
In some embodiments, the above method further include: the real-time visitor in above-mentioned cache database is stopped into distribution letter Timing Synchronization is ceased to stop in distributed information database to above-mentioned history visitor.
In some embodiments, above-mentioned page thermodynamic chart query information further includes the high information of above-mentioned screen；And the above method Further include: the above-mentioned page to be checked is divided by an at least screen according to the high information of above-mentioned screen, wherein every screen includes at least one list First region；For every screen in an above-mentioned at least screen, following steps are executed: by unit of the sequence before the screen uppermost position Region is determined as the top region of the screen, and the accumulation visitor in the top region based on the screen stops quantity and calculates the screen Visitor's arrival rate；Visitor's arrival rate of the screen is sent to above-mentioned client, so that above-mentioned client is according to above-mentioned stand-by webpage Visitor's arrival rate of snapshot and the screen generates the thermodynamic chart of the screen.
Second aspect, the embodiment of the present application provide a kind of thermodynamic chart generating means, which includes: receiving unit, use In the page thermodynamic chart query information for receiving client transmission, wherein above-mentioned page thermodynamic chart query information includes page to be checked The network address in face and inquiry beginning and ending time；Acquiring unit, it is fast for obtaining stand-by webpage according to above-mentioned page thermodynamic chart query information Distributed intelligence is stopped according to stand-by visitor, wherein it includes each of the above-mentioned page to be checked that above-mentioned stand-by visitor, which stops distributed intelligence, Visitor's location information of a unit area, unit area are to be divided the above-mentioned page to be checked；Statistic unit is used Distributed intelligence is for statistical analysis in stopping to above-mentioned stand-by visitor, and the visitor for obtaining each unit region stops statistical information； Generation unit, for the visitor in above-mentioned page each unit to be checked region to be stopped statistical information and above-mentioned stand-by snapshots of web pages It is sent to above-mentioned client, so that above-mentioned client stops statistics letter according to the visitor in above-mentioned page each unit to be checked region Breath and above-mentioned stand-by snapshots of web pages generate page thermodynamic chart.
In some embodiments, above-mentioned acquiring unit is further used for: according to looking into for above-mentioned page thermodynamic chart query information The beginning and ending time is ask, determines whether above-mentioned page thermodynamic chart query information is used to inquire real-time thermodynamic chart；In response to the above-mentioned page of determination Face thermodynamic chart query information for inquiring real-time thermodynamic chart, obtain the corresponding newest snapshots of web pages of the above-mentioned page to be checked be used as to With snapshots of web pages, the real-time visitor that the above-mentioned page to be checked is obtained from cache database stops distributed intelligence, and will be acquired Real-time visitor stop distributed intelligence and be determined as stand-by visitor and stop distributed intelligence.
In some embodiments, above-mentioned acquiring unit is further used for: in response to the above-mentioned page thermodynamic chart inquiry letter of determination Breath is not intended to inquire real-time thermodynamic chart, obtains snapshots of web pages title of the above-mentioned page to be checked within the above-mentioned inquiry beginning and ending time List；Above-mentioned snapshots of web pages name list is sent to above-mentioned client, so that above-mentioned snapshots of web pages name is presented in above-mentioned client Claim list and receives the target webpage snapshot title that user is chosen in the snapshots of web pages name list presented；It receives above-mentioned The target webpage snapshot title that client is sent, and according to above-mentioned target webpage snapshot name acquiring target webpage snapshot, it will be upper It states target webpage snapshot and is determined as stand-by snapshots of web pages；It is inquired in history visitor stop distributed information database above-mentioned to be checked History visitor of the page within the above-mentioned inquiry beginning and ending time stops distributed intelligence, and the history visitor found is stopped distribution letter Breath is determined as stand-by visitor and stops distributed intelligence.
In some embodiments, above-mentioned real-time visitor stops visitor's quantity that distributed intelligence includes each unit region, on Each unit region for stating the page to be checked is that sequence from top to bottom carries out in the above-mentioned page to be checked according to unit area Sequence；And above-mentioned apparatus further includes visitor's amount calculation unit, above-mentioned visitor's amount calculation unit includes: that visitor's log obtains Unit is taken, for obtaining visitor's log of the above-mentioned page to be checked in real time, wherein above-mentioned visitor's log includes at least one visitor Data, visitor's data include guest identification and guest access position, wherein guest access position refers to that guest access is above-mentioned to be checked The lowermost position of the page；Determination unit, for executing following visitor's number for every visitor's data in above-mentioned visitor's log It measures and determines step: unit area of the sequence before unit area where the guest access position in this visitor's data is determined Bottom region is stopped for visitor；Determine above-mentioned visitor stop bottom region collating sequence whether it is pre-stored, with The corresponding history of the guest identification of this visitor's data stops after bottom region；In response to determination, above-mentioned visitor is stopped most The collating sequence of lower zone stops bottom in history pre-stored, corresponding with the guest identification of this visitor's data After region, above-mentioned visitor stop bottom region is determined as new history and stops bottom region, and above-mentioned visitor is stopped It stays visitor's quantity in bottom region to add 1, the visitor corresponding with the guest identification in visitor's data that last time saves is stopped Visitor's quantity in bottom region is stayed to subtract 1.
In some embodiments, above-mentioned visitor's log acquisition unit is further used for: real-time reception visitor's client is sent Visitor's data, wherein above-mentioned visitor's client generates visitor's data by following steps in real time: when detecting visitor's control When the ticker position of the above-mentioned page to be checked changes, determine whether residence time of the above-mentioned scroll bar in current location be big In preset minimum residence time threshold value；In response to the above-mentioned scroll bar of determination current location residence time be greater than it is preset most Small residence time threshold value further determines that the currently displayed lowermost position of the above-mentioned page to be checked；By the visit of above-mentioned visitor Visitor's mark and identified lowermost position generate visitor's data.
In some embodiments, it includes visitor's arrival rate that above-mentioned visitor, which stops statistical information,；And above-mentioned statistic unit into One step is used for: stopping the accumulation visitor stop quantity that distributed intelligence statisticallys analyze each unit region according to above-mentioned stand-by visitor； The sum of the visitor's quantity of all unit areas for forming the above-mentioned page to be checked is determined as to total visitor of the above-mentioned page to be checked Quantity；For each unit area, the ratio that the accumulation visitor of the unit area stops quantity and total visitor's data is determined For visitor's arrival rate of the unit area.
In some embodiments, above-mentioned apparatus further includes synchronization unit, for by the real-time visit in above-mentioned cache database Visitor stops distributed intelligence Timing Synchronization and stops in distributed information database to above-mentioned history visitor.
In some embodiments, above-mentioned page thermodynamic chart query information further includes the high information of above-mentioned screen；And above-mentioned apparatus Further include: division unit, for the above-mentioned page to be checked to be divided into an at least screen according to the high information of above-mentioned screen, wherein every screen Including at least one unit area；Execution unit, for executing following steps: arranging for every screen in an above-mentioned at least screen Unit area of the sequence before the screen uppermost position is determined as the top region of the screen, and the top region based on the screen Accumulation visitor stop quantity and calculate visitor's arrival rate of the screen；Visitor's arrival rate of the screen is sent to above-mentioned client, with The thermodynamic chart of the screen is generated according to visitor's arrival rate of above-mentioned stand-by snapshots of web pages and the screen for above-mentioned client.
The third aspect, the embodiment of the present application provide a kind of server, comprising: one or more processors；Storage device, For storing one or more programs, when one or more of programs are executed by one or more of processors, so that institute It states one or more processors and realizes the method such as any embodiment in above-mentioned thermodynamic chart generation method.
Fourth aspect, the embodiment of the present application provide a kind of computer readable storage medium, are stored thereon with computer journey Sequence realizes the method such as any embodiment in above-mentioned thermodynamic chart generation method when the program is executed by processor.
Heating power drawing generating method and device provided by the embodiments of the present application, the inquiry of page thermodynamic chart is believed based on the received first Breath obtains stand-by snapshots of web pages and stand-by visitor stops distributed intelligence, wherein it includes upper that above-mentioned stand-by visitor, which stops distributed intelligence, Visitor's location information in each unit region of the page to be checked is stated, distributed intelligence then is stopped to above-mentioned stand-by visitor and is united Meter analysis, so that the visitor for obtaining each unit region stops statistical information, finally by above-mentioned page each unit to be checked area The visitor in domain stops statistical information and above-mentioned stand-by snapshots of web pages is sent to above-mentioned client, so that above-mentioned client is according to above-mentioned The visitor in page each unit to be checked region stops statistical information and above-mentioned stand-by snapshots of web pages generates page thermodynamic chart.Pass through The visitor's location information for analyzing each unit region of the page to be checked obtains visitor's stop system for generating page thermodynamic chart Information is counted, so that having counted on visitor only browses the data not clicked on, the page thermodynamic chart generated is made more accurately to indicate to visit Objective behavior distribution situation.In addition, when statistical analysis, it is only necessary to which the visitor that analysis forms each unit region of the page to be checked stops Information is stayed, therefore data volume can be reduced, improves the formation speed of thermodynamic chart.
Detailed description of the invention
By reading a detailed description of non-restrictive embodiments in the light of the attached drawings below, the application's is other Feature, objects and advantages will become more apparent upon:
Fig. 1 is that this application can be applied to exemplary system architecture figures therein；
Fig. 2 is the flow chart according to one embodiment of the heating power drawing generating method of the application；
Fig. 3 is the schematic diagram according to an application scenarios of the heating power drawing generating method of the application；
Fig. 4 is the structural schematic diagram according to one embodiment of the thermodynamic chart generating means of the application；
Fig. 5 is adapted for the structural schematic diagram for the computer system for realizing the server of the embodiment of the present application.
Specific embodiment
The application is described in further detail with reference to the accompanying drawings and examples.It is understood that this place is retouched The specific embodiment stated is used only for explaining related invention, rather than the restriction to the invention.It also should be noted that in order to Convenient for description, part relevant to related invention is illustrated only in attached drawing.
It should be noted that in the absence of conflict, the features in the embodiments and the embodiments of the present application can phase Mutually combination.The application is described in detail below with reference to the accompanying drawings and in conjunction with the embodiments.
Fig. 1 is shown can be using the heating power drawing generating method of the application or the exemplary system frame of thermodynamic chart generating means Structure 100.
As shown in Figure 1, system architecture 100 may include terminal device 101,102,103, network 104 and server 105. Network 104 between terminal device 101,102,103 and server 105 to provide the medium of communication link.Network 104 can be with Including various connection types, such as wired, wireless communication link or fiber optic cables etc..
User can be used terminal device 101,102,103 and be interacted by network 104 with server 105, to receive or send out Send message etc..Various telecommunication customer end applications, such as the application of shopping class, net can be installed on terminal device 101,102,103 The application of page browsing device, searching class application, instant messaging tools, mailbox client, social platform software etc..
Terminal device 101,102,103 can be with display screen and support the various electronic equipments of thermodynamic chart rendering, Including but not limited to smart phone, tablet computer, E-book reader, pocket computer on knee and desktop computer etc..
Server 105 can be to provide the server of various services, such as to the page that terminal device 101,102,103 is sent The back-end server that face thermodynamic chart query information is handled.Back-end server can be obtained according to page thermodynamic chart query information Stand-by snapshots of web pages and stand-by visitor stop distributed intelligence, and for statistical analysis to stand-by visitor stop distributed intelligence, thus The visitor for obtaining each unit region stops statistical information, and the visitor in each unit region is stopped statistical information and stand-by net Page snapshot is sent to client.
It should be noted that heating power drawing generating method provided by the embodiment of the present application is generally executed by server 105, phase Ying Di, thermodynamic chart generating means are generally positioned in server 105.
It should be pointed out that server 105 can be single server, it can also be by multiple servers or multiple servers Cluster is constituted.
It should be understood that the number of terminal device, network and server in Fig. 1 is only schematical.According to realization need It wants, can have any number of terminal device, network and server.
With continued reference to Fig. 2, the process 200 of one embodiment of the heating power drawing generating method according to the application is shown.Institute The heating power drawing generating method stated, comprising the following steps:
Step 201, the page thermodynamic chart query information that client is sent is received.
In the present embodiment, heating power drawing generating method runs on electronic equipment (such as server shown in FIG. 1 thereon 105) it can receive user by wired connection mode or radio connection and pass through client (such as terminal shown in FIG. 1 Equipment 101,102,103) page thermodynamic chart query information that sends, wherein above-mentioned page thermodynamic chart query information may include The network address of the page to be checked and inquiry beginning and ending time, wherein the above-mentioned inquiry beginning and ending time can be user and pass through above-mentioned client Input, it can also be (for example, default is the inquiry beginning and ending time from today zero point to current time) of default.Herein, on Operation personnel, research staff can be referred to and in businessman of page publishing commodity information to be checked etc. by stating user, and user can be with By checking that page thermodynamic chart understands the case where various pieces of the page are by guest access, so as to adjust content of pages.In practice, Network address is generally indicated by uniform resource locator (Uniform Resource Locator, URL).On it should be pointed out that Stating radio connection can include but is not limited to 3G/4G connection, WiFi connection, bluetooth connection, WiMAX connection, Zigbee company Connect, UWB (ultra wideband) connection and other it is currently known or in the future exploitation radio connections.
Step 202, stand-by snapshots of web pages is obtained according to page thermodynamic chart query information and stand-by visitor stops distributed intelligence.
In the present embodiment, above-mentioned electronic equipment can according to the page thermodynamic chart query information that step 201 receives from Cache database or other databases that distributed intelligence is stopped for storing visitor in search, to obtain stand-by Snapshots of web pages and stand-by visitor stop distributed intelligence, wherein it may include above-mentioned to be checked that above-mentioned stand-by visitor, which stops distributed intelligence, Ask visitor's location information in each unit region of the page.Herein, unit area, which can be, carries out the above-mentioned page to be checked What division obtained, for example, the page to be checked can be divided at least one a height of 50px (pixel, pixel), width is to be checked The rectangular area of page width, the rectangular area divided are unit area.Visitor's location information of each unit area It may include the visitor's quantity for related various information being stopped with unit area visitor, such as stop in the unit area, each The guest identification of visitor, the access time of each visitor etc..
In some optional implementations of the present embodiment, step 202 can be specifically included: firstly, above-mentioned electronics is set It is standby whether above-mentioned page thermodynamic chart query information to be determined according to the inquiry beginning and ending time of above-mentioned page thermodynamic chart query information For inquiring real-time thermodynamic chart, herein, when above-mentioned electronic equipment can be according to the inquiry start-stop of page thermodynamic chart query information Between judge whether user inquires real-time thermodynamic chart today, if for example, current date be June 1 in 2017, if user input The inquiry beginning and ending time is on June 1,1 day to 2017 June in 2017, then may determine that user query real-time thermodynamic chart today；So Afterwards, in response to the above-mentioned page thermodynamic chart query information of determination for inquiring real-time thermodynamic chart, on above-mentioned electronic equipment is available The corresponding newest snapshots of web pages of the page to be checked is stated as stand-by snapshots of web pages, and obtain from cache database (Redis) The real-time visitor for stating the page to be checked stops distributed intelligence, and acquired real-time visitor is stopped distributed intelligence and is determined as use Visitor stops distributed intelligence.Herein, above-mentioned real-time visitor stop distributed intelligence may include obtain in real time it is above-mentioned to be checked Visitor's location information in each unit region of the page directly acquires real-time visitor from cache database and stops distributed intelligence, The reading speed of data can be improved, to improve the speed for generating thermodynamic chart.
In some optional implementations, it may include each unit region that above-mentioned real-time visitor, which stops distributed intelligence, Visitor's quantity, each unit region of the above-mentioned page to be checked be according to unit area in the above-mentioned page to be checked from top to bottom Sequence be ranked up；And visitor's quantity in above-mentioned each unit region is obtained through the following steps: firstly, above-mentioned Electronic equipment can obtain visitor's log of the above-mentioned page to be checked in real time, wherein above-mentioned visitor's log may include at least one Visitor's data, visitor's data may include guest identification (such as visitor's name, visitor's number etc.) and guest access position, In, guest access position can refer to that the lowermost position of the above-mentioned page to be checked of guest access, i.e. terminal used in visitor are set The lowermost position of the standby shown above-mentioned page to be checked；Then, for every visitor's data in above-mentioned visitor's log, on State electronic equipment and can execute following visitor's quantity and determine step: step 1 visits visitor of the sequence in this visitor's data Unit area before unit area where asking position is determined as visitor and stops bottom region, for example, in visitor's data Unit area where guest access position is the 188th unit area of the above-mentioned page to be checked, then by the 187th cellular zone Domain is determined as visitor and stops bottom region；Step 2, determine above-mentioned visitor stop bottom region collating sequence whether History pre-stored, corresponding with the guest identification of this visitor's data stops after bottom region；In response to determination Above-mentioned visitor stops the collating sequence in bottom region pre-stored, corresponding with the guest identification of this visitor's data History stops after bottom region, and above-mentioned visitor stop bottom region is determined as new history and stops bottom region, And by above-mentioned visitor stop bottom region visitor's quantity add 1, by last time save with the guest identification in visitor's data Visitor's quantity that corresponding visitor stops bottom region subtracts 1, herein, can default save for the first time with visitor's data In the corresponding visitor of guest identification stop first unit area that bottom region is the above-mentioned page to be checked.
Optionally, the above-mentioned visitor's log for obtaining the above-mentioned page to be checked in real time may include: that above-mentioned electronic equipment can be with Visitor's data that real-time reception visitor's client is sent, above-mentioned visitor's client can refer to the visit for accessing the above-mentioned page to be checked Client used in visitor, wherein above-mentioned visitor's client can generate visitor's data by following steps in real time: firstly, working as When detecting that the ticker position of the above-mentioned page to be checked of visitor's control changes, determine above-mentioned scroll bar in current location Residence time whether be greater than preset minimum residence time threshold value；Then, in response to the above-mentioned scroll bar of determination in current location Residence time be greater than preset minimum residence time threshold value, further determine that currently displayed most lower of the above-mentioned page to be checked It sets in orientation；Finally, generating visitor's data by the guest identification of above-mentioned visitor and identified lowermost position.
In some optional implementations, step 202 can also be specifically included: firstly, in response to the above-mentioned page of determination Thermodynamic chart query information is not intended to inquire real-time thermodynamic chart, and the above-mentioned available above-mentioned page to be checked of electronic equipment is above-mentioned Inquire the snapshots of web pages name list in the beginning and ending time；Secondly, above-mentioned electronic equipment can send snapshots of web pages name list To above-mentioned client, so that above-mentioned snapshots of web pages name list is presented and to receive user fast in the webpage presented in above-mentioned client According to the target webpage snapshot title chosen in name list；Then, above-mentioned electronic equipment can receive above-mentioned client and send Target webpage snapshot title, and according to above-mentioned target webpage snapshot name acquiring target webpage snapshot, by above-mentioned target webpage Snapshot is determined as stand-by snapshots of web pages；It is looked into finally, above-mentioned electronic equipment can stop in distributed information database in history visitor It askes history visitor of the above-mentioned page to be checked within the above-mentioned inquiry beginning and ending time and stops distributed intelligence, and the history found is visited Visitor stops distributed intelligence and is determined as stand-by visitor's stop distributed intelligence.Above-mentioned history visitor stops distributed information database and can be The various databases of distributed intelligence, such as a kind of HBase (distributed, towards column open source are stopped for storing history visitor Database).
Optionally, above-mentioned heating power drawing generating method can also include: to stop the real-time visitor in above-mentioned cache database Distributed intelligence timing (for example, some time when visitor is less on line can be chosen, to reduce server stress) is synchronized to History visitor is stated to stop in distributed information database.
Step 203, for statistical analysis to stand-by visitor stop distributed intelligence, the visitor for obtaining each unit region stops Statistical information.
In the present embodiment, above-mentioned electronic equipment can be for statistical analysis to above-mentioned stand-by visitor's stop distributed intelligence, The visitor for obtaining each unit region stops statistical information, and above-mentioned visitor, which stops statistical information, can be the various letters that statistics obtains Breath, for example, the accumulation visitor in each unit region stops quantity, visitor's arrival rate etc..
In some optional implementations of the present embodiment, it may include visitor's arrival that above-mentioned visitor, which stops statistical information, Rate；And it is above-mentioned for statistical analysis to above-mentioned stand-by visitor's stop distributed intelligence, the visitor for obtaining each unit region stops Statistical information may include: firstly, above-mentioned electronic equipment can stop distributed intelligence statistical analysis respectively according to above-mentioned stand-by visitor The accumulation visitor of a unit area stops quantity, in this implementation, each unit region of the above-mentioned page to be checked be according to Sequence of the unit area in the above-mentioned page to be checked from top to bottom is ranked up, and the accumulation visitor of each unit area stops Quantity can be added to obtain by visitor's quantity of all unit areas by sequence after the unit area, for example, to be checked It askes the page and is divided into n unit area from top to bottom, then the accumulation visitor of m (m is less than or equal to n) a unit area stops quantity For m-th of unit area to the visit stopped in all unit areas (including n-th of unit area) between n-th of unit area The value that objective quantity is added.Secondly, on the sum of the visitor's quantity of all unit areas for forming the above-mentioned page to be checked is determined as State total visitor's quantity of the page to be checked；Finally, for each unit area, the accumulation visitor of the unit area is stopped into number The ratio of amount and total visitor's data is determined as visitor's arrival rate of the unit area.
Step 204, the visitor in page each unit to be checked region is stopped into statistical information and stand-by snapshots of web pages is sent To client, so that client stops statistical information and stand-by snapshots of web pages according to the visitor in page each unit to be checked region Generate page thermodynamic chart.
In the present embodiment, the visitor in above-mentioned page each unit to be checked region can be stopped and be united by above-mentioned electronic equipment Meter information and above-mentioned stand-by snapshots of web pages are sent to client, so that client utilizes different color and shade to each The visitor of unit area stops statistical information and renders, to obtain page thermodynamic chart.
In some optional implementations of the present embodiment, above-mentioned page thermodynamic chart query information can also include that screen is high Information；And above-mentioned heating power drawing generating method can also include: firstly, above-mentioned electronic equipment can according to shield high information will be above-mentioned The page to be checked is divided into an at least screen, wherein every screen includes at least one unit area；Then, for an above-mentioned at least screen In every screen, can execute following steps: unit area of the sequence before the screen uppermost position is determined as this by step 1 The top region of screen, and the accumulation visitor in the top region based on the screen stops visitor's arrival rate that quantity calculates the screen, Herein, the accumulation visitor in the top region of the screen can be stopped to quantity as visitor's quantity of the screen, by the visit of the screen The ratio of objective quantity and total visitor's data is determined as visitor's arrival rate of the screen；Step 2 sends visitor's arrival rate of the screen To above-mentioned client, so that above-mentioned client generates according to visitor's arrival rate of above-mentioned stand-by snapshots of web pages and the screen heat of the screen Try hard to.It can analyze the above-mentioned page to be checked in the bandwagon effect of the high client of different screens by split screen thermodynamic chart user, prevent There is situations such as page is too long, and then improves the conversion ratio of the page.
With continued reference to the schematic diagram that Fig. 3, Fig. 3 are according to the application scenarios of the heating power drawing generating method of the present embodiment. In the application scenarios of Fig. 3, operation personnel's using terminal equipment 301 carries out the inquiry operation of page thermodynamic chart.Firstly, server The page thermodynamic chart query information that 302 receiving terminal apparatus 301 are sent, which includes the page to be checked Network address and inquiry the beginning and ending time, wherein query time be today to today.Then, server 302 is looked into according to page thermodynamic chart The stand-by snapshots of web pages of conduct of the newest snapshots of web pages of the acquisition of information page to be checked is ask, and from cache database (Redis) It is middle obtain the page to be checked real-time visitor stop distributed intelligence as stand-by visitor stop distributed intelligence, wherein it is above-mentioned to With visitor stop distributed intelligence include the above-mentioned page to be checked each unit region visitor's location information, unit area be by What the above-mentioned page to be checked was divided.Then, server 302 stops distributed intelligence to above-mentioned stand-by visitor and counts Analysis, the visitor for obtaining each unit region stop statistical information.Finally, server 302 is by the above-mentioned each list of the page to be checked The visitor in first region stops statistical information and above-mentioned stand-by snapshots of web pages is sent to terminal device 301, for 301, terminal device Statistical information is stopped according to the visitor in above-mentioned page each unit to be checked region and above-mentioned stand-by snapshots of web pages renders, thus Generate page thermodynamic chart.
The method provided by the above embodiment of the application is stopped by analyzing the visitor in each unit region of the page to be checked It stays information to obtain visitor for generating page thermodynamic chart and stops statistical information, do not clicked on to count on visitor and only browse Data make the page thermodynamic chart generated more accurately indicate visitor's behavior distribution situation.In addition, when statistical analysis, it is only necessary to Analysis forms visitor's location information in each unit region of the page to be checked, therefore can reduce data volume, improves thermodynamic chart Formation speed.
With further reference to Fig. 4, as the realization to method shown in above-mentioned each figure, this application provides a kind of generations of thermodynamic chart One embodiment of device, the Installation practice is corresponding with embodiment of the method shown in Fig. 2, which specifically can be applied to In various electronic equipments.
As shown in figure 4, thermodynamic chart generating means 400 described in the present embodiment include: receiving unit 401, for receiving visitor The page thermodynamic chart query information that family end is sent, wherein above-mentioned page thermodynamic chart query information includes the network address of the page to be checked With the inquiry beginning and ending time；Acquiring unit 402, for according to above-mentioned page thermodynamic chart query information obtain stand-by snapshots of web pages and to Distributed intelligence is stopped with visitor, wherein above-mentioned stand-by visitor stops each unit that distributed intelligence includes the above-mentioned page to be checked Visitor's location information in region, unit area are to be divided the above-mentioned page to be checked；Statistic unit 403, is used for For statistical analysis to above-mentioned stand-by visitor's stop distributed intelligence, the visitor for obtaining each unit region stops statistical information；It is raw At unit 404, for visitor's stop statistical information in above-mentioned page each unit to be checked region and above-mentioned stand-by webpage is fast It is approved for distribution to give above-mentioned client, it is counted so that above-mentioned client is stopped according to the visitor in above-mentioned page each unit to be checked region Information and above-mentioned stand-by snapshots of web pages generate page thermodynamic chart.
In some optional implementations of the present embodiment, above-mentioned acquiring unit 402 is further used for: according to above-mentioned page The inquiry beginning and ending time of face thermodynamic chart query information, determine whether above-mentioned page thermodynamic chart query information is used to inquire real-time heating power Figure；In response to the above-mentioned page thermodynamic chart query information of determination for inquiring real-time thermodynamic chart, it is corresponding to obtain the above-mentioned page to be checked Newest snapshots of web pages as stand-by snapshots of web pages, obtained from cache database the above-mentioned page to be checked real-time visitor stop Distributed intelligence, and acquired real-time visitor is stopped into distributed intelligence and is determined as stand-by visitor's stop distributed intelligence.
In some optional implementations of the present embodiment, above-mentioned acquiring unit 402 is further used for: in response to determination Above-mentioned page thermodynamic chart query information is not intended to inquire real-time thermodynamic chart, obtains the above-mentioned page to be checked in above-mentioned inquiry start-stop Snapshots of web pages name list in time；Above-mentioned snapshots of web pages name list is sent to above-mentioned client, for above-mentioned client End is presented above-mentioned snapshots of web pages name list and receives the target that user is chosen in the snapshots of web pages name list presented Snapshots of web pages title；The target webpage snapshot title that above-mentioned client is sent is received, and according to above-mentioned target webpage snapshot title Target webpage snapshot is obtained, above-mentioned target webpage snapshot is determined as stand-by snapshots of web pages；Distributed intelligence is stopped in history visitor History visitor of the above-mentioned page to be checked within the above-mentioned inquiry beginning and ending time is inquired in database and stops distributed intelligence, and will be searched To history visitor stop distributed intelligence and be determined as stand-by visitor and stop distributed intelligence.
In some optional implementations of the present embodiment, it includes each unit that above-mentioned real-time visitor, which stops distributed intelligence, Visitor's quantity in region, each unit region of the above-mentioned page to be checked be according to unit area in the above-mentioned page to be checked from What the sequence of top to bottm was ranked up；And above-mentioned apparatus further includes visitor's amount calculation unit (not shown), above-mentioned visit Objective amount calculation unit includes: visitor's log acquisition unit (not shown), for obtaining the above-mentioned page to be checked in real time Visitor's log, wherein above-mentioned visitor's log includes at least one visitor's data, and visitor's data include guest identification and guest access Position, wherein guest access position refers to the lowermost position of the above-mentioned page to be checked of guest access；Determination unit (is not shown in figure Out), for executing following visitor's quantity and determining step: will sort at this for every visitor's data in above-mentioned visitor's log Unit area before unit area where guest access position in visitor's data is determined as visitor and stops bottom region； Determine that whether above-mentioned visitor stops the collating sequence in bottom region in guest identifications pre-stored, with this visitor data Corresponding history stops after bottom region；The collating sequence in bottom region is stopped pre- in response to the above-mentioned visitor of determination History first storing, corresponding with the guest identification of this visitor's data stops after bottom region, and above-mentioned visitor is stopped It stays bottom region to be determined as new history and stops bottom region, and above-mentioned visitor is stopped to visitor's quantity in bottom region Add 1, the visitor corresponding with the guest identification in visitor's data that last time is saved stops visitor's quantity in bottom region Subtract 1.
In some optional implementations of the present embodiment, above-mentioned visitor's log acquisition unit is further used for: in real time Receive visitor's data that visitor's client is sent, wherein above-mentioned visitor's client generates visitor's data by following steps in real time: When detecting that the ticker position of the above-mentioned page to be checked of visitor's control changes, determine above-mentioned scroll bar in present bit Whether the residence time set is greater than preset minimum residence time threshold value；Stop in response to the above-mentioned scroll bar of determination in current location It stays the time to be greater than preset minimum residence time threshold value, further determines that the currently displayed bottom position of the above-mentioned page to be checked It sets；Visitor's data are generated by the guest identification of above-mentioned visitor and identified lowermost position.
In some optional implementations of the present embodiment, it includes visitor's arrival rate that above-mentioned visitor, which stops statistical information,； And above-mentioned statistic unit 403 is further used for: stopping distributed intelligence according to above-mentioned stand-by visitor and statisticallys analyze each unit area The accumulation visitor in domain stops quantity；On the sum of the visitor's quantity of all unit areas for forming the above-mentioned page to be checked is determined as State total visitor's quantity of the page to be checked；For each unit area, by the accumulation visitor of the unit area stop quantity with The ratio of total visitor's data is determined as visitor's arrival rate of the unit area.
In some optional implementations of the present embodiment, above-mentioned apparatus further includes synchronization unit (not shown), Distribution letter is stopped to above-mentioned history visitor for the real-time visitor in above-mentioned cache database to be stopped distributed intelligence Timing Synchronization It ceases in database.
In some optional implementations of the present embodiment, above-mentioned page thermodynamic chart query information further includes shielding high letter Breath；And above-mentioned apparatus 400 further include: division unit (not shown), for according to shielding high information for above-mentioned page to be checked Face is divided into an at least screen, wherein every screen includes at least one unit area；Execution unit (not shown), for for Every screen in an above-mentioned at least screen executes following steps: unit area of the sequence before the screen uppermost position is determined as The top region of the screen, and the accumulation visitor in the top region based on the screen stops visitor's arrival that quantity calculates the screen Rate；Visitor's arrival rate of the screen is sent to above-mentioned client, so that above-mentioned client according to above-mentioned stand-by snapshots of web pages and is somebody's turn to do Visitor's arrival rate of screen generates the thermodynamic chart of the screen.
It is appreciated that all units recorded in thermodynamic chart generating means 400 shown in Fig. 4 and the method with reference to Fig. 2 are implemented Example process 200 is corresponding, therefore, is equally applicable to the corresponding of Fig. 4 to the description of each step in process 200 shown in Fig. 2 above Module or unit, details are not described herein.
Below with reference to Fig. 5, it illustrates the computer systems 500 for the server for being suitable for being used to realize the embodiment of the present application Structural schematic diagram.Server shown in Fig. 5 is only an example, should not function and use scope band to the embodiment of the present application Carry out any restrictions.
As shown in figure 5, computer system 500 includes central processing unit (CPU, CentralProcessing Unit) 501, it can be according to the program being stored in read-only memory (ROM, Read OnlyMemory) 502 or from storage section 506 programs being loaded into random access storage device (RAM, Random Access Memory) 503 and execute various appropriate Movement and processing.In RAM 503, also it is stored with system 500 and operates required various programs and data.CPU 501,ROM 502 and RAM 503 is connected with each other by bus 504.Input/output (I/O, Input/Output) interface 505 is also connected to Bus 504.
I/O interface 505 is connected to lower component: the storage section 506 including hard disk etc.；And including such as LAN (local Net, Local Area Network) card, modem etc. network interface card communications portion 507.Communications portion 507 passes through Communication process is executed by the network of such as internet.Driver 508 is also connected to I/O interface 505 as needed.Detachable media 509, such as disk, CD, magneto-optic disk, semiconductor memory etc., are mounted on as needed on driver 508, in order to from The computer program read thereon is mounted into storage section 506 as needed.
Particularly, in accordance with an embodiment of the present disclosure, it may be implemented as computer above with reference to the process of flow chart description Software program.For example, embodiment of the disclosure includes a kind of computer program product comprising be carried on computer-readable medium On computer program, which includes the program code for method shown in execution flow chart.In such reality It applies in example, which can be downloaded and installed from network by communications portion 507, and/or from detachable media 509 are mounted.When the computer program is executed by central processing unit (CPU) 501, limited in execution the present processes Above-mentioned function.It should be noted that computer-readable medium described herein can be computer-readable signal media or Computer readable storage medium either the two any combination.Computer readable storage medium for example can be --- but Be not limited to --- electricity, magnetic, optical, electromagnetic, infrared ray or semiconductor system, device or device, or any above combination. The more specific example of computer readable storage medium can include but is not limited to: have one or more conducting wires electrical connection, Portable computer diskette, hard disk, random access storage device (RAM), read-only memory (ROM), erasable type may be programmed read-only deposit Reservoir (EPROM or flash memory), optical fiber, portable compact disc read-only memory (CD-ROM), light storage device, magnetic memory Part or above-mentioned any appropriate combination.In this application, computer readable storage medium, which can be, any include or stores The tangible medium of program, the program can be commanded execution system, device or device use or in connection.And In the application, computer-readable signal media may include in a base band or the data as the propagation of carrier wave a part are believed Number, wherein carrying computer-readable program code.The data-signal of this propagation can take various forms, including but not It is limited to electromagnetic signal, optical signal or above-mentioned any appropriate combination.Computer-readable signal media can also be computer Any computer-readable medium other than readable storage medium storing program for executing, the computer-readable medium can send, propagate or transmit use In by the use of instruction execution system, device or device or program in connection.Include on computer-readable medium Program code can transmit with any suitable medium, including but not limited to: wireless, electric wire, optical cable, RF etc., Huo Zheshang Any appropriate combination stated.
Flow chart and block diagram in attached drawing are illustrated according to the system of the various embodiments of the application, method and computer journey The architecture, function and operation in the cards of sequence product.In this regard, each box in flowchart or block diagram can generation A part of one module, program segment or code of table, a part of the module, program segment or code include one or more use The executable instruction of the logic function as defined in realizing.It should also be noted that in some implementations as replacements, being marked in box The function of note can also occur in a different order than that indicated in the drawings.For example, two boxes succeedingly indicated are actually It can be basically executed in parallel, they can also be executed in the opposite order sometimes, and this depends on the function involved.Also it to infuse Meaning, the combination of each box in block diagram and or flow chart and the box in block diagram and or flow chart can be with holding The dedicated hardware based system of functions or operations as defined in row is realized, or can use specialized hardware and computer instruction Combination realize.
Being described in unit involved in the embodiment of the present application can be realized by way of software, can also be by hard The mode of part is realized.Described unit also can be set in the processor, for example, can be described as: a kind of processor packet Include receiving unit, acquiring unit, statistic unit and generation unit.Wherein, the title of these units not structure under certain conditions The restriction of the pairs of unit itself, for example, receiving unit is also described as " receiving the page thermodynamic chart that client is sent to look into Ask the unit of information ".
As on the other hand, present invention also provides a kind of computer-readable medium, which be can be Included in device described in above-described embodiment；It is also possible to individualism, and without in the supplying device.Above-mentioned calculating Machine readable medium carries one or more program, when said one or multiple programs are executed by the device, so that should Device: the page thermodynamic chart query information that client is sent is received, wherein above-mentioned page thermodynamic chart query information includes to be checked The network address of the page and inquiry beginning and ending time；Stand-by snapshots of web pages and stand-by visitor are obtained according to above-mentioned page thermodynamic chart query information Stop distributed intelligence, wherein above-mentioned stand-by visitor stops each unit region that distributed intelligence includes the above-mentioned page to be checked Visitor's location information, unit area are to be divided the above-mentioned page to be checked；Distribution is stopped to above-mentioned stand-by visitor Information is for statistical analysis, and the visitor for obtaining each unit region stops statistical information；By above-mentioned page each unit to be checked The visitor in region stops statistical information and above-mentioned stand-by snapshots of web pages is sent to above-mentioned client, so that above-mentioned client is according to upper The visitor for stating page each unit to be checked region stops statistical information and above-mentioned stand-by snapshots of web pages generates page thermodynamic chart.
Above description is only the preferred embodiment of the application and the explanation to institute's application technology principle.Those skilled in the art Member is it should be appreciated that invention scope involved in the application, however it is not limited to technology made of the specific combination of above-mentioned technical characteristic Scheme, while should also cover in the case where not departing from foregoing invention design, it is carried out by above-mentioned technical characteristic or its equivalent feature Any combination and the other technical solutions formed.Such as features described above has similar function with (but being not limited to) disclosed herein Can technical characteristic replaced mutually and the technical solution that is formed.

Claims (18)

1. a kind of heating power drawing generating method, which is characterized in that the described method includes:
Receive the page thermodynamic chart query information that client is sent, wherein the page thermodynamic chart query information includes to be checked The network address of the page and inquiry beginning and ending time；
Stand-by snapshots of web pages is obtained according to the page thermodynamic chart query information and stand-by visitor stops distributed intelligence, wherein institute It states stand-by visitor and stops visitor's location information that distributed intelligence includes each unit region of the page to be checked, unit area It is to be divided the page to be checked；
For statistical analysis to stand-by visitor's stop distributed intelligence, the visitor for obtaining each unit region stops statistics letter Breath；
The visitor in page each unit to be checked region is stopped into statistical information and the stand-by snapshots of web pages is sent to institute Client is stated, so that the client stops statistical information and described according to the visitor in page each unit to be checked region Stand-by snapshots of web pages generates page thermodynamic chart.
2. the method according to claim 1, wherein it is described according to the page thermodynamic chart query information obtain to Distributed intelligence is stopped with snapshots of web pages and stand-by visitor, comprising:
According to the inquiry beginning and ending time of the page thermodynamic chart query information, determine whether the page thermodynamic chart query information is used In the real-time thermodynamic chart of inquiry；
In response to the determination page thermodynamic chart query information for inquiring real-time thermodynamic chart, it is corresponding to obtain the page to be checked Newest snapshots of web pages as stand-by snapshots of web pages, obtained from cache database the page to be checked real-time visitor stop Distributed intelligence, and acquired real-time visitor is stopped into distributed intelligence and is determined as stand-by visitor's stop distributed intelligence.
3. according to the method described in claim 2, it is characterized in that, it is described according to the page thermodynamic chart query information obtain to Distributed intelligence is stopped with snapshots of web pages and stand-by visitor, further includes:
It is not intended to inquire real-time thermodynamic chart in response to the determination page thermodynamic chart query information, obtains the page to be checked Snapshots of web pages name list within the inquiry beginning and ending time；
The snapshots of web pages name list is sent to the client, so that the snapshots of web pages title is presented in the client List simultaneously receives the target webpage snapshot title that user is chosen in the snapshots of web pages name list presented；
The target webpage snapshot title that the client is sent is received, and according to the target webpage snapshot name acquiring target network Page snapshot, is determined as stand-by snapshots of web pages for the target webpage snapshot；
It is stopped in distributed information database in history visitor and inquires the page to be checked going through within the inquiry beginning and ending time History visitor stops distributed intelligence, and the history visitor found stop distributed intelligence is determined as stand-by visitor and stops distribution letter Breath.
4. according to the method described in claim 2, it is characterized in that, it includes each unit that the real-time visitor, which stops distributed intelligence, Visitor's quantity in region, each unit region of the page to be checked be according to unit area in the page to be checked from What the sequence of top to bottm was ranked up；And
What visitor's quantity in each unit region was obtained through the following steps:
Visitor's log of the page to be checked is obtained in real time, wherein visitor's log includes at least one visitor's data, is visited Objective data include guest identification and guest access position, wherein guest access position refers to the page to be checked described in guest access Lowermost position；
It for every visitor's data in visitor's log, executes following visitor's quantity and determines step: sequence is visited in this Unit area before unit area where guest access position in objective data is determined as visitor and stops bottom region；It determines Whether the visitor stops the collating sequence in bottom region pre-stored, opposite with the guest identification of this visitor's data The history answered stops after bottom region；The collating sequence for stopping bottom region in response to the determination visitor is deposited in advance Storage, corresponding with the guest identification of this visitor's data history stops after bottom region, and the visitor is stopped most Lower zone is determined as new history and stops bottom region, and visitor's quantity that the visitor stops bottom region is added 1, Visitor's quantity that the visitor corresponding with the guest identification in visitor's data that last time saves stops bottom region is subtracted 1.
5. according to the method described in claim 4, it is characterized in that, the visitor for obtaining the page to be checked in real time day Will, comprising:
Visitor's data that real-time reception visitor's client is sent, wherein visitor's client is generated in real time by following steps Visitor's data:
When detecting that the ticker position of the page to be checked of visitor's control changes, determine that the scroll bar is being worked as Whether the residence time of front position is greater than preset minimum residence time threshold value；
Residence time in response to the determination scroll bar in current location is greater than preset minimum residence time threshold value, further Determine the currently displayed lowermost position of the page to be checked；
Visitor's data are generated by the guest identification of the visitor and identified lowermost position.
6. the method according to claim 1, wherein it includes visitor's arrival rate that the visitor, which stops statistical information,； And
Described for statistical analysis to stand-by visitor's stop distributed intelligence, the visitor for obtaining each unit region stops statistics Information, comprising:
The accumulation visitor stop quantity that distributed intelligence statisticallys analyze each unit region is stopped according to the stand-by visitor；
The sum of the visitor's quantity of all unit areas for forming the page to be checked is determined as the total of the page to be checked Visitor's quantity；
For each unit area, the ratio that the accumulation visitor of the unit area stops quantity and total visitor's data is determined as Visitor's arrival rate of the unit area.
7. according to the method described in claim 3, it is characterized in that, the method also includes:
Real-time visitor in the cache database is stopped into distributed intelligence Timing Synchronization and stops distribution letter to the history visitor It ceases in database.
8. according to the method described in claim 4, it is characterized in that, the page thermodynamic chart query information further includes shielding high letter Breath；And
The method also includes:
The page to be checked is divided into an at least screen according to high information is shielded, wherein every screen includes at least one unit area；
For every screen in an at least screen, following steps are executed:
Unit area of the sequence before the screen uppermost position is determined as to the top region of the screen, and most based on the screen The accumulation visitor of upper area stops visitor's arrival rate that quantity calculates the screen；
Visitor's arrival rate of the screen is sent to the client, so that the client according to the stand-by snapshots of web pages and is somebody's turn to do Visitor's arrival rate of screen generates the thermodynamic chart of the screen.
9. a kind of thermodynamic chart generating means, which is characterized in that described device includes:
Receiving unit, for receiving the page thermodynamic chart query information of client transmission, wherein the page thermodynamic chart inquiry letter Breath includes network address and the inquiry beginning and ending time of the page to be checked；
Acquiring unit, for obtaining stand-by snapshots of web pages and stand-by visitor stop distribution according to the page thermodynamic chart query information Information, wherein the visitor that the stand-by visitor stops each unit region that distributed intelligence includes the page to be checked stops Information, unit area are to be divided the page to be checked；
Statistic unit, it is for statistical analysis for stopping distributed intelligence to the stand-by visitor, obtain the visit in each unit region Visitor stops statistical information；
Generation unit, for the visitor in page each unit to be checked region to be stopped statistical information and the stand-by webpage Snapshot is sent to the client, unites so that the client is stopped according to the visitor in page each unit to be checked region It counts information and the stand-by snapshots of web pages generates page thermodynamic chart.
10. device according to claim 9, which is characterized in that the acquiring unit is further used for:
According to the inquiry beginning and ending time of the page thermodynamic chart query information, determine whether the page thermodynamic chart query information is used In the real-time thermodynamic chart of inquiry；
In response to the determination page thermodynamic chart query information for inquiring real-time thermodynamic chart, it is corresponding to obtain the page to be checked Newest snapshots of web pages as stand-by snapshots of web pages, obtained from cache database the page to be checked real-time visitor stop Distributed intelligence, and acquired real-time visitor is stopped into distributed intelligence and is determined as stand-by visitor's stop distributed intelligence.
11. device according to claim 10, which is characterized in that the acquiring unit is further used for:
It is not intended to inquire real-time thermodynamic chart in response to the determination page thermodynamic chart query information, obtains the page to be checked Snapshots of web pages name list within the inquiry beginning and ending time；
The snapshots of web pages name list is sent to the client, so that the snapshots of web pages title is presented in the client List simultaneously receives the target webpage snapshot title that user is chosen in the snapshots of web pages name list presented；
The target webpage snapshot title that the client is sent is received, and according to the target webpage snapshot name acquiring target network Page snapshot, is determined as stand-by snapshots of web pages for the target webpage snapshot；
It is stopped in distributed information database in history visitor and inquires the page to be checked going through within the inquiry beginning and ending time History visitor stops distributed intelligence, and the history visitor found stop distributed intelligence is determined as stand-by visitor and stops distribution letter Breath.
12. device according to claim 10, which is characterized in that it includes each list that the real-time visitor, which stops distributed intelligence, Visitor's quantity in first region, each unit region of the page to be checked be according to unit area in the page to be checked What sequence from top to bottom was ranked up；And
Described device further includes visitor's amount calculation unit, and visitor's amount calculation unit includes:
Visitor's log acquisition unit, for obtaining visitor's log of the page to be checked in real time, wherein visitor's log packet At least one visitor's data are included, visitor's data include guest identification and guest access position, wherein guest access position refers to visitor Access the lowermost position of the page to be checked；
Determination unit, for executing following visitor's quantity and determining step: will for every visitor's data in visitor's log Unit area of the sequence before unit area where the guest access position in this visitor's data is determined as visitor and stops most Lower zone；Determine that whether the visitor stops the collating sequence in bottom region in pre-stored and this visitor data The corresponding history of guest identification stop after bottom region；The row in bottom region is stopped in response to the determination visitor Sequence sequence, will after history pre-stored, corresponding with the guest identification of this visitor's data stops bottom region The visitor stops bottom region and is determined as new history stop bottom region, and the visitor is stopped bottom region Visitor's quantity add 1, by last time save visitor corresponding with the guest identification in visitor's data stop bottom region Visitor's quantity subtract 1.
13. device according to claim 12, which is characterized in that visitor's log acquisition unit is further used for:
Visitor's data that real-time reception visitor's client is sent, wherein visitor's client is generated in real time by following steps Visitor's data:
When detecting that the ticker position of the page to be checked of visitor's control changes, determine that the scroll bar is being worked as Whether the residence time of front position is greater than preset minimum residence time threshold value；
Residence time in response to the determination scroll bar in current location is greater than preset minimum residence time threshold value, further Determine the currently displayed lowermost position of the page to be checked；
Visitor's data are generated by the guest identification of the visitor and identified lowermost position.
14. device according to claim 9, which is characterized in that it includes visitor's arrival rate that the visitor, which stops statistical information,； And
The statistic unit is further used for:
The accumulation visitor stop quantity that distributed intelligence statisticallys analyze each unit region is stopped according to the stand-by visitor；
The sum of the visitor's quantity of all unit areas for forming the page to be checked is determined as the total of the page to be checked Visitor's quantity；
For each unit area, the ratio that the accumulation visitor of the unit area stops quantity and total visitor's data is determined as Visitor's arrival rate of the unit area.
15. device according to claim 11, which is characterized in that described device further includes synchronization unit, and being used for will be described Real-time visitor in cache database stops distributed intelligence Timing Synchronization and stops in distributed information database to the history visitor.
16. device according to claim 12, which is characterized in that the page thermodynamic chart query information further includes shielding high letter Breath；And
Described device further include:
Division unit, for the page to be checked to be divided into an at least screen according to the high information of screen, wherein every screen includes at least One unit area；
Execution unit, for executing following steps for every screen in an at least screen:
Unit area of the sequence before the screen uppermost position is determined as to the top region of the screen, and most based on the screen The accumulation visitor of upper area stops visitor's arrival rate that quantity calculates the screen；
Visitor's arrival rate of the screen is sent to the client, so that the client according to the stand-by snapshots of web pages and is somebody's turn to do Visitor's arrival rate of screen generates the thermodynamic chart of the screen.
17. a kind of server, comprising:
One or more processors；
Storage device, for storing one or more programs,
When one or more of programs are executed by one or more of processors, so that one or more of processors are real Now such as method described in any one of claims 1-8.
18. a kind of computer readable storage medium, is stored thereon with computer program, which is characterized in that the program is by processor Such as method described in any one of claims 1-8 is realized when execution.
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Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111369126A (en) * 2020-02-28 2020-07-03 海信集团有限公司 Method and system for counting use data of enterprise IT system
CN112698898A (en) * 2020-12-29 2021-04-23 卡莱特（深圳）云科技有限公司 Method and system for generating thermodynamic diagram snapshot of play box terminal
CN113010831A (en) * 2021-04-06 2021-06-22 金宝贝网络科技(苏州)有限公司 Thermodynamic diagram optimization method, thermodynamic diagram optimization system and storage medium
CN113535288A (en) * 2020-04-20 2021-10-22 北京沃东天骏信息技术有限公司 Page data processing method, page display method and device

Citations (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101777080A (en) * 2010-03-19 2010-07-14 北京国双科技有限公司 User click data-based webpage analysis method
CN102722561A (en) * 2012-05-31 2012-10-10 刘志军 Method for analyzing webpage exit region and exit reason
CN102831218A (en) * 2012-08-17 2012-12-19 北京国双科技有限公司 Method and device for determining data in thermodynamic chart
CN102880695A (en) * 2012-09-19 2013-01-16 北京国双科技有限公司 Method and device for determining click location in website
CN103780414A (en) * 2012-10-22 2014-05-07 中国移动通信集团公司 Website access summarizing method and apparatus
US20140189576A1 (en) * 2012-09-10 2014-07-03 Applitools Ltd. System and method for visual matching of application screenshots
US20150286436A1 (en) * 2014-04-08 2015-10-08 International Business Machines Corporation File system snapshot data management in a multi-tier storage environment
CN105488205A (en) * 2015-12-09 2016-04-13 百度在线网络技术（北京）有限公司 Page generation method and page generation apparatus
CN106649373A (en) * 2015-10-30 2017-05-10 北京国双科技有限公司 Thermodynamic diagram display method and device

Patent Citations (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101777080A (en) * 2010-03-19 2010-07-14 北京国双科技有限公司 User click data-based webpage analysis method
CN102722561A (en) * 2012-05-31 2012-10-10 刘志军 Method for analyzing webpage exit region and exit reason
CN102831218A (en) * 2012-08-17 2012-12-19 北京国双科技有限公司 Method and device for determining data in thermodynamic chart
US20140189576A1 (en) * 2012-09-10 2014-07-03 Applitools Ltd. System and method for visual matching of application screenshots
CN102880695A (en) * 2012-09-19 2013-01-16 北京国双科技有限公司 Method and device for determining click location in website
CN103780414A (en) * 2012-10-22 2014-05-07 中国移动通信集团公司 Website access summarizing method and apparatus
US20150286436A1 (en) * 2014-04-08 2015-10-08 International Business Machines Corporation File system snapshot data management in a multi-tier storage environment
CN106649373A (en) * 2015-10-30 2017-05-10 北京国双科技有限公司 Thermodynamic diagram display method and device
CN105488205A (en) * 2015-12-09 2016-04-13 百度在线网络技术（北京）有限公司 Page generation method and page generation apparatus

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
马海祥: "怎么用热力图分析网页", 《HTTP://WWW.MAHAIXIANG.CN/ZNSEO/1639.HTML》 *

Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111369126A (en) * 2020-02-28 2020-07-03 海信集团有限公司 Method and system for counting use data of enterprise IT system
CN113535288A (en) * 2020-04-20 2021-10-22 北京沃东天骏信息技术有限公司 Page data processing method, page display method and device
CN112698898A (en) * 2020-12-29 2021-04-23 卡莱特（深圳）云科技有限公司 Method and system for generating thermodynamic diagram snapshot of play box terminal
CN113010831A (en) * 2021-04-06 2021-06-22 金宝贝网络科技(苏州)有限公司 Thermodynamic diagram optimization method, thermodynamic diagram optimization system and storage medium

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