CN108073597A - The page clicks on behavior methods of exhibiting, device and system - Google Patents

The page clicks on behavior methods of exhibiting, device and system Download PDF

Info

Publication number
CN108073597A
CN108073597A CN201610992019.8A CN201610992019A CN108073597A CN 108073597 A CN108073597 A CN 108073597A CN 201610992019 A CN201610992019 A CN 201610992019A CN 108073597 A CN108073597 A CN 108073597A
Authority
CN
China
Prior art keywords
clicks
page
click
click location
behavior
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
CN201610992019.8A
Other languages
Chinese (zh)
Inventor
王安迪
包佳杰
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Beijing Gridsum Technology Co Ltd
Original Assignee
Beijing Gridsum Technology Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Beijing Gridsum Technology Co Ltd filed Critical Beijing Gridsum Technology Co Ltd
Priority to CN201610992019.8A priority Critical patent/CN108073597A/en
Publication of CN108073597A publication Critical patent/CN108073597A/en
Pending legal-status Critical Current

Links

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90Details of database functions independent of the retrieved data types
    • G06F16/95Retrieval from the web
    • G06F16/954Navigation, e.g. using categorised browsing

Landscapes

  • Engineering & Computer Science (AREA)
  • Databases & Information Systems (AREA)
  • Theoretical Computer Science (AREA)
  • Radar, Positioning & Navigation (AREA)
  • Remote Sensing (AREA)
  • Data Mining & Analysis (AREA)
  • Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Information Transfer Between Computers (AREA)

Abstract

The invention discloses a kind of pages to click on behavior methods of exhibiting, device and system, and this method includes:Monitor the click behavior for the page;The page listened to is collected to click on the click location data of behavior and click on key mapping information;The click location data being collected into and click key mapping information are uploaded to server, so that server is classified according to the click location data received according to key mapping information is clicked on, and then count the corresponding number of clicks in difference keystroke position in each click location of the page;The corresponding number of clicks in difference keystroke position in each click location of the page is obtained from server;Number of clicks view is generated according to the corresponding number of clicks in difference keystroke position in each click location of the page respectively.Compared to the prior art, behavior methods of exhibiting is clicked on by the page provided by the invention and enriches view displaying information.

Description

The page clicks on behavior methods of exhibiting, device and system
Technical field
The present invention relates to field of computer technology more particularly to a kind of page to click on behavior methods of exhibiting, device and system.
Background technology
In the prior art, it is as follows to click on behavior methods of exhibiting for the page:After page click behavior is listened to, use JavaScript Tracker collect page click location data, and the page click location coordinate that this is collected into page-end Data sending to server end, received server-side page click location coordinate data counts page number of clicks and preserves system Meter is as a result, then headend equipment generates according to the statistical result from server acquisition statistical result and shows each of representation page The view for the number that location point is clicked.
From the foregoing, it will be observed that the existing page is clicked in behavior methods of exhibiting, it is general only to collect page click location coordinate data, The view of displaying can only show click location and number of clicks, in this way, the existing page clicks on the displaying of behavior methods of exhibiting Information is less.
The content of the invention
In view of the above problems, it is proposed that the present invention overcomes the above problem in order to provide one kind or solves at least partly The page for stating problem clicks on behavior methods of exhibiting, device and system.
A kind of page clicks on behavior methods of exhibiting, including:
Monitor the click behavior for the page;
The page listened to is collected to click on the click location data of behavior and click on key mapping information;
It by the click location data being collected into and clicks on key mapping information and is uploaded to server, so that server is according to receiving Click location data according to click on key mapping information classify, and then count each click location of the page on difference keystroke position Corresponding number of clicks;
The corresponding number of clicks in difference keystroke position in each click location of the page is obtained from server;
Number of clicks is generated respectively according to the corresponding number of clicks in difference keystroke position in each click location of the page to regard Figure.
Optionally, the page in each sub- period that the server is additionally operable in statistics certain period of time presets click Number of clicks on position;
The method further includes:
It compares the page in each sub- period and presets number of clicks in click location, if the page in a certain sub- period The difference for the number of clicks that the number of clicks of click location is preset in face and the page in other sub- periods presets click location is big In first threshold, it is determined that it is abnormal flow that the page in a certain sub- period, which clicks on the flow that behavior is formed,.
Optionally, the method further includes:
Analyze the abnormal cause of abnormal flow.
Optionally, the abnormal cause of the analysis abnormal flow, specifically includes:
Obtain the number of clicks of each different key mappings in a certain sub- period on predeterminated position;
Judge the number of clicks of a certain key mapping in a certain sub- period on predeterminated position and the click of other key mappings Whether the difference of number is more than second threshold, if it is, the abnormal cause of abnormal flow when clicking on behavior of a certain key mapping.
Optionally, the view is thermodynamic chart.
A kind of page clicks on behavior displaying device, including:
Monitoring unit, for monitoring the click behavior for the page;
Collector unit clicks on the click location data of behavior and click key mapping information for collecting the page listened to;
Uploading unit, for the click location being collected into data and click key mapping information to be uploaded to server, so that clothes Business device is classified according to the click location data received according to key mapping information is clicked on, and then counts each click location of the page The corresponding number of clicks in upper difference keystroke position;
Acquiring unit, for obtaining the corresponding click time in difference keystroke position in each click location of the page from server Number;
Generation unit, for being given birth to respectively according to the corresponding number of clicks in difference keystroke position in each click location of the page Into number of clicks view.
Optionally, the page in each sub- period that the server is additionally operable in statistics certain period of time presets click Number of clicks on position;
Described device further includes:
Comparing unit presets number of clicks in click location, if a certain for comparing the page in each sub- period The page that the page in the sub- period is preset in the number of clicks and other sub- periods of click location presets the point of click location The difference for hitting number is more than first threshold, it is determined that it is abnormal that the page in a certain sub- period, which clicks on the flow that behavior is formed, Flow.
Optionally, described device further includes:
Analytic unit, for analyzing the abnormal cause of abnormal flow.
Optionally, the analytic unit includes:
Subelement is obtained, for obtaining the click time of each different key mappings in a certain sub- period on predeterminated position Number;
Judgment sub-unit, for judge the number of clicks of a certain key mapping in a certain sub- period on predeterminated position with Whether the difference of the number of clicks of other key mappings is more than second threshold, if it is, abnormal during the click behavior of a certain key mapping The abnormal cause of flow.
A kind of page clicks on behavior display systems, including:Terminal, server and presentation device;
The terminal is for click behavior of the monitoring to the page shown on screen;It collects the page listened to and clicks on behavior Click location data and click on key mapping information;The click location data being collected into and click key mapping information are uploaded to service Device;
The server is used to according to key mapping information is clicked on be classified according to the click location data received, Jin Ertong Meter obtains the corresponding number of clicks in difference keystroke position in each click location of the page;
The presentation device is used to obtain the corresponding click in difference keystroke position in each click location of the page from server Number;Number of clicks view is generated according to the corresponding number of clicks in difference keystroke position in each click location of the page respectively.
By above-mentioned technical proposal, the page provided by the invention is clicked in behavior methods of exhibiting, except collecting what is listened to The page is clicked on outside the click location data of behavior, goes back bleeding point keystroke position information.When these information being collected into are uploaded to service After device, the click location data received can be carried out statistic of classification by server according to key mapping information is clicked on, each so as to obtain The corresponding number of clicks in difference keystroke position in click location.Then, displaying terminal is according to difference in each click location The page that the corresponding number of clicks in keystroke position generates difference keystroke position respectively clicks on behavior view.
It follows that the page that the present invention generates clicks on behavior view except that can show click location and number of clicks Outside, additionally it is possible to which key mapping information is clicked in displaying.Therefore, compared to the prior art, behavior exhibition is clicked on by the page provided by the invention Show that method enriches view displaying information.
Moreover, because the click event type of difference keystroke position triggering is different, therefore, the present invention is by different clicks The number of clicks of key mapping generates view respectively, can accurately reflect the event type of clicking trigger.
Above description is only the general introduction of technical solution of the present invention, in order to better understand the technological means of the present invention, And can be practiced according to the content of specification, and in order to allow above and other objects of the present invention, feature and advantage can It is clearer and more comprehensible, below the special specific embodiment for lifting the present invention.
Description of the drawings
By reading the detailed description of hereafter preferred embodiment, it is various other the advantages of and benefit it is common for this field Technical staff will be apparent understanding.Attached drawing is only used for showing the purpose of preferred embodiment, and is not considered as to the present invention Limitation.And throughout the drawings, the same reference numbers will be used to refer to the same parts.In the accompanying drawings:
Fig. 1 shows that the page provided in an embodiment of the present invention clicks on behavior methods of exhibiting flow diagram;
Fig. 2 shows that the page provided in an embodiment of the present invention clicks on behavior displaying apparatus structure schematic diagram;
Fig. 3 shows that the page provided in an embodiment of the present invention clicks on behavior display systems structure diagram.
Specific embodiment
The exemplary embodiment of the disclosure is more fully described below with reference to accompanying drawings.Although the disclosure is shown in attached drawing Exemplary embodiment, it being understood, however, that may be realized in various forms the disclosure without should be by embodiments set forth here It is limited.On the contrary, these embodiments are provided to facilitate a more thoroughly understanding of the present invention, and can be by the scope of the present disclosure Completely it is communicated to those skilled in the art.
Fig. 1 is that the page provided in an embodiment of the present invention clicks on behavior methods of exhibiting flow diagram.As shown in Figure 1, the party Method comprises the following steps:
S101, terminal monitoring are directed to the click behavior of the page.
The page that S102, terminal collection listen to clicks on the click location data of behavior and clicks on key mapping information:
JaveScript Tracker (JaveScript may be employed in the present invention:A kind of literal translation formula script is a kind of Regime type, weak type, the language based on prototype.Tracker:Tracker is a bit of JavaScript code, in page end Access behavior and the system information data of visitor is collected, is sent to data warehouse server.) collect the page click listened to The click location data of behavior and click key mapping information.
Click location data include the coordinate data of clicking operation position point.
Under normal circumstances, user carries out the page of display clicking operation by mouse, and mouse generally comprise left button, in Key and right button, correspondingly, the click behavior of the page of the user to being shown on screen include clicking on left button operation, put and hit key operation It is operated with click right.In this way, in embodiments of the present invention, which also correspondingly includes left button click, middle key It clicks on and clicks by right key.
The click location data being collected into and click key mapping information are uploaded to server by S103, terminal.
S104, server are classified according to the click location data received according to key mapping information is clicked on, and then are counted In each sub- period in each click location of the page in the corresponding number of clicks in difference keystroke position and certain period of time The page preset number of clicks in click location:
It is to be appreciated that when collecting the click location data of page click behavior and clicking on key mapping information, while can also receive Collect click location data and click on the corresponding relation of key mapping information.
Specifically, after server receives the click location data of upload and clicks on key mapping information, according to click location number According to the correspondence with click key mapping information, it will click on position data and classify according to key mapping information is clicked on, it will be same by clicking on The position data of one key mapping is divided into same class.Then difference keystroke position is corresponding in each click location of the server statistics page Number of clicks.
Example:
Clicking on key mapping includes left button, right button and middle key, will click on position data and is divided according to left button, right button and middle key Class, will be divided into one kind by the position data of click left button, and the position data that key is hit by point is divided into one kind, will be by click right Position data be divided into one kind.Then, the number of clicks under each classification of server statistics in each click location.
In addition, default click location can be any position of the page shown on screen.As an example, default click on position Put to be the button on the page.
Include multiple sub- periods in certain period of time, the duration of certain period of time and the duration of sub- period can be root It is set according to demand, as an example, certain period of time can be one month.The sub- period can be 1 day.
S105, displaying terminal obtain the corresponding click time in difference keystroke position in each click location of the page from server Number:
Specifically, displaying terminal from server obtains the key mapping of left, center, right three in each click location of the page and corresponds to respectively Number of clicks.
S106, displaying terminal are given birth to respectively according to the corresponding number of clicks in difference keystroke position in each click location of the page Into number of clicks view:
Specifically, the number of clicks generation left button in each click location under displaying terminal is classified according to left button is clicked on secondary Number view, according to key number of clicks view in the number of clicks generation in each click location under middle key sort, according to right button Number view is clicked in number of clicks generation in each click location under classification by right key.
As an example, the view described in the embodiment of the present invention can be thermodynamic chart.The thermodynamic chart can be shown on webpage. Generating the method for thermodynamic chart can be:Pre-define the corresponding face of different numbers of clicks under different classes of (i.e. different key mappings) Color, such as the corresponding color of left button are that the corresponding color of red, middle key is yellow, and the corresponding color of right button is blueness.It is and same The number of clicks of a location point under one classification is more, and corresponding color is deeper.
After statistics obtains the number of clicks in each click location of each different key mappings, by each position in thermodynamic chart It puts point-rendering and is clicked color corresponding to number into corresponding location point, so as to which user is made more to be intuitive to see in the page Hot spot click on area.
It is to be appreciated that in embodiments of the present invention, displaying terminal can be same terminal with terminal, may not be same Terminal.
It is to be appreciated that clicking on behavior methods of exhibiting by the page provided by the invention, abnormal flow can also be judged.In order to It can interpolate that whether the flow that click behavior generates is abnormal flow, as specific embodiments of the present invention, side described above Method can also comprise the following steps:
The page that S107, displaying terminal were compared in each sub- period presets the number of clicks in click location, if a certain The page that the page in the sub- period is preset in the number of clicks and other sub- periods of click location presets the point of click location The difference for hitting number is more than first threshold, it is determined that it is abnormal that the page in a certain sub- period, which clicks on the flow that behavior is formed, Flow:
It is to be appreciated that the step can be performed by server, can also first be obtained by displaying terminal from server certain The page in each sub- period in period presets the number of clicks in click location, then performs the step again.
It is exemplified below and how to determine abnormal flow.Such as:Page out of October 1 to October 31 this period of time The number of clicks of a certain button in face is 200,000 times, and the number of clicks in 5 this day of October is 50,000 times, and October 5 this The number of clicks of it the button is significantly greater than the button number of clicks on other dates, and difference is more than first threshold, such as 3 Ten thousand times, then it can determine that October 5, this intraday flow for clicking on button formation was abnormal flow.
The abnormal cause of S107, displaying terminal analysis abnormal flow:
As the specific embodiment of the present invention, the abnormal cause of the analysis abnormal flow specifically includes:
Obtain the number of clicks of each different key mappings in a certain sub- period on predeterminated position;
Judge the number of clicks of a certain key mapping in a certain sub- period on predeterminated position and the click of other key mappings Whether the difference of number is more than second threshold, if it is, the abnormal cause of abnormal flow when clicking on behavior of a certain key mapping.
It is to be appreciated that the executive agent of the step can be displaying terminal.
In order to readily understand how the abnormal cause of analysis abnormal flow, it is exemplified below.
Still with above-mentioned illustration.In step s 106, this intraday stream clicked on button and formed on October 5 is determined It measures as abnormal flow.The abnormal cause of abnormal flow generation is analyzed further below.
The number of clicks of three key mappings in left, center, right of the above-mentioned button of on October 5 this day is obtained, for example, the click of left button Number is 8000, and the number of clicks of middle key is 2000, and the number of clicks of right button is 40000.Second threshold is 10000, right button The difference of number of clicks and the number of clicks of left button (or middle key) is all higher than second threshold 10000, then can determine to click by right key The flow of generation is abnormal flow.
So, it can be determined that a certain user is practised fraud by click right.
The specific embodiment of behavior methods of exhibiting is clicked on for the page provided in an embodiment of the present invention above.It is specific by this The page of embodiment generation clicks on behavior view in addition to it can show click location and number of clicks, additionally it is possible to which displaying is clicked on Key mapping information.Therefore, compared to the prior art, behavior methods of exhibiting is clicked on by the page provided by the invention and enriches view exhibition Show information.
Moreover, because the click event type of difference keystroke position triggering is different, therefore, the present invention is by different clicks The number of clicks of key mapping generates view respectively, can accurately reflect the event type of clicking trigger.
Further, to judging abnormal flow and the abnormal cause of abnormal flow can also be divided using above-mentioned view Analysis.
Behavior methods of exhibiting is clicked on based on the page that above-described embodiment provides, the present invention also provides the pages to click on behavior exhibition The specific embodiment of showing device.Referring specifically to following embodiment.
Fig. 2 is that the page provided in an embodiment of the present invention clicks on behavior displaying apparatus structure schematic diagram.As shown in Fig. 2, the dress It puts including with lower unit:
Monitoring unit 21, for monitoring the click behavior for the page;
Collector unit 22 clicks on the click location data of behavior and click key mapping information for collecting the page listened to;
Uploading unit 23, for the click location being collected into data and click key mapping information to be uploaded to server, so that Server is classified according to the click location data received according to key mapping information is clicked on, and then counts each click position of the page Put the corresponding number of clicks in difference keystroke position;
Acquiring unit 24, for obtaining the corresponding click time in difference keystroke position in each click location of the page from server Number;
Generation unit 25, for being distinguished according to the corresponding number of clicks in difference keystroke position in each click location of the page Generate number of clicks view.As an example, the view can be thermodynamic chart.
The page that the present invention generates clicks on behavior view in addition to it can show click location and number of clicks, additionally it is possible to Key mapping information is clicked in displaying.Therefore, compared to the prior art, behavior is clicked on by the page provided by the invention and shows that device generates View enrich view displaying information.
In order to judge abnormal flow, the server was additionally operable in each sub- period in statistics certain period of time The page preset number of clicks in click location;Device described above can also include:
Comparing unit 26 presets number of clicks in click location for comparing the page in each sub- period, if certain The page in one sub- period presets the number of clicks of click location and the page in other sub- periods presets click location The difference of number of clicks is more than first threshold, it is determined that it is different that the page in a certain sub- period, which clicks on the flow that behavior is formed, Normal flow.
In order to further analyze the abnormal cause of abnormal flow, device described above can further include:
Analytic unit 27, for analyzing the abnormal cause of abnormal flow.
As the specific embodiment of the present invention, the analytic unit 27 can include:
Subelement 271 is obtained, for obtaining the point of each different key mappings in a certain sub- period on predeterminated position Hit number;
Judgment sub-unit 272, for judging the click of a certain key mapping in a certain sub- period on predeterminated position time Whether number and the difference of the number of clicks of other key mappings are more than second threshold, if it is, during the click behavior of a certain key mapping The abnormal cause of abnormal flow.
The page, which clicks on behavior displaying device, includes processor and memory, above-mentioned monitoring unit, collector unit, upload Unit, acquiring unit, generation unit, comparing unit and analytic unit etc. are used as program unit storage in memory, by Reason device performs above procedure unit stored in memory to realize corresponding function.
Comprising kernel in processor, gone in memory to transfer corresponding program unit by kernel.Kernel can set one Or more, enrich the information that the page clicks on the displaying of behavior view by adjusting kernel parameter.
Memory may include computer-readable medium in volatile memory, random access memory (RAM) and/ Or the forms such as Nonvolatile memory, such as read-only memory (ROM) or flash memory (flash RAM), memory includes at least one deposit Store up chip.
The page that the present invention generates clicks on behavior view in addition to it can show click location and number of clicks, additionally it is possible to Key mapping information is clicked in displaying.Therefore, compared to the prior art, behavior is clicked on by the page provided by the invention and shows that device generates View enrich view displaying information.Moreover, because the click event type of difference keystroke position triggering is different, therefore, this Invention generates view respectively by the number of clicks to difference keystroke position, can accurately reflect the event class of clicking trigger Type.
It is first when being performed on data processing equipment, being adapted for carrying out present invention also provides a kind of computer program product The program code of beginningization there are as below methods step:
Monitor the click behavior for the page;
The page listened to is collected to click on the click location data of behavior and click on key mapping information;
It by the click location data being collected into and clicks on key mapping information and is uploaded to server, so that server is according to receiving Click location data according to click on key mapping information classify, and then count each click location of the page on difference keystroke position Corresponding number of clicks;
The corresponding number of clicks in difference keystroke position in each click location of the page is obtained from server;
Number of clicks is generated respectively according to the corresponding number of clicks in difference keystroke position in each click location of the page to regard Figure.
Behavior methods of exhibiting and device are clicked on based on the page that above-described embodiment provides, the present invention also provides a kind of pages Click behavior display systems, referring specifically to following embodiment.
Fig. 3 is that the page provided in an embodiment of the present invention clicks on behavior display systems structure diagram.As shown in figure 3, this is System is included with lower structure:Terminal 31, server 32 and presentation device 33;
The terminal 31 is for click behavior of the monitoring to the page shown on screen;It collects the page listened to and clicks on row For click location data and click on key mapping information;The click location data being collected into and click key mapping information are uploaded to service Device;
The server 32 is used to according to key mapping information is clicked on be classified according to the click location data received, and then Statistics obtains the corresponding number of clicks in difference keystroke position in each click location of the page;
The presentation device 33 is used to obtain the corresponding point in difference keystroke position in each click location of the page from server Hit number;Number of clicks is generated respectively according to the corresponding number of clicks in difference keystroke position in each click location of the page to regard Figure.
It should be understood by those skilled in the art that, embodiments herein can be provided as method, system or computer program Product.Therefore, the reality in terms of complete hardware embodiment, complete software embodiment or combination software and hardware can be used in the application Apply the form of example.Moreover, the computer for wherein including computer usable program code in one or more can be used in the application The computer program production that usable storage medium is implemented on (including but not limited to magnetic disk storage, CD-ROM, optical memory etc.) The form of product.
The application is with reference to the flow according to the method for the embodiment of the present application, equipment (system) and computer program product Figure and/or block diagram describe.It should be understood that it can be realized by computer program instructions every first-class in flowchart and/or the block diagram The combination of flow and/or box in journey and/or box and flowchart and/or the block diagram.These computer programs can be provided The processor of all-purpose computer, special purpose computer, Embedded Processor or other programmable data processing devices is instructed to produce A raw machine so that the instruction performed by computer or the processor of other programmable data processing devices is generated for real The device for the function of being specified in present one flow of flow chart or one box of multiple flows and/or block diagram or multiple boxes.
These computer program instructions, which may also be stored in, can guide computer or other programmable data processing devices with spy Determine in the computer-readable memory that mode works so that the instruction generation being stored in the computer-readable memory includes referring to Make the manufacture of device, the command device realize in one flow of flow chart or multiple flows and/or one box of block diagram or The function of being specified in multiple boxes.
These computer program instructions can be also loaded into computer or other programmable data processing devices so that counted Series of operation steps is performed on calculation machine or other programmable devices to generate computer implemented processing, so as in computer or The instruction offer performed on other programmable devices is used to implement in one flow of flow chart or multiple flows and/or block diagram one The step of function of being specified in a box or multiple boxes.
In a typical configuration, computing device includes one or more processors (CPU), input/output interface, net Network interface and memory.
Memory may include computer-readable medium in volatile memory, random access memory (RAM) and/ Or the forms such as Nonvolatile memory, such as read-only memory (ROM) or flash memory (flash RAM).Memory is computer-readable Jie The example of matter.
Computer-readable medium includes permanent and non-permanent, removable and non-removable media can be by any method Or technology come realize information store.Information can be computer-readable instruction, data structure, the module of program or other data. The example of the storage medium of computer includes, but are not limited to phase transition internal memory (PRAM), static RAM (SRAM), moves State random access memory (DRAM), other kinds of random access memory (RAM), read-only memory (ROM), electric erasable Programmable read only memory (EEPROM), fast flash memory bank or other memory techniques, read-only optical disc read-only memory (CD-ROM), Digital versatile disc (DVD) or other optical storages, magnetic tape cassette, the storage of tape magnetic rigid disk or other magnetic storage apparatus Or any other non-transmission medium, the information that can be accessed by a computing device available for storage.It defines, calculates according to herein Machine readable medium does not include temporary computer readable media (transitory media), such as data-signal and carrier wave of modulation.
It these are only embodiments herein, be not limited to the application.To those skilled in the art, The application can have various modifications and variations.All any modifications made within spirit herein and principle, equivalent substitution, Improve etc., it should be included within the scope of claims hereof.

Claims (10)

1. a kind of page clicks on behavior methods of exhibiting, which is characterized in that including:
Monitor the click behavior for the page;
The page listened to is collected to click on the click location data of behavior and click on key mapping information;
The click location data being collected into and click key mapping information are uploaded to server, so that server is according to the point received It hits position data and classifies according to key mapping information is clicked on, and then count difference keystroke position in each click location of the page and correspond to Number of clicks;
The corresponding number of clicks in difference keystroke position in each click location of the page is obtained from server;
Number of clicks view is generated according to the corresponding number of clicks in difference keystroke position in each click location of the page respectively.
2. according to the method described in claim 1, it is characterized in that, the server is additionally operable to count every in certain period of time The page in one sub- period presets the number of clicks in click location;
The method further includes:
It compares the page in each sub- period and presets number of clicks in click location, if the page in a certain sub- period is pre- If the difference that the page in the number of clicks of click location and other sub- periods presets the number of clicks of click location is more than the One threshold value, it is determined that it is abnormal flow that the page in a certain sub- period, which clicks on the flow that behavior is formed,.
3. according to the method described in claim 2, it is characterized in that, the method further includes:
Analyze the abnormal cause of abnormal flow.
4. according to the method described in claim 3, it is characterized in that, the abnormal cause of the analysis abnormal flow, specifically includes:
Obtain the number of clicks of each different key mappings in a certain sub- period on predeterminated position;
Judge the number of clicks of a certain key mapping in a certain sub- period on predeterminated position and the number of clicks of other key mappings Difference whether be more than second threshold, if it is, a certain key mapping click on behavior when abnormal flow abnormal cause.
5. according to claim 1-4 any one of them methods, which is characterized in that the view is thermodynamic chart.
6. a kind of page clicks on behavior displaying device, which is characterized in that including:
Monitoring unit, for monitoring the click behavior for the page;
Collector unit clicks on the click location data of behavior and click key mapping information for collecting the page listened to;
Uploading unit, for the click location being collected into data and click key mapping information to be uploaded to server, so that server Classified according to the click location data received according to key mapping information is clicked on, and then counted in each click location of the page not The corresponding number of clicks with click key mapping;
Acquiring unit, for obtaining the corresponding number of clicks in difference keystroke position in each click location of the page from server;
Generation unit, for being generated respectively a little according to the corresponding number of clicks in difference keystroke position in each click location of the page Hit number view.
7. device according to claim 6, which is characterized in that the server is additionally operable to every in statistics certain period of time The page in one sub- period presets the number of clicks in click location;
Described device further includes:
Comparing unit presets number of clicks in click location, if a certain period of the day from 11 p.m. to 1 a.m for comparing the page in each sub- period Between the page in section preset the number of clicks of click location and the page in other sub- periods presets the click time of click location Several differences is more than first threshold, it is determined that it is exception stream that the page in a certain sub- period, which clicks on the flow that behavior is formed, Amount.
8. device according to claim 7, which is characterized in that described device further includes:
Analytic unit, for analyzing the abnormal cause of abnormal flow.
9. device according to claim 8, which is characterized in that the analytic unit includes:
Subelement is obtained, for obtaining the number of clicks of each different key mappings in a certain sub- period on predeterminated position;
Judgment sub-unit, for judge the number of clicks of a certain key mapping in a certain sub- period on predeterminated position with it is other Whether the difference of the number of clicks of key mapping is more than second threshold, if it is, abnormal flow during the click behavior of a certain key mapping Abnormal cause.
10. a kind of page clicks on behavior display systems, which is characterized in that including:Terminal, server and presentation device;
The terminal is for click behavior of the monitoring to the page shown on screen;Collect the point that the page listened to clicks on behavior It hits position data and clicks on key mapping information;The click location data being collected into and click key mapping information are uploaded to server;
The server is used to according to key mapping information is clicked on be classified according to the click location data received, and then counts To the corresponding number of clicks in difference keystroke position in each click location of the page;
The presentation device is used to obtain the corresponding number of clicks in difference keystroke position in each click location of the page from server; Number of clicks view is generated according to the corresponding number of clicks in difference keystroke position in each click location of the page respectively.
CN201610992019.8A 2016-11-10 2016-11-10 The page clicks on behavior methods of exhibiting, device and system Pending CN108073597A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201610992019.8A CN108073597A (en) 2016-11-10 2016-11-10 The page clicks on behavior methods of exhibiting, device and system

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201610992019.8A CN108073597A (en) 2016-11-10 2016-11-10 The page clicks on behavior methods of exhibiting, device and system

Publications (1)

Publication Number Publication Date
CN108073597A true CN108073597A (en) 2018-05-25

Family

ID=62154753

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201610992019.8A Pending CN108073597A (en) 2016-11-10 2016-11-10 The page clicks on behavior methods of exhibiting, device and system

Country Status (1)

Country Link
CN (1) CN108073597A (en)

Cited By (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109063206A (en) * 2018-09-17 2018-12-21 北京点网聚科技有限公司 article monitoring method and device
CN109376071A (en) * 2018-09-03 2019-02-22 平安普惠企业管理有限公司 Application software exception feedback method, device, computer equipment and storage medium
CN109471987A (en) * 2018-10-10 2019-03-15 北京奇虎科技有限公司 Thermodynamic chart processing method, device and electronic equipment
CN110381063A (en) * 2019-07-22 2019-10-25 秒针信息技术有限公司 A kind of method and device of determining cheating flow
CN110889056A (en) * 2019-12-06 2020-03-17 北京百度网讯科技有限公司 Page marking method and device
CN115033825A (en) * 2022-06-21 2022-09-09 北京达佳互联信息技术有限公司 Page data processing method, device, equipment and medium

Citations (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101299688A (en) * 2008-06-13 2008-11-05 北京缔元信互联网数据技术有限公司 Method for acquiring touching quantity of web page area
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
CN102385581A (en) * 2010-09-01 2012-03-21 蒋斌 Control method and control device for issuing advertisements according to key features of net playing equipment
CN103488507A (en) * 2013-09-18 2014-01-01 北京思特奇信息技术股份有限公司 User behavior trajectory playback method
CN103530431A (en) * 2013-11-06 2014-01-22 北京国双科技有限公司 Data processing method and device for webpage clicking amount statistics
CN103559278A (en) * 2013-11-06 2014-02-05 北京国双科技有限公司 Data processing method and device for webpage page click quantity statistics
CN104714948A (en) * 2013-12-11 2015-06-17 部落邦(北京)科技有限责任公司 Method, system and thermodynamic diagram display device for replaying user web page operation behavior
CN104881408A (en) * 2014-02-27 2015-09-02 腾讯科技(深圳)有限公司 Method, device and system for counting number of clicks on page and displaying result
US20150309690A1 (en) * 2014-04-24 2015-10-29 Alibaba Group Holding Limited Method and system for searching information records

Patent Citations (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101299688A (en) * 2008-06-13 2008-11-05 北京缔元信互联网数据技术有限公司 Method for acquiring touching quantity of web page area
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
CN102385581A (en) * 2010-09-01 2012-03-21 蒋斌 Control method and control device for issuing advertisements according to key features of net playing equipment
CN103488507A (en) * 2013-09-18 2014-01-01 北京思特奇信息技术股份有限公司 User behavior trajectory playback method
CN103530431A (en) * 2013-11-06 2014-01-22 北京国双科技有限公司 Data processing method and device for webpage clicking amount statistics
CN103559278A (en) * 2013-11-06 2014-02-05 北京国双科技有限公司 Data processing method and device for webpage page click quantity statistics
CN104714948A (en) * 2013-12-11 2015-06-17 部落邦(北京)科技有限责任公司 Method, system and thermodynamic diagram display device for replaying user web page operation behavior
CN104881408A (en) * 2014-02-27 2015-09-02 腾讯科技(深圳)有限公司 Method, device and system for counting number of clicks on page and displaying result
US20150309690A1 (en) * 2014-04-24 2015-10-29 Alibaba Group Holding Limited Method and system for searching information records

Cited By (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109376071A (en) * 2018-09-03 2019-02-22 平安普惠企业管理有限公司 Application software exception feedback method, device, computer equipment and storage medium
CN109063206A (en) * 2018-09-17 2018-12-21 北京点网聚科技有限公司 article monitoring method and device
CN109063206B (en) * 2018-09-17 2020-11-27 北京一点网聚科技有限公司 Article monitoring method and device
CN109471987A (en) * 2018-10-10 2019-03-15 北京奇虎科技有限公司 Thermodynamic chart processing method, device and electronic equipment
CN110381063A (en) * 2019-07-22 2019-10-25 秒针信息技术有限公司 A kind of method and device of determining cheating flow
CN110889056A (en) * 2019-12-06 2020-03-17 北京百度网讯科技有限公司 Page marking method and device
CN110889056B (en) * 2019-12-06 2023-08-22 北京百度网讯科技有限公司 Page marking method and device
CN115033825A (en) * 2022-06-21 2022-09-09 北京达佳互联信息技术有限公司 Page data processing method, device, equipment and medium

Similar Documents

Publication Publication Date Title
CN108073597A (en) The page clicks on behavior methods of exhibiting, device and system
US11670021B1 (en) Enhanced graphical user interface for representing events
CN110399293B (en) System test method, device, computer equipment and storage medium
CN106649063B (en) Method and system for monitoring time-consuming data during program operation
CN107168854B (en) Internet advertisement abnormal click detection method, device, equipment and readable storage medium
CN105550184B (en) A kind of information acquisition method and device
CN107797894B (en) APP user behavior analysis method and device
CN103729446B (en) A kind of processing method, processing unit and the server of user's operation data
CN105809035B (en) The malware detection method and system of real-time behavior is applied based on Android
US10579659B2 (en) Method, apparatus, electronic equipment and storage medium for performing screening and statistical operation on data
CN104021248B (en) A kind of airborne machinery product FMECA analysis methods
CN103793484A (en) Fraudulent conduct identification system based on machine learning in classified information website
CN107800591A (en) A kind of analysis method of unified daily record data
US8928663B2 (en) Visualizing correlations in multi-dimensional data
CN110489314A (en) Model method for detecting abnormality, device, computer equipment and storage medium
CN106201886A (en) The Proxy Method of the checking of a kind of real time data task and device
CN106878108A (en) Network flow playback method of testing and device
CN106649372A (en) Display method and device for advertisement clicks in thermodynamic diagram
CN107563621A (en) A kind of website user's wastage analysis method and device
US20160132798A1 (en) Service-level agreement analysis
CN112528166A (en) User relationship analysis method and device, computer equipment and storage medium
CN109582548B (en) Page element circle selection method and device based on non-buried points
CN113448834A (en) Buried point testing method and device, electronic equipment and storage medium
CN106201887B (en) A kind of verification method and device of off-line data task
CN107430590B (en) System and method for data comparison

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
CB02 Change of applicant information

Address after: 100080 No. 401, 4th Floor, Haitai Building, 229 North Fourth Ring Road, Haidian District, Beijing

Applicant after: Beijing Guoshuang Technology Co.,Ltd.

Address before: 100086 Cuigong Hotel, 76 Zhichun Road, Shuangyushu District, Haidian District, Beijing

Applicant before: Beijing Guoshuang Technology Co.,Ltd.

CB02 Change of applicant information
RJ01 Rejection of invention patent application after publication

Application publication date: 20180525

RJ01 Rejection of invention patent application after publication