CN103530029A - EMS graphical dynamic menu display method based on human-computer interface user behavior analysis - Google Patents
EMS graphical dynamic menu display method based on human-computer interface user behavior analysis Download PDFInfo
- Publication number
- CN103530029A CN103530029A CN201310520838.9A CN201310520838A CN103530029A CN 103530029 A CN103530029 A CN 103530029A CN 201310520838 A CN201310520838 A CN 201310520838A CN 103530029 A CN103530029 A CN 103530029A
- Authority
- CN
- China
- Prior art keywords
- user behavior
- dynamic menu
- man
- picture
- ems
- 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.)
- Granted
Links
Images
Landscapes
- User Interface Of Digital Computer (AREA)
Abstract
The invention provides an EMS graphical dynamic menu display method based on human-computer interface user behavior analysis. The method includes allowing a system to read user behavior configuring files; acquiring user behavior data in real time; determining whether the user behavior data is valid or not; storing and analyzing the data to form a user behavior analyzing result data set; storing the user behavior analyzing result data set; allowing the system to read user behavior analyzing results, and displaying the user behavior analyzing results through dynamic menus. According to the method, in daily usage of an EMS human-computer interface, effective graphical information with high-degree correlation and page quick portal links are provided to users in a dynamic-menu manner, user experience on daily operating is improved, daily schedule efficiency is improved, and system intelligentization is shown.
Description
Technical field
The present invention relates to a kind of method in electric system artificial intelligence and graphical display technics field, specifically relate to a kind of EMS figure dynamic menu methods of exhibiting based on man-machine interface user behavior analysis.
Background technology
EMS(Energy Management System, energy management system) be a complicated electric system, the quality of system has directly affected the upper exploitation of advanced applied software of EMS and the success or failure of whole system.From function, EMS graphics system mainly comprises: exploitation and production system figure, plant stand figure and various application picture; By picture, set up network topology structure, set up the required math block such as state estimation, dispatcher training system; Picture data on screen and database are connected, automatically produce upper diagram data information, and the displaying of form, curve, pie chart, picture and video is provided; Various information on dynamic refresh picture; By graphic picture, operate etc.
The graphic display system of existing EMS is just drawn and shows existing graphic file, and a large amount of behavioural habits data that produce are not effectively utilized and excavate to user's routine use time, lack in man-machine interface user behavior analysis the ability of being shown.
Summary of the invention
For overcoming above-mentioned the deficiencies in the prior art, the invention provides a kind of EMS figure dynamic menu methods of exhibiting based on man-machine interface user behavior analysis, the method is by the routine use of EMS man-machine interface, mode by dynamic menu provides effective and high degree of correlation graphical information to link with entrance to user, mode by " without bothering " is caught and analysis user behavioral data automatically, make EMS yardman in the situation that not carrying out operation bidirectional automatic acquisition a series of image informations that the multiple degree of correlation is the highest under current operation business with reference to prompting with Picture switch entrance, promoted the impression of user's regular job, improved the efficiency of scheduler routine, embodied the intellectuality of system.
Realizing the solution that above-mentioned purpose adopts is:
An EMS figure dynamic menu methods of exhibiting for man-machine interface user behavior analysis, its improvements are: said method comprising the steps of: I, read user behavior configuration file;
II, human-computer interface module Real-time Obtaining user behavior data;
III, judge that whether described user behavior data is effective;
IV, record are also analyzed data formation user behavior analysis result data collection;
V, store described user behavior analysis result data collection;
VI, system read described user behavior analysis result, by dynamic menu, show described user behavior analysis result.
Further, described user behavior configuration file comprises page threshold value effective time, the dynamic menu item number upper limit, graphic file Exclude Lists and dynamic menu text color;
According to described user behavior configuration file, set up the incidence relation of record, analysis and the displaying of user behavior and figure.
Further, in described Step II, described user behavior data comprises that graphic file title after graphic file title before current man-machine login user information, Picture switch, Picture switch, picture browse the residence time.
Further, described Step II comprises: human-computer interface module adopts " noiseless " formula to collect user behavior data, monitor the behavior act that switches graphic picture with the man-machine interface user who catches EMS system, contact the analysis of man-machine picture context and whether record this action message; Real-time Obtaining user is switched the operation behavior of graphic picture as user behavior data.
Further, in described Step II I:
Judge that whether described user behavior data is effective, condition for validity comprises that original picture browses the residence time and be greater than page threshold value effective time, and picture is not included in graphic file Exclude Lists, and any one does not meet that described user behavior data is invalid.
Further, described graphic file Exclude Lists and page threshold value effective time configure separately by user.
Further, described step VI comprises:
The statistical indices of the system acquisition picture degree of correlation, comprise under active user browsing under frequency statistics, active user of all pictures browsed to switching next width picture frequency statistics associated to man-machine current figure under duration statistics and active user to all pictures, determine and browse the picture degree of correlation; Pushing to EMS figure dynamic menu shows.
Further, the storage information of different man-machine interface login users does not interfere with each other, and user behavior analysis comprises distinguishing to be analyzed different man-machine interface login users.
Further, the pad name of described dynamic menu shows with different color, if menu content changes, pad name word is by flickering display N second, and wherein, N is determined by user behavior configuration file;
The drop-down menu item of described dynamic menu comprises word and the front point of scintillation of word, if the relational graph of certain menu item representative changes, by the round dot glimmering, is pointed out, and glimmers N second, and wherein, N is determined by user behavior configuration file;
The dynamic menu title color of described dynamic menu, word flash color, point of scintillation color, scintillation time, the contained menu item number of every class dynamic menu configure separately by user.
Further, in described step VI, with the form of dynamic menu, express the operation behavior mode that user forms for daily switching figure, described dynamic menu comprises that word shows, figure links and the form of dynamic change.
Compared with prior art, the present invention has following beneficial effect:
(1) method of the present invention is applied to the man-machine interface operating environment of EMS system, by the regular job information to user's man-machine interface, carry out data acquisition and background intelligent is analyzed, for providing the high and effective graphical information of the degree of correlation to browse entrance with monitored picture, user links, embody the intellectuality of system, met the demand for development of intelligent grid.
(2) method of the present invention adopts the computing machine of " without bothering " formula automatically to collect user behavior information, the action of the user of human-computer interface system being switched to graphic picture monitors and catches, and by background service program, contact the analysis of man-machine picture context and whether record this action message, make EMS yardman in the situation that not carrying out operation bidirectional automatic acquisition a series of image informations that the multiple degree of correlation is the highest under current operation business with reference to prompting with Picture switch entrance, convenient for users, and it is unaffected to have guaranteed that original figure is browsed performance.
(3) method of the present invention expresses with the form of dynamic menu (link+dynamic change of word demonstration+figure) the operation behavior mode that user forms for daily switching figure, by routine use at most also modal static menu behavior is transformed into expressive dynamic menu real-time update, the method has promoted the impression of user's regular job, has improved work efficiency.
(4) method innovation of the present invention gets off the daily figure browse operation behavior record of yardman, in legacy system, all not relating to the user behavior that maybe will not record refines through the analysis of the inventive method, show the value of its uniqueness, for yardman analyzes operation of power networks state, from another angle, provide useful reference.
Accompanying drawing explanation
Fig. 1 is the process flow diagram of user behavior collection, analysis and displaying;
Fig. 2 is that dynamic menu is shown schematic diagram.
Embodiment
Below in conjunction with accompanying drawing, the specific embodiment of the present invention is described in further detail.
As shown in Figure 1, Fig. 1 is man-machine user behavior collection, analysis and methods of exhibiting process flow diagram; Comprise following:
Step 1, user behavior configuration file read in human-computer interface module, as obtaining and analyze the needed application configuration information of the user behavior data of collecting.
Described user behavior configuration file comprises: page threshold value effective time, the dynamic menu item number upper limit, graphic file Exclude Lists and each dynamic menu text color etc., form the internal correlation relation to user behavior and relational graph record, analysis and displaying by user behavior configuration file.
Whether described page threshold value effective time is switched effectively also and is recorded and the Rule of judgment of analyzing as this graphical page;
The described dynamic menu item number upper limit is shown at most how many contents with being construed as limiting dynamic menu;
Described graphic file Exclude Lists is as graphic file blacklist is set.
Step 2, monitor and catch at any time the user behavior data of man-machine interface.
The user behavior of described man-machine interface is to switch graphic picture operation behavior for user.
The user behavior data gathering comprises following attribute, comprises that graphic file title after graphic file title before current man-machine login user information, Picture switch, Picture switch, picture browse the residence time.
After gathering user behavior data, need to judge at once that whether the data message of collection is effective, enter Step II I.
Step 3, judge that whether described user behavior data is effective, effectively condition comprises following 2 points: 1. original picture is browsed the residence time and is greater than " page threshold value effective time ", and 2. this picture is not included in " graphic file Exclude Lists ".Above-mentioned condition is arbitrary not to be met, and it is invalid that these data are thought.
Above-mentioned " graphic file Exclude Lists " and " page threshold value effective time " all can be configured separately by user in user behavior configuration file.
Step 4, recording user behavioral data, and it is carried out and is analyzed, user behavior analysis result data collection formed.
To user behavior analysis, mainly by following 3 kinds of statistics of browsing the picture degree of correlation are realized, picture degree of correlation statistical indices comprises:
● to all pictures under active user, browse frequency statistics (adding up effective number of visits of the picture that all these users browsed);
● under active user, all pictures are browsed to duration statistics (adding up effective browsing time summation of the picture that all these users browsed);
● switching next width picture frequency statistics associated to man-machine current figure under active user (adding up effective number of visits of the picture that all these users browse at next width of current picture in history).
The storage information of different man-machine interface login users does not interfere with each other, and user behavior analysis is comprised distinguishing different man-machine interface login users is analyzed.
Step 5, storage user behavior analysis result data collection, the basic data of showing as figure dynamic menu.
Step 6, read user behavior analysis result data collection, carry out relational graph intelligently pushing dynamic menu and show, according to figure, push and show result, click dynamic menu switches corresponding graphic picture.
By the dynamic menu of drop-down various classification, browse corresponding picture degree of correlation N picture item from high to low under this classification, when menu content changes, by the flicker of menu text and the point of scintillation before drop-down menu item word, remind.Click menu content and can switch man-machine browser in the graphic picture of appointment.
Wherein, 1) pad name shows with different colors, if affiliated menu content changes, pad name word is by flickering display N second.Wherein, N is determined by user behavior configuration file.
2) drop-down menu item by word and word before point of scintillation form, if the relational graph of certain menu item representative changes (appearance/precedence variation first etc.), by the round dot of flicker, pointed out flicker N second.Wherein, N is determined by user behavior configuration file.
3) every class dynamic menu title color, word flash color, point of scintillation color, scintillation time, the contained menu item number of every class dynamic menu all can be by user's configurations separately in user behavior configuration file.
By this dynamic menu, user is not in the situation that carrying out any operation bidirectional, by the automatic Collection and analysis user of computer background, about switching the behavior of figure, also shown, adopt the computing machine of " without bothering " formula automatically to collect user behavior information, the action that the user of human-computer interface system is switched to graphic picture monitors and catches, and contacts the analysis of man-machine picture context and whether record this action message; Form with dynamic menu (link+dynamic change of word demonstration+figure) is expressed the operation behavior mode that user forms for daily switching figure.
The method that man-machine relational graph dynamic menu based on user behavior analysis in the above-mentioned EMS system relating to is shown realizes based on existing EMS system human-computer interface module, in the man-machine interface of existing EMS system, carries out data acquisition and analyzes and show with adopting the inventive method.
Method of the present invention has realized following functions:
(1) at the toolbar of man-machine interface, generate the dynamic menu of following classification: comprise that active user browses the highest picture menu of the frequency, the longest picture menu of active user's browsing time, the highest picture menu of next width switching frequency of current picture; By above-mentioned dynamic menu, carrying out figure browses the user behavior degree of correlation and points out, by different menu displayings, go out the relational graph analysis result based on user behavior, each menu is drop-down shows the N item picture link that this respective user behavior degree of correlation is the highest, N is configured by user, as being configured to 10 as N, " active user browses the highest picture menu of the frequency " browsed the most frequent program according to user and shown from high to low 10.
(2) along with user's regular job, automatic recording user image switching related data information in man-machine interface, and reanalyse at any time and calculate the above-mentioned user behavior degree of correlation, data are stored in to user behavior analysis result data and concentrate, regenerate dynamic menu if needed.Figure link and the order of showing by dynamic menu reflects the result of user behavior analysis.
(3), when dynamic menu content changes, by the flicker of menu text and the point of scintillation before drop-down menu item word, remind.Click menu item content and can switch graphic picture operation.
As shown in Figure 2, Fig. 2 is that dynamic menu is shown schematic diagram; In figure, 1 represents that dynamic menu title shows with different colors respectively, if there is affiliated menu content to change, and the flicker of pad name word; 2 represent that corresponding dependent picture changes prompting point of scintillation; 3 represent to show N item picture from high to low from browsing the picture descending that the frequency is the highest; 4 represent to show N item picture from long to short from the longest picture descending of browsing time; 5 are illustrated in next width of current picture switches and browses the picture descending that the frequency is the highest and show N item picture (N configures in configuration file) from high to low.
Illustrate: when user opens the man-machine interface of EMS system, human-computer interface module starts backstage and follows the tracks of user in the operation of man-machine interface, the user A first step has been browsed SCADA picture 1, stopped 1 second, browsed again SCADA picture 2, stopped 2 minutes, be again switched to afterwards SCADA picture 3, stopped 5 minutes.Correlation analysis module of the present invention has been caught relevant browse operation information and has been analyzed:
● SCADA picture 1 has been because only stopped 1 second, and the page residence time is lower than default page threshold value effective time, and this time browsed and invalidly do not kept a record;
● SCADA picture 2,3 page residence time of SCADA picture are greater than default page threshold value effective time, are validated user operation informations;
● record respectively SCADA picture 2 and SCADA picture 3 and browse duration and accumulation number of visits for the accumulation of user A; Be that SCADA picture 2 accumulation is browsed duration and added 2 minutes, accumulation number of visits adds 1;
● record next step image switching cumulative frequency of corresponding SCADA picture 2, (SCADA picture 2-> SCADA picture 3) SCADA picture 3 accumulation numbers of visits add 1;
● whether the data that judgement is collected meet standard, comprise that original picture browses the residence time and be greater than page threshold value effective time, and picture is not included in graphic file Exclude Lists.
Analyzed rear formation user behavior analysis result data collection, being divided into as shown in Figure 23 dynamic menus shows, shown respectively first 10 of the page that the number of visits of user A is maximum, user A browses first 10 of the page that duration is maximum, and at current page, next step switches first 10 of the page that number of visits is maximum to user A.User A can browse by clicking the direct respective picture of switching of dynamic menu link.
Finally should be noted that: above embodiment is only for illustrating the application's technical scheme but not restriction to its protection domain; although the application is had been described in detail with reference to above-described embodiment; those of ordinary skill in the field are to be understood that: those skilled in the art still can carry out all changes, revise or be equal to replacement to the embodiment of application after reading the application; but these change, revise or be equal to replacement, within the claim protection domain all awaiting the reply in application.
Claims (10)
1. the EMS figure dynamic menu methods of exhibiting based on man-machine interface user behavior analysis, is characterized in that: said method comprising the steps of: I, read user behavior configuration file;
II, human-computer interface module Real-time Obtaining user behavior data;
III, judge that whether described user behavior data is effective;
IV, record are also analyzed data formation user behavior analysis result data collection;
V, store described user behavior analysis result data collection;
VI, system read described user behavior analysis result, by dynamic menu, show described user behavior analysis result.
2. a kind of EMS figure dynamic menu methods of exhibiting based on man-machine interface user behavior analysis as claimed in claim 1, is characterized in that: described user behavior configuration file comprises page threshold value effective time, the dynamic menu item number upper limit, graphic file Exclude Lists and dynamic menu text color;
According to described user behavior configuration file, set up the incidence relation of record, analysis and the displaying of user behavior and figure.
3. a kind of EMS figure dynamic menu methods of exhibiting based on man-machine interface user behavior analysis as claimed in claim 1, it is characterized in that: in described Step II, described user behavior data comprises that graphic file title after graphic file title before current man-machine login user information, Picture switch, Picture switch, picture browse the residence time.
4. a kind of EMS figure dynamic menu methods of exhibiting based on man-machine interface user behavior analysis as claimed in claim 1, is characterized in that:
Described Step II comprises: human-computer interface module adopts " noiseless " formula to collect user behavior data, monitor the behavior act that switches graphic picture with the man-machine interface user who catches EMS system, contact the analysis of man-machine picture context and whether record this action message; Real-time Obtaining user is switched the operation behavior of graphic picture as user behavior data.
5. a kind of EMS figure dynamic menu methods of exhibiting based on man-machine interface user behavior analysis as claimed in claim 1, is characterized in that: in described Step II I:
Judge that whether described user behavior data is effective, condition for validity comprises that original picture browses the residence time and be greater than page threshold value effective time, and picture is not included in graphic file Exclude Lists, and any one does not meet that described user behavior data is invalid.
6. a kind of EMS figure dynamic menu methods of exhibiting based on man-machine interface user behavior analysis as claimed in claim 5, is characterized in that: described graphic file Exclude Lists and page threshold value effective time configure separately by user.
7. a kind of EMS figure dynamic menu methods of exhibiting based on man-machine interface user behavior analysis as claimed in claim 1, is characterized in that: described step VI comprises:
The statistical indices of the system acquisition picture degree of correlation, comprise under active user browsing under frequency statistics, active user of all pictures browsed to switching next width picture frequency statistics associated to man-machine current figure under duration statistics and active user to all pictures, determine and browse the picture degree of correlation; Pushing to EMS figure dynamic menu shows.
8. a kind of EMS figure dynamic menu methods of exhibiting based on man-machine interface user behavior analysis as claimed in claim 7, it is characterized in that: the storage information of different man-machine interface login users does not interfere with each other, user behavior analysis comprises distinguishing to be analyzed different man-machine interface login users.
9. a kind of EMS figure dynamic menu methods of exhibiting based on man-machine interface user behavior analysis as claimed in claim 8, it is characterized in that: the pad name of described dynamic menu shows with different colors, if menu content changes, pad name word is by flickering display N second, wherein, N is determined by user behavior configuration file;
The drop-down menu item of described dynamic menu comprises word and the front point of scintillation of word, if the relational graph of certain menu item representative changes, by the round dot glimmering, is pointed out, and glimmers N second, and wherein, N is determined by user behavior configuration file;
The dynamic menu title color of described dynamic menu, word flash color, point of scintillation color, scintillation time, the contained menu item number of every class dynamic menu configure separately by user.
10. a kind of EMS figure dynamic menu methods of exhibiting based on man-machine interface user behavior analysis as claimed in claim 8, it is characterized in that: in described step VI, form with dynamic menu is expressed the operation behavior mode that user forms for daily switching figure, and described dynamic menu comprises that word shows, figure links and the form of dynamic change.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201310520838.9A CN103530029B (en) | 2013-10-29 | 2013-10-29 | EMS graphical dynamic menu display method based on man machine interface user behavior analysis |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201310520838.9A CN103530029B (en) | 2013-10-29 | 2013-10-29 | EMS graphical dynamic menu display method based on man machine interface user behavior analysis |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN103530029A true CN103530029A (en) | 2014-01-22 |
| CN103530029B CN103530029B (en) | 2016-08-17 |
Family
ID=49932089
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201310520838.9A Active CN103530029B (en) | 2013-10-29 | 2013-10-29 | EMS graphical dynamic menu display method based on man machine interface user behavior analysis |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN103530029B (en) |
Cited By (8)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN104536768A (en) * | 2015-01-16 | 2015-04-22 | 浪潮电子信息产业股份有限公司 | Method for improving user-friendly operation of software user interface |
| CN105719602A (en) * | 2016-04-22 | 2016-06-29 | 京东方科技集团股份有限公司 | Display device and regulating system for regulating brightness of display device |
| CN105843627A (en) * | 2016-04-13 | 2016-08-10 | 乐视控股（北京）有限公司 | Page switching method and device |
| CN105916025A (en) * | 2015-12-23 | 2016-08-31 | 乐视网信息技术（北京）股份有限公司 | Collection method, device and system of user application data of video user interface (UI) |
| WO2018094930A1 (en) * | 2016-11-22 | 2018-05-31 | 华为技术有限公司 | Screen image-based method for acquiring user behavior information, and terminal |
| CN108984066A (en) * | 2018-07-13 | 2018-12-11 | 维沃移动通信有限公司 | A kind of application icon display methods and mobile terminal |
| CN110058910A (en) * | 2019-03-08 | 2019-07-26 | 佛山市云米电器科技有限公司 | A kind of design method and system of differentiation interactive interface |
| CN110562038A (en) * | 2019-08-06 | 2019-12-13 | 北京汽车股份有限公司 | Method and device for displaying information of intelligent instrument for automobile |
Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20030043208A1 (en) * | 2001-08-31 | 2003-03-06 | Staelin Carl H. | Dynamic menu system |
| CN102413076A (en) * | 2011-12-22 | 2012-04-11 | 网易（杭州）网络有限公司 | Spam mail judging system based on behavior analysis |
| CN102780981A (en) * | 2011-05-12 | 2012-11-14 | 中兴通讯股份有限公司 | Pagination method and device of dynamic menu |
-
2013
- 2013-10-29 CN CN201310520838.9A patent/CN103530029B/en active Active
Patent Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20030043208A1 (en) * | 2001-08-31 | 2003-03-06 | Staelin Carl H. | Dynamic menu system |
| CN102780981A (en) * | 2011-05-12 | 2012-11-14 | 中兴通讯股份有限公司 | Pagination method and device of dynamic menu |
| CN102413076A (en) * | 2011-12-22 | 2012-04-11 | 网易（杭州）网络有限公司 | Spam mail judging system based on behavior analysis |
Cited By (8)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN104536768A (en) * | 2015-01-16 | 2015-04-22 | 浪潮电子信息产业股份有限公司 | Method for improving user-friendly operation of software user interface |
| CN105916025A (en) * | 2015-12-23 | 2016-08-31 | 乐视网信息技术（北京）股份有限公司 | Collection method, device and system of user application data of video user interface (UI) |
| CN105843627A (en) * | 2016-04-13 | 2016-08-10 | 乐视控股（北京）有限公司 | Page switching method and device |
| CN105719602A (en) * | 2016-04-22 | 2016-06-29 | 京东方科技集团股份有限公司 | Display device and regulating system for regulating brightness of display device |
| WO2018094930A1 (en) * | 2016-11-22 | 2018-05-31 | 华为技术有限公司 | Screen image-based method for acquiring user behavior information, and terminal |
| CN108984066A (en) * | 2018-07-13 | 2018-12-11 | 维沃移动通信有限公司 | A kind of application icon display methods and mobile terminal |
| CN110058910A (en) * | 2019-03-08 | 2019-07-26 | 佛山市云米电器科技有限公司 | A kind of design method and system of differentiation interactive interface |
| CN110562038A (en) * | 2019-08-06 | 2019-12-13 | 北京汽车股份有限公司 | Method and device for displaying information of intelligent instrument for automobile |
Also Published As
| Publication number | Publication date |
|---|---|
| CN103530029B (en) | 2016-08-17 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN103530029A (en) | EMS graphical dynamic menu display method based on human-computer interface user behavior analysis | |
| CN101882162B (en) | A kind of network information push method and system | |
| CN102932207B (en) | The method of monitoring website access information and server | |
| CN101369918B (en) | Network management browser | |
| CN105095107A (en) | Buffer memory data cleaning method and apparatus | |
| CN103106130B (en) | A kind of software action data monitoring method of mobile terminal and system | |
| CN106502902A (en) | Web page operational efficiency monitoring method and device | |
| CN102073453A (en) | Mobile terminal and application icon display method | |
| CN104636240B (en) | A kind of acquisition methods and terminal of information report | |
| CN107943774A (en) | article generation method and device | |
| WO2007053457A3 (en) | Group sorted consolidation of data in an intrusion management system | |
| CN105068513A (en) | Intelligent home energy management method based on social network behavior perception | |
| CN102891916B (en) | A kind of method and mobile terminal predicting user operation | |
| CN109299044A (en) | A kind of secure visual analysis system based on intra-company's log | |
| CN110012165B (en) | Method and device for presenting session list page and readable medium | |
| CN103517405B (en) | A kind of method and system of network positions, mobile terminal and network side equipment | |
| CN102546274A (en) | Alarm monitoring method and alarm monitoring equipment in communication service | |
| CN105095251A (en) | Terminal automatic display method and device based on user habit | |
| CN103378978A (en) | Message push method and server | |
| CN102707884A (en) | Interactive tool display method, interactive data acquiring method and terminal | |
| CN107894945A (en) | Bury an adding method, mobile terminal and computer-readable recording medium | |
| JP2012256232A (en) | Display device, display method and program | |
| CN104468257A (en) | Cloud application availability prediction method and system based on mobile user time-space behaviors | |
| EP2618529A1 (en) | Microblog client, method for aggregating microblog messages, and instant communication client | |
| CN105354130A (en) | Application management method and mobile terminal |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| C06 | Publication | ||
| PB01 | Publication | ||
| C10 | Entry into substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| C14 | Grant of patent or utility model | ||
| GR01 | Patent grant |