CN102945168A - Intelligent main menu system based on user behavior analysis - Google Patents
Intelligent main menu system based on user behavior analysis Download PDFInfo
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- CN102945168A CN102945168A CN2012104939931A CN201210493993A CN102945168A CN 102945168 A CN102945168 A CN 102945168A CN 2012104939931 A CN2012104939931 A CN 2012104939931A CN 201210493993 A CN201210493993 A CN 201210493993A CN 102945168 A CN102945168 A CN 102945168A
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Abstract
The invention provides an intelligent main menu system based on user behavior analysis. The intelligent main menu system comprises the following modules: an information obtaining module, a user behavior analysis module, a menu processing module, a prompting module and an updating module. By using user behavior analysis technology to analyze use frequency and use time of application programs in a use process of a mobile terminal of a user, the application programs on the main menu are sorted according to the use frequency and the use time of the user, a main menu list is updated at regular time, and a personalized main menu system is provided for the user. The intelligent main menu system not only is favorable for the user to use the mobile terminal, but also improves mobile terminal use experience of the user.
Description
Technical field
The present invention relates to moving communicating field, relate in particular to the intelligent master menu system based on user behavior analysis.
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Background technology
Master menu system on mobile phone or other the portable terminal adopts fixedly menu sequence or manual adjustments mode sequentially at present.This dual mode has the defective of oneself: fixedly menu sequence can not satisfy the demand of user-defined bill; Manual adjustments order can only ownly adjust menu sequence by user's interest, yet the often often variation of user's interest needs the user often to adjust menu sequence, is unfavorable for user's experience.
In view of this, prior art haves much room for improvement and improves.
Summary of the invention
In view of the deficiencies in the prior art, the object of the invention is to provide the intelligent master menu system based on user behavior analysis, be intended to overcome in the mobile terminal main menu system that exists in the prior art problem that adopts fixing menu sequence or manual adjustments mode sequentially can not satisfy users ' individualized requirement, technical scheme of the present invention is as follows:
Intelligent master menu system based on user behavior analysis wherein, comprises with lower module:
The acquisition of information module, when being used for obtaining mobile phone users and using this portable terminal to the information that operates of master menu;
The user behavior analysis module is used for the user is analyzed the information that master menu operates, and obtaining wherein, the user uses the frequency of application program, the time of application program and the frequency of user's down load application program in one week;
The menu processing module, use application program at first to arrange according to the height of service time the user, arrange according to the height of the frequency of using if service time is identical, and do not have used application icon to delete from master menu user in three months;
Reminding module is used for lighting the application icon that can upgrade in the master menu when obtaining the user down load application program is above 10 times in one week;
Update module is used for the information that menu processing module and reminding module obtain is upgraded menu.
Described intelligent master menu system based on user behavior analysis wherein, uses update module that the time that master menu upgrades is arbitrary value.
Described intelligent master menu system based on user behavior analysis wherein, also comprises: switch module is used for said system is opened or closed.
Described intelligent master menu system based on user behavior analysis, wherein, also comprise: the special time module, being used for system analyzes according to user's master menu operation behavior, judge in specific time period frequency of utilization and be higher than the At All Other Times application program more than three times, the icon that will satisfy the application program of this condition in this specific time period is arranged in the first page of master menu according to the height of service time.
Described intelligent master menu system based on user behavior analysis wherein, contains switch in the described special time module, and the user can according to the hobby of oneself, open or close the function of this module.
Described intelligent master menu system based on user behavior analysis, wherein, also comprise: application program is added or removing module, be used for when the user when the total menu of application program is chosen certain application program, automatically add this application program to master menu, when this application program is chosen in user's cancellation, automatically this application program is deleted from master menu.
Beneficial effect: the intelligent master menu system based on user behavior analysis provided by the invention, utilization is to the method for user behavior analysis, use the frequency of each application program in the portable terminal and time to add up to the user, analyze higher application program of user's frequency of utilization and service time, its height according to frequency of utilization and service time is sorted in master menu, thereby can reach the purpose according to user's hobby automatic updating application program master menu, overcome menu and can only adopt permanent order and manual adjustments defective sequentially, for the user provides more Extraordinary mobile terminal main menu.
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Description of drawings
Fig. 1 is the intelligent master menu system architecture schematic diagram based on user behavior analysis of the present invention.
Embodiment
For making purpose of the present invention, technical scheme and advantage clearer, clear and definite, developing simultaneously referring to accompanying drawing, the present invention is described in more detail for embodiment.Should be appreciated that specific embodiment described herein only in order to explain the present invention, is not intended to limit the present invention.
Intelligent master menu system based on user behavior analysis provided by the invention as shown in Figure 1, comprises with lower module:
Acquisition of information module 10, when being used for obtaining mobile phone users and using this portable terminal to the information that operates of master menu.
User behavior analysis module 20 is used for the user is analyzed the information that master menu operates, and obtaining wherein, the user uses the frequency of application program, the time of application program and the frequency of user's down load application program.
User behavior analysis module 20 from the operation behavior of above-mentioned user to application program the master menu, obtain the user at a time between section use the frequency of each application program, time that application program is used and the frequency of user's down load application program.Concrete, a data library is set in this module, with above information is added up, when opening certain application program in the portable terminal, the corresponding opening times of this application program adds 1 with accumulative total in above-mentioned database program configuration file, and the time of use will add up on the basis of last registration according to this operating position.
, user's down load application program within a week illustrates that this user prefers to download new application program or likes the application program of use is upgraded upgrading if surpassing 10 times, described reminding module is connected with network, when detecting certain application program that is arranged on the master menu, it have the version of renewal to show at third party application, light this icon at master menu, the user is pointed out.
Intelligent master menu system based on user behavior analysis provided by the invention, it adopts the user behavior analysis technology, by mobile phone users is analyzed the system application operation behavior, obtain the application program the frequency of utilization of user's application programs and service time the user commonly used according to sorting with temperature, thereby a kind of more Extraordinary system master menu is provided, has also improved user's Experience Degree when providing convenience for the user.
Further, on the basis of the invention described above most preferred embodiment, following improvement can also be arranged.
Described intelligent master menu system based on user behavior analysis wherein, also comprises: switch module is used for said system is opened or closed.
An at any time switch module of this systemic-function of opening and closing is set in this system, and what the user can be according to oneself likes selecting whether to use this function.Take portable terminal as example as mobile phone, general for the elderly perhaps master menu frequently transfer pair its use mobile phone can cause certain puzzlement, all perhaps the elderly can more select close this function, but for most young man, mobile phone uses skilled, can adapt to the variation of main menu icon, so can this function of more choice for use.
Described intelligent master menu system based on user behavior analysis, wherein, also comprise: the special time module, being used for system analyzes according to user's master menu operation behavior, judge in specific time period frequency of utilization and be higher than the At All Other Times application program more than three times, the icon that will satisfy the application program of this condition in this specific time period is arranged in the first page of master menu according to the height of service time.
Described special time module, be used for the crowd who lives a regular life relatively is suitable for, when opening this module, this module can be obtained the data that the user uses application program in the user behavior analysis module from said system, when it was judged in certain time period, some application program frequency of utilization of user exceeds three times of other times sections and when above, can judge that these application program usage comparisons of section are frequent between the user at this moment, the special time module just comes these application programs the first page of master menu automatically when entering this time period, for the user.
Such as: if when portable terminal is computer, CBOX client software, QQ software and KuGoo music box software in the user computer all used within a nearly week between the special time module detects at night at 19 o'clock to 22, so the special time module will system time enter at 19 o'clock automatically icon that these application programs are corresponding be placed on the desktop of computer, to be user-friendly to.
If the portable terminal that the user uses is mobile phone, when detecting at night between 6 o'clock to 7 o'clock the SMS on the user mobile phone, call function and Baidu's browser function, the special time module within a nearly week, all uses used record, then when 6 o'clock sharp of evening the time, the icon of these three functions is placed on the first page of main menu of mobile telephone, for the user.
When the section user exceeds the other times situation to time of some application program frequencies of utilization and use between the special time module does not detect at a time, the special time module is in the obtaining information state, until detect the user at a time between section certain application program is used when frequent, it just can upgrade operation to the application icon of system's function of tonic chord menu.
Preferably, contain switch in the described special time module, the user can according to the hobby of oneself, open or close the function of this module.
Further, described intelligent master menu system based on user behavior analysis, comprise: application program is added or removing module, be used for when the user when the total menu of application program is chosen certain application program, automatically add this application program to master menu, when this application program is chosen in user's cancellation, automatically this application program is deleted from master menu.
Increasing application program is for user selection, if the application program in total menu of application program is all put into master menu, the user often will be from wherein seeking out its menu icon when using portable terminal, and just just need once in a while to use for some application programs perhaps user, so increasing an application program in the master menu of this system adds or removing module, think that for the user application icon that nearly a period of time can not use deletes from master menu, from master menu, find the application program that oneself needs to be increased in the master menu and use, be user-friendly to.
The invention provides the intelligent master menu system based on user behavior analysis, it comprises with lower module: the acquisition of information module, the user behavior analysis module, the menu processing module, reminding module and update module, technology by user's behavioural analysis is to analyzing frequency of utilization and the service time of user's application program in the process of using portable terminal, application program on the master menu is sorted according to the height of the frequency of user's use and the length of service time, and regularly upgrade master menu and tabulate, for the user provides a kind of more personalized master menu system, not only for the user provides a kind of system's master menu that self uses that meets, also increased the Experience Degree of user to portable terminal simultaneously.
Should be understood that, application of the present invention is not limited to above-mentioned giving an example, and for those of ordinary skills, can be improved according to the above description or conversion, and all these improvement and conversion all should belong to the protection domain of claims of the present invention.
Claims (6)
1. based on the intelligent master menu system of user behavior analysis, it is characterized in that, comprise with lower module:
The acquisition of information module, when being used for obtaining mobile phone users and using this portable terminal to the information that operates of master menu;
The user behavior analysis module is used for the user is analyzed the information that master menu operates, and obtaining wherein, the user uses the frequency of application program, the time of application program and the number of times of user's down load application program in one week;
The menu processing module, the application program that the user uses is at first arranged according to the height of service time, arrange according to the height of the frequency of using if service time is identical, and do not have used application icon to delete from master menu user in three months;
Reminding module is used for lighting the application icon that can upgrade in the master menu when obtaining the user down load application program is above 10 times in one week;
Update module is used for the information that menu processing module and reminding module obtain shown menu and upgrades.
2. described intelligent master menu system based on user behavior analysis according to claim 1 is characterized in that, uses update module that the time that master menu upgrades is arbitrary value.
3. described intelligent master menu system based on user behavior analysis according to claim 1 is characterized in that, also comprises:
Switch module is used for said system is opened or closed.
4. described intelligent master menu system based on user behavior analysis according to claim 1 is characterized in that, also comprises:
The special time module, being used for system analyzes according to user's master menu operation behavior, judge in specific time period frequency of utilization and be higher than the At All Other Times application program more than three times, the icon that will satisfy the application program of this condition in this specific time period is arranged in the first page of master menu according to the height of service time.
5. described intelligent master menu system based on user behavior analysis according to claim 4 is characterized in that, contain switch in the described special time module, the user can according to the hobby of oneself, open or close the function of this module.
6. described intelligent master menu system based on user behavior analysis according to claim 1 is characterized in that, also comprises:
Application program is added or removing module, be used for when the user when the total menu of application program is chosen certain application program, automatically add this application program to master menu, when the user cancels when choosing this application program, automatically this application program is deleted from master menu.
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| CN201210493993.1A CN102945168B (en) | 2012-11-28 | 2012-11-28 | Intelligent main menu system based on user behavior analysis |
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| CN103218243A (en) * | 2013-04-22 | 2013-07-24 | 广东欧珀移动通信有限公司 | Method and device of displaying application program icons |
| CN103543924A (en) * | 2013-10-16 | 2014-01-29 | 深圳市欧珀通信软件有限公司 | Rendering method and rendering device for mobile terminal |
| CN103957460A (en) * | 2014-03-24 | 2014-07-30 | 上海聚力传媒技术有限公司 | Method and device for generating television receiving terminal desktop application |
| CN104580747A (en) * | 2015-01-30 | 2015-04-29 | 深圳市中兴移动通信有限公司 | Mobile terminal and shortcut setting method |
| CN104750503A (en) * | 2013-12-27 | 2015-07-01 | 富泰华工业（深圳）有限公司 | Desktop icon adjusting method and system |
| WO2016058420A1 (en) * | 2014-10-14 | 2016-04-21 | 中兴通讯股份有限公司 | Application processing method and device |
| CN105704316A (en) * | 2016-02-18 | 2016-06-22 | 吴伟东 | Mobile phone app display method system |
| CN105892769A (en) * | 2014-12-19 | 2016-08-24 | 上海涌杰信息科技有限公司 | Control method of mobile terminal of capacitive touch screen on the basis of user behavior data |
| CN106020603A (en) * | 2016-05-17 | 2016-10-12 | 内江师范学院 | Computer desktop icon management system |
| CN106779846A (en) * | 2016-12-16 | 2017-05-31 | 四川长虹电器股份有限公司 | User's viscosity analysis method of smart machine third party application |
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| CN108028870A (en) * | 2016-05-24 | 2018-05-11 | 深圳市赛亿科技开发有限公司 | The method reminded and its device are replied for electronic visiting software message |
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| CN103218243A (en) * | 2013-04-22 | 2013-07-24 | 广东欧珀移动通信有限公司 | Method and device of displaying application program icons |
| CN103543924A (en) * | 2013-10-16 | 2014-01-29 | 深圳市欧珀通信软件有限公司 | Rendering method and rendering device for mobile terminal |
| CN103543924B (en) * | 2013-10-16 | 2017-05-10 | 广东欧珀移动通信有限公司 | Rendering method and rendering device for mobile terminal |
| CN104750503A (en) * | 2013-12-27 | 2015-07-01 | 富泰华工业（深圳）有限公司 | Desktop icon adjusting method and system |
| CN103957460A (en) * | 2014-03-24 | 2014-07-30 | 上海聚力传媒技术有限公司 | Method and device for generating television receiving terminal desktop application |
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| CN105892769B (en) * | 2014-12-19 | 2018-12-18 | 深圳市瑞捷恩科技有限公司 | The control method of capacitive touch screen mobile terminal based on user behavior data |
| CN105892769A (en) * | 2014-12-19 | 2016-08-24 | 上海涌杰信息科技有限公司 | Control method of mobile terminal of capacitive touch screen on the basis of user behavior data |
| CN104580747A (en) * | 2015-01-30 | 2015-04-29 | 深圳市中兴移动通信有限公司 | Mobile terminal and shortcut setting method |
| CN105704316A (en) * | 2016-02-18 | 2016-06-22 | 吴伟东 | Mobile phone app display method system |
| CN106020603A (en) * | 2016-05-17 | 2016-10-12 | 内江师范学院 | Computer desktop icon management system |
| CN108028870A (en) * | 2016-05-24 | 2018-05-11 | 深圳市赛亿科技开发有限公司 | The method reminded and its device are replied for electronic visiting software message |
| CN106779846A (en) * | 2016-12-16 | 2017-05-31 | 四川长虹电器股份有限公司 | User's viscosity analysis method of smart machine third party application |
| CN106897134A (en) * | 2017-02-27 | 2017-06-27 | 广东欧珀移动通信有限公司 | A kind of positioning function management method and device |
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| CN108803380A (en) * | 2017-04-27 | 2018-11-13 | 佛山市顺德区美的电热电器制造有限公司 | Control method, device and the electric cooking pot of electric cooking pot |
| CN109819098A (en) * | 2018-12-11 | 2019-05-28 | 平安科技（深圳）有限公司 | Menu option display methods, server, system and computer readable storage medium |
| WO2022048026A1 (en) * | 2020-09-02 | 2022-03-10 | 普源精电科技股份有限公司 | Display control method and apparatus, electronic device, and readable storage medium |
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Effective date of registration: 20200629 Address after: 23 / F, Guangdong hi tech District Patentee after: Shenzhen Konka Holding Group Co., Ltd Address before: 518053 overseas Chinese town, Shenzhen, Guangdong, Nanshan District Patentee before: KONKA GROUP Co.,Ltd. |