CN109976826A - A kind of application software processing method, mobile terminal and Cloud Server - Google Patents

A kind of application software processing method, mobile terminal and Cloud Server Download PDF

Info

Publication number
CN109976826A
CN109976826A CN201910141387.5A CN201910141387A CN109976826A CN 109976826 A CN109976826 A CN 109976826A CN 201910141387 A CN201910141387 A CN 201910141387A CN 109976826 A CN109976826 A CN 109976826A
Authority
CN
China
Prior art keywords
application software
cloud server
identification information
mobile terminal
information
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
Application number
CN201910141387.5A
Other languages
Chinese (zh)
Other versions
CN109976826B (en
Inventor
农章玲
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.)
ZHISHENG CREAT INFORMAITON TECHNOLOGY Co.,Ltd.
Original Assignee
Suzhou Hongyuqian Intelligent Equipment 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 Suzhou Hongyuqian Intelligent Equipment Technology Co Ltd filed Critical Suzhou Hongyuqian Intelligent Equipment Technology Co Ltd
Priority to CN201910141387.5A priority Critical patent/CN109976826B/en
Publication of CN109976826A publication Critical patent/CN109976826A/en
Application granted granted Critical
Publication of CN109976826B publication Critical patent/CN109976826B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00Arrangements for program control, e.g. control units
    • G06F9/06Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/44Arrangements for executing specific programs
    • G06F9/445Program loading or initiating
    • G06F9/44505Configuring for program initiating, e.g. using registry, configuration files
    • G06F9/4451User profiles; Roaming
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00Arrangements for program control, e.g. control units
    • G06F9/06Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/44Arrangements for executing specific programs
    • G06F9/451Execution arrangements for user interfaces
    • G06F9/453Help systems
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q30/00Commerce
    • G06Q30/02Marketing; Price estimation or determination; Fundraising
    • G06Q30/0282Rating or review of business operators or products
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/0002Inspection of images, e.g. flaw detection
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • G06V40/16Human faces, e.g. facial parts, sketches or expressions
    • G06V40/172Classification, e.g. identification
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/30Subject of image; Context of image processing
    • G06T2207/30168Image quality inspection
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/30Subject of image; Context of image processing
    • G06T2207/30196Human being; Person
    • G06T2207/30201Face

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Software Systems (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Business, Economics & Management (AREA)
  • Finance (AREA)
  • General Engineering & Computer Science (AREA)
  • Human Computer Interaction (AREA)
  • Strategic Management (AREA)
  • Accounting & Taxation (AREA)
  • Development Economics (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Health & Medical Sciences (AREA)
  • Game Theory and Decision Science (AREA)
  • Multimedia (AREA)
  • Economics (AREA)
  • Marketing (AREA)
  • General Business, Economics & Management (AREA)
  • Oral & Maxillofacial Surgery (AREA)
  • General Health & Medical Sciences (AREA)
  • Quality & Reliability (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Stored Programmes (AREA)

Abstract

本发明提供了一种应用软件处理方法、移动终端及云服务器,其中方法包括:云服务器将卸载次数大于预设次数阈值的应用软件的标识信息存储至第一数据库,对卸载次数不大于预设次数阈值的应用软件的评价信息进行提取,获取相应的评价关键词,以及,将所述评价关键词与预设标准关键词进行匹配,若至少一个评价关键词与一预设标准关键词匹配成功,将对应的应用软件的标识信息存储至第二数据库;云服务器接收移动终端发送的启动一应用软件的指令,所述指令包括需要启动的应用软件的标识信息;云服务器将与所述指令中的标识信息与所述第一数据库、第二数据库中的标识信息进行匹配,若匹配成功,控制所述需要启动的应用软件处于关闭状态。

The present invention provides an application software processing method, a mobile terminal and a cloud server, wherein the method includes: the cloud server stores the identification information of the application software whose uninstall times are greater than a preset threshold in a first database; The evaluation information of the application software with the number of thresholds is extracted, the corresponding evaluation keywords are obtained, and the evaluation keywords are matched with the preset standard keywords. If at least one evaluation keyword is successfully matched with a preset standard keyword , and store the identification information of the corresponding application software in the second database; the cloud server receives an instruction to start an application software sent by the mobile terminal, and the instruction includes the identification information of the application software to be started; the cloud server will be combined with the instruction in the instruction The identification information of the first database and the second database is matched with the identification information in the first database and the second database, and if the matching is successful, the application software that needs to be started is controlled to be in a closed state.

Description

一种应用软件处理方法、移动终端及云服务器Application software processing method, mobile terminal and cloud server

技术领域technical field

本发明涉及互联网技术领域,具体涉及一种应用软件处理方法、移动终端及云服务器。The present invention relates to the field of Internet technology, in particular to an application software processing method, a mobile terminal and a cloud server.

背景技术Background technique

移动终端上的部分应用软件在运行过程中存在广告和不健康等低质量内容,使得当用户为年轻群体时,容易受到应用商店上不良应用软件的诱惑。因此,有必要对智能终端各应用软件进行处理。Some applications on the mobile terminal have low-quality content such as advertisements and unhealthy content during the running process, so that when the users are young groups, they are easily tempted by bad applications on the application store. Therefore, it is necessary to process each application software of the intelligent terminal.

发明内容SUMMARY OF THE INVENTION

针对上述问题,本发明提供一种应用软件处理方法、移动终端及云服务器。In view of the above problems, the present invention provides an application software processing method, a mobile terminal and a cloud server.

本发明的目的采用以下技术方案来实现:The object of the present invention adopts the following technical solutions to realize:

本发明第一方面提供了一种应用软件处理方法,该方法包括:A first aspect of the present invention provides an application software processing method, the method comprising:

云服务器从多个应用商店获取海量用户针对移动终端上各应用软件的评价信息和卸载信息;The cloud server obtains the evaluation information and uninstallation information of a large number of users for each application software on the mobile terminal from multiple application stores;

所述云服务器根据所述卸载信息计算各应用软件的卸载次数,将卸载次数大于预设次数阈值的应用软件的标识信息存储至第一数据库;The cloud server calculates the uninstall times of each application software according to the uninstall information, and stores the identification information of the application software whose uninstall times are greater than the preset times threshold in the first database;

所述云服务器对卸载次数不大于预设次数阈值的应用软件的评价信息进行提取,获取相应的评价关键词,以及,将所述评价关键词与预设标准关键词进行匹配,若至少一个评价关键词与一预设标准关键词匹配成功,将对应的应用软件的标识信息存储至第二数据库;The cloud server extracts the evaluation information of the application software whose number of times of uninstallation is not greater than the preset number of times threshold, obtains corresponding evaluation keywords, and matches the evaluation keywords with preset standard keywords, if at least one evaluation The keyword is successfully matched with a preset standard keyword, and the identification information of the corresponding application software is stored in the second database;

所述云服务器接收移动终端发送的启动一应用软件的指令,所述指令包括需要启动的应用软件的标识信息;The cloud server receives an instruction to start an application software sent by the mobile terminal, and the instruction includes identification information of the application software to be activated;

所述云服务器将与所述指令中的标识信息与所述第一数据库、第二数据库中的标识信息进行匹配,若匹配成功,控制所述需要启动的应用软件处于关闭状态。The cloud server matches the identification information in the instruction with the identification information in the first database and the second database, and if the matching is successful, controls the application software to be activated to be in a closed state.

其中,所述标准关键词为用于评价应用软件为不良软件的关键词。该标准关键词可由用户自行设定,或者由其监督方如父母进行设定,不良关键词可以由用户或者监督方根据需要进行自定义,也可以在出厂时预先设定供用户或者监督方选择。Wherein, the standard keyword is a keyword used to evaluate the application software as bad software. The standard keywords can be set by the user, or set by the supervising party such as parents. Bad keywords can be customized by the user or the supervising party according to their needs, or can be preset at the factory for the user or supervising party to choose. .

其中,所述的匹配成功,指的是标识信息与第一数据库或者第二数据库中的至少一个标识信息相匹配。The successful matching refers to that the identification information matches at least one identification information in the first database or the second database.

本实施例通过计算各应用软件的卸载次数,获取卸载次数较多即不满足用户需求的应用软件,并通过关键词匹配的方式筛选出不良的部分应用软件,在用户想启动应用软件时,先对该应用软件进行判断,当该应用软件的标识信息有记录时,控制该应用软件始终不能被启动,从而能够避免用户受到应用商店上不良或者不适用的应用软件的诱惑,实现了对应用软件的处理。In this embodiment, by calculating the number of uninstalls of each application software, the application software that has a large number of uninstall times, that is, the application software that does not meet the user's needs, is obtained, and some bad application software is screened out by keyword matching. When the user wants to start the application software, first Judging the application software, when the identification information of the application software is recorded, control the application software to never be activated, so as to avoid the user from being tempted by the bad or inapplicable application software on the application store, and realize the application software. processing.

根据本发明第一方面的一种能够实现的方式,所述指令中的标识信息与所述第二数据库的标识信息匹配成功时,所述云服务器向所述移动终端发送请求以显示用于提示不启动的应用软件为不良软件的提示信息。According to an achievable manner of the first aspect of the present invention, when the identification information in the instruction is successfully matched with the identification information of the second database, the cloud server sends a request to the mobile terminal to display a message for prompting The application software that does not start is the prompt message of bad software.

本实施例通过向用户发送提示信息,有助于帮助用户抵制不良软件的诱惑。This embodiment helps the user to resist the temptation of bad software by sending prompt information to the user.

根据本发明第二方面的一种能够实现的方式,所述指令中的标识信息与所述第一数据库的标识信息匹配成功时,所述云服务器控制所述移动终端显示请求卸载所述需要启动的应用软件的信息,以供用户进行卸载操作的参考。According to an implementable manner of the second aspect of the present invention, when the identification information in the instruction is successfully matched with the identification information of the first database, the cloud server controls the mobile terminal to display a request to uninstall the need to start The information of the application software is for the reference of the user to uninstall the operation.

本实施例通过云服务器在检测到用户需要启动的应用软件为卸载次数较多的软件时,控制移动终端显示请求卸载所述需要启动的应用软件的信息,以使得用户在看到该信息时确定是否需要卸载该应用软件,能够有助于实现对不适用的应用软件的便捷处理。In this embodiment, when the cloud server detects that the application software that the user needs to start is software that has been uninstalled many times, the mobile terminal is controlled to display information for requesting to uninstall the application software that needs to be started, so that the user can determine when seeing the information. Whether the application software needs to be uninstalled can help to realize convenient processing of inapplicable application software.

根据本发明第一方面的一种能够实现的方式,所述云服务器预存有各标准人脸图像,每一标准人脸图像关联有至少一个移动终端上的应用软件标识信息;所述方法还包括:According to an implementable manner of the first aspect of the present invention, the cloud server pre-stores standard face images, and each standard face image is associated with identification information of application software on at least one mobile terminal; the method further includes :

所述云服务器接收移动终端发送的启动一应用软件的指令时,还向移动终端发送采集用户人脸图像的指令;When the cloud server receives an instruction to start an application software sent by the mobile terminal, it also sends an instruction to collect the user's face image to the mobile terminal;

所述云服务器接收所述移动终端根据所述采集用户人脸图像的指令获取的用户人脸图像,将所述用户人脸图像与预存的各标准人脸图像进行匹配,当匹配成功时,所述云服务器获取与匹配的标准人脸图像关联的应用软件标识信息;The cloud server receives the user's face image obtained by the mobile terminal according to the instruction to collect the user's face image, and matches the user's face image with the pre-stored standard face images. The cloud server obtains the application software identification information associated with the matched standard face image;

所述云服务器将所述关联的应用软件标识信息对应的应用软件设置为处于关闭状态。The cloud server sets the application software corresponding to the associated application software identification information to be in a closed state.

其中,标准人脸图像关联的应用软件标识信息由用户或者其监督方进行设定,该应用软件标识信息可以由用户或者其监督方根据需要进行自定义,也可以在出厂时预先设定供用户或者其监督方选择。Among them, the application software identification information associated with the standard face image is set by the user or its supervisor. The application software identification information can be customized by the user or its supervisor as needed, or it can be preset at the factory for the user. or its supervisor chooses.

本实施例进一步根据人脸图像匹配的方式确定不能启动的应用软件,在用户需要启动一些应用软件时控制该不能启动的应用软件为处于关闭状态,实现了针对具体用户的多应用软件的开启处理,有助于避免用户使用用户或者其监督方禁止使用的应用软件。In this embodiment, the application software that cannot be started is further determined according to the method of face image matching, and when the user needs to start some application software, the application software that cannot be started is controlled to be in a closed state, so as to realize the opening process of multi-application software for a specific user , which helps to prevent users from using applications that are prohibited by users or their supervisors.

根据本发明第一方面的一种能够实现的方式,所述云服务器对卸载次数不大于预设次数阈值的应用软件的评价信息进行提取,获取相应的评价关键词,包括:According to an implementable manner of the first aspect of the present invention, the cloud server extracts evaluation information of application software whose uninstall times are not greater than a preset number of times threshold, and obtains corresponding evaluation keywords, including:

所述云服务器建立相关语料库对各评价信息进行过滤,得到有效的评价信息;The cloud server establishes a relevant corpus to filter each evaluation information to obtain effective evaluation information;

所述云服务器提取所述有效的评价信息的词语,并计算所述词语的权重,若所述权重超出设定的权重阈值,所述云服务器将所述词语作为评价关键词并进行提取。The cloud server extracts the words of the valid evaluation information, and calculates the weight of the words. If the weight exceeds a set weight threshold, the cloud server takes the words as evaluation keywords and extracts them.

本发明第二方面提供了一种云服务器,所述云服务器用于执行上述的一种应用软件处理方法。A second aspect of the present invention provides a cloud server, where the cloud server is configured to execute the above-mentioned method for processing application software.

本发明第三方面提供了一种移动终端,所述移动终端用于执行上述的一种应用软件处理方法。A third aspect of the present invention provides a mobile terminal, where the mobile terminal is configured to execute the above-mentioned method for processing application software.

附图说明Description of drawings

利用附图对本发明作进一步说明,但附图中的实施例不构成对本发明的任何限制,对于本领域的普通技术人员,在不付出创造性劳动的前提下,还可以根据以下附图获得其它的附图。The present invention will be further described by using the accompanying drawings, but the embodiments in the accompanying drawings do not constitute any limitation to the present invention. For those of ordinary skill in the art, under the premise of no creative work, other Attached.

图1是本发明一个示例性实施例的一种应用软件处理方法的流程示意图。FIG. 1 is a schematic flowchart of an application software processing method according to an exemplary embodiment of the present invention.

具体实施方式Detailed ways

结合以下实施例对本发明作进一步描述。The present invention will be further described with reference to the following examples.

参见图1,本发明第一方面实施例提供了一种应用软件处理方法,该方法包括:Referring to FIG. 1 , an embodiment of the first aspect of the present invention provides an application software processing method, which includes:

S01云服务器从多个应用商店获取海量用户针对移动终端上各应用软件的评价信息和卸载信息;S01 The cloud server obtains evaluation information and uninstallation information of each application software on the mobile terminal from a large number of users from multiple application stores;

S02所述云服务器根据所述卸载信息计算各应用软件的卸载次数,将卸载次数大于预设次数阈值的应用软件的标识信息存储至第一数据库;S02, the cloud server calculates the uninstall times of each application software according to the uninstall information, and stores the identification information of the application software whose uninstall times are greater than a preset times threshold in the first database;

S03所述云服务器对卸载次数不大于预设次数阈值的应用软件的评价信息进行提取,获取相应的评价关键词,以及,将所述评价关键词与预设标准关键词进行匹配,若至少一个评价关键词与一预设标准关键词匹配成功,将对应的应用软件的标识信息存储至第二数据库;S03, the cloud server extracts the evaluation information of the application software whose uninstall times are not greater than the preset number of times threshold, obtains the corresponding evaluation keywords, and matches the evaluation keywords with the preset standard keywords, if at least one The evaluation keyword is successfully matched with a preset standard keyword, and the identification information of the corresponding application software is stored in the second database;

S04所述云服务器接收移动终端发送的启动一应用软件的指令,所述指令包括需要启动的应用软件的标识信息;S04, the cloud server receives an instruction to start an application software sent by the mobile terminal, and the instruction includes the identification information of the application software to be started;

S05所述云服务器将与所述指令中的标识信息与所述第一数据库、第二数据库中的标识信息进行匹配,若匹配成功,控制所述需要启动的应用软件处于关闭状态。S05, the cloud server matches the identification information in the instruction with the identification information in the first database and the second database, and if the matching is successful, controls the application software to be activated to be in a closed state.

其中,所述标准关键词为用于评价应用软件为不良软件的关键词。该标准关键词可由用户自行设定,或者由其监督方如父母进行设定,不良关键词可以由用户或者监督方根据需要进行自定义,也可以在出厂时预先设定供用户或者监督方选择。Wherein, the standard keyword is a keyword used to evaluate the application software as bad software. The standard keywords can be set by the user, or set by the supervising party such as parents. Bad keywords can be customized by the user or the supervising party according to their needs, or can be preset at the factory for the user or supervising party to choose. .

其中,所述的匹配成功,指的是标识信息与第一数据库或者第二数据库中的至少一个标识信息相匹配。The successful matching refers to that the identification information matches at least one identification information in the first database or the second database.

本实施例通过计算各应用软件的卸载次数,获取卸载次数较多即不满足用户需求的应用软件,并通过关键词匹配的方式筛选出不良的部分应用软件,在用户想启动应用软件时,先对该应用软件进行判断,当该应用软件的标识信息有记录时,控制该应用软件始终不能被启动,从而能够避免用户受到应用商店上不良或者不适用的应用软件的诱惑,实现了对应用软件的处理。In this embodiment, by calculating the number of uninstalls of each application software, the application software that has a large number of uninstall times, that is, the application software that does not meet the user's needs, is obtained, and some bad application software is screened out by keyword matching. When the user wants to start the application software, first Judging the application software, when the identification information of the application software is recorded, control the application software to never be activated, so as to avoid the user from being tempted by the bad or inapplicable application software on the application store, and realize the application software. processing.

根据本发明第一方面的一种能够实现的方式,所述指令中的标识信息与所述第二数据库的标识信息匹配成功时,所述云服务器向所述移动终端发送请求以显示用于提示不启动的应用软件为不良软件的提示信息。According to an achievable manner of the first aspect of the present invention, when the identification information in the instruction is successfully matched with the identification information of the second database, the cloud server sends a request to the mobile terminal to display a message for prompting The application software that does not start is the prompt message of bad software.

本实施例通过向用户发送提示信息,有助于帮助用户抵制不良软件的诱惑。This embodiment helps the user to resist the temptation of bad software by sending prompt information to the user.

根据本发明第二方面的一种能够实现的方式,所述指令中的标识信息与所述第一数据库的标识信息匹配成功时,所述云服务器控制所述移动终端显示请求卸载所述需要启动的应用软件的信息,以供用户进行卸载操作的参考。According to an implementable manner of the second aspect of the present invention, when the identification information in the instruction is successfully matched with the identification information of the first database, the cloud server controls the mobile terminal to display a request to uninstall the need to start The information of the application software is for the reference of the user to uninstall the operation.

本实施例通过云服务器在检测到用户需要启动的应用软件为卸载次数较多的软件时,控制移动终端显示请求卸载所述需要启动的应用软件的信息,以使得用户在看到该信息时确定是否需要卸载该应用软件,能够有助于实现对不适用的应用软件的便捷处理。In this embodiment, when the cloud server detects that the application software that the user needs to start is software that has been uninstalled many times, the mobile terminal is controlled to display information for requesting to uninstall the application software that needs to be started, so that the user can determine when seeing the information. Whether the application software needs to be uninstalled can help to realize convenient processing of inapplicable application software.

根据本发明第一方面的一种能够实现的方式,所述云服务器预存有各标准人脸图像,每一标准人脸图像关联有至少一个移动终端上的应用软件标识信息;所述方法还包括:According to an implementable manner of the first aspect of the present invention, the cloud server pre-stores standard face images, and each standard face image is associated with identification information of application software on at least one mobile terminal; the method further includes :

所述云服务器接收移动终端发送的启动一应用软件的指令时,还向移动终端发送采集用户人脸图像的指令;When the cloud server receives an instruction to start an application software sent by the mobile terminal, it also sends an instruction to collect the user's face image to the mobile terminal;

所述云服务器接收所述移动终端根据所述采集用户人脸图像的指令获取的用户人脸图像,将所述用户人脸图像与预存的各标准人脸图像进行匹配,当匹配成功时,所述云服务器获取与匹配的标准人脸图像关联的应用软件标识信息;The cloud server receives the user's face image obtained by the mobile terminal according to the instruction to collect the user's face image, and matches the user's face image with the pre-stored standard face images. The cloud server obtains the application software identification information associated with the matched standard face image;

所述云服务器将所述关联的应用软件标识信息对应的应用软件设置为处于关闭状态。The cloud server sets the application software corresponding to the associated application software identification information to be in a closed state.

其中,标准人脸图像关联的应用软件标识信息由用户或者其监督方进行设定,该应用软件标识信息可以由用户或者其监督方根据需要进行自定义,也可以在出厂时预先设定供用户或者其监督方选择。Among them, the application software identification information associated with the standard face image is set by the user or its supervisor. The application software identification information can be customized by the user or its supervisor as needed, or it can be preset at the factory for the user. or its supervisor chooses.

本实施例进一步根据人脸图像匹配的方式确定不能启动的应用软件,在用户需要启动一些应用软件时控制该不能启动的应用软件为处于关闭状态,实现了针对具体用户的多应用软件的开启处理,有助于避免用户使用用户或者其监督方禁止使用的应用软件。In this embodiment, the application software that cannot be started is further determined according to the method of face image matching, and when the user needs to start some application software, the application software that cannot be started is controlled to be in a closed state, so as to realize the opening process of multi-application software for a specific user , which helps to prevent users from using applications that are prohibited by users or their supervisors.

根据本发明第一方面的一种能够实现的方式,所述云服务器对卸载次数不大于预设次数阈值的应用软件的评价信息进行提取,获取相应的评价关键词,包括:According to an implementable manner of the first aspect of the present invention, the cloud server extracts evaluation information of application software whose uninstall times are not greater than a preset number of times threshold, and obtains corresponding evaluation keywords, including:

所述云服务器建立相关语料库对各评价信息进行过滤,得到有效的评价信息;The cloud server establishes a relevant corpus to filter each evaluation information to obtain effective evaluation information;

所述云服务器提取所述有效的评价信息的词语,并计算所述词语的权重,若所述权重超出设定的权重阈值,所述云服务器将所述词语作为评价关键词并进行提取。The cloud server extracts the words of the valid evaluation information, and calculates the weight of the words. If the weight exceeds a set weight threshold, the cloud server takes the words as evaluation keywords and extracts them.

本发明第二方面提供了一种云服务器,所述云服务器用于执行上述的一种应用软件处理方法。A second aspect of the present invention provides a cloud server, where the cloud server is configured to execute the above-mentioned method for processing application software.

本发明第三方面提供了一种移动终端,所述移动终端用于执行上述的一种应用软件处理方法。A third aspect of the present invention provides a mobile terminal, where the mobile terminal is configured to execute the above-mentioned method for processing application software.

在上述实施例的一种应用软件处理方法、移动终端及云服务器中,所述权重的计算公式为:In the application software processing method, mobile terminal, and cloud server of the above-mentioned embodiments, the calculation formula of the weight is:

式中,Wi为有效的评价信息中提取的第i个词语的权重,Q(i)为所述第i个词语在各有效的评价信息中出现的总次数,Qa为所述第a条有效的评价信息包含的词语数量,K(i)为包含所述第i个词语的有效的评价信息的数量,K为有效的评价信息的数量。In the formula, Wi is the weight of the i -th word extracted from the valid evaluation information, Q(i) is the total number of times the i-th word appears in each valid evaluation information, and Q a is the a-th word. is the number of words contained in a piece of valid evaluation information, K(i) is the number of valid evaluation information containing the i-th word, and K is the number of valid evaluation information.

本实施例创新性地提出了权重的计算公式,该计算公式根据词语出现在有效的评价信息中的出现概率信息来计算,能够使得出现概率较高的词语越容易被定为评价关键词,实现了评价关键词的准确判定,提高了评价关键词的提取效率,为后续对应用软件的处理奠定了良好的基础。This embodiment innovatively proposes a weight calculation formula. The calculation formula is calculated according to the occurrence probability information of words appearing in valid evaluation information, so that words with higher occurrence probability are more likely to be determined as evaluation keywords, and the realization of It can accurately determine the evaluation keywords, improve the extraction efficiency of evaluation keywords, and lay a good foundation for the subsequent processing of application software.

在上述实施例的一种应用软件处理方法、移动终端及云服务器中,所述标准人脸图像信息由移动终端进行采集,具体为:移动终端采集用户的至少三张人脸图像信息,对该至少三张人脸图像信息进行图像质量计算,并选取图像质量最大的人脸图像信息作为该用户的标准人脸图像信息;In the application software processing method, mobile terminal, and cloud server of the above-mentioned embodiments, the standard face image information is collected by the mobile terminal, specifically: the mobile terminal collects at least three pieces of face image information of the user, and the Perform image quality calculation on at least three pieces of face image information, and select the face image information with the highest image quality as the user's standard face image information;

其中,所述图像质量的计算公式为:Wherein, the calculation formula of the image quality is:

式中,Mj表示第j张人脸图像的图像质量,nj为第j张人脸图像的像素点数量,Pj(y)为第j张人脸图像的第y个像素点的通道值,Pj u(y)为第j张人脸图像的第y个像素点的邻近3×3区域内的第u个像素点的通道值,PT为预设通道值差阈值,hj为第j张人脸图像的灰度平均值,hT预设灰度阈值,r1为预设的基于噪声的质量影响因子,r2为预设的基于灰度的质量影响因子,为一判断取值函数,当时,时,z(hj-hT)为另一判断取值函数,当hj-hT>0时,z(hj-hT)=0,当hj-hT≤0时,z(hj-hT,=1。In the formula, M j represents the image quality of the j-th face image, n j is the number of pixels of the j-th face image, and P j (y) is the channel of the y-th pixel of the j-th face image value, P j u (y) is the channel value of the u-th pixel in the adjacent 3×3 area of the y-th pixel of the j-th face image, P T is the preset channel value difference threshold, h j is the grayscale average value of the jth face image, h T preset grayscale threshold, r1 is the preset noise-based quality impact factor, r2 is the preset grayscale-based quality impact factor, is a judgment value function, when hour, when hour, z(h j -h T ) is another judgment value function. When h j -h T >0, z(h j -h T )=0, and when h j -h T ≤0, z(h j -h T ,=1.

本实施例在采集标准人脸图像信息时,通过图像质量的衡量指标实现了用户人脸图像信息的筛选,为后续图像匹配提供较为优质的标准图像,其中设计了图像质量的计算公式,为实现人脸图像的优质检测提供了衡量方式,为后续针对具体用户的多应用软件的开启处理奠定了良好的数据基础。In this embodiment, when standard face image information is collected, the user's face image information is screened by the measurement index of image quality, and a relatively high-quality standard image is provided for subsequent image matching. The high-quality detection of face images provides a measure, which lays a good data foundation for the subsequent opening and processing of multi-application software for specific users.

所属领域的技术人员可以清楚地了解到,为描述的方便和简洁,仅以上述各功能模块的划分进行举例说明,实际应用中,可以根据需要而将上述功能分配由不同的功能模块完成,即将系统的内部结构划分成不同的功能模块,以完成以上描述的全部或者部分功能。上述描述的系统和终端的具体工作过程,可以参考前述方法实施例中的对应过程,在此不再赘述。Those skilled in the art can clearly understand that, for the convenience and conciseness of the description, only the division of the above-mentioned functional modules is used for illustration. In practical applications, the above-mentioned functions can be allocated to different functional modules as required. The internal structure of the system is divided into different functional modules to complete all or part of the functions described above. For the specific working process of the system and the terminal described above, reference may be made to the corresponding process in the foregoing method embodiments, which will not be repeated here.

通过以上的实施方式的描述,所属领域的技术人员可以清楚地了解应当理解,可以以硬件、软件、固件、中间件、代码或其任何恰当组合来实现这里描述的实施例。对于硬件实现,处理器可以在一个或多个下列单元中实现:专用集成电路、数字信号处理器、数字信号处理系统、可编程逻辑器件、现场可编程门阵列、处理器、控制器、微控制器、微处理器、设计用于实现这里所描述功能的其他电子单元或其组合。对于软件实现,实施例的部分或全部流程可以通过计算机程序来指令相关的硬件来完成。实现时,可以将上述程序存储在计算机可读介质中或作为计算机可读介质上的一个或多个指令或代码进行传输。计算机可读介质包括计算机存储介质和通信介质,其中通信介质包括便于从一个地方向另一个地方传送计算机程序的任何介质。存储介质可以是计算机能够存取的任何可用介质。计算机可读介质可以包括但不限于随机存取存储器、只读内存镜像、带电可擦可编程只读存储器或其他光盘存储、磁盘存储介质或者其他磁存储系统、或者能够用于携带或存储具有指令或数据结构形式的期望的程序代码并能够由计算机存取的任何其他介质。From the above description of the embodiments, those skilled in the art can clearly understand and understand that the embodiments described herein can be implemented in hardware, software, firmware, middleware, code or any appropriate combination thereof. For a hardware implementation, a processor may be implemented in one or more of the following units: application specific integrated circuits, digital signal processors, digital signal processing systems, programmable logic devices, field programmable gate arrays, processors, controllers, microcontrollers devices, microprocessors, other electronic units designed to perform the functions described herein, or combinations thereof. For software implementation, part or all of the processes of the embodiments may be implemented by computer programs instructing relevant hardware. When implemented, the above-described programs may be stored in a computer-readable medium or transmitted as one or more instructions or codes on a computer-readable medium. Computer-readable media includes both computer storage media and communication media including any medium that facilitates transfer of a computer program from one place to another. A storage medium can be any available medium that a computer can access. Computer-readable media may include, but are not limited to, random access memory, read-only memory mirroring, charge-erasable programmable read-only memory, or other optical disk storage, magnetic disk storage media, or other magnetic storage systems, or capable of carrying or storing instructions with or any other medium in the form of the desired program code in a data structure and which can be accessed by a computer.

最后应当说明的是,以上实施例仅用以说明本发明的技术方案,而非对本发明保护范围的限制,尽管参照较佳实施例对本发明作了详细地说明,本领域的普通技术人员应当理解,可以对本发明的技术方案进行修改或者等同替换,而不脱离本发明技术方案的实质和范围。Finally, it should be noted that the above embodiments are only used to illustrate the technical solutions of the present invention, not to limit the protection scope of the present invention. Although the present invention has been described in detail with reference to the preferred embodiments, those of ordinary skill in the art should understand that , the technical solutions of the present invention may be modified or equivalently replaced without departing from the spirit and scope of the technical solutions of the present invention.

Claims (7)

1.一种应用软件处理方法,其特征是,该方法包括:1. an application software processing method is characterized in that, the method comprises: 云服务器从多个应用商店获取海量用户针对移动终端上各应用软件的评价信息和卸载信息;The cloud server obtains the evaluation information and uninstallation information of a large number of users for each application software on the mobile terminal from multiple application stores; 所述云服务器根据所述卸载信息计算各应用软件的卸载次数,将卸载次数大于预设次数阈值的应用软件的标识信息存储至第一数据库;The cloud server calculates the uninstall times of each application software according to the uninstall information, and stores the identification information of the application software whose uninstall times are greater than the preset times threshold in the first database; 所述云服务器对卸载次数不大于预设次数阈值的应用软件的评价信息进行提取,获取相应的评价关键词,以及,将所述评价关键词与预设标准关键词进行匹配,若至少一个评价关键词与一预设标准关键词匹配成功,将对应的应用软件的标识信息存储至第二数据库;The cloud server extracts the evaluation information of the application software whose number of times of uninstallation is not greater than the preset number of times threshold, obtains corresponding evaluation keywords, and matches the evaluation keywords with preset standard keywords, if at least one evaluation The keyword is successfully matched with a preset standard keyword, and the identification information of the corresponding application software is stored in the second database; 所述云服务器接收移动终端发送的启动一应用软件的指令,所述指令包括需要启动的应用软件的标识信息;The cloud server receives an instruction to start an application software sent by the mobile terminal, and the instruction includes identification information of the application software to be activated; 所述云服务器将与所述指令中的标识信息与所述第一数据库、第二数据库中的标识信息进行匹配,若匹配成功,控制所述需要启动的应用软件处于关闭状态。The cloud server matches the identification information in the instruction with the identification information in the first database and the second database, and if the matching is successful, controls the application software to be activated to be in a closed state. 2.根据权利要求1所述的一种应用软件处理方法,其特征是,所述云服务器对卸载次数不大于预设次数阈值的应用软件的评价信息进行提取,获取相应的评价关键词,包括:2. A method for processing application software according to claim 1, wherein the cloud server extracts the evaluation information of the application software whose number of times of uninstallation is not greater than a preset number of times threshold, and obtains corresponding evaluation keywords, including : 所述云服务器建立相关语料库对各评价信息进行过滤,得到有效的评价信息;The cloud server establishes a relevant corpus to filter each evaluation information to obtain effective evaluation information; 所述云服务器提取所述有效的评价信息的词语,并计算所述词语的权重,若所述权重超出设定的权重阈值,所述云服务器将所述词语作为评价关键词并进行提取;The cloud server extracts the words of the effective evaluation information, and calculates the weight of the words, and if the weight exceeds the set weight threshold, the cloud server uses the words as evaluation keywords and extracts them; 所述权重的计算公式为:The calculation formula of the weight is: 式中,Wi为有效的评价信息中提取的第i个词语的权重,Q(i)为所述第i个词语在各有效的评价信息中出现的总次数,Qa为所述第a条有效的评价信息包含的词语数量,K(i)为包含所述第i个词语的有效的评价信息的数量,K为有效的评价信息的数量。In the formula, Wi is the weight of the i -th word extracted from the valid evaluation information, Q(i) is the total number of times the i-th word appears in each valid evaluation information, and Q a is the a-th word. is the number of words contained in a piece of valid evaluation information, K(i) is the number of valid evaluation information containing the i-th word, and K is the number of valid evaluation information. 3.根据权利要求2所述的一种应用软件处理方法,其特征是,所述指令中的标识信息与所述第二数据库的标识信息匹配成功时,所述云服务器向所述移动终端发送请求以显示用于提示不启动的应用软件为不良软件的提示信息。3. A method for processing application software according to claim 2, wherein when the identification information in the instruction is successfully matched with the identification information of the second database, the cloud server sends a message to the mobile terminal. Request to display a message indicating that the application software that does not start is bad software. 4.根据权利要求2所述的一种应用软件处理方法,其特征是,所述指令中的标识信息与所述第一数据库的标识信息匹配成功时,所述云服务器控制所述移动终端显示请求卸载所述需要启动的应用软件的信息,以供用户进行卸载操作的参考。4. A method for processing application software according to claim 2, wherein when the identification information in the instruction is successfully matched with the identification information of the first database, the cloud server controls the mobile terminal to display The information of requesting to uninstall the application software that needs to be started is provided for the reference of the user to perform the uninstallation operation. 5.根据权利要求2所述的一种应用软件处理方法,其特征是,所述云服务器预存有各标准人脸图像,每一标准人脸图像关联有至少一个移动终端上的应用软件标识信息;所述方法还包括:5. A method for processing application software according to claim 2, wherein the cloud server prestores each standard face image, and each standard face image is associated with application software identification information on at least one mobile terminal ; The method also includes: 所述云服务器接收移动终端发送的启动一应用软件的指令时,还向移动终端发送采集用户人脸图像的指令;When the cloud server receives an instruction to start an application software sent by the mobile terminal, it also sends an instruction to collect the user's face image to the mobile terminal; 所述云服务器接收所述移动终端根据所述采集用户人脸图像的指令获取的用户人脸图像,将所述用户人脸图像与预存的各标准人脸图像进行匹配,当匹配成功时,所述云服务器获取与匹配的标准人脸图像关联的应用软件标识信息;The cloud server receives the user's face image obtained by the mobile terminal according to the instruction to collect the user's face image, and matches the user's face image with the pre-stored standard face images. The cloud server obtains the application software identification information associated with the matched standard face image; 所述云服务器将所述关联的应用软件标识信息对应的应用软件设置为处于关闭状态。The cloud server sets the application software corresponding to the associated application software identification information to be in a closed state. 6.一种云服务器,其特征是,所述云服务器用于执行如权利要求2-5任一项的一种应用软件处理方法。6. A cloud server, characterized in that the cloud server is configured to execute an application software processing method according to any one of claims 2-5. 7.一种移动终端,其特征是,所述移动终端用于执行如权利要求2-5任一项的一种应用软件处理方法。7. A mobile terminal, characterized in that, the mobile terminal is configured to execute an application software processing method according to any one of claims 2-5.
CN201910141387.5A 2019-02-26 2019-02-26 Application software processing method, mobile terminal and cloud server Active CN109976826B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201910141387.5A CN109976826B (en) 2019-02-26 2019-02-26 Application software processing method, mobile terminal and cloud server

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201910141387.5A CN109976826B (en) 2019-02-26 2019-02-26 Application software processing method, mobile terminal and cloud server

Publications (2)

Publication Number Publication Date
CN109976826A true CN109976826A (en) 2019-07-05
CN109976826B CN109976826B (en) 2020-07-17

Family

ID=67077352

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201910141387.5A Active CN109976826B (en) 2019-02-26 2019-02-26 Application software processing method, mobile terminal and cloud server

Country Status (1)

Country Link
CN (1) CN109976826B (en)

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112181766A (en) * 2020-09-27 2021-01-05 北京云真信科技有限公司 Early warning method based on application software, computer equipment and storage medium
CN113591095A (en) * 2021-08-04 2021-11-02 百度在线网络技术(北京)有限公司 Identification information processing method and device and electronic equipment

Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US8499063B1 (en) * 2008-03-31 2013-07-30 Symantec Corporation Uninstall and system performance based software application reputation
US8782635B2 (en) * 2011-01-19 2014-07-15 International Business Machines Corporation Reconfiguration of computer system to allow application installation
CN106648760A (en) * 2016-11-30 2017-05-10 捷开通讯(深圳)有限公司 Terminal and method thereof for cleaning background application programs based on face recognition
CN107657054A (en) * 2017-10-17 2018-02-02 广东小天才科技有限公司 Application software screening method and service equipment
CN108536784A (en) * 2018-03-29 2018-09-14 广州优视网络科技有限公司 Comment information sentiment analysis method, apparatus, computer storage media and server
CN109190079A (en) * 2018-09-13 2019-01-11 五八有限公司 Evaluation method, device, computer equipment and the readable storage medium storing program for executing of application program

Patent Citations (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US8499063B1 (en) * 2008-03-31 2013-07-30 Symantec Corporation Uninstall and system performance based software application reputation
US8782635B2 (en) * 2011-01-19 2014-07-15 International Business Machines Corporation Reconfiguration of computer system to allow application installation
US8904377B2 (en) * 2011-01-19 2014-12-02 International Business Machines Corporation Reconfiguration of computer system to allow application installation
CN106648760A (en) * 2016-11-30 2017-05-10 捷开通讯(深圳)有限公司 Terminal and method thereof for cleaning background application programs based on face recognition
CN107657054A (en) * 2017-10-17 2018-02-02 广东小天才科技有限公司 Application software screening method and service equipment
CN108536784A (en) * 2018-03-29 2018-09-14 广州优视网络科技有限公司 Comment information sentiment analysis method, apparatus, computer storage media and server
CN109190079A (en) * 2018-09-13 2019-01-11 五八有限公司 Evaluation method, device, computer equipment and the readable storage medium storing program for executing of application program

Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112181766A (en) * 2020-09-27 2021-01-05 北京云真信科技有限公司 Early warning method based on application software, computer equipment and storage medium
CN112181766B (en) * 2020-09-27 2023-07-14 北京云真信科技有限公司 Early warning method based on application software, computer equipment and storage medium
CN113591095A (en) * 2021-08-04 2021-11-02 百度在线网络技术(北京)有限公司 Identification information processing method and device and electronic equipment
CN113591095B (en) * 2021-08-04 2023-08-29 百度在线网络技术(北京)有限公司 Identification information processing method and device and electronic equipment

Also Published As

Publication number Publication date
CN109976826B (en) 2020-07-17

Similar Documents

Publication Publication Date Title
CN106873799B (en) Input method and device
US9996735B2 (en) Facial recognition
TWI693527B (en) Position information processing method and device
CN111104825A (en) Face registry updating method, device, equipment and medium
CN111886842A (en) Remote user authentication using threshold-based matching
CN110287361B (en) Figure picture screening method and device
US20160063240A1 (en) Managing registration of user identity using handwriting
CN108053545A (en) Certificate verification method and apparatus, server, storage medium
CN109548691A (en) A kind of pet recognition methods, device, medium and electronic equipment
US11609897B2 (en) Methods and systems for improved search for data loss prevention
CN113254673B (en) Data management method, system, equipment and medium based on knowledge graph
CN109976826B (en) Application software processing method, mobile terminal and cloud server
CN107798082A (en) A kind of processing method and processing device of file label
CN113591068A (en) Online login equipment management method and device and electronic equipment
CN112182520B (en) Identification method and device of illegal account number, readable medium and electronic equipment
WO2023000792A1 (en) Methods and apparatuses for constructing living body identification model and for living body identification, device and medium
CN112099870B (en) Document processing method, device, electronic equipment and computer readable storage medium
CN108650306A (en) A kind of game video caching method, device and computer storage media
US20070150961A1 (en) Data-use restricting system, data-use restricting method, and computer product
CN110110010A (en) Data processing method and device
CN111597453A (en) User image drawing method and device, computer equipment and computer readable storage medium
WO2021051540A1 (en) Distance-based information sending method and apparatus, and computer device and storage medium
CN110033013B (en) Creating signatures for identifying particular machine learning models
CN112783843A (en) Data reading method and device and electronic equipment
KR102270607B1 (en) Inspection system and method for right identification of images in website

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
TA01 Transfer of patent application right

Effective date of registration: 20200611

Address after: 230000 5 / F, building G2, xingmengyuan innovation mansion, No. 198, Mingzhu Avenue, hi tech Zone, Hefei City, Anhui Province

Applicant after: ZHISHENG CREAT INFORMAITON TECHNOLOGY Co.,Ltd.

Address before: 215000 Room C16, Room 201, 82 Jincheng Road, Taiping Street, Xiangcheng District, Suzhou City, Jiangsu Province

Applicant before: SUZHOU HONGYUQIAN INTELLIGENT EQUIPMENT TECHNOLOGY Co.,Ltd.

TA01 Transfer of patent application right
GR01 Patent grant
GR01 Patent grant
PE01 Entry into force of the registration of the contract for pledge of patent right

Denomination of invention: A method for processing application software, mobile terminals, and cloud servers

Granted publication date: 20200717

Pledgee: Hefei Xingtai Technology Micro-loan Co.,Ltd.

Pledgor: ZHISHENG CREAT INFORMAITON TECHNOLOGY CO.,LTD.

Registration number: Y2024980046622

PE01 Entry into force of the registration of the contract for pledge of patent right