CN105472412B - Large data processing method for distinguishing a state smart TV - Google Patents

Large data processing method for distinguishing a state smart TV Download PDF

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CN105472412B
CN105472412B CN201510815764.0A CN201510815764A CN105472412B CN 105472412 B CN105472412 B CN 105472412B CN 201510815764 A CN201510815764 A CN 201510815764A CN 105472412 B CN105472412 B CN 105472412B
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data
smart tv
state
status
step
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CN105472412A (en
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任涛
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四川长虹电器股份有限公司
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Abstract

本发明公开了一种区分智能电视状态的大数据处理方法,涉及一种动态筛选电视状态的数据采集分析领域。 The present invention discloses a method for distinguishing the large data processing smart TV state, to a state of dynamic filtering television field data acquisition and analysis. 本发明利用电视、云端服务器组成的整套系统,有效的对智能电视状态进行注册,然后利用数据采集、存储时候加入标签的方式,对数据进行归源操作,提高数据挖掘分析价值。 The present invention utilizes television, cloud servers of the entire system and effective smart TV status register, and then use the data collection, storage time to join the label manner, normalize the data source to operate and improve the value of data mining analysis. 智能电视终端能够通主动或被动修改自身的状态,并上传到云端,动态刷新每一台智能电视的状态数据库,并对每一条上传数据进行ID匹配,打上状态标签,校验后进行后期存储分析。 Smart TV terminals capable of modifying itself through active or passive state, and upload it to the cloud, dynamic refresh status every smart TV database, and each upload data ID matching, marked with status labels, post-memory analysis check . 利用产品状态标识提升了数据质量,让数据本身与产生背景匹配,降低了数据挖掘难度的同时大大提升了数据价值。 Use state identification products to enhance the quality of the data, so the data itself matches the background, while reducing the difficulty of data mining greatly enhance the value of the data.

Description

一种区分智能电视状态的大数据处理方法 Large data processing method for distinguishing a state smart TV

技术领域 FIELD

[0001] 本发明涉及动态筛选电视状态的数据采集分析领域,具体涉及一种区分智能电视状态的大数据处理方法。 Data [0001] The present invention relates to dynamic filtering state television acquisition and analysis, and in particular relates to a method for distinguishing the large data processing state smart TV.

背景技术 Background technique

[0002] “大数据”作为时下最时髦的词汇,开始向各行业渗透辐射,颠覆着很多特别是传统行业的管理和运营思维。 [0002] "big data" as among the most fashionable term, beginning each industry penetration radiation, especially a lot of subversion of traditional industries and operations management thinking. 在大数据时代,应用大数据分析模式,既能帮助企业提前把握市场消费需求,又能化解市场危机,为企业的运营和管理提供关键的信息和决策支撑。 In the era of big data, big data analytics application mode, not only to help companies grasp the market ahead of consumer demand, but also to resolve the crisis in the market, providing critical information and decision support for the operation and management of enterprises. 因此在这一大背景下,大数据也触动着家电行业管理者的神经,改变着家电行业者的思维,大数据在家电行业释放出的巨大价值也吸引着家电行业相关开发设计人员的兴趣和研发投入。 Therefore, in this background, the big data appliance industry also touched a nerve managers, changing the thinking person's home appliance industry, large data released in the appliance industry is also of great value to attract interest in the appliance industry and related development and design staff R. 超大规模(Volume)、非结构性(Variety)、低密度性(Veracity)、实时性的特点,静态和动态的数据相结合,大交易、大交互、大行为和大运营数据相融合构成的开放式的大数据平台。 VLSI (Volume), non-structural (Variety), low density of (Veracity), real-time characteristics, static and dynamic combination of data, big deal, big interaction, behavior and big big operational data integration consisting of open for the big data platform. 这些都决定了大数据的价值并不是简单的数据积累,在大数据应用,其真正的核心在于挖掘数据中蕴藏的模型价值,而不是简单的数据积累。 All decisions of the value of big data is not a simple data accumulated in large data applications, the real core of the model is that the value of data mining reserves, rather than simple data accumulation. 大数据并非就意味着好数据,大数据本身并不能主动带来准确的分析结果。 Big data does not mean better data, big data itself does not take the initiative to bring accurate results. 如果数据本身并不完整,缺乏与之匹配的背景甚至已经损坏,那么由此产生的分析结论将变得毫无意义。 If the data itself is not complete, lack of matching background even damaged, then the resulting analysis conclusion will become meaningless. 而本发明就正是为了解决数据分析的背景缺失,无效数据的简单积累和数据的不完整造成的数据价值丢失的问题。 And it is precisely the present invention is to solve the lack of background data analysis, data value is not complete due to invalid data and the simple accumulation of data loss problem. 这样的数据采集即拉高了企业生产成本,又让数据本身失去了分析、挖掘的最有效的来源价值。 Such data collection that is pushed up production costs, letting the data itself lost its analysis, the most effective source of value mining.

发明内容 SUMMARY

[0003]本发明的目的是针对上述现有技术,解决在智能电视产品数据产生、收集过程中, 无法对数据的产生源进行精准定位,造成了数据与之匹配的背景缺乏、损坏的问题。 [0003] The present invention is directed to the above-described prior art, the product solution produced in the smart TV data collection process, the source data can not be generated accurately positioned, resulting in a lack of background data matching, the problem of damage. 通过本发明方案,可以对数据的产生源进行时间、空间的精准定位,对每一次数据的采集都进行打标签,让数据与产生者更加匹配,使挖掘更有效,分析结论更具有针对性。 Can be carried out by the embodiment of the present invention, the time data generating source, precise positioning of the space, each time data are acquired for tagging, so that more closely match the data producer, the excavating more effective, more targeted analysis conclusion.

[0004]为了达到上述的技术效果,本发明采取以下技术方案:一种区分智能电视状态的大数据处理方法,包括智能电视状态注册、云端标签服务和数据储存三个部分; [0004] In order to achieve the above technical effect, the present invention takes the following technical solution: A method for processing large data state distinguishing smart television, a smart television including a state register, and a data storage service tag cloud of three parts;

[0005]所述智能电视状态注册包括:将智能电视状态数据内容上传至云端。 The [0005] Smart TV status register comprising: a smart television status data uploaded to the cloud.

[0006] 所述云端标签服务包括: [0006] The tag cloud service comprising:

[0007]云端解析出每一台智能电视上报的唯一状态码,并写入到my Sql数据库中; [0007] Drive parsed unique status code reported by each smart TV, and written in the my Sql database;

[0008]=叫1数据库中每一台智能电视的状态新增或更新都动态刷新到從虹^^数据库中; [0009]采集端将智能电视每一条上报数据与redis数据库中状态信息进行关联匹配,对智能电视ID进行打标签操作。 [0008] = 1 is called a state database for each smart TV are updated dynamically add or update the database from rainbow ^^; [0009] The smart TV collection end each data reports redis state information associated with the database match, to be played smart TV ID tag operation.

[0010]所述数据储存包括:从mongodb配置库取得校验信息,对数据进行校验,合法数据存入到数据仓库中。 [0010] The data storage comprising: mongodb acquired from the configuration repository verification information, verification data, valid data is stored into the data warehouse.

[0011]作为优选,所述将智能电视状态数据内容上传至云端的具体操作步骤包括: [0011] Advantageously, the intelligent television status data uploaded to the cloud specific steps comprising:

[0012]第一步:判断到智能电视第一次联网后,即将智能电视的ID参数和状态信息组织准备上报; [0012] The first step: to determine the smart TV for the first time networking, the upcoming Smart TV ID parameter and status information organization ready to report;

[0013] 第二步:按照固定协议采集到状态数据后,判断网络是否正常; [0013] The second step: collecting the state data according to a fixed protocol, determine whether the network is normal;

[0014] 第三步:若网络正常,则将封装好的加密数据以http post的方式发送到采集端的指定接口;若网络不正常,则加入监听程序,直至网络正常后,继续上传智能电视ID参数和状态信息; [0014] The third step: if the network is normal, then a good package is sent to the encrypted data collection terminal to the specified interface http post manner; if the network is not normal, then the listener is added until the network is normal, intelligent television ID continue to upload parameters and status information;

[0015]第四步:上传后,服务器会给响应数据,如果解析上传成功则进入下一步流程;如过解析上传失败,则重新请求进行上传直至成功。 [0015] Step 4: After uploading, the server will give the response data, if the upload was successful parsing process proceeds to the next step; such as peracetic parsing failed to upload, the upload request again until successful.

[0016] 作为优选,所述将智能电视状态数据内容上传至云端的具体操作步骤还包括: [0016] Advantageously, the intelligent television status data uploaded to the cloud specific steps further comprising:

[0017] 在智能电视终端植入电视状态的监听程序,智能电视状态数据上传后,如果智能电视状态发生改变,则触发智能电视状态采集上报机制,刷新智能电视状态数据并上传至云端;如果无状态变化,则监听程序处于休眠状态,结束上传任务。 [0017] In the smart TV terminal implant listener state television, state television after intelligence data upload, status changes if the smart TV, smart TV is a state trigger acquisition reporting mechanisms, smart TV refresh status data and upload it to the cloud; if no changes in state, the listener in a dormant state, the upload task.

[0018] 作为优选,所述云端标签服务的具体步骤包括: [0018] Advantageously, the tag cloud service specific steps include:

[0019] 第一步:智能电视开机后自动发送报文请求获取config文件; [0019] The first step: automatically sends a request message to obtain config file smart TV turned on;

[0020] 第二步:采集端收到获取conf ig文件的请求,然后查询mongodb配置库获取到config 文件; [0020] Step: Get conf ig acquisition client receives the file request and then query the configuration repository mongodb acquired config file;

[0021] 第三步:云端将从mongodb配置库获取到的config文件返回给智能电视; [0021] The third step: the cloud from mongodb configuration repository of config files to get back to the smart TV;

[0022]第四步:根据配置文件,智能电视将状态数据以http post的方式发送到采集端的指定接口; [0022] The fourth step: a configuration file, a smart television status data sent to the collection end of the specified interface to the http post embodiment;

[0023]第五步:采集端将接收到的每一台智能电视的状态数据解析、新建或刷新到mysql 数据库; [0023] Fifth Step: The state of each collection end smart television received data analysis, a new or refreshed to mysql database;

[0024]第六步:mysql数据库中每一台智能电视的状态新增或更新都动态刷新到redis数据库; [0024] Step Six: New state mysql database every smart TV or updates are dynamically refreshed to redis database;

[0025]第七步:采集端将智能电视每一条上报数据与redis数据库中状态信息进行关联匹配,对智能电视ID进行打标签操作。 [0025] Seventh Step: The intelligent TV collection end of each data reports a status information database redis associated match, the smart television ID to tag operation performed.

[0026]本发明与现有技术相比,具有以下的有益效果:采用本发明后,这些非结构性的海量数据被统一收集以后,通过标签对每一条数据进行归类,就可以高效的利用科学、专业的数据模型,客观的分析方法挖掘出具有针对性的数据价值,而且还支持终端设备的状态动态更新,可以最大限度的支持满足各种人群、各种使用环境对数据采集需求。 [0026] Compared with the prior art the present invention has the following advantages: after the use of the present invention, these non-structural mass data collected are unified, categorize each of the data through the label, efficient use can scientific, professional data model and objective analysis of data to dig out a targeted value, but also supports terminal equipment status dynamically updated, you can maximize support to meet all kinds of people, all kinds of environment data acquisition needs. 通过本发明最大的价值核心就是利用产品状态标识提升了数据质量,让数据本身与产生背景匹配,降低了数据挖掘难度的同时大大提升了数据价值。 The maximum value of the core of the invention is the use of products to enhance the state identification data quality, so that the data itself matches the background, reducing the difficulty of data mining, while greatly enhance the value of the data.

附图说明 BRIEF DESCRIPTION

[0027]图1是本发明流程示意图; [0027] FIG. 1 is a flow schematic of the present invention;

[0028]图2是本发明图1中电视机状态注册的具体流程图; [0028] FIG. 2 is a detailed flowchart of FIG. 1 of the present invention, the registered state of the television;

[0029]图3是本发明图1中云端标签服务的处理示意图。 [0029] FIG. 3 is a process schematic view of the present invention, in a tag cloud services.

具体实施方式 Detailed ways

[0030]下面结合本发明的实施例对本发明作进一步的阐述和说明。 [0030] The following embodiments of the present invention in conjunction with the present invention will be further illustrated and described.

[0031] 实施例: [0031] Example:

[0032]如图1所示,一种区分智能电视状态的大数据处理方法,包括智能电视状态注册、 云端标签服务和数据储存三个部分; [0032] As shown in FIG. 1, a data processing method for distinguishing the large smart TV status, including smart television status register, and a data storage service tag cloud of three parts;

[0033] 所述智能电视状态注册包括:将智能电视状态数据内容通过页面上传至云端。 [0033] The state registration includes Smart TV: Smart TV will state the data content uploaded to the cloud by page. 所述的智能电视状态,包括但不局限于生产、开发、商场、商用、用户,支持动态定义、添加扩展等。 The status of smart TV, including but not limited to the production, development, shopping malls, commercial users, support dynamic definition, add expansion. 其状态数据可以根据需要进行动态修改、刷新。 Which state data can be dynamically modified as desired, to refresh.

[0034] 所述云端标签服务包括: [0034] The tag cloud service comprising:

[0035]云端解析出每一台智能电视上报的唯一状态码,并写入到mysql数据库中,mysql 数据库对每一台电视只创建一条状态数据,对采集端的每一台智能电视状态进行跟踪、解析、存储。 [0035] Drive parsed unique status code reported by each smart TV, and written to the database mysql, mysql database created for each TV only one status data, for each smart TV tracking status collection end, resolution, storage.

[0036] mysql数据库中每一台智能电视的状态新增或更新都动态刷新到redis数据库中, 只在某一台电视状态数据发送改变后触发动态刷新单条数据。 [0036] mysql database in every state of the smart TV are new or updated dynamically refreshed to redis database, after sending only changed data in a certain state TV trigger dynamic refresh a single data.

[0037]采集端将智能电视每一条上报数据与redis数据库中状态信息进行关联匹配,对智能电视ID进行打标签操作。 [0037] The smart TV collection end of each data reports a status information database redis associated match, the smart television ID to tag operation performed. 通过智能电视的唯一ID参数,对每一台电视的上传信息进行即时的状态关联匹配,并增加状态标签字段进行存储。 , To upload information of every instant of state television by matching the unique ID associated with the parameters of the smart TV, and increase state tag field for storage.

[0038] 所述数据储存包括:从mongodb配置库取得校验信息,对数据进行校验,合法数据存入到数据仓库中。 [0038] The data storage comprising: mongodb acquired from the configuration repository verification information, verification data, valid data is stored into the data warehouse.

[0039]本发明利用电视、云端服务器组成的整套系统,有效的对电视状态进行注册,然后利用数据采集、存储时候加入标签的方式,对数据进行归源操作,提高数据挖掘分析价值, 为企业的发展提供最真实有效的决策支持,最大层度的为企业创造价值。 [0039] The present invention utilizes television, the entire system cloud server composition, effective for the TV status register, and then use the data acquisition, storage, when added to the tag mode, normalize the data source operation to improve the data mining analysis value for the enterprise the development offers the most realistic and effective decision support, the largest layer of creating value for the company.

[0040]如图2所示,智能电视状态注册的具体步骤包括: [0040] As shown in FIG. 2, the specific steps of the registration status of the smart TV comprising:

[0041]第一步:判断到智能电视第一次联网后,即将智能电视的ID参数和状态信息组织准备上报; [0041] The first step: to determine the smart TV for the first time networking, the upcoming Smart TV ID parameter and status information organization ready to report;

[0042]第二步:按照固定协议采集到状态数据后,判断网络是否正常; [0042] The second step: collecting the state data according to a fixed protocol, determine whether the network is normal;

[0043]第三步:若网络正常,则将封装好的加密数据以http post的方式发送到采集端的指定接口;若网络不正常,则加入监听程序,直至网络正常后,继续上传智能电视ID参数和状态信息; [0043] The third step: if the network is normal, then a good package is sent to the encrypted data collection terminal to the specified interface http post manner; if the network is not normal, then the listener is added until the network is normal, intelligent television ID continue to upload parameters and status information;

[0044]第四步:上传后,服务器会给响应数据,如果解析上传成功则进入下一步流程;如过解析上传失败,则重新请求进行上传直至成功。 [0044] Step 4: After uploading, the server will give the response data, if the upload was successful parsing process proceeds to the next step; such as peracetic parsing failed to upload, the upload request again until successful.

[0045]作为优选,在智能电视终端植入电视状态的监听程序,智能电视状态数据上传后, 如果智能电视状态发生改变,则触发智能电视状态采集上报机制,刷新智能电视状态数据并上传至云端;如果无状态变化,则监听程序处于休眠状态,结束上传任务。 [0045] Preferably, the television terminal implanted in the smart TV listener state, the state data upload smart television, a smart television if the status changes, the triggering mechanism for reporting status collection smart television, a smart television refresh state data and upload it to the cloud ; if there is no change of state, the listener in a dormant state, the upload task.

[0046]如此,智能电视终端能够通主动或被动修改自身的状态,并上传到云端,动态刷新每一台智能电视的状态数据库,并对每一条上传数据进行ID匹配,打上状态标签,校验后进行后期存储分析。 [0046] Thus, through the smart TV terminal can actively or passively change their own state, and to the cloud, the dynamic refresh state database of every smart TV, and each upload data ID matches, the state marked with labels, check post-analysis after storage.

[0047] 如图3所示,所述云端标签服务的具体步骤包括: [0047] As shown in FIG. 3, the specific tag cloud service comprises the step of:

[0048] 第一步:智能电视开机后自动发送报文请求获取config文件; [0048] The first step: automatically sends a request message to obtain config file smart TV turned on;

[0049] 第二步:采集端收到获取config文件的请求,然后查询mongodb配置库获取到config 文件; [0049] Second Step: Upon receiving the request acquisition acquired config file, then query the configuration repository mongodb acquired config file;

[0050] 第三步:云端将从mongodb配置库获取到的config文件返回给智能电视; [0050] The third step: the cloud from mongodb configuration repository of config files to get back to the smart TV;

[0051]第四步:根据配置文件,智能电视将状态等数据(DES加密)以http post的方式发送到采集端的指定接口; [0051] The fourth step: to send the http post acquisition mode to the specified interface based on the profile side, the smart television status data (DES encryption);

[0052]第五步:采集端将接收到的每一台智能电视的状态数据解析、新建或刷新到mysql 数据库; [0052] Fifth Step: The state of each collection end smart television received data analysis, a new or refreshed to mysql database;

[0053]第六步:mySql数据库中每一台智能电视的状态新增或更新都动态刷新到redis数据库; [0053] Step Six: New state mySql database every smart TV or updates are dynamically refreshed to redis database;

[00M]第七步:采集端将智能电视每一条上报数据与redis数据库中状态信息进行关联匹配,对智能电视ID进行打标签操作。 [00M] Seventh Step: The intelligent TV collection end of each data reports a status information database redis associated match, the smart television ID to tag operation performed.

[0055]可以理解的是,以上实施方式仅仅是为了说明本发明的原理而采用的示例性实施方式,然而本发明并不局限于此。 [0055] It will be appreciated that the above embodiments are merely illustrative of the principles of the present invention is employed in an exemplary embodiment, but the present invention is not limited thereto. 对于本领域内的普通技术人员而言,在不脱离本发明的精神和实质的情况下,可以做出各种变型和改进,这些变型和改进也视为本发明的保护范围。 For those of ordinary skill in the art, without departing from the spirit and substance of the invention can be made various modifications and improvements, these modifications and improvements into the protection scope of the invention.

Claims (3)

1.一种区分智能电视状态的大数据处理方法,其特征在于,包括智能电视状态注册、云端标签服务和数据储存三个部分; 所述智能电视状态注册包括:将智能电视状态数据内容上传至云端,具体操作步骤包括: 第一步:判断到智能电视第一次联网后,即将智能电视的ID参数和状态信息组织准备上报; 第二步:按照固定协议采集到状态数据后,判断网络是否正常; 第三步:若网络正常,则将封装好的加密数据以http post的方式发送到采集端的指定接口;若网络不正常,则加入监听程序,直至网络正常后,继续上传智能电视ID参数和状态信息; 第四步:上传后,服务器会给响应数据,如果解析上传成功则进入下一步流程;如过解析上传失败,则重新请求进行上传直至成功; 所述云端标签服务包括: 云端解析出每一台智能电视上报的唯一状态码,并写入到mysql Large data processing method for an intelligent television distinguishing state, wherein the state register includes a smart television, and data storage service tag cloud of three parts; the smart television status register comprising: a smart television status data uploaded to cloud, comprising specific steps: the first step: after determining the first smart TV network, i.e. the parameters ID and state information to prepare reports the organization of the smart TV; the second step: the collected state data according to a fixed protocol, the network determines whether normal; the third step: if the network is normal, then a good package is sent to the encrypted data collection terminal to the specified interface http post manner; if the network is not normal, then the listener is added until the network is normal, the ID parameters continue to upload smart TV and status information; step IV: Once uploaded, the server will give the response data, if the upload was successful parsing process proceeds to the next step; upload such as peracetic parsing fails, then re-request until a successful upload; tag cloud of the service comprises: parsing cloud a smart TV reported each unique status code, and write to mysql 据库中; mysql数据库中每一台智能电视的状态新增或更新都动态刷新到redis数据库中; 采集端将智能电视每一条上报数据与redis数据库中状态信息进行关联匹配,对智能电视ID进行打标签操作; 所述数据储存包括:从mongodb配置库取得校验信息,对数据进行校验,合法数据存入到数据仓库中。 According database; MySQL database and the state of each smart TV are updated dynamically add or update the database redis; smart television collection end of each data reports a status information database redis associated match, the smart television ID is tagging operation; the data store comprising: a configuration from the library mongodb acquired verification information, verification data, valid data stored in the data warehouse.
2.根据权利要求1所述的一种区分智能电视状态的大数据处理方法,其特征在于,所述将智能电视状态数据内容上传至云端的具体操作步骤还包括: 在智能电视终端植入电视状态的监听程序,智能电视状态数据上传后,如果智能电视状态发生改变,则触发智能电视状态采集上报机制,刷新智能电视状态数据并上传至云端; 如果无状态变化,则监听程序处于休眠状态,结束上传任务。 2. According to one large data processing method for distinguishing a state of the smart TV claimed in claim 1, wherein said intelligent television status data uploaded to the cloud specific steps further comprising: implanting in the smart TV television terminal listener state, after the smart TV status data upload, if the smart TV status is changed, the trigger smart TV status collection reporting mechanisms, refresh intelligent television status data and upload it to the cloud; if no status change, the listener in a dormant state, the upload task.
3.根据权利要求1所述的一种区分智能电视状态的大数据处理方法,其特征在于,所述云端标签服务的具体步骤包括: 第一步:智能电视开机后自动发送报文请求获取config文件; 第二步:采集端收到获取config文件的请求,然后查询mong〇db配置库获取到config文件; 第三步:云端将从mongodb配置库获取到的config文件返回给智能电视; 第四步:根据配置文件,智能电视将状态数据以http post的方式发送到采集端的指定接口; 第五步:采集端将接收到的每一台智能电视的状态数据解析、新建或刷新到mysql数据库; 第六步:mySql数据库中每一台智能电视的状态新增或更新都动态刷新到redis数据库; 第七步:采集端将智能电视每一条上报数据与redis数据库中状态信息进行关联匹配, 对智能电视ID进行打标签操作。 3. According to one large data processing method for distinguishing a state of the smart TV claimed in claim 1, wherein said service tag cloud specific steps include: Step 1: Smart TV start automatically sends Request message config file; the second step: collecting receiving the request to obtain the config file, and then configure the database query mong〇db get to the config file; third step: the cloud from mongodb configuration repository to get the config file back to the smart TV; fourth step 3: profile, smart television status data sent to the collection end of the specified interface to the http post embodiment; fifth step: collecting status data to each terminal received smart television analysis, a new or refreshed to mysql database; step Six: mySql database status for every smart TV's are new or updated dynamically refreshed to redis database; seventh step: collecting end smart TV reported data with each redis database state information associated with matching, intelligent TV ID is tagging operation.
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