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一種個性化智能家居控制系統(tǒng)的設(shè)計與實現(xiàn)

發(fā)布時間:2018-10-23 12:13
【摘要】:隨著科技的發(fā)展,人們生活水平不斷提高,享受家居服務(wù)的意識有了很大提升。人們不再只滿足于家居基本的居住功能,開始越來越注重家居服務(wù)的智能化、舒適度和便利性等特性。智能家居概念慢慢走進(jìn)人們的視野。它可以使家用設(shè)備具有一定的自我能動性,擺脫了傳統(tǒng)的被動模式,為人們提供全方位的信息交換功能。近些年,隨著互聯(lián)網(wǎng)的廣泛普及,現(xiàn)在人們習(xí)慣于將自已的狀態(tài)信息隨時隨地發(fā)布在社交網(wǎng)絡(luò)平臺上,達(dá)到與朋友,家人交流互動的目的。人們發(fā)布在社交網(wǎng)絡(luò)上的信息中可能包含與家用電器相關(guān)的信息,對它經(jīng)過分析,處理后,可以得出用戶對家用電器操作意圖的信息。本文提出了一種個性化智能家居控制系統(tǒng),它以社交平臺為依托,從人們發(fā)布在社交網(wǎng)絡(luò)平臺上的信息中,推測出用戶的行為意圖,然后把推測結(jié)果編輯成建議消息信息推送給用戶,達(dá)到向用戶提供“智能化”,“個性化”家居服務(wù)的目的。本系統(tǒng)的社交網(wǎng)絡(luò)信息主要來自當(dāng)下國內(nèi)最流行的微博社交網(wǎng)絡(luò)平臺。通過微博開放平臺提供的接口方式來獲取用戶社交網(wǎng)絡(luò)信息。根據(jù)LDA話題模型建立本地詞庫,對抓取到的微博信息進(jìn)行匹配和處理分析,最終推測出用戶對家用電器潛在的操作意圖,并在合適的時間將該信息推送給用戶。本文在明確系統(tǒng)需求的前提下,給出了系統(tǒng)的總體架構(gòu),功能模塊設(shè)計以及各模塊之間通信交互設(shè)計,對于服務(wù)器和IOS客戶端的重點功能模塊進(jìn)行了詳細(xì)設(shè)計與實現(xiàn)。同時,對系統(tǒng)的各個模塊功能進(jìn)行了測試,驗證了系統(tǒng)的正確性和穩(wěn)定性。系統(tǒng)采用MVC設(shè)計模式,降低模塊之間的耦合,提高了代碼的重用性,縮短了開發(fā)周期,使系統(tǒng)具有良好的可擴展性,便于后期維護。
[Abstract]:With the development of science and technology, people's living standard has been improved, and the consciousness of enjoying home service has been greatly improved. People are no longer satisfied with the basic living function of home, and begin to pay more and more attention to the intelligent, comfortable and convenient characteristics of home service. The concept of smart home slowly enters people's vision. It can make the household equipment have certain self-initiative, get rid of the traditional passive mode, and provide the omnidirectional information exchange function for people. In recent years, with the wide spread of the Internet, people are used to publish their status information on the social network platform at any time, anywhere, to achieve the purpose of interacting with friends and family. The information posted on the social network may contain the information related to the home appliance. After analyzing and processing it, we can get the information of the user's intention to operate the home appliance. In this paper, a personalized intelligent home control system is proposed. Based on the social platform, the user's behavior intention is inferred from the information that people publish on the social network platform. Then the result is edited into a suggestion message and pushed to the user to provide "intelligent" and "personalized" home service to the user. The social network information of this system mainly comes from the most popular social network platform Weibo in China. Through Weibo open platform provides the interface way to obtain the user social network information. According to the LDA topic model, the local lexicon is built, and the information of Weibo is matched and analyzed. Finally, the potential operation intention of the user to the household appliance is deduced, and the information is pushed to the user at the right time. On the premise of clarifying the system requirements, this paper gives the overall architecture of the system, the design of function modules and the design of communication and interaction among the modules. The key function modules of the server and IOS client are designed and implemented in detail. At the same time, the functions of each module of the system are tested to verify the correctness and stability of the system. The system adopts MVC design pattern, which reduces the coupling between modules, improves the reusability of code, shortens the development cycle, makes the system extensible and convenient for later maintenance.
【學(xué)位授予單位】:北京郵電大學(xué)
【學(xué)位級別】:碩士
【學(xué)位授予年份】:2016
【分類號】:TP311.52;TU855

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