本文關(guān)鍵詞： WiFi 慣性定位 移動(dòng)軌跡 推薦引擎 導(dǎo)游管理　出處：《北京郵電大學(xué)》2014年碩士論文　論文類型：學(xué)位論文

【摘要】：在智慧旅游蓬勃發(fā)展的大背景下,技術(shù)創(chuàng)新給人們提供了更加便捷、智能、個(gè)性化的旅游服務(wù)。尤其在導(dǎo)游管理系統(tǒng)領(lǐng)域,智能化的旅游管理與導(dǎo)覽方式成為了相關(guān)研究與應(yīng)用創(chuàng)新的熱點(diǎn)之一。當(dāng)前,越來(lái)越多的景區(qū)開(kāi)始全面的部署無(wú)線WiFi熱點(diǎn),作為AGPS定位技術(shù)的有力補(bǔ)充,在現(xiàn)有的WiFi網(wǎng)絡(luò)基礎(chǔ)之上提供低功耗、精準(zhǔn)的定位技術(shù)則具有極大的研究與應(yīng)用價(jià)值。與此同時(shí),傳統(tǒng)的智能導(dǎo)游管理系統(tǒng)在游覽內(nèi)容的提供和游客管理方式上卻仍然存在諸多的缺陷。因此,結(jié)合WiFi定位技術(shù)給游客提供個(gè)性化、精準(zhǔn)化的動(dòng)態(tài)游覽信息推薦以及進(jìn)行智能化的游客管理具有極高的研究?jī)r(jià)值。 本文設(shè)計(jì)并實(shí)現(xiàn)了一種基于WiFi網(wǎng)絡(luò)的智能導(dǎo)游管理系統(tǒng)。首先對(duì)基于WiFi慣性定位技術(shù)進(jìn)行了研究,設(shè)計(jì)并實(shí)現(xiàn)了一種基于WiFi網(wǎng)絡(luò)的慣性定位算法,并在目標(biāo)景區(qū)創(chuàng)建精確的用戶移動(dòng)軌跡；其次深入研究了基于移動(dòng)軌跡的個(gè)性化推薦算法,并提出了“基于PageRank的個(gè)性化線路推薦算法、基于線路融合的個(gè)性化線路推薦算法以及基于移動(dòng)軌跡的協(xié)同過(guò)濾景點(diǎn)推薦算法”,并對(duì)算法的性能進(jìn)行了詳細(xì)的分析。 基于WiFi網(wǎng)絡(luò)的智能導(dǎo)游管理系統(tǒng)包含三大子系統(tǒng)的設(shè)計(jì)與實(shí)現(xiàn),分別是智能導(dǎo)游推薦服務(wù)系統(tǒng)、游客終端子系統(tǒng)以及導(dǎo)游管理子系統(tǒng)。其中,智能導(dǎo)游推薦服務(wù)系統(tǒng)包括WiFi定位、移動(dòng)軌跡創(chuàng)建系統(tǒng)與基于移動(dòng)軌跡的個(gè)性化推薦系統(tǒng),同時(shí)向游客提供個(gè)性化的旅游線路與景點(diǎn)推薦。游客終端子系統(tǒng)與導(dǎo)游終端子系統(tǒng)基于iOS智能操作系統(tǒng)進(jìn)行設(shè)計(jì)實(shí)現(xiàn),并且分別向游客和導(dǎo)游提供不同的服務(wù)內(nèi)容。其中游客終端子系統(tǒng)提供了慣性定位自主修正與區(qū)域監(jiān)測(cè)功能,同時(shí)通過(guò)智能導(dǎo)游推薦服務(wù)系統(tǒng)根據(jù)游客的移動(dòng)軌跡提供個(gè)性化的線路推薦以及景點(diǎn)推薦服務(wù)；導(dǎo)游管理子系統(tǒng)則向?qū)в稳藛T提供游客管理與安全預(yù)警服務(wù)。
[Abstract]:In the context of the vigorous development of intelligent tourism, technological innovation has provided people with more convenient, intelligent and personalized tourism services, especially in the field of tour guide management system. Intelligent tourism management and guided way has become one of the hotspots in related research and application innovation. At present, more and more scenic spots begin to deploy wireless WiFi hotspots. As a powerful supplement of AGPS positioning technology, it provides low power consumption on the basis of existing WiFi network, and accurate positioning technology has great research and application value. However, the traditional intelligent tour guide management system still has many defects in the provision of tour content and tourist management mode. Therefore, combined with WiFi positioning technology to provide personalized tourists. Accurate dynamic tour information recommendation and intelligent tourist management have high research value. In this paper, an intelligent guide management system based on WiFi network is designed and implemented. Firstly, the inertial positioning technology based on WiFi is studied. An inertial location algorithm based on WiFi network is designed and implemented, and the accurate user trajectory is created in the target scenic spot. Secondly, the personalized recommendation algorithm based on mobile trajectory is deeply studied, and a personalized line recommendation algorithm based on PageRank is proposed. The personalized line recommendation algorithm based on line fusion and the collaborative filtering scenic spot recommendation algorithm based on mobile trajectory are analyzed in detail. The intelligent tour guide management system based on WiFi network includes the design and implementation of three subsystems, namely, the intelligent guide recommendation service system, the tourist terminal subsystem and the guide management subsystem. Intelligent guide recommendation service system includes WiFi location, mobile trajectory creation system and personalized recommendation system based on mobile trajectory. At the same time to provide tourists with personalized tourism routes and attractions recommendation. The tourist terminal subsystem and guide terminal subsystem based on the iOS intelligent operating system to design and implement. And they provide different services to tourists and tour guides. Among them, the tourist terminal subsystem provides inertial positioning autonomous correction and regional monitoring functions. At the same time, through the intelligent guide recommendation service system to provide personalized route recommendation and scenic spot recommendation service according to the tourists' mobile track; Tour guide management subsystem to guide personnel to provide tourist management and security early warning services.
【學(xué)位授予單位】：北京郵電大學(xué)
【學(xué)位級(jí)別】：碩士
【學(xué)位授予年份】：2014
【分類號(hào)】：TN92;TP311.52

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本文編號(hào)：1475326