本文關(guān)鍵詞： 出租車 運(yùn)行監(jiān)測(cè) 地理位置信息 數(shù)據(jù)分析　出處：《大連理工大學(xué)》2014年碩士論文　論文類型：學(xué)位論文

【摘要】：出租車打車軟件如今已經(jīng)成為人們津津樂道的話題,它的出現(xiàn)大大改變了我們的出行方式。它的魅力,不僅僅在于此,有人預(yù)測(cè),以打車應(yīng)用為代表的基于位置服務(wù)產(chǎn)生的海量數(shù)據(jù)金礦,很快就能夠淘出真金,為個(gè)人提供更加精準(zhǔn)貼心的個(gè)性化服務(wù)方案。本文通過對(duì)出租車運(yùn)行監(jiān)測(cè)系統(tǒng)的需求分析著手,設(shè)計(jì)并實(shí)現(xiàn)了一系列實(shí)用的工具,并對(duì)這種很具代表性的基于位置服務(wù)的數(shù)據(jù)掘金,進(jìn)行了有意義的探索。 出租車運(yùn)行監(jiān)測(cè)系統(tǒng)是為手機(jī)打車軟件開發(fā)的運(yùn)行監(jiān)測(cè)系統(tǒng)。運(yùn)行監(jiān)測(cè)系統(tǒng)致力于將收集到的與打車服務(wù)有關(guān)的數(shù)據(jù)進(jìn)行管理和加工,以應(yīng)用到不同的場(chǎng)景。對(duì)于系統(tǒng)管理人員,它能夠以易于觀察和比較的地圖、表格、統(tǒng)計(jì)圖等方式呈現(xiàn)數(shù)據(jù),方便了數(shù)據(jù)管理和分析；對(duì)于出租車司機(jī),它能夠以我的賬單,司機(jī)排行榜,里程統(tǒng)計(jì)等功能呈現(xiàn)數(shù)據(jù),為司機(jī)展示行車情況；對(duì)于乘客,它又能夠利用歷史訂單信息提供精準(zhǔn)的時(shí)間、價(jià)錢預(yù)算,候車位分析,生活推薦等個(gè)性化服務(wù)。 本系統(tǒng)為采用了JAVA企業(yè)級(jí)開發(fā)SSH框架的網(wǎng)站,數(shù)據(jù)庫采用Oracle,前端頁面美化主要依靠ExtJS這一腳本框架,用Struts2的1o4j進(jìn)行日志記錄。本文完成了系統(tǒng)的需求分析、數(shù)據(jù)庫及系統(tǒng)設(shè)計(jì)；對(duì)開發(fā)平臺(tái)、數(shù)據(jù)挖掘算法、圖形顯示工具進(jìn)行了取舍,實(shí)現(xiàn)了出租車運(yùn)行監(jiān)測(cè)系統(tǒng)。本系統(tǒng)主要功能部分實(shí)現(xiàn)了用戶的地圖動(dòng)態(tài)顯示、出租車扎堆、數(shù)據(jù)統(tǒng)計(jì)、歷史軌跡、信息管理和分析功能模塊。其它功能模塊還包括登錄注冊(cè)、消息管理、駕車路線查詢等。 按照上述模塊分析、設(shè)計(jì),本文實(shí)現(xiàn)了出租車運(yùn)行監(jiān)測(cè)系統(tǒng)。在實(shí)現(xiàn)了基本的出租車運(yùn)行監(jiān)測(cè)功能的基礎(chǔ)上,又添加了基于數(shù)據(jù)挖掘的分析模塊,發(fā)掘出了位置信息的一些潛在價(jià)值。
[Abstract]:Taxi hailing software has become a topic of interest, and its emergence has dramatically changed the way we travel. It's not just about it, it's been predicted. The massive data gold mine based on location service, represented by the ride-hailing application, will soon be able to find out the real gold and provide a more precise and considerate individualized service scheme for the individual. This paper starts with the analysis of the demand of the taxi operation monitoring system. A series of practical tools are designed and implemented. The taxi operation monitoring system is a running monitoring system developed for mobile taxi hailing software. The operation monitoring system is dedicated to the management and processing of collected data related to taxi service. For system administrators, it can present data in maps, tables, statistics, etc., which is easy to observe and compare, which facilitates data management and analysis. For taxi drivers, it can use my bill. Driver ranking, mileage statistics and other functions to show drivers driving situation; for passengers, it can use historical order information to provide accurate time, price budget, waiting space analysis, life recommendation and other personalized services. This system is a website that adopts JAVA enterprise to develop SSH frame, database adopts Oracle, front-end page beautification mainly depends on the script frame of ExtJS, and uses 1o4j of Struts2 to log record. Database and system design, development platform, data mining algorithm, graphics display tools to choose and choose, realize the taxi operation monitoring system. The main functions of the system realize the user map dynamic display, taxi heap, Data statistics, history track, information management and analysis function module. Other function modules include login registration, message management, driving route query and so on. According to the analysis and design of the above modules, this paper implements the taxi operation monitoring system. On the basis of realizing the basic function of taxi operation monitoring, the analysis module based on data mining is added. Some potential value of location information has been discovered.
【學(xué)位授予單位】：大連理工大學(xué)
【學(xué)位級(jí)別】：碩士
【學(xué)位授予年份】：2014
【分類號(hào)】：U492.434;TP274

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