出租车运行监测系统的设计与实现

发布时间：2018-02-16 13:18

本文关键词： 出租车运行监测地理位置信息数据分析　出处：《大连理工大学》2014年硕士论文　论文类型：学位论文

【摘要】：出租车打车软件如今已经成为人们津津乐道的话题,它的出现大大改变了我们的出行方式。它的魅力,不仅仅在于此,有人预测,以打车应用为代表的基于位置服务产生的海量数据金矿,很快就能够淘出真金,为个人提供更加精准贴心的个性化服务方案。本文通过对出租车运行监测系统的需求分析着手,设计并实现了一系列实用的工具,并对这种很具代表性的基于位置服务的数据掘金,进行了有意义的探索。出租车运行监测系统是为手机打车软件开发的运行监测系统。运行监测系统致力于将收集到的与打车服务有关的数据进行管理和加工,以应用到不同的场景。对于系统管理人员,它能够以易于观察和比较的地图、表格、统计图等方式呈现数据,方便了数据管理和分析；对于出租车司机,它能够以我的账单,司机排行榜,里程统计等功能呈现数据,为司机展示行车情况；对于乘客,它又能够利用历史订单信息提供精准的时间、价钱预算,候车位分析,生活推荐等个性化服务。本系统为采用了JAVA企业级开发SSH框架的网站,数据库采用Oracle,前端页面美化主要依靠ExtJS这一脚本框架,用Struts2的1o4j进行日志记录。本文完成了系统的需求分析、数据库及系统设计；对开发平台、数据挖掘算法、图形显示工具进行了取舍,实现了出租车运行监测系统。本系统主要功能部分实现了用户的地图动态显示、出租车扎堆、数据统计、历史轨迹、信息管理和分析功能模块。其它功能模块还包括登录注册、消息管理、驾车路线查询等。按照上述模块分析、设计,本文实现了出租车运行监测系统。在实现了基本的出租车运行监测功能的基础上,又添加了基于数据挖掘的分析模块,发掘出了位置信息的一些潜在价值。
[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.
【学位授予单位】：大连理工大学
【学位级别】：硕士
【学位授予年份】：2014
【分类号】：U492.434;TP274

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