基于室内导航的超市个性化购物系统设计与实现

发布时间：2018-04-08 16:51

本文选题：超市　切入点：移动互联网　出处：《中北大学》2017年硕士论文

【摘要】：随着我国经济不断地发展,人们的购物需求发生着深刻地变化,传统大型超市的购物体验已经远远不能满足当前市场的需求。传统的超市都在寻求着新的购物方式。面对复杂多变的行业形态,商家必须做出迅速有效的转变,精准地把握市场的脉络提升用户体验。利用传统超市的优势寻找突破点,借助科技创新完成在新环境下的体验转型。基于室内导航的个性化超市购物系统,就是传统大型超市利用科技创新在当前社会中的一次探索。弥补传统超市在移动互联网发展的背景下体验上的不足,提升其行业竞争力。移动互联网的快速发展和移动终端的广泛普及,面对传统超市购物体验上的不足,结合线上和线下的优势创新体验新方式,基于室内导航的个性化超市购物系统能够让传统超市保持其优势的同时,为用户提供更加灵活便捷的购物方式。用户通过室内导航技术能够在超市购物的时候快速的找到自己需要的商品,提高购物效率。同时,个性化推荐能够更好的针对个人来提供服务,提升购物的体验值。最后还可以利用移动平台的便捷让用户及时的了解到超市商品的一些优惠信息。针对上述情况本文主要的工作如下:1.基于室内导航的个性化超市购物系统项目前期的市场与技术调研。详细的调研了当前市场,并分析超市购物存在的问题。详细的了解了针对此类问题国内外相关的研究现状。完成了本系统的项目需求分析和总体设计,同时,对本系统中用到的开发技术进行了深入的学习。确定了最终的技术方案,为后续的工作做好基础。2.对室内导航的关键技术进行了研究,根据需求分析,研究符合系统要求的定位传感器的数据处理方法以及室内地图的绘制。然后对室内导航的算法进行了改进,同时也完成了室内导航模块的开发。3.构建个性化推荐平台,搭建Hadoop和Spark的大数据处理平台,实现相关推荐算法,完成推荐模块的开发。4.根据完成的软件开发文档,遵循低耦合、模块化开发的软件工程设计思想完成移动终端的各个功能模块的开发。并对系统按照软件测试的方法进行了测试。
[Abstract]:With the continuous development of our economy, people's shopping needs have undergone profound changes, the traditional supermarket shopping experience has been far from meeting the needs of the current market.Traditional supermarkets are looking for new ways to shop.In the face of complex and changeable industry patterns, businesses must make rapid and effective changes to accurately grasp the market context to enhance the user experience.Using the advantages of traditional supermarkets to find a breakthrough, with the help of scientific and technological innovation to complete the experience transformation in the new environment.The personalized supermarket shopping system based on indoor navigation is an exploration of traditional supermarket using scientific and technological innovation in the current society.To make up for the shortcomings of the traditional supermarket under the background of mobile Internet development, improve the competitiveness of the industry.With the rapid development of mobile Internet and the widespread popularity of mobile terminals, facing the shortcomings of the traditional supermarket shopping experience, combined with the online and offline advantages of innovative experience of new ways,The personalized supermarket shopping system based on indoor navigation can make the traditional supermarket keep its advantages and provide more flexible and convenient shopping methods for the users at the same time.Through the indoor navigation technology, users can quickly find the goods they need when shopping in the supermarket, and improve the shopping efficiency.At the same time, personalized recommendation can be better targeted at individuals to provide services, improve the value of shopping experience.Finally, we can make use of the convenience of mobile platform to let users get some preferential information of supermarket goods in time.In view of the above situation, the main work of this paper is as follows: 1.The market and technology research of personalized supermarket shopping system project based on indoor navigation.Detailed investigation of the current market, and analysis of supermarket shopping problems.Detailed understanding of this kind of issues at home and abroad related to the status of research.The project requirement analysis and overall design of the system are completed. At the same time, the development techniques used in the system are deeply studied.Determined the final technical plan, for the follow-up work to do a good foundation. 2.The key technology of indoor navigation is studied. According to the requirement analysis, the data processing method of positioning sensor and the drawing of indoor map are studied.Then the algorithm of indoor navigation is improved, and the development of indoor navigation module. 3. 3.Build personalized recommendation platform, build Hadoop and Spark big data processing platform, realize the related recommendation algorithm, complete the development of recommendation module. 4. 4.According to the completed software development document, the software engineering design idea of low coupling and modular development is followed to complete the development of each functional module of mobile terminal.The system is tested according to the method of software test.
【学位授予单位】：中北大学
【学位级别】：硕士
【学位授予年份】：2017
【分类号】：TP311.52

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