首页> 外国专利> INTUITIVE GRAPHICAL USER INTERFACE DESIGN OF E-COMMERCE USING COGNITIVE COMPUTING FRAMEWORK

INTUITIVE GRAPHICAL USER INTERFACE DESIGN OF E-COMMERCE USING COGNITIVE COMPUTING FRAMEWORK

机译:基于认知计算框架的电子商务直观用户图形界面设计

摘要

Present invention provides specially an intuitive GUI design of e-commerce using cognitive computing framework to develop a template for virtual e-commerce website suitable for heterogeneous users. The invention carried out stepwise template development for an intuitive virtual e-commerce shopping website. We began with documenting a mental model and the behavioral pattern of users and this assisted us to figure out the gaps between their current knowledge and target knowledge. Based on this understanding, design procedures were formed and eventually, those are reflected in a prototype of an intuitive virtual e-commerce shopping site. The prototype is validated with standard methods. Finally, the template is formed. The contribution of features such machine learning and artificial intelligence is shown by introducing a case study on Demographic content-based collaborative recommendation system framework, Navigation optimization through modified prefix span algorithm and Review summarization using Gibbs sampling based Latent Dirichlet Allocation classifier which have reduced human efforts and increased user satisfaction level. In this way, machine learning & artificial intelligence have contributed in designing intuitive interfaces for e-commerce shopping sites. Additional contribution to make e-commerce website more intuitive is demonstrated by another case study redesigning ICONs of an e-commerce online banking websites to make it more users friendly.
机译:本发明特别提供了使用认知计算框架的电子商务的直观GUI设计,以开发适用于异构用户的虚拟电子商务网站的模板。本发明为直观的虚拟电子商务购物网站进行了逐步的模板开发。我们从记录心理模型和用户的行为模式开始,这有助于我们找出用户当前知识与目标知识之间的差距。基于这种理解,形成了设计程序,并最终将其反映在直观的虚拟电子商务购物网站的原型中。该原型已通过标准方法验证。最后,形成模板。通过介绍基于人口统计学的基于内容的协作推荐系统框架,通过改进的前缀跨度算法进行导航优化以及使用基于Gibbs采样的潜在Dirichlet分配分类器进行审阅摘要的案例研究,展示了机器学习和人工智能等功能的贡献并提高了用户满意度。这样,机器学习和人工智能为电子商务购物站点的直观界面设计做出了贡献。重新设计电子商务在线银行网站的图标以使其对用户更友好的另一个案例研究证明了使电子商务网站更直观的其他贡献。

著录项

  • 公开/公告号IN201821007909A

    专利类型

  • 公开/公告日2018-03-16

    原文格式PDF

  • 申请/专利权人

    申请/专利号IN201821007909

  • 申请日2018-03-03

  • 分类号G01C23/00;G06T11/00;

  • 国家 IN

  • 入库时间 2022-08-21 12:51:49

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