Wearable items suggestion system using case based reasoning

M. Waqar, M. Aslam, M. Usman, A. Enríquez
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引用次数: 2

Abstract

Today every person wants be attractive and well dressed. Especially, women want to appear beautiful than all others. For this, they go to different parlors and invest lots of money and time. On the other hands, in some countries like Pakistan, India, Afghanistan, it is not normal practice for women to go out and got beauty treatments. In addition to these factors, on different occasions like wedding, engagement, and birthday, people wear special clothing items and do make over. Consequently it is difficult for them each time to go out or find any source who can give them suggestion for wearable and makeover. We resolve this issue by means of design and development of an expert system who suggests party wearable items by just simple clicks and small number of key strokes. The system extracts certain user information from her snap (skin ton, complexion, face shape, facial features) and asks other particulars like height, weight, as well as event type. These attributes are used to search the best related case from system's knowledge base and suggests user the cosmetics, hairstyle, eye wear, contact lenses, dress color, dress type, shoe, etc. The numbers of experiments are performed and the results obtained are matched with the expert's suggestions.
基于案例推理的可穿戴物品建议系统
如今,每个人都希望自己有吸引力,穿着得体。尤其是,女人想要看起来比其他人都漂亮。为此,他们去不同的美容院,投入大量的金钱和时间。另一方面,在巴基斯坦、印度、阿富汗等一些国家,女性外出美容是不正常的做法。除了这些因素,在不同的场合,如婚礼、订婚、生日,人们会穿特殊的衣服,并进行改造。因此,他们很难每次外出或找到任何可以给他们建议穿着和改造的人。我们通过设计和开发专家系统来解决这个问题,专家系统可以通过简单的点击和少量的按键来建议聚会可穿戴物品。该系统从她的照片中提取某些用户信息(皮肤、肤色、脸型、面部特征),并询问其他细节,如身高、体重和事件类型。这些属性用于从系统知识库中搜索最佳相关案例,并向用户推荐化妆品、发型、眼镜、隐形眼镜、服装颜色、服装类型、鞋子等。进行了大量的实验,得到的结果与专家的建议相匹配。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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