An Implementation of Goal-Oriented Fashion Recommendation System
An Implementation of Goal-Oriented Fashion Recommendation System
复制标题
一种面向目标的时尚推荐系统的实现
DOI：
10.1007/978-3-540-79355-7_8
复制
发表时间：
2008
期刊：
影响因子：
--
通讯作者：
S. Tojo
中科院分区：
文献类型：
--
作者：
Mikito Kobayashi;Fumiaki Minami;Takayuki Ito;S. Tojo
在Web上，随着Web技术的发展，电子商务得到了广泛的发展。然而，用户仍然很难找到能满足他们需求的产品。在最近的研究中，针对推荐系统引入了多种方法，但这些系统仍然存在基于产品具体属性和复杂用户模型的问题。在本文中，我们介绍了一种新技术，即面向目标的推荐，它即使在用户不需要他们正在寻找的产品时也能起作用。此外，系统用自己的概念词典处理用户的输入（例如，“我要和老板共进晚餐”或“我正在寻找我妻子的生日礼物”），其中包含一个场合词和一个人物词。如果用户输入他们的愿望，系统可以根据用户的愿望推荐商品。
On the Web, Electronic Commerce is widely thriving with development of the Web technology. However, users still have trouble finding products that will find their desires. In recent researches, they have introduced many kinds of method for Recommender systems, but these system still have problems which are based on concrete attributes of the products and a complex users model. Within this paper, we introduce a new technique, Goal Oriented Recommendation, which works even when users do not want exactly products that they are looking for. Moreover, the system processes users’ input (e.g. “I’m going to have dinner with my boss” or “I’m looking for my wife’s birthday presents”) with a own concept dictionary which contains a occasion word and a person word. The system can recommend items based on users’ desire, if users input their desire.