基于评级和用户签名的一致Web用户聚类

J. Kanchana, S. Sujatha
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引用次数: 0

摘要

新的社交网络时代允许并促使用户将网络作为一个寻找有共同兴趣的人的地方。人们确实经常搜索与自己有相似兴趣的人。人们的兴趣可以通过网络上的标签和评级来找到。单个用户可以根据他在该物品上的相似度对该物品进行评分。本文描述了一种用标签和等级来识别一致人的方法。用户签名是通过用算法建立一个表示资源标记及其等级的集合来构造的。用户签名生成为指定类别id及其评级平均值的文本字符串。此外,对不同用户的签名进行比较,并使用算法找到一致度。这样就形成了一组志同道合的用户。采用基于参数的聚类方法和参数群签名组成组。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Clustering Unanimous Web Users Based on Rating and User-signature
The new social networking era allows and makes users to use web as a place to find people with common interest. People do often search for someone who is of similar interest. People’s interest can be found with the few options in web known as tagging and rating. A single user can rate a single item based on his likeness on that item. This paper describes a way on how to identify unanimous people with the tags and rating. A user-signature is constructed by establishing a set representing resource tag and its rating with an algorithm. User signature is generated as a text string specifying the category id and its rating average. Further, signatures of various users are compared and the scale of unanimity is found using an algorithm. A group of users are formed who are likeminded. The group is formed by applying a parameter based clustering with parametric group signature.
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