学帮网Email-based activity management systems
来源：学生作业学帮网 编辑：学帮网 时间：2024/04/28 18:44:58
Email-based activity management systems
Email-based activity management systems 是一种用来管理电子邮件活动的系统,以下是它的参考文章:
Email-based activity management systems promise to give users better tools for managing increasing volumes of email,by organizing email according to a user's activities.Current activity management systems do not automatically classify incoming messages by the activity to which they belong,instead relying on simple heuristics (such as message threads),or asking the user to manually classify incoming messages as belonging to an activity.This paper presents several algorithms for automatically recognizing emails as part of an ongoing activity.Our baseline methods are the use of message reply-to threads to determine activity membership and a naïve Bayes classifier.Our SimSubset and SimOverlap algorithms compare the people involved in an activity against the recipients of each incoming message.Our SimContent algorithm uses IRR (a variant of latent semantic indexing) to classify emails into activities using similarity based on message contents.An empirical evaluation shows that each of these methods provide a significant improvement to the baseline methods.In addition,we show that a combined approach that votes the predictions of the individual methods performs better than each individual method alone.
电子邮件为基础的活动管理系统是给用户用来管理数量不断增长的电子邮件的较佳工具,它是根据用户的活动来分类电邮.现时活动管理系统不能自动根据电邮的性质来分类,而仅依靠简单的方法或者靠用户手动地分类传入的电邮的属类...
基于电子邮件的活动管理系统
activity management system：活动管理系统，简称AMS