Loading...
Please wait, while we are loading the content...
Similar Documents
PEA - a Personal Email Assistant with Evolutionary Adaptation
| Content Provider | Semantic Scholar |
|---|---|
| Author | Winiwarter, Werner |
| Copyright Year | 1999 |
| Abstract | In this paper we present P E A , a P ersonal Email Assistant, which lters incoming emails and ranks them according to their relevance. We provide tools for the acquisition of individual user models, which m a y consist of several prooles to map various interest domains of the user. In order to respond promptly to the shifts of interests of a user, we apply evolutionary algorithms to support an adaptive e n vironment that constantly adjusts the user model to improve the quality of relevance assessment. As second adaptive component w e m a k e use of a monitoring module that records all activities of the user. By means of a classiier system we model the behavior of the user to predict future actions, which results rst in suggestions to the user and later in automatically performed tasks. Additional features of the system include the segmentation of lengthy emails, eecient treatment of duplicate or new versions of messages, cross-language lter-ing, and the extraction of relevant information by using templates learned from examples. |
| File Format | PDF HTM / HTML |
| Language | English |
| Access Restriction | Open |
| Content Type | Text |
| Resource Type | Article |
