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          Institute: MPI für Informatik     Collection: Databases and Information Systems Group     Display Documents



ID: 618962.0, MPI für Informatik / Databases and Information Systems Group
Generating Personalized Destination Suggestions for Automotive Navigation Systems under Uncertainty
Authors:Feld, Michael; Theobald, Martin; Stahl, Christoph; Meiser, Timm; Müller, Christian
Language:English
Publisher:UMAP 2011
Place of Publication:s.l.
Date of Publication (YYYY-MM-DD):2011
Title of Proceedings:Adjunct Proceedings of the 19th International Conference on User Modeling, Adaptation and Personalization (UMAP)
Start Page:22
End Page:24
Place of Conference/Meeting:Girona, Spain
(Start) Date of Conference/Meeting
 (YYYY-MM-DD):
2011-07-11
End Date of Conference/Meeting 
 (YYYY-MM-DD):
2011-07-15
Audience:Experts Only
Intended Educational Use:No
Abstract / Description:Programming a car's navigation system manually takes time
and is error-prone. When the address is not handy, a cumbersome search
may start. Changing the destination while driving is even more problematic.
Given a modern car's role as an information hub, we argue that an
intelligent system could in many cases infer the right destination or have
it among the top N suggestions. In this work, we propose a personalized
navigation system that is built from three main ingredients: strong user
models, knowledge source fusion, and reasoning under uncertainty. We
focus on emails as one particular knowledge source, exploring the uncertainties
involved when extracting empirical data of email appointments.
Last Change of the Resource (YYYY-MM-DD):2012-03-08
External Publication Status:published
Document Type:Conference-Paper
Communicated by:Gerhard Weikum
Affiliations:MPI für Informatik/Databases and Information Systems Group
Identifiers:LOCALID:C1256DBF005F876D-ECEFBBA4E9902B45C12578AD0026FA2F-...
URL:http://www.umap2011.org/proceedings/posters/paper_...
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