TY - JOUR
T1 - A Research Agenda for Managing Uncertainty in Visual Analytics
AU - Seipp, Karsten
AU - Ochoa, Xavier
AU - Gutiérrez, Francisco
AU - Verbert, Katrien
N1 - Funding Information:
Part of this work has been supported by the Research Foundation Flanders (FWO), grant agreement no. G0C9515N, and the KU Leuven Research Council, grant agreement no. STG/14/019.
Publisher Copyright:
Copyright © 2016 bei den Autoren.
PY - 2016
Y1 - 2016
N2 - This paper proposes a research agenda to tackle the challenges of uncertainty in Visual Analytics. We propose a four-pronged strategy that addresses the need of both entities involved, human and computer. It comprises the communication of uncertainty in data and model, the communication of uncertainty regarding user intent and knowledge, human to human information interchange, as well as the definition of suitable, interactive means for conducting this dialogue with precision and ease.
AB - This paper proposes a research agenda to tackle the challenges of uncertainty in Visual Analytics. We propose a four-pronged strategy that addresses the need of both entities involved, human and computer. It comprises the communication of uncertainty in data and model, the communication of uncertainty regarding user intent and knowledge, human to human information interchange, as well as the definition of suitable, interactive means for conducting this dialogue with precision and ease.
UR - http://www.scopus.com/inward/record.url?scp=85121681903&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85121681903&partnerID=8YFLogxK
U2 - 10.18420/muc2016-ws11-0007
DO - 10.18420/muc2016-ws11-0007
M3 - Conference article
AN - SCOPUS:85121681903
SN - 1617-5468
JO - Lecture Notes in Informatics (LNI), Proceedings - Series of the Gesellschaft fur Informatik (GI)
JF - Lecture Notes in Informatics (LNI), Proceedings - Series of the Gesellschaft fur Informatik (GI)
T2 - Mensch und Computer 2016, MuC 2016 - Workshopband - Human and Computer 2016, MuC 2016 - Workshop Proceedings
Y2 - 4 September 2016 through 7 September 2016
ER -