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Supporting Analytical Reasoning: A Study from the Automotive Industry
University of Skövde, Skövde, Sweden.
University of Skövde, Skövde, Sweden.
Högskolan i Halmstad, Akademin för informationsteknologi, Halmstad Embedded and Intelligent Systems Research (EIS), CAISR Centrum för tillämpade intelligenta system (IS-lab).ORCID-id: 0000-0003-3272-4145
University of Skövde, Skövde, Sweden.
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2016 (Engelska)Ingår i: Human Interface and the Management of Information: Applications and Services: 18th International Conference, HCI International 2016: Toronto, Canada, July 17-22, 2016. Proceedings, Part II / [ed] Sakae Yamamoto, Cham: Springer, 2016, Vol. 9735, s. 20-31Konferensbidrag, Publicerat paper (Refereegranskat)
Abstract [en]

In the era of big data, it is imperative to assist the human analyst in the endeavor to find solutions to ill-defined problems, i.e. to “detect the expected and discover the unexpected” (Yi et al., 2008). To their aid, a plethora of analysis support systems is available to the analysts. However, these support systems often lack visual and interactive features, leaving the analysts with no opportunity to guide, influence and even understand the automatic reasoning performed and the data used. Yet, to be able to appropriately support the analysts in their sense-making process, we must look at this process more closely. In this paper, we present the results from interviews performed together with data analysts from the automotive industry where we have investigated how they handle the data, analyze it and make decisions based on the data, outlining directions for the development of analytical support systems within the area. © Springer International Publishing Switzerland 2016.

Ort, förlag, år, upplaga, sidor
Cham: Springer, 2016. Vol. 9735, s. 20-31
Serie
Lecture Notes in Computer Science, ISSN 0302-9743 ; 9735
Nyckelord [en]
Analytical reasoning, Sense-making, Visual analytics, Truck data analysis, Big data
Nationell ämneskategori
Datorsystem Signalbehandling
Identifikatorer
URN: urn:nbn:se:hh:diva-32048DOI: 10.1007/978-3-319-40397-7_3ISI: 000389467600003Scopus ID: 2-s2.0-84978877445ISBN: 978-3-319-40396-0 (tryckt)ISBN: 978-3-319-40397-7 (tryckt)OAI: oai:DiVA.org:hh-32048DiVA, id: diva2:971899
Konferens
18th International Conference, HCI International 2016, Toronto, Canada, July 17-22, 2016
Projekt
BIDAF
Forskningsfinansiär
KK-stiftelsen, BIDAF 2014/32Tillgänglig från: 2016-09-19 Skapad: 2016-09-19 Senast uppdaterad: 2019-04-12Bibliografiskt granskad

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Pashami, SepidehByttner, StefanSlawomir, Nowaczyk

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