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- Bae, JuheeHögskolan i Skövde,Institutionen för informationsteknologi,Forskningscentrum för Informationsteknologi,University of Skövde,Skövde Artificial Intelligence Lab (SAIL) (author)
Identifying Root Cause and Derived Effects in Causal Relationships
- Article/chapterEnglish2017
Publisher, publication year, extent ...
- 2017-05-18
- Cham :Springer,2017
- printrdacarrier
Numbers
- LIBRIS-ID:oai:DiVA.org:hj-43245
- https://urn.kb.se/resolve?urn=urn:nbn:se:hj:diva-43245URI
- https://doi.org/10.1007/978-3-319-58521-5_2DOI
- https://urn.kb.se/resolve?urn=urn:nbn:se:his:diva-14191URI
Supplementary language notes
- Language:English
- Summary in:English
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- SwePubSwePub
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Notes
- This paper focuses on identifying factors that influence the process of finding a root cause and a derived effect in causal node-link graphs with associated strength and significance depictions. We discuss in detail the factors that seem to be involved in identifying a global cause and effect based on the analysis of the results of an online user study with 44 participants, who used both sequential and non-sequential graph layouts. In summary, the results show that participants show geodesic-path tendencies when selecting causes and derived effects, and that context matters, i.e., participant’s own beliefs, experiences and knowledge might influence graph interpretation.
Subject headings and genre
- NATURVETENSKAP Data- och informationsvetenskap hsv//swe
- NATURAL SCIENCES Computer and Information Sciences hsv//eng
- cause and effect
- strenght and significance
- graph visualization
- user study
- Skövde Artificial Intelligence Lab (SAIL)
- Skövde Artificial Intelligence Lab (SAIL)
- INF301 Data Science
- INF301 Data Science
Added entries (persons, corporate bodies, meetings, titles ...)
- Helldin, ToveHögskolan i Skövde,Institutionen för informationsteknologi,Forskningscentrum för Informationsteknologi,University of Skövde,Skövde Artificial Intelligence Lab (SAIL)(Swepub:his)helo (author)
- Riveiro, Maria,1978-Högskolan i Skövde,Institutionen för informationsteknologi,Forskningscentrum för Informationsteknologi,University of Skövde,Skövde Artificial Intelligence Lab (SAIL)(Swepub:his)rivm (author)
- Högskolan i SkövdeInstitutionen för informationsteknologi (creator_code:org_t)
Related titles
- In:Human Interface and the Management of Information: Information, Knowledge and Interaction DesignCham : Springer, s. 22-3497833195852089783319585215
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