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Towards Scientific Workflows and Computer Simulation as a Method in Digital Humanities

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dc.contributor.authorLebherz, Daniel S.
dc.contributor.authorZeyen, Christian
dc.contributor.authorHess, Jan
dc.contributor.authorBergmann, Ralph
dc.contributor.authorTimm, Ingo J.
dc.contributor.authorBurch, Thomas
dc.contributor.authorHildenbrandt, Vera
dc.contributor.authorMoulin, Claudine
dc.contributor.editorBurghardt, Manuel
dc.contributor.editorMüller-Birn, Claudia
dc.date.accessioned2018-09-11T12:29:58Z
dc.date.available2018-09-11T12:29:58Z
dc.date.issued2018
dc.description.abstractThis paper presents ongoing work on investigating text mining by scientific workflows and hypotheses testing by computer simulation as new digital methods in the digital humanities and particularly in the literary studies. In the course of the eXplore! project, the methods are developed for analyzing autobiographic texts and particularly for investigating the diaries of Klaus Mann, a famous German writer, with regards to the influences on the writer’s literary productivity. Text mining is used to build up a data basis for an agent-based model that can be used in simulation studies to answer what-if-questions about a writer’s creative writing processes. A further focus is put on the reusability of these methods to facilitate an application beyond the project’s pilot study. For this purpose, we model and apply scientific workflows, populate a repository of proven workflows, and investigate an approach to reuse assistance by case-based reasoning.en
dc.identifier.doi10.18420/infdh2018-03
dc.identifier.urihttps://dl.gi.de/handle/20.500.12116/17000
dc.language.isoen
dc.publisherGesellschaft für Informatik e.V.
dc.relation.ispartofINF-DH-2018
dc.subjectScientific Workflows
dc.subjectComputer Simulation
dc.subjectText Mining
dc.titleTowards Scientific Workflows and Computer Simulation as a Method in Digital Humanitiesen
dc.typeText/Workshop Paper
gi.citation.publisherPlaceBonn
gi.conference.date25. September 2018
gi.conference.locationBerlin, Germany
gi.conference.sessiontitleGI-Workshop

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