Title :
Extracting control-flow from text
Author :
Schumacher, Pol ; Minor, Mirjam
Author_Institution :
Inst. fur Informatile, Goethe Univ. Frankfurt, Frankfurt am Main, Germany
Abstract :
This paper is on control-flow extraction which is a part of workflow-extraction. Workflow extraction is the transformation of a textual process description into a formal workflow model. A textual process description is a form of representation for procedural knowledge. Procedural knowledge is "know how to do it"-knowledge. Workflow extraction opens the use of existing workflow retrieval methods for procedural knowledge which is expressed in natural language. In this paper we extended our existing workflow-extraction-framework with components for control-flow extraction. We present and evaluate two different approaches for control-flow extraction. For the evaluation of the control-flow we developed special evaluation functions which are based on the trace index of workflows. We show that our approaches for control-flow extraction are beneficiai compared with a sequential control-flow.
Keywords :
aerospace computing; aerospace engines; aircraft; fault diagnosis; knowledge representation; natural language processing; text analysis; aircraft engine; control-flow extraction; fault isolation; formal workflow model; know how to do it knowledge; natural language; procedural knowledge representation; sequential control-flow; textual process description; workflow extraction; workflow retrieval method; workflow trace index; Indexes; Layout; Maintenance engineering; Manuals; Natural languages; Pattern matching; Pipelines;
Conference_Titel :
Information Reuse and Integration (IRI), 2014 IEEE 15th International Conference on
DOI :
10.1109/IRI.2014.7051891