Practical aspects of the use of a Knowledge Fusion Toolkit in safety applications

Kriegel, E. Ulrich; Pfennigschmidt, Stefan; Ziegler, Hans

doi:10.1109/isads.2013.6513439

Cited by 2 publications

(2 citation statements)

References 4 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…Knowledge fusion is such an effective means of increasing the efficiency of a DSS that many scholars have considered combining a DSS with it. A knowledge fusion toolkit to assist decision-making has been realized using Java Enterprise technology [28] [29]. Regarding procurement fraud detection in Brazil, Rommel et al combined a probabilistic ontology and knowledge fusion (the automated fraud detection system used as the case study is intended to be a DSS) [30], while an inference structure was proposed for diagnostic problem solving incorporating knowledge reuse from knowledge bases covering various domains [31].…”

Section: Knowledge Fusion In a Dssmentioning

confidence: 99%

A knowledge fusion pattern and its evolution processes in a decision support system

Gou

Lei

Chen

et al. 2018

Filomat

View full text Add to dashboard Cite

The aim of a decision support system (DSS) is to enhance the course of decision-making by furnishing a decision episode and support during the decision-making and enforcing procedure. Inspired by management information systems, the DSS assists policy makers to reach a decision by man-machine interaction through data, models and knowledge. Knowledge fusion is an effective means of enhancing the efficiency of a DSS. Thus, this paper presents a three-layer, six-step knowledge fusion pattern from the perspective of interaction and the three procedures used to arrive at a decision. For better understanding, an evaluation of the knowledge state with knowledge objects in the fusion pattern is also presented. Furthermore, we briefly examine a case study of a Fire Rescue DSS(FRDSS).

show abstract

Section: Knowledge Fusion In a Dssmentioning

confidence: 99%

A knowledge fusion pattern and its evolution processes in a decision support system

Gou

Lei

Chen

et al. 2018

Filomat

View full text Add to dashboard Cite

show abstract

“…In the context of this work, CEP was extended from temporal event processing to spatiotemporal event processing using a toolkit developed at Fraunhofer FOKUS in the context of EU project IMSK and refined continuously. The building blocks of the ecosystem are called Knowledge Processing Components (KPC) [19] and can be considered as nodes within a distributed system communicating only by asynchronous message passing [20] through a communication layer (requirements 4 and 5). For each activity (in Fig.…”

Section: B Incident Reportsmentioning

confidence: 99%

Multidimensional report analysis in urban incident management

Tehrani

Pfennigschmidt

Kriegel

et al. 2017

2017 4th International Conference on Information and Communication Technologies for Disaster Management (ICT-DM)

Self Cite

View full text Add to dashboard Cite

In urban incidents and crises, accurate and timely information can be crucial to manage critical situations. The exponential growth of crowd sourced data has given means to access vast amounts of information on a real-time basis. However, this has complicated the task of analyzing ongoing events as the effort needed to filter relevant from irrelevant information has exponentially grown. This paper proposes a multidimensional analysis method of processing high influx of crowd sourced incident reports and creating processable pieces of information by filtering what's irrelevant and clustering what belongs together in a highly efficient way. Spatial, temporal, and semantic dimensions of an incident report constitute a basis which is taken advantage of in this work to ease the tasks which are undertaken manually in operation centers and alike.

show abstract

Practical aspects of the use of a Knowledge Fusion Toolkit in safety applications

Cited by 2 publications

References 4 publications

A knowledge fusion pattern and its evolution processes in a decision support system

A knowledge fusion pattern and its evolution processes in a decision support system

Multidimensional report analysis in urban incident management

Contact Info

Product

Resources

About