DocumentCode :
2957437
Title :
A knowledge-based dispatching model for field service
Author :
Lin, Yu-Ting ; Ambler, Tony
Author_Institution :
Electr. & Comput. Eng., Texas Univ., Austin, TX, USA
Volume :
4
fYear :
2005
fDate :
10-12 Oct. 2005
Firstpage :
3717
Abstract :
Alternative technician dispatching is one of the most promising problems in the field service management. However, good dispatching practices heavily rely on human intelligence. Therefore, a decision supporting system with veteran dispatchers´ knowledge is needed. Exploiting the knowledge-based technology as well as a multi-objective analysis, this paper presents a design and its simulation model for field technician dispatching. Cores to the knowledge-based dispatching are decision tree representation models. A simulation model and test runs over a field service compatible environment demonstrate both the feasibility and potential effectiveness for applications. The decision tree model has the advantage of human-like reasoning procedures, which is important for technician dispatching knowledge documentation.
Keywords :
decision support systems; decision trees; dispatching; knowledge based systems; knowledge engineering; alternative technician dispatching; decision supporting system; decision tree representation model; dispatchers knowledge; field service management; field technician dispatching; human intelligence; human-like reasoning procedures; knowledge engineering; knowledge-based dispatching model; knowledge-based technology; multiobjective analysis; technician dispatching knowledge documentation; Costs; Decision trees; Dispatching; Documentation; Humans; Knowledge engineering; Knowledge management; Resource management; Software testing; Strategic planning; Alternative technician dispatching; decision tree; knowledge engineering; multi-objective analysis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Systems, Man and Cybernetics, 2005 IEEE International Conference on
Print_ISBN :
0-7803-9298-1
Type :
conf
DOI :
10.1109/ICSMC.2005.1571724
Filename :
1571724
Link To Document :
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