DocumentCode
2153931
Title
Fuzzy extended group consensus of judgmental adjustments on statistical forecasts
Author
Duru, Okan ; Bulut, Emrah ; Yoshida, Shigeru
Author_Institution
Dept. of Maritime Transp. & Manage. Eng., Istanbul Tech. Univ., Istanbul, Turkey
Volume
2
fYear
2010
fDate
26-28 Feb. 2010
Firstpage
107
Lastpage
111
Abstract
This paper investigates forecasting accuracy of fuzzy extended group decisions for adjustment of statistical benchmark results. Delphi is a widely-used method for implementing accurate group consensus decisions. However, the concept of consensus is subject to expert characteristics, and sometimes it is ensured by a facilitator judgment. Fuzzy set approach is adapted for Delphi, named fuzzy-Delphi (FD) by several studies, and the present paper extends the recent literature by an implementation of the FD for adjustments of statistical results. The empirical results indicate the improvement of statistical predictions after the FD based judgmental adjustment.
Keywords
forecasting theory; freight handling; fuzzy set theory; goods distribution; marine vehicles; statistical analysis; dry bulk shipping; facilitator judgment; forecasting accuracy; fuzzy extended group consensus; fuzzy extended group decision; fuzzy set; fuzzy-Delphi; judgmental adjustment; maritime transportation; shipping service; statistical forecast; statistical prediction; Application software; Buildings; Engineering management; Feedback; Fuzzy set theory; Fuzzy sets; Logistics; Stability; Transportation; Uncertainty; dry bulk shipping; forecasting; fuzzy delphi; judgmental adjustment;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer and Automation Engineering (ICCAE), 2010 The 2nd International Conference on
Conference_Location
Singapore
Print_ISBN
978-1-4244-5585-0
Electronic_ISBN
978-1-4244-5586-7
Type
conf
DOI
10.1109/ICCAE.2010.5451405
Filename
5451405
Link To Document