Exploring cognitive aspects of FITradeoff method using neuroscience tools

被引:18
作者
Carneiro de Lima da Silva, Anderson Lucas [1 ]
Cabral Seixas Costa, Ana Paula [1 ]
de Almeida, Adiel Teixeira [1 ]
机构
[1] Univ Fed Pernambuco, Ctr Decis Syst & Informat Dev CDSID, Recife, PE, Brazil
关键词
Decision neuroscience; Decision support system; FITradeoff method; Eye tracking; Electroencephalography; DECISION-MAKING; VISUALIZATION; BRAIN;
D O I
10.1007/s10479-020-03894-0
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
Multiple decision support methods have been developed to support multi-criteria problems, offering a structured approach. One such method is FITradeoff, which is based on tradeoff, and has a strong axiomatic structure. Implemented in a Decision Support System, FITradeoff offers an experience with low cognitive effort and time demanded by the decision maker. Despite its advantages, some issues remain unclear. In this study, we sought to perform an analysis about the cognitive aspects during the elicitation process using FITradeoff in which the subjects solved decision problems developed by themselves. Two neuroscience tools, Eye-Tracker and a 14-channel EEG were used for neurological and psychophysiological data collection. From the results obtained, analyzes and considerations were made about the elicitation process with FITradeoff and the impact of different types of criteria on the performance of the decision maker. With these findings, it is expected to create direction for improvements in the Decision Support System.
引用
收藏
页码:1147 / 1169
页数:23
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