Title :
Mediating Human Decision Making with Emotional Attitudes in Web Based Decision Support Systems
Author :
Khosla, Rajiv ; Lai, Chris
Author_Institution :
Bus. Syst. & Knowledge Modelling Lab., La Trobe Univ., Bundoora, Vic.
Abstract :
Emotions form an important component of human behaviour and decision making and thus are an essential part of context-aware Web-based decision support systems. In this paper a conceptual model based on sensemaking, affective and situational feedback is outlined for design of context-aware Web-based decision support systems. An application of the model is illustrated in the area of Web-based behaviour profiling and recruitment of salespeople. In this application cognitive responses of a sales candidate to behavioural questions from a e-sales recruitment and benchmarking system (e-SRBS) are mediated with their real-time emotional or affective responses to facilitate context-aware decision support in e-recruitment applications. The work reported has implications in not only e-recruitment but also in knowledge management, data mining, Web personalisation and context-aware Web-based decision support systems in general
Keywords :
Internet; data mining; decision making; decision support systems; knowledge management; recruitment; ubiquitous computing; Web based decision support systems; context-aware system; data mining; e-recruitment; emotional attitudes; human decision making; knowledge management; Context modeling; Data mining; Decision making; Decision support systems; Feedback; Humans; Knowledge management; Marketing and sales; Real time systems; Recruitment;
Conference_Titel :
Web Intelligence and Intelligent Agent Technology Workshops, 2006. WI-IAT 2006 Workshops. 2006 IEEE/WIC/ACM International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
0-7695-2749-3
DOI :
10.1109/WI-IATW.2006.88