Title :
A survey of intelligent question routing systems
Author :
Furlan, Bojan ; Nikolic, Bosko ; Milutinovic, Veljko
Author_Institution :
Sch. of Electr. Eng., Univ. of Belgrade, Belgrade, Serbia
Abstract :
This paper represents a survey of the existing research in the domain of intelligent question routing. The survey starts from an original presentation paradigm that generalizes the essence of approaches found in the open literature. The presentation paradigm includes three basic processing stages related to the three major problems of system implementation. Various research efforts use different approaches for implementation of each one of the basic processing stages. Each particular approach is presented here using the same template. All these approaches are enlisted, discussed, and presented using a table, for easier comparison. The outcome of this analysis is a proposal for a new approach based on a generalized treatment of the user knowledge profiling. Major contributions of this survey paper are: (a) original presentation paradigm, (b) detailed description of existing approaches, (c) comparative study of existing approaches, and (d) proposal of a new approach to user knowledge profiling, which enables uniform incorporation of new information sources in the form of software agents.
Keywords :
knowledge acquisition; question answering (information retrieval); software agents; existing approach comparative study; existing approach detailed description; information sources; intelligent question routing systems; knowledge exchange medium; original presentation paradigm; question answering; software agents; user knowledge profiling; Availability; Data mining; Data models; Firewire; Routing; Semantics; Social network services;
Conference_Titel :
Intelligent Systems (IS), 2012 6th IEEE International Conference
Conference_Location :
Sofia
Print_ISBN :
978-1-4673-2276-8
DOI :
10.1109/IS.2012.6335184