TY - GEN
T1 - Defeasible reasoning based argumentative Web-IDSS for Virtual Teams (VTs)
AU - Janjua, Naeem Khalid
AU - Hussain, Farookh Khadeer
PY - 2011
Y1 - 2011
N2 - TheWeb-based intelligent decision support system (Web-IDSS) is pivotal for a Virtual Team (VT) to successfully execute business-related tasks. The current generation of Web-IDSS built on top of semantic web technologies for VTs lacks the capability to provide decision support when underlying information is incomplete and/or contradictory. In this article, we address this limitation of current Web-IDSS through defeasible logic based argumentation formalism. The proposed Web-IDSS uses a hybrid reasoning approach: forward chaining (data-driven) for the construction of arguments over incomplete information, and backward chaining (goal-driven) for conflict identification and resolution with explanation. The proposed Web-IDSS adheres to web standards and publishes the outcome of argumentative reasoning in Argument Interchange Format (AIF).
AB - TheWeb-based intelligent decision support system (Web-IDSS) is pivotal for a Virtual Team (VT) to successfully execute business-related tasks. The current generation of Web-IDSS built on top of semantic web technologies for VTs lacks the capability to provide decision support when underlying information is incomplete and/or contradictory. In this article, we address this limitation of current Web-IDSS through defeasible logic based argumentation formalism. The proposed Web-IDSS uses a hybrid reasoning approach: forward chaining (data-driven) for the construction of arguments over incomplete information, and backward chaining (goal-driven) for conflict identification and resolution with explanation. The proposed Web-IDSS adheres to web standards and publishes the outcome of argumentative reasoning in Argument Interchange Format (AIF).
UR - http://www.scopus.com/inward/record.url?scp=80155180621&partnerID=8YFLogxK
U2 - 10.1109/WI-IAT.2011.168
DO - 10.1109/WI-IAT.2011.168
M3 - Conference contribution
AN - SCOPUS:80155180621
SN - 9780769545134
SN - 9781457713736
T3 - Proceedings - 2011 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Workshops, WI-IAT 2011
SP - 330
EP - 334
BT - Proceedings - 2011 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Workshops, WI-IAT 2011
PB - Institute of Electrical and Electronics Engineers
T2 - 2011 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Workshops, WI-IAT 2011
Y2 - 22 August 2011 through 27 August 2011
ER -