Defeasible reasoning based argumentative web-IDSS for Virtual Team (VT)
The Web-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 VT lacks the capability to provide decision support when underlying informa...
| Main Authors: | , |
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| Other Authors: | |
| Format: | Conference Paper |
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IEEE Computer Society
2011
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| Online Access: | http://hdl.handle.net/20.500.11937/23475 |
| _version_ | 1848751161751896064 |
|---|---|
| author | Janjua, Naeem Khalid Hussain, Farookh Khadeer |
| author2 | Mohand-Saïd Hacid |
| author_facet | Mohand-Saïd Hacid Janjua, Naeem Khalid Hussain, Farookh Khadeer |
| author_sort | Janjua, Naeem Khalid |
| building | Curtin Institutional Repository |
| collection | Online Access |
| description | The Web-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 VT 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). |
| first_indexed | 2025-11-14T07:48:20Z |
| format | Conference Paper |
| id | curtin-20.500.11937-23475 |
| institution | Curtin University Malaysia |
| institution_category | Local University |
| last_indexed | 2025-11-14T07:48:20Z |
| publishDate | 2011 |
| publisher | IEEE Computer Society |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | curtin-20.500.11937-234752023-01-27T05:26:32Z Defeasible reasoning based argumentative web-IDSS for Virtual Team (VT) Janjua, Naeem Khalid Hussain, Farookh Khadeer Mohand-Saïd Hacid The Web-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 VT 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). 2011 Conference Paper http://hdl.handle.net/20.500.11937/23475 10.1109/WI-IAT.2011.168 IEEE Computer Society restricted |
| spellingShingle | Janjua, Naeem Khalid Hussain, Farookh Khadeer Defeasible reasoning based argumentative web-IDSS for Virtual Team (VT) |
| title | Defeasible reasoning based argumentative web-IDSS for Virtual Team (VT) |
| title_full | Defeasible reasoning based argumentative web-IDSS for Virtual Team (VT) |
| title_fullStr | Defeasible reasoning based argumentative web-IDSS for Virtual Team (VT) |
| title_full_unstemmed | Defeasible reasoning based argumentative web-IDSS for Virtual Team (VT) |
| title_short | Defeasible reasoning based argumentative web-IDSS for Virtual Team (VT) |
| title_sort | defeasible reasoning based argumentative web-idss for virtual team (vt) |
| url | http://hdl.handle.net/20.500.11937/23475 |