A Novel Knowledge Modeling Framework POTMe and Its Application for Col-laborative Problem Solving
- DOI
- 10.2991/nceece-15.2016.97How to use a DOI?
- Keywords
- Knowledge Modeling Framework; Collaborative Problem Solving; Knowledge-dependency; Temporal Reasoning
- Abstract
Collaborative efforts are inevitably demanded when solving a complex problem, which is often plagued with incomplete, ill-structured, and poor quality information. Therefore, a global knowledge modeling framework is required for cross-domain knowledge coordination. However, current knowledge modeling techniques pay little attention to temporal knowledge that is indispensable for navigating cross-domain collaborative task executions and their collaboration. In view of this challenge, a novel knowledge modeling framework, named POTMe, is investigated in this paper. This knowledge modeling framework provides a structured application context by articulating knowledge dependencies and temporal dependencies among problem-solving activities. The main contribution of this paper is twofold. First, this novel knowledge modeling framework provides a structured problem solving context. It enhances the consistency of global knowledge coordination among collaborative problem-solving activities. Second, temporal knowledge modeling is incorporated into this knowledge modeling framework. It is reified by a temporal reasoning rule, and aims at evaluating cross-domain task collaboration in an incorporated executive environment.
- Copyright
- © 2016, the Authors. Published by Atlantis Press.
- Open Access
- This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).
Cite this article
TY - CONF AU - Jian Jiang PY - 2015/12 DA - 2015/12 TI - A Novel Knowledge Modeling Framework POTMe and Its Application for Col-laborative Problem Solving BT - Proceedings of the 2015 4th National Conference on Electrical, Electronics and Computer Engineering PB - Atlantis Press SP - 497 EP - 520 SN - 2352-5401 UR - https://doi.org/10.2991/nceece-15.2016.97 DO - 10.2991/nceece-15.2016.97 ID - Jiang2015/12 ER -