Abstract
As we know, knowledge acquisition is a critical bottleneck in building a knowledge based system. Many researches and tools have been developed to acquire domain knowledge in constructing the initial prototype. However, owing to the knowledge explosion, the new objects will be evolved in a dynamic environment and the existing knowledge needs to be updated with the times. It implies that the domain knowledge constructed at a time may become degraded in the future. How to efficiently update the time-related domain knowledge according to the current environment is an interesting problem, especially for the cyber-security domain. In the context of rapid changes in cyber-attacks, the traditional way to establish or maintain complete domain knowledge usually requires a lot of efforts to acquire the domain knowledge from experts. Therefore, in this paper, we propose a new knowledge integration methodology to integrate the multiple knowledge objects and ease the effort of maintaining the domain knowledge which is changing with the times and environment. To evaluate the performance of our scheme, an experiment of cyber-security card game has been made. The experimental result shows the knowledge integration scheme can improve the rules of the game.
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Acknowledgment
This work was partially supported by the National Science Council of the Republic of China under grants MOST 104-2511-S-468-005-MY2 and MOST 104-2511-S-468-002-MY2.
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Tseng, SS., Wang, YJ. (2018). A New Collaborative Knowledge Integration Scheme. In: Barolli, L., Enokido, T. (eds) Innovative Mobile and Internet Services in Ubiquitous Computing . IMIS 2017. Advances in Intelligent Systems and Computing, vol 612. Springer, Cham. https://doi.org/10.1007/978-3-319-61542-4_55
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DOI: https://doi.org/10.1007/978-3-319-61542-4_55
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