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Knowledge Management for Computational Problem Solving

Source: www.iis.sinica.edu.tw
Topic: Problem Solving

Sort Desciption: implementing an Open Computational Problem Solving (OpenCPS) Knowledge ... that combines HI and MI we choose the computational problem-solving community ...

Content Inside: Knowledge Management for Computational Problem Solving D. T. Lee * (Institute of Information Science Academia Sinica Taipei Taiwan dtlee@iis.sinica.edu.tw) G. C. Lee * (Institute of Information Science Academia Sinica Taipei Taiwan gclee@iis.sinica.edu.tw) Y. W. Huang (Institute of Information Science Academia Sinica Taipei Taiwan ywhuang@iis.sinica.edu.tw) Abstract: Algorithmic research is an established knowledge engineering process that has allowed researchers to identify new or significant problems to better understand existing approaches and experimental results and to obtain new effective and efficient solutions. While algorithmic researchers regularly contribute to this knowledge base by proposing new problems and novel solutions the processes currently used to share this knowledge are inefficient resulting in unproductive overhead. Most of these publication-centred processes lack explicit high-level knowledge structures to support efficient knowledge management. The authors describe a problem-centred collaborative knowledge management architecture associated with Computational Problem Solving (CPS). Specifically we articulate the structure and flow of such knowledge by making in-depth analysis of the needs of algorithmic researchers and then extract the ontology. We also propose a knowledge flow measurement methodology to provide human-centred evaluations of research activities within the knowledge structure. This measurement enables us to highlight active research topics and to identify influential researchers. The collaborative knowledge management architecture was realized by implementing an Open Computational Problem Solving (OpenCPS) Knowledge Portal which is an open-source project accessible at http://www.opencps.org. Keywords: Algorithmic Research Knowledge Management Problem-Centred Collaborative Knowledge Management Architecture Knowledge Flow Measurement OpenCPS Categories: H.1 H.3 H.4 1 Introduction Problem Solving En ...

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