Experience mining for decision making on implementing sustainable urbanization — An innovative approach

The proliferation of good urbanization practices around the world has led to an imperative need to share these experiences. However, these good practice cases relate to different and specific contexts, making it difficult to effectively apply these experiences to other cases. It is appreciated that...

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Bibliographic Details
Published in:Automation in construction 2013-01, Vol.29, p.40-49
Main Authors: Shen, L.Y., Ochoa, J. Jorge, Zhang, Xiaoling, Yi, Peng
Format: Article
Language:English
Subjects:
Applied sciences
Buildings. Public works
Decision making
Exact sciences and technology
Experience mining
Experience sharing
Mining
Project management. Process of design
Refineries
Refining
Representations
Strategy
Sustainable urbanization
Urban development
Urbanization
Urbanization practice
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Summary:The proliferation of good urbanization practices around the world has led to an imperative need to share these experiences. However, these good practice cases relate to different and specific contexts, making it difficult to effectively apply these experiences to other cases. It is appreciated that no existing method is available to guide us into refining these experiences so that they can be adopted in new urbanization scenarios. This method-shortage presents a major barrier to the sharing of good experiences between cities in promoting sustainable urbanization. This paper presents an Experience Mining System (ExMS) for effectively extracting previous urbanization practice experiences. ExMS is built based on the theories of experience representation, storage and mining. Its major components include a Sustainable Urbanization Practices Database (SUPD), a Refinery process, and a Mine-sweeper. ExMS can facilitate decision-makers in the selection of strategies and solutions when addressing urbanization practice challenges. ► Promoting sustainable urbanization has led to good urbanization practices. ► Deficiencies in sharing the experiences obtained in these practices have been found. ► A vision of knowledge representation and sharing system technologies is presented. ► This research proposed an Experience Mining System (ExMS). ► ExMS architecture forms the basis for a mining and sharing system of experiences.
ISSN:0926-5805
1872-7891
DOI:10.1016/j.autcon.2012.07.001