Shang-hsien Hsieh; Ken-yu Lin; Nai-wen Chi; Hsien-tang Lin. (2015). Domain Knowledge-Based Information Retrieval for Engineering Technical Documents. Ontology In The AEC Industry. A Decade Of Research And Development In Architecture, Engineering And Construction, chapter 1.
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Abstract
Technical documents with complicated structures are often produced in architecture/engineering/construction (AEC) projects and research. Information retrieval (IR) techniques provide a possible solution for managing the ever-growing volume and contexts of the knowledge embedded in these technical documents. However, applying a general-purpose search engine to a domain-specific technical document collection often produces unsatisfactory results. To address this problem, we research the development of a novel IR system based on passage retrieval techniques. The system employs domain knowledge to assist passage partitioning and supports an interactive concept-based expanded IR for technical documents in an engineering field. The engineering domain selected in this case is earthquake engineering, although the technologies developed and employed by the system should be generally applicable to many other engineering domains that use technical documents with similar characteristics. We carry out the research in a three-step process. In the first step, since the final output of this research is an IR system, as a prerequisite, we created a reference collection which includes 111 earthquake engineering technical documents from Taiwan's National Center for Research on Earthquake Engineering. With this collection, the effectiveness of the IR system can be further evaluated onceit is developed. In the second step, the research focuses on creating a base domain ontology using an earthquake-engineering handbook to represent the domain knowledge and to support the target IR system with the knowledge. In step three, the research focuses on the semantic querying and retrieval mechanisms and develops the OntoPassage approach to help with the mechanisms. The OntoPassage approach partitions a document into smaller passages, each with around 300 terms, according to the main concepts in the document. This approach is then used to implement the target domain knowledge-based IR system that allows users to interact with the system and perform concept-based query expansions. The results show that the proposed domain knowledge-based IR system can achieve not only an effective IR but also inform search engine users with a clear knowledge representation.
Keywords
Architecture; Construction; Engineering; Knowledge Based Systems; Ontologies (artificial Intelligence); Query Processing; Search Engines; Knowledge Representation; Concept-based Query Expansions; Base Domain Ontology; Earthquake Engineering; General-purpose Search Engine; Aec Projects; Architecture/engineering/construction Projects; Complicated Structures; Technical Documents; Domain Knowledge-based Information Retrieval
Jon, Ihnji. (2019). Resilience and ‘Technicity’: Challenges and Opportunities for New Knowledge Practices in Disaster Planning. Resilience-International Policies Practices and Discourses, 7(2), 107 – 125.
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Abstract
With increasing exposure to environmental catastrophes and natural hazards, the terminology of 'resilience' is becoming ubiquitous in the planning field. As a part of this continuing discussion, this paper examines how the concept of resilience has been used in disaster planning, especially with a focus on the creation and use of knowledge to 'build resilience' in response to potential future natural hazard events. In discussing the practice of creating and using knowledge in disaster planning, I draw insights from the interdisciplinary critical studies of science and technology literature, which has been developing rich discussions on the challenges we face in producing geographical knowledge. I demonstrate in this paper how resilience theory can be linked with the concept of 'technicity' used in the virtual geography literature, and how that association can have meaningful implications for the production and application of knowledge in disaster planning.
Keywords
Community Resilience; Adaptive Capacity; Vulnerability; Hazard; Risk; Sustainability; Participation; Geographies; Uncertainty; Complexity; Resilience; Technicity; Disaster Planning; Virtual Geography; Knowledge Practice
Lindell, Michael K.; Prater, Carla S.; House, Donald H. (2022). Cascadia Subduction Zone Residents’ Tsunami Evacuation Expectations. Geosciences (2076-3263), 12(5).
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Abstract
The U.S. Pacific Northwest coast must be prepared to evacuate immediately after a Cascadia Subduction Zone earthquake. This requires coastal residents to understand the tsunami threat, have accurate expectations about warning sources, engage in preimpact evacuation preparedness actions, and plan (and practice) their evacuation logistics, including an appropriate transportation mode, evacuation route, and destination. A survey of 221 residents in three communities identified areas in which many coastal residents have reached adequate levels of preparedness. Moreover, residents who are not adequately prepared are willing to improve their performance in most of the areas in which they fall short. However, many respondents expect to engage in time-consuming evacuation preparations before evacuating. Additionally, their estimates of evacuation travel time might be inaccurate because only 28-52% had practiced their evacuation routes. These results indicate that more coastal residents should prepare grab-and-go kits to speed their departure, as well as practice evacuation preparation and evacuation travel to test the accuracy of these evacuation time estimates. Overall, these results, together with recommendations for overcoming them, can guide CSZ emergency managers in methods of improving hazard awareness and education programs. In addition, these data can guide transportation engineers' evacuation analyses and evacuation plans.
Keywords
Subduction Zones; Tsunamis; Tsunami Warning Systems; Civilian Evacuation; Earthquake Zones; Transportation Engineering; Expectation (psychology); Residents; Cascadia Subduction Zone; Evacuation Preparedness; Evacuation Time Estimates; Tsunami; Natural Warning Signs; Coastal Communities; American-samoa; New-zealand; Earthquake; Behavior; Preparedness; Awareness; Japan; Washington; Earthquakes; Transportation; Evacuations & Rescues; Travel Time; Subduction; Surveying; Evacuation; Travel; Coasts; Emergency Warning Programs; Seismic Activity; Emergency Preparedness; Perceptions; Traveltime; Coastal Zone; Peers; Estimates; Logistics; Evacuation Routing; Subduction (geology); Households; United States--us; Pacific Northwest; Cascadia
The Population Health Initiative has announced the award of eight Tier 2 pilot grants, which are intended to encourage the development of new interdisciplinary collaborations among investigators – and with community-based partners – for projects that address critical challenges to population health. One of the funded projects, “Assessing National Public Housing Authority Disaster Preparedness, Response and Recovery of Place-based Subsidized Housing Units,” includes Rebecca Walter, Windermere Endowed Chair and Associate Professor, Runstad Department of Real Estate. Walter serves as a…
Research Interests: Urban resilience, disaster risk reduction, climate change, community engagement.
Our Washington Pacific Coast is vulnerable to tsunami waves. These waves will wash over coastal communities that do not have ready access to high ground. The Institute for Hazards Mitigation Planning and Research has been working with these at-risk communities at the direction or the State Emergency Management Division to identify locations for vertical tsunami refuges. Currently, the Institute is applying an evacuation model developed by the USGS to corroborated locations suggested by residents. These suggested locations were the product of Institute research conduct over the past 8 years and which lead to the construction of structures in Tokeland and Westport, Washington.
Michael K. Lindell has conducted research on emergency preparedness and response for a wide range of natural and technological hazards over the past 40 years. He has conducted research or provided technical services to 40 different organizations in the public and private sectors. He has provided technical assistance on radiological emergency preparedness for the International Atomic Energy Agency, the US Nuclear Regulatory Commission, the Department of Energy, and nuclear utilities and also worked on hazardous materials emergency preparedness with State Emergency Response Commissions, Local Emergency Planning Committees, and chemical companies. He has served eight times as a consultant to National Research Council committees examining environmental hazards, and has been a member of three National Research Council committees—Disasters Research in Social Sciences, Assessing Vulnerabilities Related to the Nation’s Chemical Infrastructure, and Inherently Safer Chemical Processes: The Use of Methyl Isocyanate (MIC) at Bayer CropScience. In addition, he has reviewed research proposals for 20 different foreign, federal, and state agencies as well as performed manuscript reviews for over 75 different journals in the social and environmental sciences and engineering. He has written extensively on emergency management and is the author of 80 technical reports, 125 journal articles and book chapters, and nine books.
The Institute for Hazards Mitigation Planning and Research is an interdisciplinary academic institute housed in the College of Built Environments. The Institute is dedicated to exploring ways to enhance Community Resilience, through integration of hazards mitigation principles across all aspects of community development. Its mission is to build a resource center that will enhance risk reduction and resilience activities through research and analysis of hazards, policies related to mitigation, and outreach to the community.
The Institute for Hazards Mitigation Planning and Research is dedicated to integrating hazards mitigation principles into a wide range of crisis, disaster, and risk management opportunities. The Institute provides expertise in disaster preparedness, response, and recovery with a special emphasis on mitigation and planning in the promotion of community sustainability. It is interdisciplinary in focus and structure, and the capabilities of the Institute are enhanced by its close relationship with other academic and research organizations. This incorporates collaboration with several other disciplines within the University of Washington.
The Institute’s faculty and researchers are involved in numerous innovative and path-breaking research initiatives with the ultimate goal of enhancing community capacity to anticipate, respond to, cope with, and recover from natural and man-made hazard events.
Monica Huang is a research engineer for the Carbon Leadership Forum at the University of Washington with expertise in environmental life cycle assessment (LCA). Recent research topics include the environmental impact of housing, optimizing tall wood structures, and developing data on the environmental impact of earthquake damage. She was also the lead author for a guide on the use of LCA in design and construction practice. Past research experience includes diverse topics such as astronomy, electronic waste, and sea level rise. As a graduate student, she developed the Port of Seattle’s first study on the impacts of sea level rise on seaport structures.
Sofia Dermisi holds a joint appointment between the Department of Real Estate and the Department of Urban Design and Planning. She is the Victor L. Lyon and Alvin J. Wolff Endowed Professor in Real Estate. She is also the Chair of the Interdisciplinary Group for Real Estate (IGRE), which focuses in cross-discipline collaboration in teaching and research. In her joint appointment role she focuses on maintaining a formal two-way connection between the two departments on courses, student interests and research. This role is especially important among the MUP students who pursue the Real Estate specialization or have interests in real estate courses, for which she serves as their advisor.
Dermisi has an interdisciplinary approach in her teaching and research as real estate is one of those fields someone can have significant flexibility in focusing on different uses (e.g. office, residential, retail etc.), scales (local, national, international etc.) and aspects (e.g. market analysis, development, investment etc.). Real estate is also typically linked with other fields such as social and economic, construction among many others, which help us understand and possibly predict in the short and long-run expansion and contraction patterns of the real estate markets. Her area of research has always focused on understanding the evolution of office markets and the effect of internal and external shocks in downtown areas. Office markets have evolved significantly through time and understanding how real estate markets react to deferent economic conditions helps predict future market shifts in a highly cyclical industry. The adoption of sustainable practices by office buildings is another aspect of her research especially in regards to existing buildings, when the capital investment tends to be more significant than a new construction. The last but not least aspect of her research focuses on the effect of disasters on office and hotel markets.
Dermisi has received various grants for her research and received multiple awards highlighting her contribution to the field. She also serves as the elected Program Chair of the American Real Estate Society conference in 2018 and the Vice President of the Society. She will be the President of the American Real Estate Society in 2019-2020, and only the second woman to be elevated by members in such a position, but the first non-US born.
Dermisi, holds a Diploma in Planning and Regional Development Engineering from the University of Thessaly-Greece (1998) and a Master and Doctorate in Design Studies (1999 and 2002 respectively) from Harvard University.