Digital archives, big data and image-based culturomics for social impact assessment: Opportunities and challenges
- School for Resource and Environmental Studies, Dalhousie University, Halifax, NS B3H 4R2 (Canada)
- Department of Resource Economics and Environmental Sociology, University of Alberta, Edmonton, AB T6G 2H1 (Canada)
- School of Information Management, Dalhousie University, Halifax, NS B3H 4R2 (Canada)
- Department of History, Dalhousie University, Halifax, NS B3H 4R2 (Canada)
Social impact assessment (SIA) is well-established but uses conventional approaches that have become less effective in recent decades, particularly in relation to declining survey response rates and a lack of youth engagement. Images from digital archives and social media sources are poised to advance the research and practice of SIA by transcending text-based methods with insights into changing landscapes, and human engagement with them. This viewpoint describes progress, challenges and cautions toward the development of such tools (defined as culturomics), using hydroelectricity cases to illustrate potential approaches. These tools build on foundational work in a range of disciplines, including the humanities and computer science. We describe necessary advances in machine learning, image digitization, and data aggregation and visualization techniques, as well as ways to ensure that such tools are carefully tested, applied and interpreted. Challenges include the automation, acquisition and management of datasets, and using these tools appropriately and equitably. Critically, culturomics of any kind must not be used as a replacement for engagement with people, but as complementary to inclusive stakeholder engagement. - Highlights: •Image-based digital archives and social media present opportunities for new SIA tools. •Application-ready big data approaches are emerging across many fields. •SIA scholars, practitioners and stakeholders should engage with culturomics. •Challenges include automation, digitization, interpretation and justice. •Culturomics of any kind must not replace engagement with people.
- OSTI ID:
- 22701682
- Journal Information:
- Environmental Impact Assessment Review, Vol. 67; Other Information: Copyright (c) 2017 Elsevier Science B.V., Amsterdam, The Netherlands, All rights reserved.; Country of input: International Atomic Energy Agency (IAEA); ISSN 0195-9255
- Country of Publication:
- United States
- Language:
- English
Similar Records
LA100 Equity Strategies. Chapter 4: Lessons Learned and Options for Community Engagement in Los Angeles
LA100 Equity Strategies. Chapter 5: Low-Income Energy Bill Equity and Affordability