کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
5115611 1484978 2017 8 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Digital archives, big data and image-based culturomics for social impact assessment: Opportunities and challenges
ترجمه فارسی عنوان
بایگانی دیجیتال، داده های بزرگ و محاسبات مبتنی بر تصویر برای ارزیابی تاثیر اجتماعی: فرصت ها و چالش ها
کلمات کلیدی
بایگانی علوم اجتماعی محاسباتی، خدمات اکوسیستم فرهنگی، علوم انسانی دیجیتال، رسانه های اجتماعی، فراگیری ماشین، اطلاعات جغرافیایی داوطلب،
موضوعات مرتبط
مهندسی و علوم پایه مهندسی انرژی انرژی های تجدید پذیر، توسعه پایدار و محیط زیست
چکیده انگلیسی
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.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Environmental Impact Assessment Review - Volume 67, November 2017, Pages 23-30
نویسندگان
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