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  1. Dartmouth Libraries
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  4. ENGS 12 Project - Digital Dreams
  5. Forecasting Resources

ENGS 12 Project - Digital Dreams: Forecasting Resources

Resources for the ENGS 12 Digital Dreams project. Designing for anticipated social, ecological, and geopolitical futures.

Librarian

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Matt Benzing
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Contact:
Feldberg Library
603-646-3066
Social: LinkedIn Page GoodReads Page
Subjects: Computer Science, Engineering

AI Resources

  • A I@ Dartmouth
    A collection of AI research tools supplied by Dartmouth.
  • Dartmouth AI Blog
    The latest updates and upgrades to Dartmouth's AI tools.
  • Dartmouth AI Documentation
    Including advice on how to choose the right model for your task.

Business Forecasting

Marketing reports often include estimates on where a particular industry is going, and how the wants and needs of consumers are changing.

  • BCC Research
    Global reports on economic, scientific, and technological developments. Topics include advanced materials, advanced transportation technologies, biotechnology, chemicals, energy and resources, engineering, environment, food and beverage, fuel cell and battery technologies, healthcare, information technology, instrumentation and sensors manufacturing, membrane and separation technology, nanotechnology, pharmaceuticals, plastics, safety and security, and semiconductor manufacturing.
  • eMarketer This link opens in a new window
    Provides market research on the following industries & topics: Automotive, Consumer Products, Financial Services, Healthcare & Pharma, Insurance, Media & Entertainment, Retail, Travel, Advertising & Marketing, B2B, Demographics, Email, Measurement, Media Usage, Mobile, Retail & Ecommerce, Search, Social Media, and Video. eMarketer's research team aggregates data from over 4,000 research firms, consultancies, government agencies and universities around the world. Also provides Benchmarks & Forecasts and a Digital Atlas of internet, mobile phone users, and more around the world.
  • MarketLine Advantage This link opens in a new window
    Country-specific industry reports include market overviews, data, segmentation, outlook and five forces analysis. Company reports include financials, top competitors, deals and SWOT analyses.
  • Technavio Global Reports (via EMIS) This link opens in a new window
    Market research reports on global industries including, communication, consumer services/discretionary/staples, energy, financials, health care, industrials, information technology, materials, and utilities.

Academic Research

These databases are good places to start for investigating what sort of research is currently taking place in the academic world and where research might be going in the future.

  • arXiv
    A collection of pre-prints (cutting edge articles that have not yet been published) in the fields of physics, mathematics, computer science, quantitative biology, quantitative finance, statistics, electrical engineering and systems science, and economics.
  • GlobalData: Disruptor This link opens in a new window
    Decodes emerging tech-enabled opportunities with information on promising start-ups, technology led innovations, latest sector trends, consumer insights, and venture capital portfolio investments. Covers these technologies: artificial intelligence, blockchain, connected devices & IoT, digital business, payment technologies, robotics & drones, security tech, and others within these verticals: consumer, retail, financial services, and healthcare.
  • IEEE Xplore This link opens in a new window
    Institute of Electrical and Electronics Engineers. Provides full-text access to IEEE transactions, journals, magazines, and conference proceedings published since 1988, and more than 3,400 technical standards.
  • Web of Science This link opens in a new window
    Citation database with multidisciplinary coverage of journals in the sciences, social sciences, and arts and humanities. Try searching for "your subject" and state of the art, or trends.

Websites

These websites contain articles and blog posts on anticipated developments in society and their impacts on policy.

  • Institute for the Future (IFTF)
    IFTF was founded in 1968 as an independent, public-interest nonprofit and a spinoff from RAND Corporation with original support from the Ford Foundation. Our founding articles of incorporation state that “it is imperative that society acquire the necessary tools, methods and research capabilities to identify and cope with socio-economic questions before they become tomorrow’s critical problems.”
  • Metaculus
    Metaculus is an online forecasting platform and aggregation engine working to improve human reasoning and coordination on topics of global importance.
  • RAND Foundation
    RAND's mission is straightforward. We help improve policy and decisionmaking through research and analysis. Our rigorous research is free from political or commercial pressures so that policy leaders can use the best possible data to make the best possible decisions.

Journals and Conferences

Journals and conference papers to browse for inspiration.

  • ACM International Conference on Computing Frontiers
    Computing Frontiers (CF) is an eclectic, interdisciplinary, collaborative community of researchers investigating emerging technologies in the broad field of computing: our common goal is to drive the scientific breakthroughs that support society.
  • Foresight: The International Journal of Applied Forecasting
    Publishes high quality refereed papers covering all aspects of forecasting, including forecasting methods, applications, implementation, evaluation, and organizational behavior.
  • International Conference on Future Internet of Things and Cloud (FiCloud)
    The theme of this conference is to promote the state of the art in scientific and practical research of the IoT and cloud computing. It provides a forum for bringing together researchers and practitioners from academia, industry, and public sector in an effort to present their research work and share research and development ideas in the area of IoT and cloud computing.
  • Technological Forecasting and Social Change
    A major forum for those wishing to deal directly with the methodology and practice of technological forecasting and future studies as planning tools as they interrelate social, environmental and technological factors.
  • Technovation
    This interdisciplinary journal encompasses all facets of technological innovation. Innovation is considered from both the perspectives of process and product, social innovations (regulation and policy as well as creation of non-economic benefit), conceptualization of a new technology-based product or process through commercial utilization.
  • Wired (Online)
    Wired is a monthly American magazine, published in print and online editions, that focuses on how emerging technologies affect culture, the economy, and politics. Online available back to 1997.

Books

A collection of ebooks that look at various aspects of the future. Browse and skim for ideas. Many more are available through the library catalog search.

  • Cover Art 2075 - the Future(s) of Food Tourism by Sangkyun Kim (Editor); Una McMahon-Beattie (Editor); Eerang Park (Editor); Ian Yeoman (Editor)
    ISBN: 9781845419219
    Publication Date: 2025-05-13
    This book explores the future of food tourism in 2075 and beyond. It uses the principles of multiple futures to demonstrate, analyse and examine different paths that food tourism may take using scenario planning. It is timely given the issues of global food supply, climate change and the rise of food tourism as the core of the experience economy.
  • Cover Art Advances in Design, Music and Arts III : 9th International Meeting of Research in Music, Arts and Design, EIMAD 2024 by Daniel Raposo, João Neves, Ricardo Silva, Luísa Correia Castilho, Rui Dias
    ISBN: 9783031737053
    Publication Date: 2025
    This book presents cutting-edge methods and findings that are expected to contribute to significant advances in the areas of communication design, fashion design, interior design and product design, as well as musicology and other related areas. It especially focuses on the role of digital technologies, and on strategies fostering creativity, collaboration, education, as well as sustainability and accessibility in the broadly-intended field of design.
  • Cover Art Apocalypse Next : The Economics of Global Catastrophic Risk by Stephen Davies
    ISBN: 9780255368230
    Publication Date: 2024
    Stephen Davies analyses the potential catastrophes - from nuclear war and climate change to further pandemics, the misuse of Artificial Intelligence and more - that could jeopardise our planet and its people. He examines how we assess these risks, and what we can do about them, firmly believing that the ingenuity, imagination and innovation of millions of people around the world will ultimately secure mankind's continued existence.
  • Cover Art Artificial Intelligence and the Future of Work by National Academies of Sciences, Engineering, and Medicine; Division of Behavioral and Social Sciences and Education; Board on Human-Systems Integration; Division on Engineering and Physical Sciences; Computer Science and Telecommunications Board; Committee on Automation and the U.S. Workforce: An Update
    ISBN: 0309717159
    Publication Date: 2025-04-10
    Advances in artificial intelligence (AI) promise to improve productivity significantly, but there are many questions about how AI could affect jobs and workers. Recent technical innovations have driven the rapid development of generative AI systems, which produce text, images, or other content based on user requests - advances which have the potential to complement or replace human labor in specific tasks, and to reshape demand for certain types of expertise in the labor market. Artificial Intelligence and the Future of Work evaluates recent advances in AI technology and their implications for economic productivity, the workforce, and education in the United States. The report notes that AI is a tool with the potential to enhance human labor and create new forms of valuable work - but this is not an inevitable outcome. Tracking progress in AI and its impacts on the workforce will be critical to helping inform and equip workers and policymakers to flexibly respond to AI developments.
  • Cover Art The Changing World of Mobile Communications by Petri Ahokangas (Editor); Annabeth Aagaard (Editor)
    ISBN: 9783031331909
    Publication Date: 2023-10-18
    This book from the world's first 6G Flagship research program at the University of Oulu, Finland, provides a multi-disciplinary and insightful overview of the subject, with contributions from experts in the field. 5G has already brought about new business opportunities and enabled seamless virtual and augmented reality services, but also raised serious concerns on data privacy and security and the use of artificial intelligence. The sixth generation (6G) networks are already in R&D phase aiming at deployment in 2030.
  • Cover Art Digital Maturity in Hospitals by Armin Scheuer (Editor); Jörg Studzinski (Editor)
    ISBN: 3-031-80704-9
    Publication Date: 2025-04-12
    This book serves as a comprehensive guide for hospitals embarking on a digital maturity journey, offering actionable insights, best practices, and lessons learned from healthcare leaders worldwide. It brings together contributions from over 50 world-renowned digital health experts, providing hospitals with the tools and strategies needed to successfully drive digital transformation to benefit both healthcare workers and patients. Covering a broad range of topics, the chapters delve into critical dimensions of hospital digitalization, including digital maturity models, IT capability, interoperability, governance, patient-centered care, and advanced data analytics. Readers will find real-world case studies showcasing hospitals and governmental initiatives that have achieved externally validated success in their digital transformation efforts.
  • Cover Art Food and Industry 5. 0: Transforming the Food System for a Sustainable Future by Pushan Kumar Dutta (Editor); Ahmed Hamad (Editor); A. K. Haghi (Editor); Pranav Kumar Prabhakar (Editor)
    ISBN: 9783031767579
    Publication Date: 2025-02-23
    This comprehensive volume delves into innovations driving the fifth industrial revolution in food production and distribution. The book examines nanotechnology and biosensor applications in food processing and safety, analyzing their potential to revolutionize quality monitoring, extend shelf life, and enhance traceability. It unveils the transformative power of artificial intelligence and machine learning across the food value chain, from plant disease detection to sustainable poultry production. Significant attention is given to the integration of Internet of Things (IoT) and digital twin technology in agriculture and food supply chains, offering insights into real-time monitoring, predictive maintenance, and optimization techniques. The text explores robotics in food manufacturing, emphasizing advancements in efficiency, waste reduction, and safety. Crucial methodologies for quantifying and analyzing complex agricultural data are addressed, presenting both regression and classification approaches in precision agriculture.
  • Cover Art The Future of Humans and Emotional Machines: Narratives from Japanese Culture in the 21st Century by Elena Giannoulis
    ISBN: 9781003570653
    Publication Date: 2025
    This book explores human‑machine interaction in Japan, providing a new focus on how and in what form people build affective bonds to new technologies. To gain insights into the feelings, identities, fears, and desires of people in our contemporary society, this book brings together perspectives from Japanese studies, cultural and literary studies, anthropology, robotics, philosophy, and game studies. Through these lenses, it reveals how narratives about machines are not merely reflections of technological capabilities but, when it comes to emotional attachment, are deeply embedded in cultural practices and social values.
  • Cover Art The Future of Retail and Service Design : Sustainable, Phygital and Community
    ISBN: 9781003507338
    Publication Date: 2025
    This book explores the future of retail and service design, offering cutting-edge insights from leading researchers. With a focus on sustainability, phygital innovation, and community retail, it provides a forward-thinking roadmap for the evolution of these fields. Each chapter examines the current landscape and future possibilities, presenting a dynamic vision of what lies ahead. From transforming customer experiences through community engagement and immersive technologies to advancing sustainability, this book invites readers to engage with emerging trends and the transformative power of design.
  • Cover Art Geotechnical Frontiers 2025 : Planning and Design for Future Generations. by American Society of Civil Engineers
    Publication Date: 2025
    This Geotechnical Special Publication contains 46 peer-reviewed papers on planning and design for future generations. Topics include: resiliency; asset management; education for geotechnical engineering; geoenvironmental engineering; geotechnics for renewable energies; risk assessment and management; and sustainability in geotechnical engineering.
  • Cover Art Proceedings of the International Association of Institutes of Navigation World Congress 2024 by Shijun Chen (Editor); Siwen Dong (Editor); Weihua Guo (Editor); Yan Wang (Editor); Feifei Zhang (Editor); Yang Liu (Editor); Yuxiang Wang (Editor); Erdan Ma (Editor)
    ISBN: 1041035977
    Publication Date: 2025-07-15
    This book provides an overview of key discussions, research findings, and milestones in the field, showcasing the collaborative efforts shaping the future of global maritime safety. This book is intended for professionals in navigation and maritime technology, academic researchers, maritime safety authorities, technology developers, industry enterprises, students, and enthusiasts interested in navigation systems, autonomous shipping, and maritime safety.
  • Cover Art Technological Globalisation from Below by Mathieu Quet (Editor); Koichi Kameda (Editor); Jessica Pourraz (Editor)
    ISBN: 9781912729388
    Publication Date: 2025-08-01
    Global South populations, firms and governments play a key role in redefining the relationship between sciences, technologies and markets on an international scale. Forces shaping the future of global technoscience emerge from unexpected places, prompting a reassessment of global power processes. This volume contains rich case studies studying technoscientific globalization 'from below' drawn from fieldwork in Asia, Latin America and Africa.
  • Last Updated: Oct 22, 2025 3:56 PM
  • URL: https://researchguides.dartmouth.edu/digital-dreams
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