Artificial Intelligence and Conservation

Fei Fang · Milind Tambe · Bistra Dilkina · Andrew J. Plumptre

2019年3月 · Cambridge University Press

電子書

247

頁

評分和評論未經驗證瞭解詳情

關於本電子書

With the increasing public interest in artificial intelligence (AI), there is also increasing interest in learning about the benefits that AI can deliver to society. This book focuses on research advances in AI that benefit the conservation of wildlife, forests, coral reefs, rivers, and other natural resources. It presents how the joint efforts of researchers in computer science, ecology, economics, and psychology help address the goals of the United Nations' 2030 Agenda for Sustainable Development. Written at a level accessible to conservation professionals and AI researchers, the book offers both an overview of the field and an in-depth view of how AI is being used to understand patterns in wildlife poaching and enhance patrol efforts in response, covering research advances, field tests and real-world deployments. The book also features efforts in other major conservation directions, including protecting natural resources, ecosystem monitoring, and bio-invasion management through the use of game theory, machine learning, and optimization.

關於作者

Fei Fang is Assistant Professor of Computer Science at Carnegie Mellon University, Pennsylvania. Her work won the Innovative Application Award at the Conference on Innovative Applications of Artificial Intelligence in 2016 and the Outstanding Paper Award in Computational Sustainability Track at the International Joint Conferences on Artificial Intelligence in 2015.

Milind Tambe is Helen N. and Emmett H. Jones Professor of Engineering and Founding Co-Director of the University of Southern California Center for Artificial Intelligence in Society. He received the International Joint Conferences on Artificial Intelligence (IJCAI) John McCarthy Award, the Association for Computing Machinery's Special Interest Group on Artificial Intelligence (ACM/SIGAI) Autonomous Agents Research Award, Christopher Columbus Fellowship Foundation Homeland security award, an the Institute for Operations Research and the Management Sciences (INFORMS) Wagner prize in Operations Research and is a fellow of Association for Advanced Artificial Intelligence (AAAI) and Association of Computing Machinery ACM).

Bistra Dilkina is Assistant Professor of Computer Science and Associate Director of the University of Southern California Center for Artificial Intelligence in Society. Prior to that, she was an Assistant Professor at Georgia Tech and a Co-Director of the Data Science for Social Good Atlanta program. She has published at top artificial intelligence conferences as well as journals such as Conservation Biology.

Andrew J. Plumptre is Head of the Key Biodiversity Areas Secretariat, associated with the Conservation Science Group in the Zoology Department at the University of Cambridge. He previously was the Wildlife Conservation Society's senior scientist for Africa and managed a regional program of conservation in the Albertine Rift that supported conservation of some of Africa's most biodiverse sites.