Artificial Intelligence for Knowledge Management, Energy, and Sustainability
9th IFIP WG 12.6 and 1st IFIP WG 12.11 International Workshop, AI4KMES 2021, Held at IJCAI 2021, Montreal, QC, Canada, August 19-20, 2021, Revised Selected Papers
Published on 27. February 2022
XV, 215 pages
978-3-030-96592-1 (ISBN)
Description
This book features a selection of extended papers presented at the 9th IFIP WG 12.6 International Workshop on Artificial Intelligence for Knowledge Management, AI4KM 2021, and the 1st International Workshop on Energy and Sustainability, AIES 2021, named AI4KMES 2021 and held in conjunction with IJCAI 2021 in August 2021. The conference was planned to take place in Montréal, Canada, but changed to an online event due to the COVID-19 pandemic.
The 15 papers included in this book were carefully reviewed and selected from 17 submissions. They deal with knowledge management and sustainability challenges, focusing on methodological, technical and organizational aspects of AI used for facing related complex problems. This year's topic was AI for Knowledge Management, Energy and Sustainable Future.
The 15 papers included in this book were carefully reviewed and selected from 17 submissions. They deal with knowledge management and sustainability challenges, focusing on methodological, technical and organizational aspects of AI used for facing related complex problems. This year's topic was AI for Knowledge Management, Energy and Sustainable Future.
More details
Series
Language
English
Place of publication
Cham
Switzerland
Publishing group
Springer International Publishing
Target group
Professional and scholarly
Product notice
Reflowable
Illustrations
XV, 215 p. 90 illus., 64 illus. in color.
File size
19,19 MB
ISBN-13
978-3-030-96592-1 (9783030965921)
DOI
10.1007/978-3-030-96592-1
Schweitzer Classification
Other editions
Additional editions
Eunika Mercier-Laurent | Gülgün Kayakutlu
Artificial Intelligence for Knowledge Management, Energy, and Sustainability
9th IFIP WG 12.6 and 1st IFIP WG 12.11 International Workshop, AI4KMES 2021, Held at IJCAI 2021, Montreal, QC, Canada, August 19-20, 2021, Revised Selected Papers
Book
02/2022
Springer
€90.94
Shipment within 7-9 days
Content
Greening and Smarting IT - Case of Digital Transformation.- Crowdsourcing and Sharing Economy in the Smart City Concept. Influence of the Idea on Development and Urban Resources.- Assessment of Smart Waste Management Systems with Spherical AHP Method.- Zero Carbon Energy Transition in the Kitchen.- Barriers and Challenges of Knowledge Management in a Gas Company.- Characterization of residential electricity customers via Deep Ensemble Learning.- Grid Imbalance Prediction Using Particle Swarm Optimization and Neural Networks.- Collective Intelligence of Honey Bees for Energy and Sustainability.- The Application of Artificial Intelligence to Nuclear Power Plants Safety.- Capacity to build Artificial Intelligence Systems for Nuclear Energy Security and Sustainability: Experience of Belarus.- Automated Planning to Evolve Smart Grids with Renewable Energy.- Artificial Intelligence Application for Crude Distillation Unit: An overview.- Deep Reinforced Learning for the Governance of a SampleMicrogrid.- Residential Short-Term Load Forecasting via Meta Learning and Domain Augmentation.- Renewable Energy Investment Decision Evaluation for Local Authorities.
