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Article
Computer Science, Artificial Intelligence
Bingcong Xue et al.
Summary: As a powerful expression of human knowledge in a structural form, knowledge graph (KG) has attracted great attention and many construction and application technologies have been proposed. However, most existing large-scale knowledge graphs suffer from quality issues, such as inaccurate or outdated entries and inadequate coverage. This paper provides a systematic review of knowledge graph quality management, covering research topics on quality issues, dimensions, metrics, and management processes. Existing works are categorized based on target goals and methods to enhance understanding. The paper concludes with the discussion of key issues and future research directions for knowledge graph quality management.
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
(2023)
Article
Computer Science, Artificial Intelligence
Ilaria Tiddi et al.
Summary: This paper provides an extensive overview of the utilization of knowledge graphs in Explainable Machine Learning, highlighting the potential for more meaningful and trustworthy explanations. The integration of knowledge graphs shows promise in enhancing the understandability, reactivity, and accuracy of machine learning systems, while also posing challenges in handling noise and extracting knowledge efficiently for future research.
ARTIFICIAL INTELLIGENCE
(2022)
Article
Green & Sustainable Science & Technology
Takanori Matsui et al.
Summary: This study utilized a BERT model to build a classifier for semantic mapping of practices and issues related to the SDGs. It also developed a visualizing method to show the co-occurrence of SDGs and a matchmaking process for local issues and initiatives. The intelligent information system aims to assist stakeholders in taking action towards achieving the sustainable development goals.
SUSTAINABILITY SCIENCE
(2022)
Article
Environmental Studies
Jiri Dusik et al.
Summary: Environmental assessment is often used to justify trade-offs between socio-economic gains and environmental losses, but emerging taxonomies of sustainable investments have the potential to change decision outcomes and better address environmental sustainability priorities.
IMPACT ASSESSMENT AND PROJECT APPRAISAL
(2022)
Article
Green & Sustainable Science & Technology
Chrysaida-Aliki Papadopoulou et al.
Summary: The United Nations published the updated Agenda 2030 in 2015, reflecting the new priorities towards future sustainability and emphasizing the specialization of Sustainable Development Goals (SDGs) and indicators into local contexts. This paper explores local-oriented indicators and policy recommendations for successful implementation of SDGs in Greece, highlighting the importance of smart water management, precision agriculture, technology for capturing Greenhouse Gases, penetration of Renewable Energy Sources, and protection of terrestrial ecosystems.
Article
Environmental Sciences
Alexandra E. Ioannou et al.
Summary: The article discusses the impact of climate change on water-energy-food security, presents a resilience analysis framework, and introduces a national case study of Greece. Parametric sensitivity analysis and system dynamics modeling are used to quantify system resilience, and two policies are tested to improve the resilience of the system.
FRONTIERS IN ENVIRONMENTAL SCIENCE
(2022)
Article
Environmental Sciences
Eunice Pereira Ramos et al.
Summary: This article introduces the SIM4NEXUS approach, which is a comprehensive method for addressing cross-systems interactions in Nexus assessments for policy support. Based on twelve test cases, the authors find that transdisciplinarity and the integration of qualitative and quantitative methods are vital elements in Nexus assessments, and propose steps to advance Nexus assessments.
FRONTIERS IN ENVIRONMENTAL SCIENCE
(2022)
Article
Business
Jan Anton van Zanten et al.
Summary: This paper introduces a nexus approach to corporate sustainability, emphasizing the need for companies to assess and manage their interactions with the Sustainable Development Goals in an integrated manner in order to improve their societal and environmental impacts and avoid trade-offs. Such systematic corporate sustainability strategies are essential for driving progress towards achieving the SDGs and preventing companies from engaging in SDG-washing.
BUSINESS STRATEGY AND THE ENVIRONMENT
(2021)
Article
Engineering, Environmental
Anna Malago et al.
Summary: The study analyzed 29 case studies in the Mediterranean region, exploring potential success stories for WEFE nexus practices, with renewable energies playing a predominant role in sustainability. It is essential to ensure that both people and ecosystems benefit from a minimum amount of goods/qualities to achieve the highest positive impacts on economy, environment, and society.
RESOURCES CONSERVATION AND RECYCLING
(2021)
Article
Multidisciplinary Sciences
Thomas Bryan Smith et al.
Summary: The United Nations' Sustainable Development Goals are diverse and interdependent, consisting of 169 targets and 231 indicators covering various areas such as health, environment, and human rights. An alternative approach is presented in the study to quantify the complex network of SDG interdependencies using computational methods, revealing a strong discursive divide between environmental goals and other SDGs, as well as unexpected interdependencies between goals in different areas. While some alignment is found between UN discourse and integration patterns in SDG-related science, significant differences also exist between priorities in UN discourse and global scientific discourse.
SCIENTIFIC REPORTS
(2021)
Article
Management
Gerald Midgley et al.
Summary: The term "systemic innovation" can be understood in five ways, including technological integration, policy development, societal change, collaboration in innovation networks, and engagement in systemic thinking. These five understandings emphasize the interactions and impacts of innovation at different levels of systems, focusing on relationships between innovation and environment, institutions, and society.
SYSTEMS RESEARCH AND BEHAVIORAL SCIENCE
(2021)
Proceedings Paper
Computer Science, Artificial Intelligence
Amit Joshi et al.
Summary: This paper introduces a formal knowledge organization system (KOS) for representing the United Nations Sustainable Development Goals (SDGs), consisting of an ontology and dataset. The system aims to monitor progress towards the SDGs and facilitate multilingual semantic search, content linking with UNBIS and EuroVoc vocabularies.
SEMANTIC WEB, ESWC 2021
(2021)
Article
Computer Science, Information Systems
Subhi Issa et al.
Summary: This article focuses on the completeness dimension of data quality in Knowledge Graph, presenting a systematic literature review to gather existing approaches, unify terminologies, and provide detailed methodologies and metrics for evaluation. Seven types of completeness are identified, with analysis of nine tools capable of assessing Knowledge Graph completeness.
Review
Computer Science, Artificial Intelligence
Xiaojun Chen et al.
EXPERT SYSTEMS WITH APPLICATIONS
(2020)
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SYSTEMS ENGINEERING
(2020)
Review
Multidisciplinary Sciences
Ricardo Vinuesa et al.
NATURE COMMUNICATIONS
(2020)
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Freddy Lecue
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SCIENCE OF THE TOTAL ENVIRONMENT
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Environmental Sciences
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COMMUNICATIONS OF THE ACM
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Public, Environmental & Occupational Health
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Green & Sustainable Science & Technology
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NATURE SUSTAINABILITY
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Health Care Sciences & Services
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JOURNAL OF PUBLIC HEALTH POLICY
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Multidisciplinary Sciences
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Computer Science, Information Systems
Jennifer Rowley
JOURNAL OF INFORMATION SCIENCE
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