2022_Knowledge_Graphs_A_Practical_Review_of_the_Research_Landscape.pdf
510 KB
📄Knowledge Graphs: A Practical Review of the Research Landscape
📘Journal: INFORMATION
🗓Publish year: 2022
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Knowledge_Graphs #Research #Landscape #review
📘Journal: INFORMATION
🗓Publish year: 2022
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Knowledge_Graphs #Research #Landscape #review
📄Knowledge Graph Completion: A Bird’s Eye View on Knowledge Graph Embeddings, Software Libraries, Applications and Challenges
🗓Publish year: 2022
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Knowledge_Graphs #Embeddings #Software #Applications #Challenges
🗓Publish year: 2022
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Knowledge_Graphs #Embeddings #Software #Applications #Challenges
📑 A Review of Relational Machine Learning for Knowledge Graphs
📘Journal: Proceedings of the IEEE (I.F.=14.91)
🗓Publish year: 2016
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📲Channel: @ComplexNetworkAnalysis
#paper #review #Machine_Learning #Knowledge_Graphs
📘Journal: Proceedings of the IEEE (I.F.=14.91)
🗓Publish year: 2016
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📲Channel: @ComplexNetworkAnalysis
#paper #review #Machine_Learning #Knowledge_Graphs
👍5
📑 Knowledge Graphs
📘Journal: ACM Computing Surveys(I.F.=14.324)
🗓Publish year: 2021
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📲Channel: @ComplexNetworkAnalysis
#paper #Survey #Knowledge_Graphs
📘Journal: ACM Computing Surveys(I.F.=14.324)
🗓Publish year: 2021
📎 Study the paper
📲Channel: @ComplexNetworkAnalysis
#paper #Survey #Knowledge_Graphs
🔥2
2019-A review Knowledge reasoning over knowledge graph.pdf
2.2 MB
📑 A review: Knowledge reasoning over knowledge graph
📘Journal: ACM Computing Surveys(I.F.=8.665)
🗓Publish year: 2019
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📲Channel: @ComplexNetworkAnalysis
#paper #review #Knowledge_Graphs
📘Journal: ACM Computing Surveys(I.F.=8.665)
🗓Publish year: 2019
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📲Channel: @ComplexNetworkAnalysis
#paper #review #Knowledge_Graphs
👍2
📄Knowledge Graphs: Opportunities and Challenges
📘Journal: Artificial Intelligence Review (I.F=9.588)
🗓Publish year: 2023
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📱Channel: @ComplexNetworkAnalysis
#paper #Knowledge_Graphs #Opportunities #Challenges
📘Journal: Artificial Intelligence Review (I.F=9.588)
🗓Publish year: 2023
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📱Channel: @ComplexNetworkAnalysis
#paper #Knowledge_Graphs #Opportunities #Challenges
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📄A comprehensive review on knowledge graphs for complex diseases
📘Journal: Briefings in Bioinformatics (I.F=13.994)
🗓Publish year: 2022
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📱Channel: @ComplexNetworkAnalysis
#paper #knowledge_graphs #complex #diseases #review
📘Journal: Briefings in Bioinformatics (I.F=13.994)
🗓Publish year: 2022
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📱Channel: @ComplexNetworkAnalysis
#paper #knowledge_graphs #complex #diseases #review
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🎞 Graph Neural Networks and Knowledge Graph Completion
💥Free recorded Tutorial by Prof. Soumen Chakrabarti
💥Link prediction in social and knowledge graphs : Permutation Invariant and Time Sensitive Deep Representations
📽 Watch
📱Channel: @ComplexNetworkAnalysis
#video #Graph_Neural_Networks #knowledge_graphs
💥Free recorded Tutorial by Prof. Soumen Chakrabarti
💥Link prediction in social and knowledge graphs : Permutation Invariant and Time Sensitive Deep Representations
📽 Watch
📱Channel: @ComplexNetworkAnalysis
#video #Graph_Neural_Networks #knowledge_graphs
YouTube
"Graph Neural Networks and Knowledge Graph Completion
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🎞 2022 Keynote: Deep learning with Knowledge Graphs
💥Free recorded Tutorial on Deep learning with Knowledge Graphs
💥In this talk will discuss recent methodological advancements that automatically learn to encode graph structure into low-dimensional embeddings. will also discuss industrial applications, software frameworks, benchmarks, and challenges with scaling-up graph learning systems
📽 Watch
📱Channel: @ComplexNetworkAnalysis
#video #Deep_learning #knowledge_graphs
YouTube
"Graph Neural Networks and Knowledge Graph
💥Free recorded Tutorial on Deep learning with Knowledge Graphs
💥In this talk will discuss recent methodological advancements that automatically learn to encode graph structure into low-dimensional embeddings. will also discuss industrial applications, software frameworks, benchmarks, and challenges with scaling-up graph learning systems
📽 Watch
📱Channel: @ComplexNetworkAnalysis
#video #Deep_learning #knowledge_graphs
YouTube
"Graph Neural Networks and Knowledge Graph
YouTube
KGC 2022 Keynote: 'Deep Learning with Knowledge Graphs' by Stanford's Prof. Jure Leskovec
In this keynote, Stanford University's Professor Jure Leskovec discusses the recent methodological advancements that automatically learn to encode graph structure into low-dimensional embedding.
He also presents the industrial applications, software frameworks…
He also presents the industrial applications, software frameworks…
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🎞 Knowledge Graphs: The Path to Enterprise — Michael Moore and AI Omar Azhar, EY
💥Free recorded tutorial on Knowledge Graphs: A Path to Organization
🔹Michael Moore, Ph.D. — Executive Director, EY Performance Improvement Advisory, Enterprise Knowledge Graphs + AI Lead, EY and Omar Azhar, M.S. — Manager, EY Financial Services Organization Advisory, AI Strategy and Advanced Analytics COE, EY.
📽 Watch
📱Channel: @ComplexNetworkAnalysis
#video #Knowledge_Graphs #Enterprise
💥Free recorded tutorial on Knowledge Graphs: A Path to Organization
🔹Michael Moore, Ph.D. — Executive Director, EY Performance Improvement Advisory, Enterprise Knowledge Graphs + AI Lead, EY and Omar Azhar, M.S. — Manager, EY Financial Services Organization Advisory, AI Strategy and Advanced Analytics COE, EY.
📽 Watch
📱Channel: @ComplexNetworkAnalysis
#video #Knowledge_Graphs #Enterprise
YouTube
Knowledge Graphs: The Path to Enterprise — Michael Moore and AI Omar Azhar, EY
Michael Moore, Ph.D. — Executive Director, EY Performance Improvement Advisory, Enterprise Knowledge Graphs + AI Lead, EY and Omar Azhar, M.S. — Manager, EY Financial Services Organization Advisory, AI Strategy and Advanced Analytics COE, EY
2023 -A comprehensive survey of personal knowledge graphs.pdf
2.2 MB
📄 A comprehensive survey of personal knowledge graphs
📘 journal: Data Mining and Knowledge Discovery (I.F=7.8)
🗓Publish year: 2023
📲Channel: @ComplexNetworkAnalysis
#paper #survey #knowledge_graphs
📘 journal: Data Mining and Knowledge Discovery (I.F=7.8)
🗓Publish year: 2023
📲Channel: @ComplexNetworkAnalysis
#paper #survey #knowledge_graphs
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📚 Knowledge Graphs
✨This book provides a comprehensive and accessible introduction to knowledge graphs, which have recently garnered notable attention from both industry and academia. Knowledge graphs are founded on the principle of applying a graph-based abstraction to data, and are now broadly deployed in scenarios that require integrating and extracting value from multiple, diverse sources of data at large scale.
🧑💼 authors: Aidan Hogan, Eva Blomqvist, Michael Cochez, Claudia D'Amato, Gerard de Melo, Claudio Gutierrez, Sabrina Kirrane, Jose Emilio Labra Gayo, Roberto Navigli, Sebastian Neumaier, Axel-Cyrille Ngonga Ngomo, Axel Polleres, Sabbir M Rashid, Anisa Rula, Juan Sequeda, Lukas Schmelzeisen, Steffen Staab, Antoine Zimmerman
🗓Publish year: 2021
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📲Channel: @ComplexNetworkAnalysis
#Book #graph #Data_Graphs #Graph_Algorithms #Graph_Analytics #Graph_Neural_Networks #Knowledge_Graphs #Social_Networks
✨This book provides a comprehensive and accessible introduction to knowledge graphs, which have recently garnered notable attention from both industry and academia. Knowledge graphs are founded on the principle of applying a graph-based abstraction to data, and are now broadly deployed in scenarios that require integrating and extracting value from multiple, diverse sources of data at large scale.
🧑💼 authors: Aidan Hogan, Eva Blomqvist, Michael Cochez, Claudia D'Amato, Gerard de Melo, Claudio Gutierrez, Sabrina Kirrane, Jose Emilio Labra Gayo, Roberto Navigli, Sebastian Neumaier, Axel-Cyrille Ngonga Ngomo, Axel Polleres, Sabbir M Rashid, Anisa Rula, Juan Sequeda, Lukas Schmelzeisen, Steffen Staab, Antoine Zimmerman
🗓Publish year: 2021
📎Study
📲Channel: @ComplexNetworkAnalysis
#Book #graph #Data_Graphs #Graph_Algorithms #Graph_Analytics #Graph_Neural_Networks #Knowledge_Graphs #Social_Networks
👍5
📄Machine Learning for Refining Knowledge Graphs: A Survey
📘 Journal: acm digital library (I.F=14.324)
🗓Publish year: 2020
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📲Channel: @ComplexNetworkAnalysis
#paper #Machine_Learning #Knowledge_Graphs #Survey
📘 Journal: acm digital library (I.F=14.324)
🗓Publish year: 2020
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📲Channel: @ComplexNetworkAnalysis
#paper #Machine_Learning #Knowledge_Graphs #Survey
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📃 A Survey on Knowledge Graphs for Healthcare: Resources, Application Progress, and Promise
🗓 Publish year: 2023
📘Journal: IEEE Transactions on Computational Social Systems (I.F: 5.61)
🧑💻Authors: Hejie Cui, Jiaying Lu, Shiyu Wang, Ran Xu, Wenjing Ma, Shaojun Yu, Yue Yu, Xuan Kan, Tianfan Fu, Chen Ling, Joyce Ho, Fei Wang, Carl Yang
🏢University: Emory University, Georgia Institute of Technology, Weill Cornell Medicine
🗺 Country: USA , Atlanta
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📲Channel: @ComplexNetworkAnalysis
#paper #Survey #Knowledge_Graphs #Healthcare #Application
🗓 Publish year: 2023
📘Journal: IEEE Transactions on Computational Social Systems (I.F: 5.61)
🧑💻Authors: Hejie Cui, Jiaying Lu, Shiyu Wang, Ran Xu, Wenjing Ma, Shaojun Yu, Yue Yu, Xuan Kan, Tianfan Fu, Chen Ling, Joyce Ho, Fei Wang, Carl Yang
🏢University: Emory University, Georgia Institute of Technology, Weill Cornell Medicine
🗺 Country: USA , Atlanta
📎 Study the paper
📲Channel: @ComplexNetworkAnalysis
#paper #Survey #Knowledge_Graphs #Healthcare #Application