Forwarded from Bioinformatics
π A comprehensive review on knowledge graphs for complex diseases
π Journal: Briefings in Bioinformatics (I.F.=9.5)
π Publish year: 2023
π§βπ»Authors: Yang Yang, Yuwei Lu, Wenying Yan
π’University: Soochow University, Suzhou, China
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π²Channel: @Bioinformatics
#review #knowledge_graph #diease
π Journal: Briefings in Bioinformatics (I.F.=9.5)
π Publish year: 2023
π§βπ»Authors: Yang Yang, Yuwei Lu, Wenying Yan
π’University: Soochow University, Suzhou, China
π Study the paper
π²Channel: @Bioinformatics
#review #knowledge_graph #diease
π2
π A systematic literature review of knowledge graph construction and application in education
π Journal: Heliyon (I.F=4)
π Publish year: 2023
π§βπ»Authors: Bilal Abu-Salih , Salihah Alotaibi
π’Universities: The University of Jordan, Imam Mohammad Ibn Saud Islamic University (IMSIU),
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π²Channel: @ComplexNetworkAnalysis
#review #knowledge_graph #education #review
π Journal: Heliyon (I.F=4)
π Publish year: 2023
π§βπ»Authors: Bilal Abu-Salih , Salihah Alotaibi
π’Universities: The University of Jordan, Imam Mohammad Ibn Saud Islamic University (IMSIU),
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π²Channel: @ComplexNetworkAnalysis
#review #knowledge_graph #education #review
π5
π Drug-drug interactions prediction based on deep learning and knowledge graph: a review
π Journal: iScience (I.F=6.107)
π Publish year: 2024
π§βπ»Authors: Huimin Luo, Weijie Yin, Jianlin Wang, Wenjuan Liang, Junwei Luo, Chaokun Yan
π’University: Henan University, Kaifeng, China, Henan Polytechnic University, Jiaozuo, China
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π±Channel: @ComplexNetworkAnalysis
#paper #Drug #prediction #Deep_learning #knowledge_graph #review
π Journal: iScience (I.F=6.107)
π Publish year: 2024
π§βπ»Authors: Huimin Luo, Weijie Yin, Jianlin Wang, Wenjuan Liang, Junwei Luo, Chaokun Yan
π’University: Henan University, Kaifeng, China, Henan Polytechnic University, Jiaozuo, China
π Study the paper
π±Channel: @ComplexNetworkAnalysis
#paper #Drug #prediction #Deep_learning #knowledge_graph #review
π1
π A Bibliometric Analysis of Recent Developments and Trends in Knowledge Graph Research (2013β2022)
π Journal: IEEE ACCESS (I.F=3.9)
π Publish year: 2024
π§βπ»Authors: GANG WANG, JING HE
π’Universities: Chaohu University
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π²Channel: @ComplexNetworkAnalysis
#paper #Bibliometric #Knowledge_Graph
π Journal: IEEE ACCESS (I.F=3.9)
π Publish year: 2024
π§βπ»Authors: GANG WANG, JING HE
π’Universities: Chaohu University
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π²Channel: @ComplexNetworkAnalysis
#paper #Bibliometric #Knowledge_Graph
π4
π A Survey on Temporal Knowledge Graph: Representation Learning and Applications
π Publish year: 2024
π§βπ»Authors: JLi Cai, Xin Mao, Yuhao Zhou, Zhaoguang Long, Changxu Wu, Man Lan
π’Universities: East China Nomal University, Guizhou University, Tsinghua University
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π±Channel: @ComplexNetworkAnalysis
#paper #Temporal #Knowledge_Graph #Representation_Learning #Application #survey
π Publish year: 2024
π§βπ»Authors: JLi Cai, Xin Mao, Yuhao Zhou, Zhaoguang Long, Changxu Wu, Man Lan
π’Universities: East China Nomal University, Guizhou University, Tsinghua University
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π±Channel: @ComplexNetworkAnalysis
#paper #Temporal #Knowledge_Graph #Representation_Learning #Application #survey
π3π2
πA Survey on Knowledge Editing of Neural Networks
π Publish year: 2023
π§βπ»Authors: Vittorio Mazzia, Alessandro Pedrani, Andrea Caciolai, Kay Rottmann, Davide Bernardi
π’Universities: Amazon
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π²Channel: @ComplexNetworkAnalysis
#paper #Survey #Knowledge #Neural_Networks
π Publish year: 2023
π§βπ»Authors: Vittorio Mazzia, Alessandro Pedrani, Andrea Caciolai, Kay Rottmann, Davide Bernardi
π’Universities: Amazon
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π²Channel: @ComplexNetworkAnalysis
#paper #Survey #Knowledge #Neural_Networks
π2
π Knowledge Graphs and their Applications in Civil Security
π Publish year: 2020
π§βπ»Authors: Simon Ott, Daria Liakhovets, Mina SchΓΌtz, Medina Andresel, Mihai Bartha, Sven Schlarb, Alexander Schindler
π’University: Austrian Institute of Technology GmbH
Giefinggasse 4, 1210 Vienna, Austria
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π±Channel: @ComplexNetworkAnalysis
#paper #Knowledge_Graph #Application #Civil_Security
π Publish year: 2020
π§βπ»Authors: Simon Ott, Daria Liakhovets, Mina SchΓΌtz, Medina Andresel, Mihai Bartha, Sven Schlarb, Alexander Schindler
π’University: Austrian Institute of Technology GmbH
Giefinggasse 4, 1210 Vienna, Austria
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π±Channel: @ComplexNetworkAnalysis
#paper #Knowledge_Graph #Application #Civil_Security
π1
πKnowledge Graph Embedding: An Overview
π Publish year: 2024
π Journal: APSIPA Transactions on Signal and Information Processing (I.F=3.2)
π§βπ»Authors: Xiou Ge, Yun Cheng Wang, Bin Wang, C.-C. Jay Kuo
π’Universities: University of Southern California, Institute for Infocomm Research (I2R)
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π²Channel: @ComplexNetworkAnalysis
#paper #Overview #Knowledge_Graph
π Publish year: 2024
π Journal: APSIPA Transactions on Signal and Information Processing (I.F=3.2)
π§βπ»Authors: Xiou Ge, Yun Cheng Wang, Bin Wang, C.-C. Jay Kuo
π’Universities: University of Southern California, Institute for Infocomm Research (I2R)
π Study the paper
π²Channel: @ComplexNetworkAnalysis
#paper #Overview #Knowledge_Graph
π4
π Knowledge Graphs for the Life Sciences: Recent Developments, Challenges and Opportunities
π Publish year: 2023
πJournal: Transactions on Graph Data and Knowledge (TGDK)
π§βπ»Authors: Jiaoyan Chen, Hang Dong, Janna Hastin, Ernesto JimΓ©nez-Ruiz, Vanessa LΓ³pez, Pierre Monnin, Catia Pesquita, Petr Ε koda, Valentina Tamm
π’Universities: University of Manchester, University of Oxford, University of Zurich, Switzerland, University of London, UniversitΓ© CΓ΄te dβAzur, Inria, Charles University, Prague, Czechia
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #Knowledge_Graph #Life_Sciences #Developments #Challenges #Opportunities
π Publish year: 2023
πJournal: Transactions on Graph Data and Knowledge (TGDK)
π§βπ»Authors: Jiaoyan Chen, Hang Dong, Janna Hastin, Ernesto JimΓ©nez-Ruiz, Vanessa LΓ³pez, Pierre Monnin, Catia Pesquita, Petr Ε koda, Valentina Tamm
π’Universities: University of Manchester, University of Oxford, University of Zurich, Switzerland, University of London, UniversitΓ© CΓ΄te dβAzur, Inria, Charles University, Prague, Czechia
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #Knowledge_Graph #Life_Sciences #Developments #Challenges #Opportunities
π5
π A Survey on Knowledge Graphs for Healthcare: Resources, Application Progress, and Promise
π Publish year: 2023
πJournal: IEEE Transactions on Computational Social Systems (I.F: 5.61)
π§βπ»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
π’University: Emory University, Georgia Institute of Technology, Weill Cornell Medicine
πΊ Country: USA , Atlanta
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π²Channel: @ComplexNetworkAnalysis
#paper #Survey #Knowledge_Graphs #Healthcare #Application
π Publish year: 2023
πJournal: IEEE Transactions on Computational Social Systems (I.F: 5.61)
π§βπ»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
π’University: Emory University, Georgia Institute of Technology, Weill Cornell Medicine
πΊ Country: USA , Atlanta
π Study the paper
π²Channel: @ComplexNetworkAnalysis
#paper #Survey #Knowledge_Graphs #Healthcare #Application
πHealthcare knowledge graph construction: A systematic review of the state-of-the-art, open issues, and opportunities
π Publish year: 2023
πJournal: Journal of Big Data
π§βπ»Authors: Bilal Abu-Salih, Muhammad AL-Qurishi, Mohammed Alweshah, Mohammad AL-Smadi, Reem Alfayez and Heba Saadeh
π’Universities: The University of Jordan, Amman, Jordan
King Saud University, Riyadh, Saudi Arabia
Al-Balqa Applied University, Salt, Jordan
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #Healthcare #Knowledge_Graph #open_issues #opportunities #review
π Publish year: 2023
πJournal: Journal of Big Data
π§βπ»Authors: Bilal Abu-Salih, Muhammad AL-Qurishi, Mohammed Alweshah, Mohammad AL-Smadi, Reem Alfayez and Heba Saadeh
π’Universities: The University of Jordan, Amman, Jordan
King Saud University, Riyadh, Saudi Arabia
Al-Balqa Applied University, Salt, Jordan
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #Healthcare #Knowledge_Graph #open_issues #opportunities #review
π1
πKnowledge mapping of graph neural networks for drug discovery: a bibliometric and visualized analysis
π Publish year: 2024
πJournal: Frontiers in Pharmacology (I.F=4.4)
π§βπ»Authors: Rufan Yao, Zhenhua Shen, Xinyi Xu, Guixia Ling, Rongwu Xiang, Tingyan Song, Fei Zhai and Yuxuan Zhai
π’University: Shenyang Pharmaceutical University, Shenyang, China
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #Knowledge #mapping #GNN #drug #discovery #visualized
π Publish year: 2024
πJournal: Frontiers in Pharmacology (I.F=4.4)
π§βπ»Authors: Rufan Yao, Zhenhua Shen, Xinyi Xu, Guixia Ling, Rongwu Xiang, Tingyan Song, Fei Zhai and Yuxuan Zhai
π’University: Shenyang Pharmaceutical University, Shenyang, China
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #Knowledge #mapping #GNN #drug #discovery #visualized
π2π€©1
πA Comprehensive Survey on Automatic Knowledge Graph Construction
π Publish year: 2023
π§βπ»Authors: LINGFENG ZHONG, JIA WU, QIAN LI, HAO PENG, XINDONG WU
π’Universities: Macquarie University, Beihang University, Hefei University of Technology
π Study paper
π²Channel: @ComplexNetworkAnalysis
#paper #Graph #knowledge_graph #Survey
π Publish year: 2023
π§βπ»Authors: LINGFENG ZHONG, JIA WU, QIAN LI, HAO PENG, XINDONG WU
π’Universities: Macquarie University, Beihang University, Hefei University of Technology
π Study paper
π²Channel: @ComplexNetworkAnalysis
#paper #Graph #knowledge_graph #Survey
π3
π A Comprehensive Survey on Knowledge-Defined Networking
π Publish year: 2024
πJournal: Telecom (I.F=2.1)
π§βπ»Authors: Patikiri Arachchige Don Shehan Nilmantha Wijesekara & Subodha Gunawardena
π’Universities: University of Ruhuna, Sri Lanka
π Study paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #knowledge
π Publish year: 2024
πJournal: Telecom (I.F=2.1)
π§βπ»Authors: Patikiri Arachchige Don Shehan Nilmantha Wijesekara & Subodha Gunawardena
π’Universities: University of Ruhuna, Sri Lanka
π Study paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #knowledge
π₯ Knowledge graphs - Foundations and applications
π Watch the collection
β‘οΈChannel: @ComplexNetworkAnalysis
#video #knowledge_graph
π Watch the collection
β‘οΈChannel: @ComplexNetworkAnalysis
#video #knowledge_graph
πKnowledge Graph Construction: Extraction, Learning, and Evaluation
π Journal: Applied Sciences (I.F.=2.5)
π Publish year: 2025
π§βπ»Authors: Seungmin Choi and Yuchul Jung
π’Universities: Kumoh National Institute of Technology, Republic of Korea
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #knowledge_graph
π Journal: Applied Sciences (I.F.=2.5)
π Publish year: 2025
π§βπ»Authors: Seungmin Choi and Yuchul Jung
π’Universities: Kumoh National Institute of Technology, Republic of Korea
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #knowledge_graph
πΉHow to Build a Knowledge Graph
π Watch
β‘οΈChannel: @ComplexNetworkAnalysis
#video #knowledge_graph #neo4j
π Watch
β‘οΈChannel: @ComplexNetworkAnalysis
#video #knowledge_graph #neo4j
YouTube
Neo4j Live: How to Build a Knowledge Graph
Do you think building a knowledge graph is too complex? Think again. Join us when we look at the new eBook "The Developerβs Guide: How to Build a Knowledge Graph" and learn how to model, query and grow your graph step by step.
Weβll bust a few myths, walkβ¦
Weβll bust a few myths, walkβ¦
π A Survey of Link Prediction in N-ary Knowledge Graphs
π Publish year: 2025
π§βπ»Authors: Jiyao Wei, Saiping Guan, Da Li,...
π’University: University of Chinese Academy of Sciences, China
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #link_prediction #n_ary #knowledge_graph
π Publish year: 2025
π§βπ»Authors: Jiyao Wei, Saiping Guan, Da Li,...
π’University: University of Chinese Academy of Sciences, China
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #link_prediction #n_ary #knowledge_graph
π₯ How to Build a Knowledge Graph
π Watch
π¦ Code
β‘οΈChannel: @ComplexNetworkAnalysis
#video #knowledge_graph
π Watch
π¦ Code
β‘οΈChannel: @ComplexNetworkAnalysis
#video #knowledge_graph
YouTube
How to Build a Knowledge Graph [Ft. Graphiti]
Workshop from @FalkorDB and ZEP (Graphiti): Building Production Knowledge Graphs from Structured/Unstructured Data Sources.
π©βπ» Google Collab for the demo: https://colab.research.google.com/drive/1HbDPKlsz9tYfRGeWHn60vsWeGhFIsqyF?usp=sharing
This workshopβ¦
π©βπ» Google Collab for the demo: https://colab.research.google.com/drive/1HbDPKlsz9tYfRGeWHn60vsWeGhFIsqyF?usp=sharing
This workshopβ¦
π1
πΉ Knowledge Graphs for Plant and Microbiome Multiomics
π Watch
β‘οΈChannel: @ComplexNetworkAnalysis
#video #knowledge_graph #plant
π Watch
β‘οΈChannel: @ComplexNetworkAnalysis
#video #knowledge_graph #plant
YouTube
Symposium Knowledge Graphs for Plant and Microbiome Multiomics - 14th October 2025
As multi-omics datasets grow in scale and complexity, the need for FAIR (Findable, Accessible, Interoperable, Reusable) data and analysis frameworks becomes increasingly critical for deriving meaningful biological insights. The growing availability of transcriptomicβ¦
π1