π Knowledge Graphs
β¨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.
π§βπΌ 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
πPublish year: 2021
πStudy
π²Channel: @ComplexNetworkAnalysis
#Book #graph #Data_Graphs #Graph_Algorithms #Graph_Analytics #Graph_Neural_Networks #Knowledge_Graphs #Social_Networks
β¨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.
π§βπΌ 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
πPublish year: 2021
πStudy
π²Channel: @ComplexNetworkAnalysis
#Book #graph #Data_Graphs #Graph_Algorithms #Graph_Analytics #Graph_Neural_Networks #Knowledge_Graphs #Social_Networks
π5
πMachine Learning for Refining Knowledge Graphs: A Survey
π Journal: acm digital library (I.F=14.324)
πPublish year: 2020
πStudy paper
π²Channel: @ComplexNetworkAnalysis
#paper #Machine_Learning #Knowledge_Graphs #Survey
π Journal: acm digital library (I.F=14.324)
πPublish year: 2020
πStudy paper
π²Channel: @ComplexNetworkAnalysis
#paper #Machine_Learning #Knowledge_Graphs #Survey
π₯4π2π1
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
π Study the paper
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),
π Study the paper
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),
π Study the paper
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
π Study the paper
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
π Study the paper
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
π Study the paper
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
π Study the paper
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
π Study the paper
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
π Study the paper
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
π Study the paper
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
π Study the paper
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
π Study the paper
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)
π Study the paper
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
π Study the paper
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