اکنون در دسترس! پژوهش تلگرام ۲۰۲۵ — مهمترین بینشهای سال 
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آرشیو پست ها
📑 Ideological Isolation in Online Social Networks: A Survey of Computational Definitions, Metrics, and Mitigation Strategies
🗓 Publish year: 2026
🧑💻Authors: Xiaodan Wang, Yanbin Liub, Shiqing Wu, ...
🏢University: Yanbian University, China - Auckland University of Technology, New Zealand - University of Tasmania, Australia
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⚡️Channel: @ComplexNetworkAnalysis
#review #isolation
📃 Transformers for Graph-based Recommender Systems: A Survey
📕 Journal: Machine Intelligence Research (I.F.=8.7)
🗓 Publish year: 2026
🧑💻Authors: Lorenzo Zangari, Silvio Raso & Andrea Tagarelli
🏢University: University of Calabria, Italy
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⚡️Channel: @ComplexNetworkAnalysis
#review #transformer #recommender
🎥 AI in Graph Learning
🎞 Watch
⚡️Channel: @ComplexNetworkAnalysis
#video #graph_learning #ai
📄 Graph-based Spatio-Temporal Analytics: A Systematic Review
📕 Journal: Networks and Spatial Economics (I.F.=1.5)
🗓 Publish year: 2026
🧑💻Authors: Farah Ilyana Hairuddin, Suhaibah Azri & Uznir Ujang
🏢University: Universiti Teknologi Malaysia, Johor, Malaysia
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⚡️Channel: @ComplexNetworkAnalysis
#review #spatio #temporal
📃 Power and Control in Complex Networks: A Taxonomy and Critical Review
🗓 Publish year: 2026
🧑💻Authors: Alessio Abeltino, Tiziano Bacaloni, Andrea Bernardini, ...
🏢University: Fondazione Ugo Bordoni, Italy.
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⚡️Channel: @ComplexNetworkAnalysis
#review #control #power
📑 Graph Transformers: A Survey
📙 Journal: IEEE Access (I.F.=3.6)
🗓 Publish year: 2025
🧑💻Authors: Ahsan Shehzad , Feng Xia, Shagufta Abid, ...
🏢Universities: Dalian University of Technology, China - RMIT University & Federation University Australia, Australia
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⚡️Channel: @ComplexNetworkAnalysis
#review #transformers
🎥 Introduction to Neural Networks for Scientists
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⚡️Channel: @ComplexNetworkAnalysis
#video #neural_networks
📃Social Network Analysis: A Novel Paradigm for Improving Community Detection
🗓 Publish year: 2025
📘Journal: International Journal of Computational Intelligence Systems (I.F=3)
🧑💻Authors: Rodrigo Hernández , Inmaculada Gutiérrez, Javier Castro
🏢University: Complutense University of Madrid, Spain
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📱Channel: @ComplexNetworkAnalysis
#paper #Community_Detection
Repost from Bioinformatics
📃Navigating the Computational Landscape for Drug Repurposing
📘 Journal: Annual Review of Pharmacology and Toxicology (I.F.=13.1)
🗓Publish year: 2026
🧑💻Authors: Andrea Álvarez-Pérez, Lucía Prieto-Santamaría, Ana I. Casas,...
🏢University: Universidad Politécnica de Madrid, Spain - Maastricht University, The Netherlands - University Clinic Essen, Germany - Harvard Medical School, USA
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📲Channel: @Bioinformatics
#review #drug #repurposing
📑 A Topical Review of Graph Embedding in Graph Neural Networks
📗 Journal: IEEE Access (I.F.=3.6)
🗓 Publish year: 2025
🧑💻Authors: WB De Lemos, LDAM Ribeiro, VT Da Silva, ...
🏢Universities: Federal University of Rio Grande (FURG) & State University of Maringá (UEM), Brazil
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⚡️Channel: @ComplexNetworkAnalysis
#review #embedding #gnn
📄 Graph Neural Networks for Collaborative Filtering: A Survey on Ranking Prediction
📗 Journal: IEEE Access (I.F.=3.6)
🗓 Publish year: 2026
🧑💻Authors: Tin T. Tran, Loc Tan Nguyen and Nguyen Ngoc Phien
🏢University: Ton Duc Thang University, Vietnam
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⚡️Channel: @ComplexNetworkAnalysis
#review #gnn #collaborative_filtering
+2
📃 A Survey of Link Prediction in Temporal Networks
📙 Journal: SN Computer Science
🗓 Publish year: 2026
🧑💻Authors: Jiafeng Xiong, Ahmad Zareie, Rizos Sakellariou
🏢Universities: University of Manchester & University of Bradford, UK
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⚡️Channel: @ComplexNetworkAnalysis
#review #link_predition #temporal
📑 A comprehensive review of recommender systems: Transitioning from theory to practice
📘 Journal: Computer Science Review (I.F.=12.7)
🗓 Publish year: 2026
🧑💻Authors: Shaina Raza, Mizanur Rahman, Safiullah Kamawal, ...
🏢University: Vector Institute, Toronto, Canada
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⚡️Channel: @ComplexNetworkAnalysis
#review #recommender_system
📽 Introduction to NetworkX in Python for Graph Analysis and Network Science
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⚡️Channel: @ComplexNetworkAnalysis
#video #networkx #python
Repost from Bioinformatics
+3
📄 A comprehensive survey of gene co-expression network analysis: methods, tools, challenges, and future directions
📔 Journal: Network Modeling Analysis in Health Informatics and Bioinformatics (I.F.=2)
🗓Publish year: 2025
🧑💻Authors: Pallabi Patowary, Dhruba K. Bhattacharyya & Jugal Kumar Kalita
🏢Universities: Golaghat Engineering College & Tezpur University, India - University of Colorado, USA
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📲Channel: @Bioinformatics
#review #co_expression #gene
📄 Network renormalization
📓 Journal: Nature reviews physics (🔥I.F.=39.5)
🗓 Publish year: 2025
🧑💻Authors: Andrea Gabrielli, Diego Garlaschelli, Subodh P. Patil, ...
🏢Universities: Universit`a degli Studi ‘Roma Tre’ & Istituto dei Sistemi Complessi (ISC), Italy - University of Leiden, The Netherlands - Universitat de Barcelona Institute of Complex Systems (UBICS), Spain
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⚡️Channel: @ComplexNetworkAnalysis
#review #normalization
📃 LLM-empowered knowledge graph construction: A survey
🗓Publish year: 2025
🧑💻Authors: Haonan Bian
🏢University: Xidian University, China
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⚡️Channel: @ComplexNetworkAnalysis
#review #llm #knowledge_graph
📑 LLMs for Social Network Analysis: Mapping Relationships from Unstructured Survey Response
📗 Journal: Applied Sciences (I.F.=2.5)
🗓Publish year: 2026
🧑💻Authors: Ana Meštrović, Slobodan Beliga, Dino Pitoski
🏢University: University of Rijeka, Croatia
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📲Channel: @Bioinformatics
#review #llm #chatgpt
+2
📃 Large Language Models Meet Text-Attributed Graphs: A Survey of Integration Frameworks and Applications
🗓 Publish year: 2025
🧑💻Author: Guangxin Su, Hanchen Wang, Jianwei Wang, ...
🏢University: The University of New South Wales - The University of Technology Sydney, Australia & Duke University, USA
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⚡️Channel: @ComplexNetworkAnalysis
#review #llm
+2
🎓 Modeling biomedical data with graph machine learning
📕PhD thesis from Technische Universität München (TUM), Germany
🗓Publish year: 2025
📎 Study thesis
⚡️Channel: @ComplexNetworkAnalysis
#thesis #biomedical #machine_learning
