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πŸ“‘ A comprehensive review of recommender systems: Transitioning from theory to practice

πŸ“˜ Journal: Computer Science Review (I.F.=12.7)
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Publish year: 2026

πŸ§‘β€πŸ’»Authors: Shaina Raza, Mizanur Rahman, Safiullah Kamawal, ...
🏒University: Vector Institute, Toronto, Canada

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⚑️Channel: @ComplexNetworkAnalysis
#review #recommender_system
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πŸ“ƒ A Survey of Link Prediction in Temporal Networks

πŸ“™ Journal: SN Computer Science
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Publish year: 2026

πŸ§‘β€πŸ’»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
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πŸ“„ Graph Neural Networks for Collaborative Filtering: A Survey on Ranking Prediction

πŸ“— Journal: IEEE Access (I.F.=3.6)
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Publish year: 2026

πŸ§‘β€πŸ’»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
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πŸ“‘ A Topical Review of Graph Embedding in Graph Neural Networks

πŸ“— Journal: IEEE Access (I.F.=3.6)
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Publish year: 2025

πŸ§‘β€πŸ’»Authors: WB De Lemos, LDAM Ribeiro, VT Da Silva, ...
🏒Universities: Federal University of Rio Grande (FURG) & State University of MaringÑ (UEM), Brazil

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⚑️Channel: @ComplexNetworkAnalysis
#review #embedding #gnn
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Forwarded from Bioinformatics
πŸ“ƒNavigating the Computational Landscape for Drug Repurposing

πŸ“˜ Journal: Annual Review of Pharmacology and Toxicology (I.F.=13.1)
πŸ—“Publish year: 2026

πŸ§‘β€πŸ’»Authors: Andrea Álvarez-PΓ©rez, LucΓ­a Prieto-SantamarΓ­a, 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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πŸ“²Channel: @Bioinformatics
#review #drug #repurposing
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πŸ“ƒSocial Network Analysis: A Novel Paradigm for Improving Community Detection

πŸ—“ Publish year: 2025
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Journal: International Journal of Computational Intelligence Systems (I.F=3)

πŸ§‘β€πŸ’»Authors: Rodrigo HernΓ‘ndez , Inmaculada GutiΓ©rrez, Javier Castro

🏒University: Complutense University of Madrid, Spain

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πŸ“±Channel: @ComplexNetworkAnalysis
#paper #Community_Detection
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πŸ“‘ Graph Transformers: A Survey

πŸ“™ Journal: IEEE Transactions on Neural Networks and Learning Systems (I.F.=8.9)
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Publish year: 2025

πŸ§‘β€πŸ’»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
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πŸ“ƒ Power and Control in Complex Networks: A Taxonomy and Critical Review

πŸ—“ Publish year: 2026

πŸ§‘β€πŸ’»Authors: Alessio Abeltino, Tiziano Bacaloni, Andrea Bernardini, ...
🏒University: Fondazione Ugo Bordoni, Italy.

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⚑️Channel: @ComplexNetworkAnalysis
#review #control #power
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πŸ“„ Graph-based Spatio-Temporal Analytics: A Systematic Review

πŸ“• Journal: Networks and Spatial Economics (I.F.=1.5)
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Publish year: 2026

πŸ§‘β€πŸ’»Authors: Farah Ilyana Hairuddin, Suhaibah Azri & Uznir Ujang
🏒University: Universiti Teknologi Malaysia, Johor, Malaysia

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⚑️Channel: @ComplexNetworkAnalysis
#review #spatio #temporal
❀1
πŸ“ƒ Transformers for Graph-based Recommender Systems: A Survey

πŸ“• Journal: Machine Intelligence Research (I.F.=8.7)
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Publish year: 2026

πŸ§‘β€πŸ’»Authors: Lorenzo Zangari, Silvio Raso & Andrea Tagarelli
🏒University: University of Calabria, Italy

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⚑️Channel: @ComplexNetworkAnalysis
#review #transformer #recommender
πŸ“‘ Ideological Isolation in Online Social Networks: A Survey of Computational Definitions, Metrics, and Mitigation Strategies

πŸ—“ Publish year: 2026

πŸ§‘β€πŸ’»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
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πŸ“ƒ A survey on learning from graphs with heterophily: recent advances and future directions

πŸ““ Journal: Frontiers of Computer Science (I.F.=4.6)
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Publish year: 2026

πŸ§‘β€πŸ’»Authors: Cheng-Hua Gong, Yao Cheng, Jian-Xiang Yu, ...
🏒University: East China Normal University & Microsoft Research Asia, China - Nanyang Technological University, Singapore

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⚑️Channel: @ComplexNetworkAnalysis
#review #hetrophily
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