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Supervised Random Walks: Predicting and Recommending Links in Social Networks

: 소셜 네트워크에서 링크 예측은 매우 중요한 문제입니다. 이는 네트워크의 역동성과 노드 간의 상호 작용을 이해하는 데 핵심적인 역할을 하기 때문입니다. 본 논문에서는 기존 연구들이 전체 네트워크 구조에 초점을 맞춘 반면, 개별 엣지 생성 수준에서의 메커니즘을 탐구하고자 합니다. 소셜 네트워크가 어떻게 진화하고 새로운 링크가 형성되는지에 대한 근본적인 질문을 던지고 있습니다. 연구진은 감독형 랜덤 워크라는 독특한 접근 방식을 제안합니다. 이 방법은 네트워크 구조와 노드 및 엣지 속성을 결합하여 미래의 링크 생성에 대한 통찰력을 제공

Supervised Random Walks: Predicting and Recommending Links in Social Networks

Surf3R: Rapid Surface Reconstruction from Sparse RGB Views in Seconds

Survey on Individual Differences in Visualization

SymLight: Exploring Interpretable and Deployable Symbolic Policies for Traffic Signal Control

Symmetries for the Ablowitz-Ladik hierarchy: I. Four-potential case

System Virtualization and Efficient ID Transmission Method for RFID Tag Infrastructure Network

Taming Serverless Cold Starts Through OS Co-Design

Target tracking in the recommender space: Toward a new recommender system based on Kalman filtering

Text to model via SysML: Automated generation of dynamical system computational models from unstructured natural language text via enhanced System Modeling Language diagrams

The Axial Anomaly and Large Pulsar Kicks

The backbone of the climate network

The communication complexity of non-signaling distributions

The FM Agent

The Formalism-Implementation Gap in Reinforcement Learning Research

The Fundamentals of Policy Crowdsourcing

The Geometric View of Theories

The Geometry of Culture: Analyzing Meaning through Word Embeddings

The Hidden Cost of Straight Lines: Quantifying Misallocation Risk in Voronoi-based Service Area Models

The Information Content of Sarbanes-Oxley in Predicting Security Breaches

The jet schemes of the nilpotent cone of $mathfrak{gl}_n$ over $mathbb{F}_ell$ and analytic properties of the Chevalley map

The Malicious Use of Artificial Intelligence: Forecasting, Prevention, and Mitigation

The Measurement of the Hubble Constant H_0 in the Solar System

The multiple viewpoints as approach to information retrieval within collaborative development context

The origin and propagation of variability in the outflows of long duration gamma-ray bursts

The price of ignorance: The impact of side-information on delay for lossless source-coding

The Sample Complexity of Dictionary Learning

Theory and design of a phase-inverted balanced coupled-line DC-blocker

Time and ensemble averaging in time series analysis

Timed Parity Games: Complexity and Robustness

Toward Intelligent Autonomous Agents for Cyber Defense: Report of the 2017 Workshop by the North Atlantic Treaty Organization (NATO) Research Group IST-152-RTG

Towards Automatic & Personalised Mobile Health Interventions: An Interactive Machine Learning Perspective

Towards Practical Implementation of Deep Random Secrecy

Towards Theory of Massive-Parallel Proofs. Cellular Automata Approach

Training a Large Scale Classifier with the Quantum Adiabatic Algorithm

Transport in networks with multiple sources and sinks

Two generalizations on the minimum Hamming distance of repeated-root constacyclic codes

Two-dimensional generalization of the Muller root-finding algorithm and its applications

Two-photon nonlinear spectroscopy of periodically trapped ultracold atoms in a cavity

Type-I bursts within outbursts of IGR J17473-2721

Uncovering Competency Gaps in Large Language Models and Their Benchmarks

Understanding the Generalization of Stochastic Gradient Adam in Learning Neural Networks

Universality for the focusing nonlinear Schroedinger equation at the gradient catastrophe point: Rational breathers and poles of the tritronquee solution to Painleve I

Universally Utility-Maximizing Privacy Mechanisms

Unvalidated Trust: Cross-Stage Vulnerabilities in Large Language Model Architectures

Using Humanoid Robot to Instruct and Evaluate Performance of a Physical Task

Variable TeV emission as a manifestation of jet formation in M87?

VFocus: Better Verilog Generation from Large Language Model via Focused Reasoning

VolSegGS: Segmentation and Tracking in Dynamic Volumetric Scenes via Deformable 3D Gaussians

When Cultures Meet: Modelling Cross-Cultural Knowledge Spaces

Window-Based Greedy Contention Management for Transactional Memory

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