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Evolving Knowledge Graph Representation Learning with Multiple Attention Strategies for Citation Recommendation System

https://doi.org/10.1145/3635273
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-3-319-93417-4_38openalex-snapshot
Modeling Relational Data with Graph Convolutional Networks
inferredcites →https://doi.org/10.1007/978-981-15-7984-4_1openalex-snapshot
Content-Based Hybrid Deep Neural Network Citation Recommendation Method
inferredcites →https://doi.org/10.1007/s00521-021-06135-yopenalex-snapshot
Citation recommendation employing heterogeneous bibliographic network embedding
inferredcites →https://doi.org/10.1007/s00521-021-06573-8openalex-snapshot
Poisoning attacks against knowledge graph-based recommendation systems using deep reinforcement learning
inferredcites →https://doi.org/10.1007/s10489-021-03136-1openalex-snapshot
Explainable mutual fund recommendation system developed based on knowledge graph embeddings
inferredcites →https://doi.org/10.1007/s10994-013-5363-6openalex-snapshot
A semantic matching energy function for learning with multi-relational data
inferredcites →https://doi.org/10.1016/j.eswa.2023.120806openalex-snapshot
OpenMetaRec: Open-metapath heterogeneous dual attention network for paper recommendation
inferredcites →https://doi.org/10.1016/j.inffus.2022.10.006openalex-snapshot
Attentive gated graph sequence neural network-based time-series information fusion for financial trading
inferredcites →https://doi.org/10.1109/access.2018.2890388openalex-snapshot
Scientific Paper Recommendation: A Survey
inferredcites →https://doi.org/10.1109/access.2021.3071306openalex-snapshot
Deep Learning Model for House Price Prediction Using Heterogeneous Data Analysis Along With Joint Self-Attention Mechanism
inferredcites →https://doi.org/10.1109/asonam.2014.6921643openalex-snapshot
Recommendation in Academia: A joint multi-relational model
inferredcites →https://doi.org/10.1109/tkde.2016.2598561openalex-snapshot
A survey of heterogeneous information network analysis
inferredcites →https://doi.org/10.1109/tkde.2018.2833443openalex-snapshot
Heterogeneous Information Network Embedding for Recommendation
inferredcites →https://doi.org/10.1109/waina.2010.35openalex-snapshot
A Framework for Tag-Based Research Paper Recommender System: An IR Approach
inferredcites →https://doi.org/10.1145/1401890.1402008openalex-snapshot
ArnetMiner
inferredcites →https://doi.org/10.1145/2020408.2020480openalex-snapshot
Collaborative topic modeling for recommending scientific articles
inferredcites →https://doi.org/10.1145/3038912.3052569openalex-snapshot
Neural Collaborative Filtering
inferredcites →https://doi.org/10.1145/3097983.3098096openalex-snapshot
Dynamic Attention Deep Model for Article Recommendation by Learning Human Editors' Demonstration
inferredcites →https://doi.org/10.1145/3106426.3106479openalex-snapshot
A graph based approach to scientific paper recommendation
inferredcites →https://doi.org/10.1145/3109859.3109890openalex-snapshot
Interpretable Convolutional Neural Networks with Dual Local and Global Attention for Review Rating Prediction
inferredcites →https://doi.org/10.1145/3132847.3132919openalex-snapshot
Attributed Network Embedding for Learning in a Dynamic Environment
inferredcites →https://doi.org/10.1145/3132847.3133005openalex-snapshot
Interacting Attention-gated Recurrent Networks for Recommendation
inferredcites →https://doi.org/10.1145/3178876.3186070openalex-snapshot
Neural Attentional Rating Regression with Review-level Explanations
inferredcites →https://doi.org/10.1145/3219819.3220086openalex-snapshot
Multi-Pointer Co-Attention Networks for Recommendation
inferredcites →https://doi.org/10.1145/3269206.3271733openalex-snapshot
Point-of-Interest Recommendation
inferredcites →https://doi.org/10.1145/3404995openalex-snapshot
Venue Topic Model–enhanced Joint Graph Modelling for Citation Recommendation in Scholarly Big Data
inferredcites →https://doi.org/10.1145/3437963.3441739openalex-snapshot
AutoCite: Multi-Modal Representation Fusion for Contextual Citation Generation
inferredcites →https://doi.org/10.1145/3532192openalex-snapshot
Modeling Cross-session Information with Multi-interest Graph Neural Networks for the Next-item Recommendation
inferredcites →https://doi.org/10.1145/3582562openalex-snapshot
Reinforced PU-learning with Hybrid Negative Sampling Strategies for Recommendation
inferredcites →https://doi.org/10.1609/aaai.v32i1.11849openalex-snapshot
HARP: Hierarchical Representation Learning for Networks
inferredcites →https://doi.org/10.1609/aaai.v32i1.11872openalex-snapshot
GraphGAN: Graph Representation Learning With Generative Adversarial Nets
inferredcites →https://doi.org/10.1609/aaai.v34i04.5815openalex-snapshot
Diachronic Embedding for Temporal Knowledge Graph Completion
inferredcites →https://doi.org/10.1609/aaai.v34i04.5984openalex-snapshot
EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs
inferredcites →https://doi.org/10.1609/aaai.v36i10.21397openalex-snapshot
DisenCite: Graph-Based Disentangled Representation Learning for Context-Specific Citation Generation
inferredcites →https://doi.org/10.3115/v1/d14-1150openalex-snapshot
Citation-Enhanced Keyphrase Extraction from Research Papers: A Supervised Approach
inferredcites →https://doi.org/10.48550/arxiv.1508.04025openalex-snapshot
Effective Approaches to Attention-based Neural Machine Translation
inferredcites →https://doi.org/10.48550/arxiv.1905.11485openalex-snapshot
Representation Learning for Dynamic Graphs: A Survey
inferredcites →https://doi.org/10.48550/arxiv.1911.07893openalex-snapshot
Temporal Knowledge Graph Embedding Model based on Additive Time Series Decomposition

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1007/978-3-032-20897-2_50openalex-snapshot
INSPIRE: A System that Models Authorial Intent for Scholarly Paper Recommendation
inferred← citeshttps://doi.org/10.1007/978-981-95-5719-6_23openalex-snapshot
LE2C: LLM-Enhanced Event Evolutionary Graph for Explainable Classification
inferred← citeshttps://doi.org/10.1007/s10791-024-09479-wopenalex-snapshot
Temporal dual-target cross-domain recommendation framework for next basket recommendation
inferred← citeshttps://doi.org/10.1007/s11192-026-05755-2openalex-snapshot
CRM-RMS: context-aware citation recommender model using recurrent reasoning memory network over SPECTER
inferred← citeshttps://doi.org/10.1007/s42979-025-03919-0openalex-snapshot
Adaptive Attention Mechanisms Based Multicriteria Recommender Systems for Improved User Preference Discovery
inferred← citeshttps://doi.org/10.1016/j.inffus.2025.103922openalex-snapshot
Beyond topology-based graph mining: Deep analysis research networks via evolutionary topology and content fusion
inferred← citeshttps://doi.org/10.1016/j.infsof.2024.107521openalex-snapshot
Towards assessing the quality of knowledge graphs via differential testing
inferred← citeshttps://doi.org/10.1016/j.joi.2024.101607openalex-snapshot
Citation recommendation based on argumentative zoning of user queries
inferred← citeshttps://doi.org/10.1016/j.mex.2025.103583openalex-snapshot
Findme-scholar: a contextual researcher recommender system for enhancing research collaboration using adaptive topic interest area modelling
inferred← citeshttps://doi.org/10.1016/j.neunet.2024.106601openalex-snapshot
Knowledge graph confidence-aware embedding for recommendation
inferred← citeshttps://doi.org/10.1109/iecct68664.2026.11542161openalex-snapshot
Knowledge Graphs and Analysis for Research Communities
inferred← citeshttps://doi.org/10.1145/3797954openalex-snapshot
Align Sequential Collaborative Signals and Text Semantics for Citation Recommendation: A Hybrid Perspective
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