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Explicit Knowledge Graph Reasoning for Conversational Recommendation

https://doi.org/10.1145/3637216
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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/s00778-021-00700-6openalex-snapshot
Fast-adapting and privacy-preserving federated recommender system
inferredcites →https://doi.org/10.1016/j.aiopen.2021.06.002openalex-snapshot
Advances and challenges in conversational recommender systems: A survey
inferredcites →https://doi.org/10.1016/j.websem.2009.07.002openalex-snapshot
DBpedia - A crystallization point for the Web of Data
inferredcites →https://doi.org/10.1109/icde.2019.00035openalex-snapshot
AIR: Attentional Intention-Aware Recommender Systems
inferredcites →https://doi.org/10.1109/icde48307.2020.00125openalex-snapshot
Sequence-Aware Factorization Machines for Temporal Predictive Analytics
inferredcites →https://doi.org/10.1109/icdm.2019.00071openalex-snapshot
DMFP: A Dynamic Multi-faceted Fine-Grained Preference Model for Recommendation
inferredcites →https://doi.org/10.1109/tkde.2017.2750683openalex-snapshot
Computing Crowd Consensus with Partial Agreement
inferredcites →https://doi.org/10.1145/3209978.3210002openalex-snapshot
Conversational Recommender System
inferredcites →https://doi.org/10.1145/3219819.3219965openalex-snapshot
Leveraging Meta-path based Context for Top- N Recommendation with A Neural Co-Attention Model
inferredcites →https://doi.org/10.1145/3240508.3240605openalex-snapshot
Knowledge-aware Multimodal Dialogue Systems
inferredcites →https://doi.org/10.1145/3269206.3271776openalex-snapshot
Towards Conversational Search and Recommendation
inferredcites →https://doi.org/10.1145/3292500.3330989openalex-snapshot
KGAT
inferredcites →https://doi.org/10.1145/3292500.3330991openalex-snapshot
A Visual Dialog Augmented Interactive Recommender System
inferredcites →https://doi.org/10.1145/3336191.3371769openalex-snapshot
Estimation-Action-Reflection: Towards Deep Interaction Between Conversational and Recommender Systems
inferredcites →https://doi.org/10.1145/3357384.3357805openalex-snapshot
Query-based Interactive Recommendation by Meta-Path and Adapted Attention-GRU
inferredcites →https://doi.org/10.1145/3366423.3380170openalex-snapshot
Next Point-of-Interest Recommendation on Resource-Constrained Mobile Devices
inferredcites →https://doi.org/10.1145/3394486.3403143openalex-snapshot
Improving Conversational Recommender Systems via Knowledge Graph based Semantic Fusion
inferredcites →https://doi.org/10.1145/3394486.3403258openalex-snapshot
Interactive Path Reasoning on Graph for Conversational Recommendation
inferredcites →https://doi.org/10.1145/3394592openalex-snapshot
CRSAL
inferredcites →https://doi.org/10.1145/3404835.3462839openalex-snapshot
Learning to Ask Appropriate Questions in Conversational Recommendation
inferredcites →https://doi.org/10.1145/3404835.3462913openalex-snapshot
Unified Conversational Recommendation Policy Learning via Graph-based Reinforcement Learning
inferredcites →https://doi.org/10.1145/3404835.3463247openalex-snapshot
HOOPS: Human-in-the-Loop Graph Reasoning for Conversational Recommendation
inferredcites →https://doi.org/10.1145/3442381.3449813openalex-snapshot
Graph Embedding for Recommendation against Attribute Inference Attacks
inferredcites →https://doi.org/10.1145/3447548.3467220openalex-snapshot
Learning Elastic Embeddings for Customizing On-Device Recommenders
inferredcites →https://doi.org/10.1145/3459637.3482448openalex-snapshot
Lightweight Self-Attentive Sequential Recommendation
inferredcites →https://doi.org/10.1145/3477495.3531830openalex-snapshot
Conversational Recommendation via Hierarchical Information Modeling
inferredcites →https://doi.org/10.1145/3477495.3531844openalex-snapshot
Learning to Infer User Implicit Preference in Conversational Recommendation
inferredcites →https://doi.org/10.1145/3477495.3532066openalex-snapshot
Thinking inside The Box
inferredcites →https://doi.org/10.1145/3539597.3570426openalex-snapshot
Variational Reasoning over Incomplete Knowledge Graphs for Conversational Recommendation
inferredcites →https://doi.org/10.1145/3539618.3591653openalex-snapshot
Continuous Input Embedding Size Search For Recommender Systems
inferredcites →https://doi.org/10.1145/3539618.3591671openalex-snapshot
DREAM: Adaptive Reinforcement Learning based on Attention Mechanism for Temporal Knowledge Graph Reasoning
inferredcites →https://doi.org/10.1145/3543507.3583192openalex-snapshot
Enhancing User Personalization in Conversational Recommenders
inferredcites →https://doi.org/10.1145/357417.357420openalex-snapshot
An iterative design methodology for user-friendly natural language office information applications
inferredcites →https://doi.org/10.1145/564376.564421openalex-snapshot
Methods and metrics for cold-start recommendations
inferredcites →https://doi.org/10.1609/aaai.v33i01.33015329openalex-snapshot
Explainable Reasoning over Knowledge Graphs for Recommendation
inferredcites →https://doi.org/10.1609/aaai.v34i05.6508openalex-snapshot
Relational Graph Neural Network with Hierarchical Attention for Knowledge Graph Completion
inferredcites →https://doi.org/10.18653/v1/2020.acl-main.98openalex-snapshot
Towards Conversational Recommendation over Multi-Type Dialogs
inferredcites →https://doi.org/10.18653/v1/2020.coling-main.369openalex-snapshot
Suggest me a movie for tonight: Leveraging Knowledge Graphs for Conversational Recommendation
inferredcites →https://doi.org/10.18653/v1/2020.coling-main.463openalex-snapshot
User Memory Reasoning for Conversational Recommendation
inferredcites →https://doi.org/10.18653/v1/2020.emnlp-main.373openalex-snapshot
Unsupervised Commonsense Question Answering with Self-Talk
inferredcites →https://doi.org/10.18653/v1/2020.emnlp-main.54openalex-snapshot
Language Generation with Multi-Hop Reasoning on Commonsense Knowledge Graph
inferredcites →https://doi.org/10.18653/v1/2020.emnlp-main.99openalex-snapshot
Scalable Multi-Hop Relational Reasoning for Knowledge-Aware Question Answering
inferredcites →https://doi.org/10.18653/v1/d17-1060openalex-snapshot
DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning
inferredcites →https://doi.org/10.18653/v1/d17-1238openalex-snapshot
Why We Need New Evaluation Metrics for NLG
inferredcites →https://doi.org/10.18653/v1/d19-1189openalex-snapshot
Towards Knowledge-Based Recommender Dialog System
inferredcites →https://doi.org/10.18653/v1/d19-1203openalex-snapshot
Recommendation as a Communication Game: Self-Supervised Bot-Play for Goal-oriented Dialogue
inferredcites →https://doi.org/10.18653/v1/d19-1242openalex-snapshot
PullNet: Open Domain Question Answering with Iterative Retrieval on Knowledge Bases and Text
inferredcites →https://doi.org/10.18653/v1/d19-1333openalex-snapshot
QAInfomax: Learning Robust Question Answering System by Mutual Information Maximization
inferredcites →https://doi.org/10.18653/v1/p18-1205openalex-snapshot
Personalizing Dialogue Agents: I have a dog, do you have pets too?
inferredcites →https://doi.org/10.18653/v1/p19-1081openalex-snapshot
OpenDialKG: Explainable Conversational Reasoning with Attention-based Walks over Knowledge Graphs
inferredcites →https://doi.org/10.18653/v1/p19-1417openalex-snapshot
Improving Question Answering over Incomplete KBs with Knowledge-Aware Reader
inferredcites →https://doi.org/10.18653/v1/p19-1617openalex-snapshot
Dynamically Fused Graph Network for Multi-hop Reasoning
inferredcites →https://doi.org/10.2737/fpl-gtr-290openalex-snapshot
Proceedings
inferredcites →https://doi.org/10.3115/v1/d14-1179openalex-snapshot
Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation

What points at this work

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

inferred← citeshttps://doi.org/10.1007/978-3-031-88711-6_17openalex-snapshot
LLM is Knowledge Graph Reasoner: LLM’s Intuition-Aware Knowledge Graph Reasoning for Cold-Start Sequential Recommendation
inferred← citeshttps://doi.org/10.1007/978-3-032-01940-0_1openalex-snapshot
Resource-Efficient Model Deployment for Enterprise AI
inferred← citeshttps://doi.org/10.1007/978-981-92-3444-8_34openalex-snapshot
EmoThink: Multimodal Emotion Recognition via Active Visual Cognition and Chain-of-Thought Reasoning
inferred← citeshttps://doi.org/10.1007/s10489-025-06549-4openalex-snapshot
Big data fusion with knowledge graph: a comprehensive overview
inferred← citeshttps://doi.org/10.1007/s12530-025-09770-1openalex-snapshot
Optimizing path reasoning scheme to improve conversational recommendation system
inferred← citeshttps://doi.org/10.1007/s40747-024-01442-yopenalex-snapshot
Multi-source information contrastive learning collaborative augmented conversational recommender systems
inferred← citeshttps://doi.org/10.1007/s44196-024-00625-2openalex-snapshot
KMPR-AEP: Knowledge-Enhanced Multi-task Parallelized Recommendation Algorithm Incorporating Attention-Embedded Propagation
inferred← citeshttps://doi.org/10.1007/s44443-025-00165-5openalex-snapshot
Intent-aware personalized feedback generation from coach-athlete dialogues in sports training
inferred← citeshttps://doi.org/10.1016/j.asoc.2026.116469openalex-snapshot
Zero-shot temporal knowledge graph completion: An LLM-guided approach
inferred← citeshttps://doi.org/10.1016/j.cosrev.2026.101067openalex-snapshot
Evolution of recommender systems: Approaches, advances, paradigm shifts, and future directions
inferred← citeshttps://doi.org/10.1016/j.inffus.2025.103638openalex-snapshot
Multi-type context-aware conversational recommender systems via mixture-of-experts
inferred← citeshttps://doi.org/10.1016/j.ins.2025.122067openalex-snapshot
A group recommendation method based on automatically integrating members' preferences via taking advantages of LLM
inferred← citeshttps://doi.org/10.1016/j.ipm.2025.104463openalex-snapshot
When Temporal Knowledge Graph meets multi-modality: A new perspective for Temporal Knowledge Graph Forecasting
inferred← citeshttps://doi.org/10.1016/j.neucom.2025.130564openalex-snapshot
Q&A driven conversational recommendation integrating multiple interest modeling
inferred← citeshttps://doi.org/10.1016/j.neucom.2026.133943openalex-snapshot
Sequential recommendation via knowledge graph-enhanced multi-relational learning and temporal-aware user preference modeling
inferred← citeshttps://doi.org/10.1016/j.patcog.2025.112104openalex-snapshot
Neural recommendation by user-item-user and item-user-item relation modeling
inferred← citeshttps://doi.org/10.1108/k-11-2024-3110openalex-snapshot
Enhancing intelligent marketing systems: a multi-layer hypernetwork approach integrating evidence theory for influential node identification
inferred← citeshttps://doi.org/10.1109/icccnt61001.2024.10723870openalex-snapshot
From Conversations to Knowledge: Enriching Movie Datasets with Knowledge Graph
inferred← citeshttps://doi.org/10.1109/icse-companion66252.2025.00048openalex-snapshot
User Perceptions of Ethical Issues in Software
inferred← citeshttps://doi.org/10.1109/ijcnn64981.2025.11228512openalex-snapshot
Collaborative Enhancement of Long-term and Short-term Interests with Diffusion Optimization for Conversational Recommendation
inferred← citeshttps://doi.org/10.1109/ijcnn64981.2025.11229009openalex-snapshot
ContxE: Attention-based Context Aggregation for Temporal Knowledge Graph Completion
inferred← citeshttps://doi.org/10.1109/iscait69154.2026.11477469openalex-snapshot
Design of a Large Model and Knowledge Graph Fusion Recommendation System Based on Inference-Closed Loops
inferred← citeshttps://doi.org/10.1109/sse72781.2026.00049openalex-snapshot
An LLM-enhanced Framework for Assessing Student Knowledge Mastery in Software Engineering Education
inferred← citeshttps://doi.org/10.1109/tbdata.2026.3702386openalex-snapshot
Reliable Hard Negative Sampling for Implicit Collaborative Filtering
inferred← citeshttps://doi.org/10.1109/tpami.2026.3655896openalex-snapshot
CAKGE: Context-Aware Adaptive Learning for Dynamic Knowledge Graph Embeddings
inferred← citeshttps://doi.org/10.1142/s0218126626500374openalex-snapshot
Improved Neural Collaborative Filtering Algorithm for Personalized Training Plan Recommendations
inferred← citeshttps://doi.org/10.1145/3660521openalex-snapshot
XLORE 3: A Large-Scale Multilingual Knowledge Graph from Heterogeneous Wiki Knowledge Resources
inferred← citeshttps://doi.org/10.1145/3663528openalex-snapshot
Special Issue on Responsible Recommender Systems Part 1
inferred← citeshttps://doi.org/10.1145/3686806openalex-snapshot
Neural-Symbolic Methods for Knowledge Graph Reasoning: A Survey
inferred← citeshttps://doi.org/10.1145/3703323.3703704openalex-snapshot
Knowledge Enrichment for Conversational Recommendations
inferred← citeshttps://doi.org/10.1145/3705328.3748152openalex-snapshot
Model Meets Knowledge: Analyzing Knowledge Types for Conversational Recommender Systems
inferred← citeshttps://doi.org/10.1145/3712588openalex-snapshot
Augmentation with Neighboring Information for Conversational Recommendation
inferred← citeshttps://doi.org/10.1145/3774904.3792152openalex-snapshot
Not All Information Brings Benefits: Personalization-Driven Agent Debate for Conversational Recommendation
inferred← citeshttps://doi.org/10.1177/14727978241313261openalex-snapshot
Design of dynamic career path recommendation system based on Markov decision process
inferred← citeshttps://doi.org/10.1177/30504554251347451openalex-snapshot
Multi-Aspect Graph Representation Feature Integration for Recommender Dialogue System
inferred← citeshttps://doi.org/10.1186/s40691-025-00435-wopenalex-snapshot
Application of the FEA consumer needs model in e-commerce: a conversational recommendation system for fashion products
inferred← citeshttps://doi.org/10.1590/1807-7692bar2026250053openalex-snapshot
Knowledge Management and Profitability: The Critical Role of Breakthrough Innovation as a Catalyst
inferred← citeshttps://doi.org/10.18653/v1/2023.findings-emnlp.657openalex-snapshot
Salespeople vs SalesBot: Exploring the Role of Educational Value in Conversational Recommender Systems
inferred← citeshttps://doi.org/10.2139/ssrn.7447115openalex-snapshot
TDEX: A Three-Way Decision Framework for ExplainableConversational Recommendation with Knowledge Graph Reasoning
inferred← citeshttps://doi.org/10.3724/2096-7004.di.2025.0040openalex-snapshot
Clarifying user Preference with Maximum Entropy Based Recommendation
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