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Social Collaborative Viewpoint Regression with Explainable Recommendations

https://doi.org/10.1145/3018661.3018686
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What this work says

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

inferredcites →https://doi.org/10.1002/asi.21662openalex-snapshot
Sentiment strength detection for the social web
inferredcites →https://doi.org/10.1007/978-0-387-85820-3_15openalex-snapshot
Designing and Evaluating Explanations for Recommender Systems
inferredcites →https://doi.org/10.1007/978-0-387-85820-3_3openalex-snapshot
Content-based Recommender Systems: State of the Art and Trends
inferredcites →https://doi.org/10.1109/mc.2009.263openalex-snapshot
Matrix Factorization Techniques for Recommender Systems
inferredcites →https://doi.org/10.1109/tpami.2013.50openalex-snapshot
Representation Learning: A Review and New Perspectives
inferredcites →https://doi.org/10.1109/tpami.2016.2605085openalex-snapshot
Social Collaborative Filtering by Trust
inferredcites →https://doi.org/10.1126/science.1127647openalex-snapshot
Reducing the Dimensionality of Data with Neural Networks
inferredcites →https://doi.org/10.1145/1143844.1143967openalex-snapshot
Topic modeling
inferredcites →https://doi.org/10.1145/1341531.1341561openalex-snapshot
A holistic lexicon-based approach to opinion mining
inferredcites →https://doi.org/10.1145/1502650.1502661openalex-snapshot
Tagsplanations
inferredcites →https://doi.org/10.1145/1571941.1571977openalex-snapshot
On social networks and collaborative recommendation
inferredcites →https://doi.org/10.1145/1571941.1571978openalex-snapshot
Learning to recommend with social trust ensemble
inferredcites →https://doi.org/10.1145/1864708.1864736openalex-snapshot
A matrix factorization technique with trust propagation for recommendation in social networks
inferredcites →https://doi.org/10.1145/1864708.1864764openalex-snapshot
List-wise learning to rank with matrix factorization for collaborative filtering
inferredcites →https://doi.org/10.1145/192844.192905openalex-snapshot
GroupLens
inferredcites →https://doi.org/10.1145/1963405.1963481openalex-snapshot
Like like alike
inferredcites →https://doi.org/10.1145/2020408.2020480openalex-snapshot
Collaborative topic modeling for recommending scientific articles
inferredcites →https://doi.org/10.1145/2339530.2339772openalex-snapshot
MoodLens
inferredcites →https://doi.org/10.1145/2348283.2348372openalex-snapshot
Collaborative personalized tweet recommendation
inferredcites →https://doi.org/10.1145/2348283.2348373openalex-snapshot
Exploring social influence for recommendation
inferredcites →https://doi.org/10.1145/2365952.2365981openalex-snapshot
CLiMF
inferredcites →https://doi.org/10.1145/2488388.2488487openalex-snapshot
Do social explanations work?
inferredcites →https://doi.org/10.1145/2488388.2488520openalex-snapshot
Localized matrix factorization for recommendation based on matrix block diagonal forms
inferredcites →https://doi.org/10.1145/2507157.2507163openalex-snapshot
Hidden factors and hidden topics
inferredcites →https://doi.org/10.1145/2566486.2568040openalex-snapshot
CoBaFi
inferredcites →https://doi.org/10.1145/2600428.2609579openalex-snapshot
Explicit factor models for explainable recommendation based on phrase-level sentiment analysis
inferredcites →https://doi.org/10.1145/2623330.2623758openalex-snapshot
Jointly modeling aspects, ratings and sentiments for movie recommendation (JMARS)
inferredcites →https://doi.org/10.1145/2645710.2645728openalex-snapshot
Ratings meet reviews, a combined approach to recommend
inferredcites →https://doi.org/10.1145/2661829.2662059openalex-snapshot
Collaborative Filtering Incorporating Review Text and Co-clusters of Hidden User Communities and Item Groups
inferredcites →https://doi.org/10.1145/2736277.2741077openalex-snapshot
Who, What, When, and Where
inferredcites →https://doi.org/10.1145/2766462.2767693openalex-snapshot
Listwise Collaborative Filtering
inferredcites →https://doi.org/10.1145/2766462.2767713openalex-snapshot
Summarizing Contrastive Themes via Hierarchical Non-Parametric Processes
inferredcites →https://doi.org/10.1145/2806416.2806474openalex-snapshot
Ad Hoc Monitoring of Vocabulary Shifts over Time
inferredcites →https://doi.org/10.1145/2806416.2806504openalex-snapshot
TriRank
inferredcites →https://doi.org/10.1145/2983323.2983710openalex-snapshot
Time-aware Multi-Viewpoint Summarization of Multilingual Social Text Streams
inferredcites →https://doi.org/10.1145/371920.372071openalex-snapshot
Item-based collaborative filtering recommendation algorithms
inferredcites →https://doi.org/10.1155/2009/421425openalex-snapshot
A Survey of Collaborative Filtering Techniques
inferredcites →https://doi.org/10.1609/aaai.v28i1.8703openalex-snapshot
Context-Aware Collaborative Topic Regression with Social Matrix Factorization for Recommender Systems
inferredcites →https://doi.org/10.18653/v1/d13-1170openalex-snapshot
Recursive Deep Models for Semantic Compositionality Over a Sentiment Treebank
inferredcites →https://doi.org/10.18653/v1/d15-1167openalex-snapshot
Document Modeling with Gated Recurrent Neural Network for Sentiment Classification
inferredcites →https://doi.org/10.18653/v1/n16-3020openalex-snapshot
“Why Should I Trust You?”: Explaining the Predictions of Any Classifier
inferredcites →https://doi.org/10.2200/s00654ed1v01y201507icr043openalex-snapshot
Click Models for Web Search
inferredcites →https://doi.org/10.3115/1073083.1073153openalex-snapshot
Thumbs up or thumbs down?
inferredcites →https://doi.org/10.3115/1118693.1118704openalex-snapshot
Thumbs up?
inferredcites →https://doi.org/10.3115/v1/p14-1146openalex-snapshot
Learning Sentiment-Specific Word Embedding for Twitter Sentiment Classification
inferredcites →https://doi.org/10.48550/arxiv.1301.3781openalex-snapshot
Efficient Estimation of Word Representations in Vector Space
inferredcites →https://doi.org/10.48550/arxiv.1304.3405openalex-snapshot
Do Social Explanations Work? Studying and Modeling the Effects of Social Explanations in Recommender Systems
inferredcites →https://doi.org/10.48550/arxiv.cs/0205070openalex-snapshot
Thumbs up? Sentiment Classification using Machine Learning Techniques
inferredcites →https://doi.org/10.48550/arxiv.cs/0212032openalex-snapshot
Thumbs Up or Thumbs Down? Semantic Orientation Applied to Unsupervised Classification of Reviews
inferredcites →https://doi.org/10.5555/944919.944937openalex-snapshot
Latent dirichlet allocation

What points at this work

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

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Cross-Feedback Factorization Recommendation with Reconstructed Features
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Improving Competitiveness: A Freelancer-Centric Approach for Recommending Reskilling Strategies
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Natural Language Processing for Recommender Systems
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A Zero Attentive Relevance Matching Network for Review Modeling in Recommendation System
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Activity Organization Queries for Location-Aware Heterogeneous Information Network
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UIContextListRank: A Listwise Recommendation Model with Social Contextual Information
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Improved Feature-Specific Collaborative Filtering Model for the Aspect-Opinion Based Product Recommendation
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PSL-Based Interpretable Generation Model for Recommendation
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Knowledge-aware attentional neural network for review-based movie recommendation with explanations
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Labeled Phrase Latent Dirichlet Allocation and its online learning algorithm
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EVE: explainable vector based embedding technique using Wikipedia
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Learning to rank aspects and opinions for comparative explanations
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Leveraging side information as adjusting embedding to improve user representation for recommendations
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A meta-feature based unified framework for both cold-start and warm-start explainable recommendations
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Recommendation model based on multi-grained interaction that fuses users’ dynamic interests
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AENAR: An aspect-aware explainable neural attentional recommender model for rating predication
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Item diversified recommendation based on influence diffusion
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HoAFM: A High-order Attentive Factorization Machine for CTR Prediction
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MGAT: Multimodal Graph Attention Network for Recommendation
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Competitive and complementary influence maximization in social network: A follower’s perspective
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Accurate and Explainable Recommendation via Hierarchical Attention Network Oriented Towards Crowd Intelligence
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METoNR: A meta explanation triplet oriented news recommendation model
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A survey for trust-aware recommender systems: A deep learning perspective
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Attentive preference personalized recommendation with sentence-level explanations
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Review-based hierarchical attention cooperative neural networks for recommendation
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Distributed learning dynamics of Multi-Armed Bandits for edge intelligence
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Improving Explainability of Recommendation System by Multi-sided Tensor Factorization
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Responsible processing of crowdsourced tourism data
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PA-GAN: Graph Attention Network for Preference-Aware Social Recommendation
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Exploiting Social Review-Enhanced Convolutional Matrix Factorization for Social Recommendation
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Item-Based Collaborative Memory Networks for Recommendation
inferred← citeshttps://doi.org/10.1109/access.2021.3054818openalex-snapshot
Collaborative Deep Forest Learning for Recommender Systems
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Improving Explainable Recommendations by Deep Review-Based Explanations
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Adaptive Learning User Implicit Trust Behavior Based on Graph Convolution Network
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Cross-Domain Explainable Recommendation Using Graph Convolutional Networks and a Topic Model
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CyberBERT: A Deep Dynamic-State Session-Based Recommender System for Cyber Threat Recognition
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SSDRec: Self-Augmented Sequence Denoising for Sequential Recommendation
inferred← citeshttps://doi.org/10.1109/icdm.2018.00082openalex-snapshot
Towards Interpretation of Recommender Systems with Sorted Explanation Paths
inferred← citeshttps://doi.org/10.1109/icdm58522.2023.00200openalex-snapshot
Contrastive Learning-based Multi-behavior Recommendation with Semantic Knowledge Enhancement
inferred← citeshttps://doi.org/10.1109/icecome.2018.8644734openalex-snapshot
Dual-Prior Review-Based Matrix Factorization for Recommendation System
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SessNet: A Deep Hybrid-state Session-based Recommender System
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Modeling Multi-View Interactions with Contrastive Graph Learning for Collaborative Filtering
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A News Recommendation Model Based on Time Awareness and News Relevance
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MCSRec: Modeling Cognitive Similarity in Sequential Recommendation with Social Networks
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Marking the Pace: A Blockchain-Enhanced Privacy-Traceable Strategy for Federated Recommender Systems
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Community Enhanced Knowledge Graph for Recommendation
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ColReg: A Generative Subjective Logic-Driven Crowd-AI Collaborative Regression Framework for Vehicle Damage Estimation
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NAIS: Neural Attentive Item Similarity Model for Recommendation
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Explainable Outfit Recommendation with Joint Outfit Matching and Comment Generation
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Knowledge Enhanced Graph Neural Networks for Explainable Recommendation
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Aspect-guided Syntax Graph Learning for Explainable Recommendation
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Hierarchical Alignment With Polar Contrastive Learning for Next-Basket Recommendation
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Adaptive Deep Modeling of Users and Items Using Side Information for Recommendation
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Personalized and Explainable Aspect‐Based Recommendation Using Latent Opinion Groups
inferred← citeshttps://doi.org/10.1145/3077136.3080771openalex-snapshot
Item Silk Road
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Personalized Key Frame Recommendation
inferred← citeshttps://doi.org/10.1145/3077136.3080822openalex-snapshot
Neural Rating Regression with Abstractive Tips Generation for Recommendation
inferred← citeshttps://doi.org/10.1145/3132847.3132926openalex-snapshot
Neural Attentive Session-based Recommendation
inferred← citeshttps://doi.org/10.1145/3159652.3159671openalex-snapshot
Micro Behaviors
inferred← citeshttps://doi.org/10.1145/3178876.3186066openalex-snapshot
TEM
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Neural Attentional Rating Regression with Review-level Explanations
inferred← citeshttps://doi.org/10.1145/3209978.3210010openalex-snapshot
Explainable Recommendation via Multi-Task Learning in Opinionated Text Data
inferred← citeshttps://doi.org/10.1145/3209978.3210185openalex-snapshot
Information Discovery in E-commerce
inferred← citeshttps://doi.org/10.1145/3289600.3290972openalex-snapshot
Taxonomy-Aware Multi-Hop Reasoning Networks for Sequential Recommendation
inferred← citeshttps://doi.org/10.1145/3289600.3290982openalex-snapshot
Social Attentional Memory Network
inferred← citeshttps://doi.org/10.1145/3291060openalex-snapshot
MMALFM
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Collective embedding for neural context-aware recommender systems
inferred← citeshttps://doi.org/10.1145/3308558.3313496openalex-snapshot
Persona-Aware Tips Generation?
inferred← citeshttps://doi.org/10.1145/3323873.3326592openalex-snapshot
Hierarchical Attention based Neural Network for Explainable Recommendation
inferred← citeshttps://doi.org/10.1145/3331184.3331192openalex-snapshot
An Efficient Adaptive Transfer Neural Network for Social-aware Recommendation
inferred← citeshttps://doi.org/10.1145/3331184.3331244openalex-snapshot
The FacT
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Personalized Fashion Recommendation with Visual Explanations based on Multimodal Attention Network
inferred← citeshttps://doi.org/10.1145/3336191.3371790openalex-snapshot
Distilling Structured Knowledge into Embeddings for Explainable and Accurate Recommendation
inferred← citeshttps://doi.org/10.1145/3359242openalex-snapshot
What's in a Review
inferred← citeshttps://doi.org/10.1145/3366423.3380050openalex-snapshot
Graph Enhanced Representation Learning for News Recommendation
inferred← citeshttps://doi.org/10.1145/3377325.3377520openalex-snapshot
Explaining recommendations by means of aspect-based transparent memories
inferred← citeshttps://doi.org/10.1145/3394486.3403051openalex-snapshot
Directional Multivariate Ranking
inferred← citeshttps://doi.org/10.1145/3397271.3401051openalex-snapshot
Fairness-Aware Explainable Recommendation over Knowledge Graphs
inferred← citeshttps://doi.org/10.1145/3404835.3462929openalex-snapshot
Privileged Graph Distillation for Cold Start Recommendation
inferred← citeshttps://doi.org/10.1145/3404835.3462971openalex-snapshot
Should Graph Convolution Trust Neighbors? A Simple Causal Inference Method
inferred← citeshttps://doi.org/10.1145/3437963.3441754openalex-snapshot
Explainable Recommendation with Comparative Constraints on Product Aspects
inferred← citeshttps://doi.org/10.1145/3437963.3441800openalex-snapshot
Denoising Implicit Feedback for Recommendation
inferred← citeshttps://doi.org/10.1145/3442381.3449940openalex-snapshot
Dual Side Deep Context-aware Modulation for Social Recommendation
inferred← citeshttps://doi.org/10.1145/3442381.3450038openalex-snapshot
Leveraging Review Properties for Effective Recommendation
inferred← citeshttps://doi.org/10.1145/3459637.3482181openalex-snapshot
SIFN
inferred← citeshttps://doi.org/10.1145/3459637.3482420openalex-snapshot
Counterfactual Explainable Recommendation
inferred← citeshttps://doi.org/10.1145/3459637.3482462openalex-snapshot
Popularity-Enhanced News Recommendation with Multi-View Interest Representation
inferred← citeshttps://doi.org/10.1145/3460231.3478859openalex-snapshot
Do Users Appreciate Explanations of Recommendations? An Analysis in the Movie Domain
inferred← citeshttps://doi.org/10.1145/3463913openalex-snapshot
HyperSoRec: Exploiting Hyperbolic User and Item Representations with Multiple Aspects for Social-aware Recommendation
inferred← citeshttps://doi.org/10.1145/3474085.3475366openalex-snapshot
Deconfounded and Explainable Interactive Vision-Language Retrieval of Complex Scenes
inferred← citeshttps://doi.org/10.1145/3485447.3512269openalex-snapshot
ExpScore: Learning Metrics for Recommendation Explanation
inferred← citeshttps://doi.org/10.1145/3530299openalex-snapshot
Expressive Latent Feature Modelling for Explainable Matrix Factorisation-based Recommender Systems
inferred← citeshttps://doi.org/10.1145/3565472.3592950openalex-snapshot
User Needs for Explanations of Recommendations: In-depth Analyses of the Role of Item Domain and Personal Characteristics
inferred← citeshttps://doi.org/10.1145/3589334.3645711openalex-snapshot
Understanding Human Preferences: Towards More Personalized Video to Text Generation
inferred← citeshttps://doi.org/10.1145/3617023.3617050openalex-snapshot
A Survey on Review - Aware Recommendation Systems
inferred← citeshttps://doi.org/10.1145/3625239openalex-snapshot
Memory Network-Based Interpreter of User Preferences in Content-Aware Recommender Systems
inferred← citeshttps://doi.org/10.1145/3631700.3665185openalex-snapshot
LLM-generated Explanations for Recommender Systems
inferred← citeshttps://doi.org/10.1145/3640457.3688109openalex-snapshot
Unified Denoising Training for Recommendation
inferred← citeshttps://doi.org/10.1145/3652891openalex-snapshot
A Survey on Trustworthy Recommender Systems
inferred← citeshttps://doi.org/10.1145/3657636openalex-snapshot
Personalized Explainable Recommendations for Self-Attention Collaboration
inferred← citeshttps://doi.org/10.1145/3699516openalex-snapshot
Question-Attentive Review-Level Explanation for Neural Rating Regression
inferred← citeshttps://doi.org/10.1145/3711896.3736866openalex-snapshot
Breaking the Top- K Barrier: Advancing Top- K Ranking Metrics Optimization in Recommender Systems
inferred← citeshttps://doi.org/10.1145/3745774openalex-snapshot
Curious or Conservative: Dynamic Curiosity-aware Explainable Recommendation
inferred← citeshttps://doi.org/10.1145/3844611openalex-snapshot
Target Behavior Supervised for Cascading Contrastive Multi-Behavior Recommendation
inferred← citeshttps://doi.org/10.1371/journal.pone.0223967openalex-snapshot
Recommendation system in social networks with topical attention and probabilistic matrix factorization
inferred← citeshttps://doi.org/10.1561/9781680836592openalex-snapshot
Explainable Recommendation: A Survey and New Perspectives
inferred← citeshttps://doi.org/10.1609/aaai.v33i01.33013622openalex-snapshot
Explainable Recommendation through Attentive Multi-View Learning
inferred← citeshttps://doi.org/10.1609/aaai.v33i01.33015474openalex-snapshot
Bayesian Deep Collaborative Matrix Factorization
inferred← citeshttps://doi.org/10.1609/aaai.v34i04.6095openalex-snapshot
Attention-Guide Walk Model in Heterogeneous Information Network for Multi-Style Recommendation Explanation
inferred← citeshttps://doi.org/10.17798/bitlisfen.1692030openalex-snapshot
Enhancing User-Based Collaborative Filtering by Similarity Computation Incorporating Popularity Tendencies
inferred← citeshttps://doi.org/10.18653/v1/2020.aacl-main.18openalex-snapshot
BERT-Based Neural Collaborative Filtering and Fixed-Length Contiguous Tokens Explanation
inferred← citeshttps://doi.org/10.18653/v1/d18-1373openalex-snapshot
LRMM: Learning to Recommend with Missing Modalities
inferred← citeshttps://doi.org/10.18653/v1/d19-1494openalex-snapshot
Reviews Meet Graphs: Enhancing User and Item Representations for Recommendation with Hierarchical Attentive Graph Neural Network
inferred← citeshttps://doi.org/10.18653/v1/n19-1180openalex-snapshot
Hierarchical User and Item Representation with Three-Tier Attention for Recommendation
inferred← citeshttps://doi.org/10.21203/rs.3.rs-2457669/v1openalex-snapshot
Post-hoc Explanation for Twitter List Recommendation
inferred← citeshttps://doi.org/10.24963/ijcai.2020/336openalex-snapshot
Synthesizing Aspect-Driven Recommendation Explanations from Reviews
inferred← citeshttps://doi.org/10.31577/cai_2022_3_757openalex-snapshot
New Strategy Based on RBF Network to Develop a Collaborative Filtering Recommender System
inferred← citeshttps://doi.org/10.3233/ica-210668openalex-snapshot
Stream-based explainable recommendations via blockchain profiling
inferred← citeshttps://doi.org/10.3233/ida-230288openalex-snapshot
A feature-aware long-short interest evolution network for sequential recommendation
inferred← citeshttps://doi.org/10.32657/10356/175790openalex-snapshot
Towards trustworthy recommenders: building explainable and unbiased recommendation systems
inferred← citeshttps://doi.org/10.3390/app8101849openalex-snapshot
Review Rating Prediction Based on User Context and Product Context
inferred← citeshttps://doi.org/10.3390/e21020143openalex-snapshot
Joint Deep Model with Multi-Level Attention and Hybrid-Prediction for Recommendation
inferred← citeshttps://doi.org/10.3390/electronics12224564openalex-snapshot
A Survey on Recommendation Methods Based on Social Relationships
inferred← citeshttps://doi.org/10.3390/electronics14050998openalex-snapshot
Enhancing Personalized Explainable Recommendations with Transformer Architecture and Feature Handling
inferred← citeshttps://doi.org/10.3390/info10010001openalex-snapshot
User-Personalized Review Rating Prediction Method Based on Review Text Content and User-Item Rating Matrix
inferred← citeshttps://doi.org/10.4018/jdm.2019040102openalex-snapshot
Collaboration Matrix Factorization on Rate and Review for Recommendation
inferred← citeshttps://doi.org/10.48550/arxiv.1706.03205openalex-snapshot
Item Silk Road: Recommending Items from Information Domains to Social Users
inferred← citeshttps://doi.org/10.48550/arxiv.1707.01561openalex-snapshot
Automatic Generation of Natural Language Explanations
inferred← citeshttps://doi.org/10.48550/arxiv.1801.10288openalex-snapshot
Visually Explainable Recommendation
inferred← citeshttps://doi.org/10.48550/arxiv.1906.02037openalex-snapshot
The FacT: Taming Latent Factor Models for Explainability with Factorization Trees
inferred← citeshttps://doi.org/10.48550/arxiv.1908.05928openalex-snapshot
Recommendation with Attribute-aware Product Networks: A Representation Learning Model
inferred← citeshttps://doi.org/10.48550/arxiv.2101.03392openalex-snapshot
Generate Natural Language Explanations for Recommendation
inferred← citeshttps://doi.org/10.48550/arxiv.2101.06387openalex-snapshot
A Zero Attentive Relevance Matching Networkfor Review Modeling in Recommendation System
inferred← citeshttps://doi.org/10.48550/arxiv.2103.08733openalex-snapshot
Category Aware Explainable Conversational Recommendation
inferred← citeshttps://doi.org/10.54337/aau306504743openalex-snapshot
Multi-view Latent Factor Models for Recommender Systems
inferred← citeshttps://doi.org/10.70675/379e3491z0dcez4caaza065z59dd5e02e4cbopenalex-snapshot
Towards diversified recommendations
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