A survey on news recommender system - Dealing with timeliness, dynamic user interest and content quality, and effects of recommendation on news readers

Shaina Raza,Chen Ding

Published 2020 in arXiv.org

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Publication year
2020
Venue
arXiv.org
Publication date
2020-09-10
Fields of study
Computer Science
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External record
Open on Semantic Scholar
Source metadata
Semantic Scholar

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REFERENCES

Reformer: The Efficient Transformer
2020cited by this paper
NPA: Neural News Recommendation with Personalized Attention
2019influential reference
DAN: Deep Attention Neural Network for News Recommendation
2019influential reference
Optimizing the recency-relevance-diversity trade-offs in non-personalized news recommendations
2019influential reference
User preference modeling based on meta paths and diversity regularization in heterogeneous information networks
2019cited by this paper
On the Democratic Role of News Recommenders
2019influential reference
Progress in context-aware recommender systems - An overview
2019cited by this paper
Recommendations with a Nudge
2019cited by this paper
Optimizing the recency-relevance-diversity trade-offs in non-personalized news recommendations
2019influential reference
News Recommender System Considering Temporal Dynamics and News Taxonomy
2019cited by this paper
Dynamic attention-integrated neural network for session-based news recommendation
2019influential reference
Neural News Recommendation with Long- and Short-term User Representations
2019influential reference
BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer
2019cited by this paper
A news-topic recommender system based on keywords extraction
2018influential reference
Sequence-Aware Recommender Systems
2018cited by this paper
Towards Better Representation Learning for Personalized News Recommendation: a Multi-Channel Deep Fusion Approach
2018influential reference
DKN: Deep Knowledge-Aware Network for News Recommendation
2018influential reference
DRN: A Deep Reinforcement Learning Framework for News Recommendation
2018influential reference
Do not blame it on the algorithm: an empirical assessment of multiple recommender systems and their impact on content diversity
2018influential reference
Multi-Source News Recommender System Based on Convolutional Neural Networks
2018influential reference
GENERATIVE ADVERSARIAL NETS
2018cited by this paper
A review on deep learning for recommender systems: challenges and remedies
2018influential reference
Streamingrec: a framework for benchmarking stream-based news recommenders
2018cited by this paper
Session-based News Recommendations
2018cited by this paper
Automated identification of media bias in news articles: an interdisciplinary literature review
2018influential reference
News recommender systems - Survey and roads ahead
2018influential reference
What to write and why: a recommender for news media
2018influential reference
CHAMELEON: a deep learning meta-architecture for news recommender systems
2018cited by this paper
An Introduction to Deep Reinforcement Learning
2018cited by this paper
Social media's have-nots: an era of social disenfranchisement
2018cited by this paper
A Framework for Interaction-driven User Modeling of Mobile News Reading Behaviour
2018influential reference
Outer Product-based Neural Collaborative Filtering
2018cited by this paper
Reuters Institute Digital News Report 2018
2018cited by this paper
Incorporating context and trends in news recommender systems
2017influential reference
Leveraging Moderate User Data for News Recommendation
2017influential reference
Hierarchical neural network for online news popularity prediction
2017cited by this paper
Exploring privacy concerns in news recommender systems
2017cited by this paper
Deep Neural Architecture for News Recommendation
2017influential reference
Personalized News Article Recommendation with Novelty Using Collaborative Filtering Based Rough Set Theory
2017cited by this paper
The Adressa dataset for news recommendation
2017cited by this paper
Social Media and Fake News in the 2016 Election
2017cited by this paper
A Survey on Recommendation Methods Beyond Accuracy
2017cited by this paper
A Highly Available Real-Time News Recommender Based on Apache Spark
2017influential reference
A System for Online News Recommendations in Real-Time with Apache Mahout
2017cited by this paper
A news-topic recommender system based on keywords extraction
2017influential reference
Dynamic Attention Deep Model for Article Recommendation by Learning Human Editors' Demonstration
2017cited by this paper
Deep Learning Based Recommender System
2017influential reference
Current challenges and visions in music recommender systems research
2017cited by this paper
Deep Neural Networks for News Recommendations
2017cited by this paper
An unsupervised content based news personalization using geolocation information
2017cited by this paper
How good your recommender system is? A survey on evaluations in recommendation
2017cited by this paper
Diversity in recommender systems - A survey
2017cited by this paper
Transfer Learning for Resolving Sparsity Problem in Recommender systems: Human Values Approach
2017cited by this paper
DeepFM: A Factorization-Machine based Neural Network for CTR Prediction
2017cited by this paper
Attention is All you Need
2017cited by this paper
Neural Collaborative Filtering
2017influential reference
Embedding-based News Recommendation for Millions of Users
2017influential reference
RecTime: Real-Time recommender system for online broadcasting
2017cited by this paper
DiABlO: Optimization based design for improving diversity in recommender system
2017cited by this paper
Article De-duplication Using Distributed Representations
2016cited by this paper
Echo Chambers on Facebook
2016cited by this paper
On the Role of Emotion in the Future of Journalism
2016cited by this paper
Wide & Deep Learning for Recommender Systems
2016influential reference
A hybrid recommendation system for news in a mobile environment
2016cited by this paper
Multi-Rate Deep Learning for Temporal Recommendation
2016influential reference
Stop Clickbait: Detecting and preventing clickbaits in online news media
2016cited by this paper
Filter Bubbles, Echo Chambers, and Online News Consumption
2016influential reference
A survey of news recommendation approaches
2016influential reference
User Fatigue in Online News Recommendation
2016cited by this paper
Idomaar: A Framework for Multi-dimensional Benchmarking of Recommender Algorithms
2016cited by this paper
A survey of serendipity in recommender systems
2016cited by this paper
Incorporating popularity in a personalized news recommender system
2016influential reference
Interpreting News Recommendation Models
2015cited by this paper
News Recommenders: Real-Time, Real-Life Experiences
2015influential reference
A probabilistic model to resolve diversity–accuracy challenge of recommendation systems
2015cited by this paper
The full story: Automatic detection of unique news content in microblogs
2015cited by this paper
Learning to Rank Short Text Pairs with Convolutional Deep Neural Networks
2015cited by this paper
KGNR: A knowledge-based geographical news recommender
2015cited by this paper
A Serendipity Model for News Recommendation
2015cited by this paper
Predicting Online Performance of News Recommender Systems Through Richer Evaluation Metrics
2015influential reference
Recommending Temporally Relevant News Content from Implicit Feedback Data
2015cited by this paper
Time-ordered collaborative filtering for news recommendation
2015cited by this paper
Sentiment-Bearing New Words Mining: Exploiting Emoticons and Latent Polarities
2015cited by this paper
From mechanism to virtue: Evaluating Nudge theory
2015cited by this paper
Actionable Gamification: Beyond Points, Badges, and Leaderboards
2015cited by this paper
Reuters Institute Digital News Report 2015
2015cited by this paper
RECURRENT NEURAL NETWORKS
2015cited by this paper
An Effective News Recommendation Method for Microblog User
2014cited by this paper
Diversification in news recommendation for privacy concerned users
2014cited by this paper
From Regulation to Behaviour Change: Giving Nudge the Third Degree
2014cited by this paper
Exploring the filter bubble: the effect of using recommender systems on content diversity
2014cited by this paper
Personalized news recommendation using classified keywords to capture user preference
2014cited by this paper
Modeling and broadening temporal user interest in personalized news recommendation
2014cited by this paper
Shedding light on a living lab: the CLEF NEWSREEL open recommendation platform
2014cited by this paper
Stories Around You: Location-based Serendipitous Recommendation of News Articles
2014influential reference
Cold-start news recommendation with domain-dependent browse graph
2014cited by this paper
Deep Modeling of Group Preferences for Group-Based Recommendation
2014influential reference
Bursting your (filter) bubble: strategies for promoting diverse exposure
2013cited by this paper
WHATSUP: A Decentralized Instant News Recommender
2013cited by this paper
The plista dataset
2013cited by this paper

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