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A novel collective matrix factorization model for recommendation with fine‐grained social trust prediction

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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/cpe.1856openalex-snapshot
Trust assessment: a personalized, distributed, and secure approach
inferredcites →https://doi.org/10.1007/978-1-84800-356-9_11openalex-snapshot
Trust and Online Reputation Systems
inferredcites →https://doi.org/10.1007/s11257-012-9128-xopenalex-snapshot
Facebook single and cross domain data for recommendation systems
inferredcites →https://doi.org/10.1016/j.artint.2012.02.002openalex-snapshot
Towards mobile intelligence: Learning from GPS history data for collaborative recommendation
inferredcites →https://doi.org/10.1016/j.comnet.2012.05.002openalex-snapshot
Propagation of trust and distrust for the detection of trolls in a social network
inferredcites →https://doi.org/10.1016/j.elerap.2009.07.003openalex-snapshot
From virtual community members to C2C e-commerce buyers: Trust in virtual communities and its effect on consumers’ purchase intention
inferredcites →https://doi.org/10.1016/j.ins.2010.08.044openalex-snapshot
User comments for news recommendation in forum-based social media
inferredcites →https://doi.org/10.1016/j.ins.2012.12.002openalex-snapshot
Unifying rating-oriented and ranking-oriented collaborative filtering for improved recommendation
inferredcites →https://doi.org/10.1037/0021-9010.92.4.909openalex-snapshot
Trust, trustworthiness, and trust propensity: A meta-analytic test of their unique relationships with risk taking and job performance.
inferredcites →https://doi.org/10.1038/nature14539openalex-snapshot
Deep learning
inferredcites →https://doi.org/10.1109/bibm.2010.5706537openalex-snapshot
Protein-protein interaction prediction via Collective Matrix Factorization
inferredcites →https://doi.org/10.1109/cbd.2016.038openalex-snapshot
A Novel Fine-Grained User Trust Relation Prediction for Improving Recommendation Accuracy
inferredcites →https://doi.org/10.1109/cvpr.2014.267openalex-snapshot
Collective Matrix Factorization Hashing for Multimodal Data
inferredcites →https://doi.org/10.1109/iccp.2010.5606460openalex-snapshot
Mining trust and distrust relationships in social Web applications
inferredcites →https://doi.org/10.1109/mc.2009.263openalex-snapshot
Matrix Factorization Techniques for Recommender Systems
inferredcites →https://doi.org/10.1109/mis.2011.22openalex-snapshot
Trust- and Distrust-Based Recommendations for Controversial Reviews
inferredcites →https://doi.org/10.1109/tkde.2005.99openalex-snapshot
Toward the next generation of recommender systems: a survey of the state-of-the-art and possible extensions
inferredcites →https://doi.org/10.1109/tkde.2012.137openalex-snapshot
Generative Models for Item Adoptions Using Social Correlation
inferredcites →https://doi.org/10.1109/tkde.2013.168openalex-snapshot
Personalized Recommendation Combining User Interest and Social Circle
inferredcites →https://doi.org/10.1109/tkde.2014.2365789openalex-snapshot
Relational Collaborative Topic Regression for Recommender Systems
inferredcites →https://doi.org/10.1109/tkde.2016.2522422openalex-snapshot
Cold-Start Recommendation with Provable Guarantees: A Decoupled Approach
inferredcites →https://doi.org/10.1126/science.1127647openalex-snapshot
Reducing the Dimensionality of Data with Neural Networks
inferredcites →https://doi.org/10.1145/1040830.1040870openalex-snapshot
Trust in recommender systems
inferredcites →https://doi.org/10.1145/1297231.1297235openalex-snapshot
Trust-aware recommender systems
inferredcites →https://doi.org/10.1145/1401890.1401944openalex-snapshot
Factorization meets the neighborhood
inferredcites →https://doi.org/10.1145/1401890.1401969openalex-snapshot
Relational learning via collective matrix factorization
inferredcites →https://doi.org/10.1145/1458082.1458205openalex-snapshot
SoRec
inferredcites →https://doi.org/10.1145/1526709.1526809openalex-snapshot
The slashdot zoo
inferredcites →https://doi.org/10.1145/1571941.1571977openalex-snapshot
On social networks and collaborative recommendation
inferredcites →https://doi.org/10.1145/1594173.1594174openalex-snapshot
Trust and nuanced profile similarity in online social networks
inferredcites →https://doi.org/10.1145/1639714.1639746openalex-snapshot
Learning to recommend with trust and distrust relationships
inferredcites →https://doi.org/10.1145/1721654.1721677openalex-snapshot
Collaborative filtering with temporal dynamics
inferredcites →https://doi.org/10.1145/1772690.1772751openalex-snapshot
What is Twitter, a social network or a news media?
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/10.1145/1921591.1921595openalex-snapshot
Automatic tag recommendation algorithms for social recommender systems
inferredcites →https://doi.org/10.1145/1935826.1935877openalex-snapshot
Recommender systems with social regularization
inferredcites →https://doi.org/10.1145/1961189.1961201openalex-snapshot
Learning to recommend with explicit and implicit social relations
inferredcites →https://doi.org/10.1145/1961209.1961212openalex-snapshot
Improving Recommender Systems by Incorporating Social Contextual Information
inferredcites →https://doi.org/10.1145/1998076.1998132openalex-snapshot
A source independent framework for research paper recommendation
inferredcites →https://doi.org/10.1145/2043932.2043975openalex-snapshot
Factorization vs. regularization
inferredcites →https://doi.org/10.1145/2124295.2124317openalex-snapshot
Multi-relational matrix factorization using bayesian personalized ranking for social network data
inferredcites →https://doi.org/10.1145/2168752.2168771openalex-snapshot
Factorization Machines with libFM
inferredcites →https://doi.org/10.1145/2433396.2433405openalex-snapshot
Exploiting homophily effect for trust prediction
inferredcites →https://doi.org/10.1145/2600428.2609560openalex-snapshot
New and improved
inferredcites →https://doi.org/10.1145/2641564openalex-snapshot
Matrix Factorization with Explicit Trust and Distrust Side Information for Improved Social Recommendation
inferredcites →https://doi.org/10.1145/2661829.2662085openalex-snapshot
Improving Recommendation Accuracy by Combining Trust Communities and Collaborative Filtering
inferredcites →https://doi.org/10.1145/2675133.2675210openalex-snapshot
Using Groups of Items for Preference Elicitation in Recommender Systems
inferredcites →https://doi.org/10.1145/371920.372071openalex-snapshot
Item-based collaborative filtering recommendation algorithms
inferredcites →https://doi.org/10.1145/988672.988727openalex-snapshot
Propagation of trust and distrust
inferredcites →https://doi.org/10.1287/mnsc.49.10.1407.17308openalex-snapshot
The Digitization of Word of Mouth: Promise and Challenges of Online Feedback Mechanisms
inferredcites →https://doi.org/10.2307/30036519openalex-snapshot
Trust and TAM in Online Shopping: An Integrated Model1
inferredcites →https://doi.org/10.24406/publica-r-363202openalex-snapshot
The Slashdot Zoo: Mining a Social Network with Negative Edges
inferredcites →https://doi.org/10.48550/arxiv.0908.0050openalex-snapshot
Online Learning for Matrix Factorization and Sparse Coding

What points at this work

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

inferred← citeshttps://doi.org/10.1002/cpe.4246openalex-snapshot
Semisupervised local preserving embedding algorithm based on maximum margin criterion for large‐scale data streams
inferred← citeshttps://doi.org/10.1002/cpe.4279openalex-snapshot
New trends and innovative methods in cloud computing and big data
inferred← citeshttps://doi.org/10.1002/cpe.5664openalex-snapshot
A novel recommender algorithm based on graph embedding and diffusion sampling
inferred← citeshttps://doi.org/10.1007/978-3-319-73400-2_220-1openalex-snapshot
Exploring the Linguistic Landscape of Cities Through Crowdsourced Data
inferred← citeshttps://doi.org/10.1007/s00371-024-03661-3openalex-snapshot
Feature decomposition and structural learning for multi-diverse and multi-view data clustering
inferred← citeshttps://doi.org/10.1007/s13042-026-03237-8openalex-snapshot
Trust and distrust enhanced recommendation algorithm for signed social networks
inferred← citeshttps://doi.org/10.1109/bibm62325.2024.10822471openalex-snapshot
PRSAMF: Personalized recommendation based on sentiment analysis and matrix factorization
inferred← citeshttps://doi.org/10.1109/icceai55464.2022.00012openalex-snapshot
A modified logisticMF Method based on experts and data characteristics for electric power applications
inferred← citeshttps://doi.org/10.3233/ida-230897openalex-snapshot
Trust enhanced POI recommendation with collaborative learning
inferred← citeshttps://doi.org/10.3390/app15179744openalex-snapshot
Social Trusty Algorithm: A New Algorithm for Computing the Trust Score Between All Entities in Social Networks Based on Linear Algebra
inferred← citeshttps://doi.org/10.52547/jsdp.18.1.28openalex-snapshot
A social recommender system based on matrix factorization considering dynamics of user preferences
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