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A multi-theoretical kernel-based approach to social network-based recommendation

https://doi.org/10.1016/j.dss.2014.05.006

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What this work says

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

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The link‐prediction problem for social networks

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Recommender Systems Handbook

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Trust and Recommendations

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Trust-Aware Collaborative Filtering for Recommender Systems

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A model of a trust-based recommendation system on a social network

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The state-of-the-art in personalized recommender systems for social networking

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A semantic-expansion approach to personalized knowledge recommendation

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Maximizing customer satisfaction through an online recommendation system: A novel associative classification model

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Re-examining the influence of trust on online repeat purchase intention: The moderating role of habit and its antecedents

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Recommendation as link prediction in bipartite graphs: A graph kernel-based machine learning approach

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A multi-stage model of word-of-mouth influence through viral marketing

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Improved trust-aware recommender system using small-worldness of trust networks

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An experimental investigation of kernels on graphs for collaborative recommendation and semisupervised classification

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Kernel Methods for Pattern Analysis

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A tutorial on support vector regression

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Fast unfolding of communities in large networks

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Theories of Communication Networks

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FilmTrust: movie recommendations using trust in web-based social networks

inferredcites →https://doi.org/10.1109/icdm.2006.18openalex-snapshot

An Experimental Investigation of Graph Kernels on a Collaborative Recommendation Task

inferredcites →https://doi.org/10.1109/mc.2009.263openalex-snapshot

Matrix Factorization Techniques for Recommender Systems

inferredcites →https://doi.org/10.1109/mis.2007.4338497openalex-snapshot

A Comparison of Collaborative-Filtering Recommendation Algorithms for E-commerce

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.2007.46openalex-snapshot

Random-Walk Computation of Similarities between Nodes of a Graph with Application to Collaborative Recommendation

inferredcites →https://doi.org/10.1126/science.1215842openalex-snapshot

Identifying Influential and Susceptible Members of Social Networks

inferredcites →https://doi.org/10.1145/1014052.1014135openalex-snapshot

Automatic multimedia cross-modal correlation discovery

inferredcites →https://doi.org/10.1145/1066677.1067036openalex-snapshot

A trust-enhanced recommender system application

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Methods for extracting place semantics from Flickr tags

inferredcites →https://doi.org/10.1145/1557019.1557067openalex-snapshot

TrustWalker

inferredcites →https://doi.org/10.1145/1594173.1594174openalex-snapshot

Trust and nuanced profile similarity in online social networks

inferredcites →https://doi.org/10.1145/1639714.1639725openalex-snapshot

Personalized recommendation of social software items based on social relations

inferredcites →https://doi.org/10.1145/1639714.1639745openalex-snapshot

Using a trust network to improve top-N recommendation

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/10.1145/2043932.2043947openalex-snapshot

Product recommendation and rating prediction based on multi-modal social networks

inferredcites →https://doi.org/10.1145/2043932.2043975openalex-snapshot

Factorization vs. regularization

inferredcites →https://doi.org/10.1145/775152.775242openalex-snapshot

The Eigentrust algorithm for reputation management in P2P networks

inferredcites →https://doi.org/10.1145/988672.988727openalex-snapshot

Propagation of trust and distrust

inferredcites →https://doi.org/10.1146/annurev.ps.29.020178.000555openalex-snapshot

Interpersonal Attraction and Relationships

inferredcites →https://doi.org/10.1146/annurev.soc.27.1.415openalex-snapshot

Birds of a Feather: Homophily in Social Networks

inferredcites →https://doi.org/10.1177/002224299405800208openalex-snapshot

Evolving Patterns of Organizational Beliefs in the Formation of Strategy

inferredcites →https://doi.org/10.1177/0092070398262001openalex-snapshot

A Dyadic Study of Interpersonal Information Search

inferredcites →https://doi.org/10.1177/009365087014005003openalex-snapshot

Toward a “Critical Mass” Theory of Interactive Media

inferredcites →https://doi.org/10.1177/009365093020002005openalex-snapshot

Electronic Bulletin Boards and “Public Goods” Explanations of Collaborative Mass Media

inferredcites →https://doi.org/10.1177/1046496404264941openalex-snapshot

Network Theory and Small Groups

inferredcites →https://doi.org/10.1198/tech.2005.s264openalex-snapshot

Kernel Methods for Pattern Analysis

inferredcites →https://doi.org/10.1609/icwsm.v2i1.18624openalex-snapshot

A Social Network Based Approach to Personalized Recommendation of Participatory Media Content

inferredcites →https://doi.org/10.17705/1jais.00237openalex-snapshot

A Theory-Driven Design Framework for Social Recommender Systems

inferredcites →https://doi.org/10.2307/2087947openalex-snapshot

Freedom and Control in Modern Society.

inferredcites →https://doi.org/10.2307/256603openalex-snapshot

SOCIAL INTERACTION EFFECTS FOLLOWING A TECHNOLOGICAL CHANGE: A LONGITUDINAL INVESTIGATION.

inferredcites →https://doi.org/10.2991/978-94-91216-08-4openalex-snapshot

Trust Networks for Recommender Systems

inferredcites →https://doi.org/10.3217/jucs-017-04-0583openalex-snapshot

A Clustering Approach for Collaborative Filtering Recommendation Using Social Network Analysis

inferredcites →https://doi.org/10.3233/aic-2008-0432openalex-snapshot

Trust-based recommendations for documents

inferredcites →https://doi.org/10.4324/9781315128511-18openalex-snapshot

Rethinking the Role Concept: Homomorphisms on Social Networks

inferredcites →https://doi.org/10.48550/arxiv.1205.2653openalex-snapshot

L2 Regularization for Learning Kernels

inferredcites →https://doi.org/10.48550/arxiv.1301.7363openalex-snapshot

Empirical Analysis of Predictive Algorithms for Collaborative Filtering

inferredcites →https://doi.org/10.5555/299094openalex-snapshot

Advances in kernel methods: support vector learning

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Fast Training of Support Vector Machines Using Sequential Minimal Optimization

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

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The use of machine learning algorithms in recommender systems: A systematic review

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