Difference between revisions of "List of recommender system dissertations"
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=== 2012 === | === 2012 === | ||
| − | * Supervised Machine Learning Methods for Item Recommendation - [[Zeno Gantner]] | + | * [http://opus.bsz-bw.de/ubhi/volltexte/2012/167/pdf/item_recommendation.pdf Supervised Machine Learning Methods for Item Recommendation] - [[Zeno Gantner]] |
=== 2011 === | === 2011 === | ||
Revision as of 08:38, 16 August 2012
Recommender systems related dissertations by year.
Dissertation within a year are sorted alphabetically by title.
Contents
2012
2011
- Bayesian Recommender Systems: Models and Algorithms - Shengbo Guo
- Context-Aware Collaborative Filtering Recommender Systems - Linas Baltrunas
- Contextualize Your Listening: The Playlist as Recommendation Engine - Ben Fields
- Formal Concept Analysis and Tag Recommendations in Collaborative Tagging Systems - Robert Jäschke
- Recognition and usage of emotive parameters in recommender systems - Marko Tkalčič
- Using Data Mining for Facilitating User Contributions in the Social Semantic Web - Maryam Ramezani
2010
- Content-Based Music Recommender Systems: Beyond simple Frame-Level Audio Similarity - Klaus Seyerlehner
- Context-Aware Ranking with Factorization Models - Steffen Rendle
- Evaluating Collaborative Filtering Over Time - Neal Lathia
- Graph-Based Recommendation in Broad Folksonomies - Robert Wetzker
- Methods and Applications for Ontology-based Recommender Systems - Tuukka Ruotsalo
- Trust networks for recommender systems - Patricia Victor
2009
- Explaining recommendations - Nava Tintarev
- Factorization-Based Large Scale Recommendation Algorithms - István Pilászy
- Recommender Systems for Social Bookmarking - Toine Bogers
- Towards Efficient Music Similarity Search, Ranking, and Recommendation - Maria Magdalena Ruxanda
2008
- Exploiting the Conceptual Space in Hybrid Recommender Systems: a Semantic-based Approach - Iván Cantador
- Information-seeking on the Web with Trusted Social Networks – from Theory to Systems - Tom Heath
- Missing Data Problems in Machine Learning - Benjamin Marlin
- Music Recommendation and Discovery in the Long Tail - Òscar Celma
- Recommender System based on Personality Traits - Maria Augusta Silveira Netto Nunes
- Studies on Hybrid Music Recommendation Using Timbral and Rhythmic Features - Kazuyoshi Yoshii
- Towards Metadata-aware Algorithms for Recommender Systems - Karen H. L. Tso-Sutter
- User Decision Improvement and Trust Building in Product Recommender Systems - Li Chen
2007
- Bayesian Inference for Latent Variable Models - Ulrich Paquet
- Building Trustworthy Recommender Systems - Sheng Zhang
2006
2005
- A Market-Based Approach to Recommender Systems - Yan Zheng Wei
- Explanet: a learning tool and hybrid recommender system for student-authored explanations - Jessica Masters
- Supporting People In Finding Information: Hybrid Recommender Systems and Goal-Based Structuring - Mark van Setten
- Towards Decentralized Recommender Systems - Cai-Nicolas Ziegler
- Use of Discrete Choice Models with Recommender Systems - Bassam H. Chaptini
2004
2003
- Collaborative recommender agents based on case-based reasoning and trust - Miquel Montaner
- Toward a Personal Recommender System - Bradley N. Miller
2002
2001
- Dynamic Information Filtering - Patrick Baudisch
- Sparsity, scalability, and distribution in recommender systems - Badrul Munir Sarwar
2000
1999
1998
1997
- Recommender Systems for Problem Solving Environments - Naren Ramakrishnan
