List of recommender system dissertations
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Recommender systems related doctoral dissertations by year. For other types of theses see:
Dissertation within a year are sorted alphabetically by title.
Contents
2019
2018
- From behavior-centered to user-centered : incorporating psychological knowledge and user feedback in personalization - Mark Graus
2017
2016
- Improving the User Experience of Music Recommender Systems Through Personality and Cultural Information - Bruce Ferwerda
2015
- A Weighted User Similarity Model for Cold Start Recommendations - Parivash Pirasteh
- Collaborative Filtering Approaches for Single-domains and Cross-domain Recommender Systems - Rohit Parimi
- Novelty and Diversity Evaluation and Enhancement in Recommender Systems - Saúl Vargas
- Towards Effective Research-Paper Recommender Systems and User Modeling based on Mind Maps - Joeran Beel
2014
- A Model-Based Music Recommendation System for Individual Users and Implicit User Groups - Yajie Hu
- Advancing Recommender Systems from the Algorithm, Interface and Methodological Perspective - Marco Rossetti
- Aggregating Information from the Crowd: ratings, recommendations and predictions - Florent Garcin
- Collaborative Filtering Based Social Recommender Systems - Xiwang Yang
- Cross-domain Recommendations based on semantically-enhanced User Web Behavior - Julia Hoxha
- Cryptographically-Enhanced Privacy for Recommender Systems - Arjan Jeckmans
- Database management system support for collaborative filtering recommender systems - Mohamed Sarwat
- Empirical Evaluation of Active Learning Strategies in Collaborative Filtering - Mehdi Elahi
- Dynamic Generation of Personalized Hybrid Recommender Systems - Simon Dooms
- Enhancing Discovery in Geoportals: Geo-Enrichment, Semantic Enhancement and Recommendation Strategies for Geo-Information Discovery - Bernhard Vockner
- Exploiting Distributional Semantics for Content-Based and Context-Aware Recommendation - Victor Codina
- Exploiting Implicit User Activity for Media Recommendation - Michele Trevisiol
- Information Aggregation in Quantized Consensus, Recommender Systems, and Ranking - Shang Shang
- More Usable Recommendation Systems for Improving Software Quality - Yoonki Song
- Next Generation of Recommender Systems: Algorithms and Applications - Lei Li
- Privacy-enabled scalable recommender systems -Andrés Moreno
- SmartParticipation: A Fuzzy-Based Recommender System for Political Community-Building - Luis Fernando Terán Tamayo
- Towards Recommender Engineering: Tools and Experiments for Identifying Recommender Differences - Michael Ekstrand
- User Factors in Recommender Systems: Case Studies in e-Commerce, News Recommending, and e-Learning - Juha Leino
2013
- A conceptual model and a software framework for developing context aware hybrid recommender systems - Tim Hussein
- Effective tag recommendation system based on topic ontology - V Subramaniyaswamy
- Estrategias de recomendación basadas en conocimiento para la localización personalizada de recursos en repositorios educativos (Spanish) - Almudena Ruiz-Iniesta
- Evaluating the Accuracy and Utility of Recommender Systems - Alan Said
- Evaluation in Audio Music Similarity - Julián Urbano
- Improved online services by personalized recommendations and optimal quality of experience parameters - Toon De Pessemier
- Integrating Content and Semantic Representations for Music Recommendation - Ben Horsburgh
- Latent feature models for dyadic prediction - Aditya Krishna Menon
- Living Analytics Methods for the Social Web - Ernesto Diaz-Aviles
- Ranking and Context-awareness in Recommender Systems - Yue Shi
- Recommender Systems and Time Context: Characterization of a Robust Evaluation Protocol to Increase Reliability of Measured Improvemenets - Pedro Campos
- Session Aware Recommender System in E-Commerce - Jian Wang
- Social contextuality and conversational recommender systems - Eoin Hurrell
- Trace-Based Reasoning for User Assistance and Recommendations - Raafat Zarka
- Trust-Based User Profiling - Nima Dokoohaki
- Understanding and supporting mobile application usage - Matthias Böhmer
- User Contrallability in a Hybrid Recommender System - Denis Parra
2012
- Design and User Perception Issues for Personality-Engaged Recommender Systems - Rong Hu
- Enhanced Vector Space Models for Content-based Recommender Systems - Cataldo Musto
- Hybrid Tag Recommendation in Collaborative Tagging Systems - Marek Lipczak
- Interaction Methods for Large Scale Graph Visualization Systems --- Using Manipulation to Aid Discovery - Brynjar Gretarsson
- Leveraging Recommender Systems for the Creation and Maintenance of Structure within Collaborative Social Media Platforms - Eva Zangerle
- Leveraging Tagging Data for Recommender Systems - Fatih Gedikli
- More like this: machine learning approaches to music similarity - Brian McFee
- On some Challenges for Online Trust and Reputation Systems - Mozhgan Tavakolifard
- On the Use of Language Models and Topic Models in the Web: New Algorithms for Filtering, Classification, Ranking, and Recommendation - Ralf Krestel
- Performance prediction and evaluation in Recommender Systems: an Information Retrieval perspective - Alejandro Bellogin
- Integrating collaborative filtering and matching-based search for product recommendation - Noraswaliza Abdullah
- Personalized Recommendation Based on Collaborative Tagging Techniques for an E-learning System - Aleksandra Klašnja‐Milićević
- Recommender systems in industrial contexts - Frank Meyer
- Supervised Machine Learning Methods for Item Recommendation - Zeno Gantner
- Understanding Consistency of Recommender Systems: Behavioral and Algorithmic Perspectives - Jingjing Zhang
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
- Deployment of Recommender Systems: Operational and Strategic Issues - Abhijeet Ghoshal
- Effective and Efficient Collaborative Filtering - Yi Ding
- Effective Fusion-based Approaches for Recommender Systems - Xin Xin
- Formal Concept Analysis and Tag Recommendations in Collaborative Tagging Systems - Robert Jäschke
- Improved Trust-Aware Recommender System using Small-Worldness of Trust Networks - Weiwei Yuan
- Personalized Recommendation in Social Network Sites - Jilin Chen
- Predicting and using social tags to improve the accuracy and transparency of recommender systems - Sharon Givon
- Recognition and usage of emotive parameters in recommender systems - Marko Tkalčič
- Swarm intellilgence for clustering dynamic data sets for web usage mining and personalization - Esin Saka
- User profiling based on folksonomy information in Web 2.0 for personalized recommender systems - Huizhi Liang
- Trust-based automated recommendation making - Touhid Bhuiyan
- Using Data Mining for Facilitating User Contributions in the Social Semantic Web - Maryam Ramezani
- Visualization of music relational information sources for analysis, navigation, and discovery - Justin Donaldson
2010
- A Domain-Independent Framework for Intelligent Recommendations - Jörn David
- 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
- Personalised video retrieval: application of implicit feedback and semantic user profiles - Frank Hopfgartner
- Recommender Systems for Social Tagging Systems - Leandro Balby Marinho
- Recommender Systeme für produktbegleitende Dienstleistungen - Margarethe Frohs
- Relational clustering models for knowledge discovery and recommender systems - Tao Li
- Trust networks for recommender systems - Patricia Victor
- User session and history modeling for collaborative visualization - Fanhai Yang
2009
- Eine offene Architektur für die agentenbasierte, adaptive, personalisierte Informationsfilterung (German) - Andreas Lommatzsch
- Explaining recommendations - Nava Tintarev
- Factorization-Based Large Scale Recommendation Algorithms - István Pilászy
- Nurturing Tagging Communities - Shilad Sen
- Recommender systems and market diversity - Daniel M. Fleder
- Recommender Systems for Social Bookmarking - Toine Bogers
- Towards Efficient Music Similarity Search, Ranking, and Recommendation - Maria Magdalena Ruxanda
2008
- Evaluating recommender systems : an evaluation framework to predict user satisfaction for recommender systems in an electronic programme guide context - Joost de Wit
- Exploiting the Conceptual Space in Hybrid Recommender Systems: a Semantic-based Approach - Iván Cantador
- Information Enrichment for Quality Recommender Systems - Li-Tung Weng
- 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
- Mining Influence in Recommender Systems - Al Mamunur Rashid
- Building Trustworthy Recommender Systems - Sheng Zhang
2006
- Designing social interactions with animated avatars and speech output for product recommendation agents in electronic commerce - Lingyun Qiu
- Meeting User Information Needs in Recommender Systems - Sean McNee
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
- Hybrid recommendation techniques based on user profiles - Pasquale Lops
- Information Transmission and Recommender Systems - Deran Özmen
- 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
- The Impact of Internalization and Familiarity on Trust and Adoption of Recommendation Agents - Sherrie Komiak
- Toward a Personal Recommender System - Bradley N. Miller
2002
- Recommendation as classification and recommendation as matching: two information-centered approaches to recommendation - Chumki Basu
2001
- Dynamic Information Filtering - Patrick Baudisch
- MetaLens: A Framework for Multsource Recommendations - Ben Schafer
- Sparsity, scalability, and distribution in recommender systems - Badrul Munir Sarwar
2000
1999
1998
1997
- Recommender Systems for Problem Solving Environments - Naren Ramakrishnan
