Difference between revisions of "List of recommender system dissertations"

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[[Recommender systems]] related dissertations by year.
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[[Recommender systems]] related '''''doctoral''''' dissertations by year. For other types of theses see:
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* [[List of recommender systems master's theses]]
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* [[List of recommender systems bachelor's theses]]
  
 
Dissertation within a year are sorted alphabetically by title.
 
Dissertation within a year are sorted alphabetically by title.
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== 2020s ==
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=== 2022 ===
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* [https://iris.poliba.it/retrieve/handle/11589/232698/317066/Adversarial_Machine_Learning_in_Recommender_Systems.pdf Adversarial Machine Learning in Recommender Systems]  - [[Felice Antonio Merra]]
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=== 2021 ===
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* [http://adrem.uantwerpen.be/bibrem/pubs/Jeunen2021PhDThesis.pdf Offline Approaches to Recommendation with Online Success] - [[Olivier Jeunen]]
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* [https://andrebola.github.io/thesis_v_26_10_21.pdf Music Recommender Systems: Taking Into Account The Artists’ Perspective] - [[Andres Ferraro]]
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=== 2020 ===
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* [https://bia.unibz.it/bitstream/handle/10863/14081/Final_PHD.pdf?sequence=3 Ratings in Recommender Systems: Decision Biases and Explainability] - [[Ludovik Coba]]
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== 2010-2019 ==
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=== 2019 ===
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* [https://research.tue.nl/files/119737279/20190226_CO_Starke.pdf Supporting energy-efficient choices using Rasch-based recommender interfaces] - [[Alain Starke]]
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=== 2018 ===
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* [https://research.tue.nl/files/126497389/20180524_Graus.pdf From behavior-centered to user-centered : incorporating psychological knowledge and user feedback in personalization] - [[Mark Graus]]
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=== 2017 ===
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* [https://www.politesi.polimi.it/bitstream/10589/135782/1/thesis.pdf Algorithms for Sequence-aware Recommender Systems] - [[Massimo Quadrana]]
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=== 2016 ===
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* [https://www.jku.at/fileadmin/gruppen/173/Research/Ferwerda_Dissertation_final-komprimiert.pdf Improving the User Experience of Music Recommender Systems Through Personality and Cultural Information] - [[Bruce Ferwerda]]
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=== 2015 ===
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* [http://yu.dcollection.net/jsp/common/DcLoOrgPer.jsp?sItemId=000002052536 A Weighted User Similarity Model for Cold Start Recommendations] - [[Parivash Pirasteh]]
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* [http://krex.k-state.edu/dspace/bitstream/handle/2097/19779/RohitParimi2015.pdf?sequence=6&isAllowed=y Collaborative Filtering Approaches for Single-domains and Cross-domain Recommender Systems] - [[Rohit Parimi]]
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* [http://ir.ii.uam.es/saul/saulvargas-thesis.pdf Novelty and Diversity Evaluation and Enhancement in Recommender Systems] - [[Saúl Vargas]]
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* [http://docear.org/papers/Towards%20Effective%20Research-Paper%20Recommender%20Systems%20and%20User%20Modeling%20based%20on%20Mind%20Maps.pdf Towards Effective Research-Paper Recommender Systems and User Modeling based on Mind Maps] - Joeran Beel
  
 
=== 2014 ===
 
=== 2014 ===
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* [http://scholarlyrepository.miami.edu/cgi/viewcontent.cgi?article=2209&context=oa_dissertations A Model-Based Music Recommendation System for Individual Users and Implicit User Groups] - [[Yajie Hu]]
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* [https://boa.unimib.it/retrieve/handle/10281/70560/104693/PhD_unimib_%20%09732150%20.pdf Advancing Recommender Systems from the Algorithm, Interface and Methodological Perspective] - [[Marco Rossetti]]
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* [http://infoscience.epfl.ch/record/199806 Aggregating Information from the Crowd: ratings, recommendations and predictions] - [[Florent Garcin]]
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* [http://wanlab.poly.edu/xiwang/doc/thesis.pdf Collaborative Filtering Based Social Recommender Systems] - [[Xiwang Yang]]
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* [http://digbib.ubka.uni-karlsruhe.de/volltexte/documents/3158723 Cross-domain Recommendations based on semantically-enhanced User Web Behavior] - [[Julia Hoxha]]
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* [http://www.win.tue.nl/ipa/?event=cryptographically-enhanced-privacy-for-recommender-systems Cryptographically-Enhanced Privacy for Recommender Systems] - [[Arjan Jeckmans]]
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* [http://conservancy.umn.edu/handle/11299/167084 Database management system support for collaborative filtering recommender systems] - [[Mohamed Sarwat]]
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* [https://www.researchgate.net/publication/292991578_Empirical_Evaluation_of_Active_Learning_Strategies_in_Collaborative_Filtering Empirical Evaluation of Active Learning Strategies in Collaborative Filtering] - [[Mehdi Elahi]]
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* [http://bit.ly/simonphd Dynamic Generation of Personalized Hybrid Recommender Systems] - [[Simon Dooms]]
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* Enhancing Discovery in Geoportals: Geo-Enrichment, Semantic Enhancement and Recommendation Strategies for Geo-Information Discovery - [[Bernhard Vockner]]
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* [http://www.lsi.upc.edu/~vcodina/phd.pdf Exploiting Distributional Semantics for Content-Based and Context-Aware Recommendation] - [[Victor Codina]]
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* [http://micheletrevisiol.com/data/Exploiting_Implicit_User_Activity_for_Media_Recommendation.pdf Exploiting Implicit User Activity for Media Recommendation] - [[Michele Trevisiol]]
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* [http://arks.princeton.edu/ark:/88435/dsp01nv935299q Information Aggregation in Quantized Consensus, Recommender Systems, and Ranking] - [[Shang Shang]]
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* [http://repository.lib.ncsu.edu/ir/bitstream/1840.16/9727/1/etd.pdf More Usable Recommendation Systems for Improving Software Quality] - [[Yoonki Song]]
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* [http://digitalcommons.fiu.edu/cgi/viewcontent.cgi?article=2550&context=etd Next Generation of Recommender Systems: Algorithms and Applications] - [[Lei Li]]
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* [https://tel.archives-ouvertes.fr/tel-01135312/document Privacy-enabled scalable recommender systems] -[[Andrés Moreno]]
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* [http://ethesis.unifr.ch/theses/downloads.php?file=TeranL.pdf SmartParticipation: A Fuzzy-Based Recommender System for Political Community-Building] - [[Luis Fernando Terán Tamayo]]
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* [http://elehack.net/research/thesis/ Towards Recommender Engineering: Tools and Experiments for Identifying Recommender Differences] - [[Michael Ekstrand]]
 
* [http://tampub.uta.fi/bitstream/handle/10024/95965/978-951-44-9551-9.pdf User Factors in Recommender Systems: Case Studies in e-Commerce, News Recommending, and e-Learning] - [[Juha Leino]]
 
* [http://tampub.uta.fi/bitstream/handle/10024/95965/978-951-44-9551-9.pdf User Factors in Recommender Systems: Case Studies in e-Commerce, News Recommending, and e-Learning] - [[Juha Leino]]
  
 
=== 2013 ===
 
=== 2013 ===
 
* [http://interactivesystems.info/publications/a-conceptual-model-and-a-software-framework-for-developing-context-aware-hybrid-recommender-systems A conceptual model and a software framework for developing context aware hybrid recommender systems] - [[Tim Hussein]]
 
* [http://interactivesystems.info/publications/a-conceptual-model-and-a-software-framework-for-developing-context-aware-hybrid-recommender-systems A conceptual model and a software framework for developing context aware hybrid recommender systems] - [[Tim Hussein]]
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* [http://shodhganga.inflibnet.ac.in/handle/10603/24399 Effective tag recommendation system based on topic ontology] - [[V Subramaniyaswamy]]
 
* [http://eprints.ucm.es/24533/ Estrategias de recomendación basadas en conocimiento para la localización personalizada de recursos en repositorios educativos] (Spanish) - [[Almudena Ruiz-Iniesta]]
 
* [http://eprints.ucm.es/24533/ Estrategias de recomendación basadas en conocimiento para la localización personalizada de recursos en repositorios educativos] (Spanish) - [[Almudena Ruiz-Iniesta]]
 
* [http://opus4.kobv.de/opus4-tuberlin/frontdoor/index/index/docId/3681 Evaluating the Accuracy and Utility of Recommender Systems] - [[Alan Said]]
 
* [http://opus4.kobv.de/opus4-tuberlin/frontdoor/index/index/docId/3681 Evaluating the Accuracy and Utility of Recommender Systems] - [[Alan Said]]
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* [http://julian-urbano.info/publications/061-evaluation-audio-music-similarity Evaluation in Audio Music Similarity] - [[Julián Urbano]]
 
* [https://biblio.ugent.be/input/download?func=downloadFile&recordOId=4163727&fileOId=4163752 Improved online services by personalized recommendations and optimal quality of experience parameters] - [[Toon De Pessemier]]
 
* [https://biblio.ugent.be/input/download?func=downloadFile&recordOId=4163727&fileOId=4163752 Improved online services by personalized recommendations and optimal quality of experience parameters] - [[Toon De Pessemier]]
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* [http://hdl.handle.net/10059/859 Integrating Content and Semantic Representations for Music Recommendation] - [[Ben Horsburgh]]
 
* [http://escholarship.org/uc/item/4xw874p5#page-1 Latent feature models for dyadic prediction] - [[Aditya Krishna Menon]]
 
* [http://escholarship.org/uc/item/4xw874p5#page-1 Latent feature models for dyadic prediction] - [[Aditya Krishna Menon]]
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* [http://edok01.tib.uni-hannover.de/edoks/e01dh13/767033973.pdf Living Analytics Methods for the Social Web] - [[Ernesto Diaz-Aviles]]
 
* [http://repository.tudelft.nl/assets/uuid:f7d3977e-f191-40d4-8f27-784a32902a55/thesis_yueshi.pdf Ranking and Context-awareness in Recommender Systems] - [[Yue Shi]]
 
* [http://repository.tudelft.nl/assets/uuid:f7d3977e-f191-40d4-8f27-784a32902a55/thesis_yueshi.pdf Ranking and Context-awareness in Recommender Systems] - [[Yue Shi]]
* [http://digitool-uam.greendata.es//exlibris/dtl/d3_1/apache_media/L2V4bGlicmlzL2R0bC9kM18xL2FwYWNoZV9tZWRpYS82NjA5NQ==.pdf Recommender Systems and Time Context: Characterization of a Robust Evaluation Protocol to Increase Reliability of Measured Improvemenets] - [[Pedro Campos]]
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* [https://repositorio.uam.es/bitstream/handle/10486/14091/66095_campos%20soto%20pedro%20g..pdf Recommender Systems and Time Context: Characterization of a Robust Evaluation Protocol to Increase Reliability of Measured Improvemenets] - [[Pedro Campos]]
 
* [http://users.soe.ucsc.edu/~jwang30/index.files/dissertation-Jian.pdf Session Aware Recommender System in E-Commerce] - [[Jian Wang]]
 
* [http://users.soe.ucsc.edu/~jwang30/index.files/dissertation-Jian.pdf Session Aware Recommender System in E-Commerce] - [[Jian Wang]]
 
* [http://doras.dcu.ie/17737/ Social contextuality and conversational recommender systems] - [[Eoin Hurrell]]
 
* [http://doras.dcu.ie/17737/ Social contextuality and conversational recommender systems] - [[Eoin Hurrell]]
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=== 2012 ===
 
=== 2012 ===
 
* [http://library.epfl.ch/en/theses/?nr=5318 Design and User Perception Issues for Personality-Engaged Recommender Systems] - [[Rong Hu]]
 
* [http://library.epfl.ch/en/theses/?nr=5318 Design and User Perception Issues for Personality-Engaged Recommender Systems] - [[Rong Hu]]
* Enhanced Vector Space Models for Content-based Recommender Systems - [[Cataldo Musto]]
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* [http://www.di.uniba.it/~swap/papers/musto_thesis.pdf Enhanced Vector Space Models for Content-based Recommender Systems] - [[Cataldo Musto]]
 
* [http://dalspace.library.dal.ca/bitstream/handle/10222/14735/Lipczak,%20Marek,%20PhD,%20CS,%20March%202012.pdf?sequence=5 Hybrid Tag Recommendation in Collaborative Tagging Systems] - [[Marek Lipczak]]
 
* [http://dalspace.library.dal.ca/bitstream/handle/10222/14735/Lipczak,%20Marek,%20PhD,%20CS,%20March%202012.pdf?sequence=5 Hybrid Tag Recommendation in Collaborative Tagging Systems] - [[Marek Lipczak]]
 
* [http://gradworks.umi.com/35/05/3505275.html Interaction Methods for Large Scale Graph Visualization Systems --- Using Manipulation to Aid Discovery] - [[Brynjar Gretarsson]]
 
* [http://gradworks.umi.com/35/05/3505275.html Interaction Methods for Large Scale Graph Visualization Systems --- Using Manipulation to Aid Discovery] - [[Brynjar Gretarsson]]
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* [http://gradworks.umi.com/34/70/3470158.html User session and history modeling for collaborative visualization] - [[Fanhai Yang]]
 
* [http://gradworks.umi.com/34/70/3470158.html User session and history modeling for collaborative visualization] - [[Fanhai Yang]]
  
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== 2000-2009 ==
 
=== 2009 ===
 
=== 2009 ===
 
* [http://opus.kobv.de/tuberlin/volltexte/2009/2245/pdf/lommatzsch_andreas.pdf Eine offene Architektur für die agentenbasierte, adaptive, personalisierte Informationsfilterung] (German) - [[Andreas Lommatzsch]]
 
* [http://opus.kobv.de/tuberlin/volltexte/2009/2245/pdf/lommatzsch_andreas.pdf Eine offene Architektur für die agentenbasierte, adaptive, personalisierte Informationsfilterung] (German) - [[Andreas Lommatzsch]]
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=== 2000 ===
 
=== 2000 ===
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== 1990s ==
  
 
=== 1999 ===
 
=== 1999 ===

Latest revision as of 18:44, 31 January 2022

Recommender systems related doctoral dissertations by year. For other types of theses see:

Dissertation within a year are sorted alphabetically by title.

2020s

2022

2021

2020


2010-2019

2019

2018

2017

2016

2015

2014

2013

2012

2011

2010

2000-2009

2009

2008

2007

2006

2005

2004

2003

2002

2001

2000

1990s

1999

1998

1997

External links