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:
 +
* [[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.
 +
 +
== 2020s ==
 +
 +
=== 2022 ===
 +
* [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]]
 +
 +
=== 2021 ===
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* [http://adrem.uantwerpen.be/bibrem/pubs/Jeunen2021PhDThesis.pdf Offline Approaches to Recommendation with Online Success] - [[Olivier Jeunen]]
 +
 +
* [https://andrebola.github.io/thesis_v_26_10_21.pdf Music Recommender Systems: Taking Into Account The Artists’ Perspective] - [[Andres Ferraro]]
 +
 +
=== 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 ==
 +
=== 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
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 +
=== 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]]
 +
* [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]]
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* [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 ===
* Evaluating the Accuracy and Utility of Recommender Systems - [[Alan Said]]
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* [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]]
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* [http://eprints.ucm.es/24533/ Estrategias de recomendación basadas en conocimiento para la localización personalizada de recursos en repositorios educativos] (Spanish) - [[Almudena Ruiz-Iniesta]]
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* [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]]
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* [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]]
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* [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]]
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* [http://repository.tudelft.nl/assets/uuid:f7d3977e-f191-40d4-8f27-784a32902a55/thesis_yueshi.pdf Ranking and Context-awareness in Recommender Systems] - [[Yue Shi]]
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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]]
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* [http://users.soe.ucsc.edu/~jwang30/index.files/dissertation-Jian.pdf Session Aware Recommender System in E-Commerce] - [[Jian Wang]]
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* [http://doras.dcu.ie/17737/ Social contextuality and conversational recommender systems] - [[Eoin Hurrell]]
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* [http://liris.cnrs.fr/Documents/Liris-6406.pdf Trace-Based Reasoning for User Assistance and Recommendations] - [[Raafat Zarka]]
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* [http://kth.diva-portal.org/smash/record.jsf?pid=diva2:606503 Trust-Based User Profiling] - [[Nima Dokoohaki]]
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* [http://scidok.sulb.uni-saarland.de/volltexte/2013/5528/pdf/Boehmer_2013_MobileApplicationUsage_low.pdf Understanding and supporting mobile application usage] - [[Matthias Böhmer]]
 +
* [http://d-scholarship.pitt.edu/19733/ User Contrallability in a Hybrid Recommender System] - [[Denis Parra]]
  
 
=== 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]]
 +
* [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]]
 +
* [http://www.evazangerle.at/wp-content/papercite-data/pdf/evaphd.pdf Leveraging Recommender Systems for the Creation and Maintenance of Structure within Collaborative Social Media Platforms] - [[Eva Zangerle]]
 +
* [https://eldorado.tu-dortmund.de/bitstream/2003/29661/1/Dissertation.pdf Leveraging Tagging Data for Recommender Systems] - [[Fatih Gedikli]]
 
* [http://cseweb.ucsd.edu/~bmcfee/papers/bmcfee_dissertation.pdf More like this: machine learning approaches to music similarity] - [[Brian McFee]]
 
* [http://cseweb.ucsd.edu/~bmcfee/papers/bmcfee_dissertation.pdf More like this: machine learning approaches to music similarity] - [[Brian McFee]]
 +
* [http://urn.kb.se/resolve?urn=urn:nbn:no:ntnu:diva-17249 On some Challenges for Online Trust and Reputation Systems] - [[Mozhgan Tavakolifard]]
 
* [http://www.l3s.de/~krestel/cmsimple3_2/?Publications:Others:PhD_Thesis_12 On the Use of Language Models and Topic Models in the Web: New Algorithms for Filtering, Classification, Ranking, and Recommendation] - [[Ralf Krestel]]
 
* [http://www.l3s.de/~krestel/cmsimple3_2/?Publications:Others:PhD_Thesis_12 On the Use of Language Models and Topic Models in the Web: New Algorithms for Filtering, Classification, Ranking, and Recommendation] - [[Ralf Krestel]]
 
* [http://ir.ii.uam.es/~alejandro/thesis/thesis-bellogin.pdf Performance prediction and evaluation in Recommender Systems: an Information Retrieval perspective] - [[Alejandro Bellogin]]
 
* [http://ir.ii.uam.es/~alejandro/thesis/thesis-bellogin.pdf Performance prediction and evaluation in Recommender Systems: an Information Retrieval perspective] - [[Alejandro Bellogin]]
 +
* [http://eprints.qut.edu.au/59507/1/Noraswaliza_Abdullah_Thesis.pdf Integrating collaborative filtering and matching-based search for product recommendation] - [[Noraswaliza Abdullah]]
 
* [http://www.uns.ac.rs/sr/doktorske/aleksandraKlasnjaMilicevic/disertacija.pdf Personalized Recommendation Based on Collaborative Tagging Techniques for an E-learning System] - [[Aleksandra Klašnja‐Milićević]]
 
* [http://www.uns.ac.rs/sr/doktorske/aleksandraKlasnjaMilicevic/disertacija.pdf Personalized Recommendation Based on Collaborative Tagging Techniques for an E-learning System] - [[Aleksandra Klašnja‐Milićević]]
 
* [http://arxiv.org/pdf/1203.4487v2 Recommender systems in industrial contexts] - [[Frank Meyer]]
 
* [http://arxiv.org/pdf/1203.4487v2 Recommender systems in industrial contexts] - [[Frank Meyer]]
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* [http://www.eric.ed.gov/ERICWebPortal/search/detailmini.jsp?_nfpb=true&_&ERICExtSearch_SearchValue_0=ED534217&ERICExtSearch_SearchType_0=no&accno=ED534217 Deployment of Recommender Systems: Operational and Strategic Issues] - [[Abhijeet Ghoshal]]
 
* [http://www.eric.ed.gov/ERICWebPortal/search/detailmini.jsp?_nfpb=true&_&ERICExtSearch_SearchValue_0=ED534217&ERICExtSearch_SearchType_0=no&accno=ED534217 Deployment of Recommender Systems: Operational and Strategic Issues] - [[Abhijeet Ghoshal]]
 
* [http://espace.library.uq.edu.au/view/UQ:263213 Effective and Efficient Collaborative Filtering] - [[Yi Ding]]
 
* [http://espace.library.uq.edu.au/view/UQ:263213 Effective and Efficient Collaborative Filtering] - [[Yi Ding]]
 +
* [http://www.cse.cuhk.edu.hk/lyu/_media/students/thesisxin9.pdf Effective Fusion-based Approaches for Recommender Systems] - [[Xin Xin]]
 
* [http://www.aka-verlag.com/de/detail?ean=978-3-89838-332-5 Formal Concept Analysis and Tag Recommendations in Collaborative Tagging Systems] - [[Robert Jäschke]]
 
* [http://www.aka-verlag.com/de/detail?ean=978-3-89838-332-5 Formal Concept Analysis and Tag Recommendations in Collaborative Tagging Systems] - [[Robert Jäschke]]
 
* [http://uclab.khu.ac.kr/resources/thesis/PhD_Thesis_Weiwei.pdf Improved Trust-Aware Recommender System using Small-Worldness of Trust Networks] - [[Weiwei Yuan]]
 
* [http://uclab.khu.ac.kr/resources/thesis/PhD_Thesis_Weiwei.pdf Improved Trust-Aware Recommender System using Small-Worldness of Trust Networks] - [[Weiwei Yuan]]
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* [http://slavnik.fe.uni-lj.si/markot/uploads/Main/2010_tkalcic_phd.pdf Recognition and usage of emotive parameters in recommender systems] - [[Marko Tkalčič]]
 
* [http://slavnik.fe.uni-lj.si/markot/uploads/Main/2010_tkalcic_phd.pdf Recognition and usage of emotive parameters in recommender systems] - [[Marko Tkalčič]]
 
* [http://gradworks.umi.com/34/79/3479962.html Swarm intellilgence for clustering dynamic data sets for web usage mining and personalization] - [[Esin Saka]]
 
* [http://gradworks.umi.com/34/79/3479962.html Swarm intellilgence for clustering dynamic data sets for web usage mining and personalization] - [[Esin Saka]]
 +
* [http://eprints.qut.edu.au/41879/1/Huizhi_Liang_Thesis.pdf User profiling based on folksonomy information in Web 2.0 for personalized recommender systems] - [[Huizhi Liang]]
 
* [http://eprints.qut.edu.au/49168/1/Touhid_Bhuiyan_Thesis.pdf Trust-based automated recommendation making] - [[Touhid Bhuiyan]]
 
* [http://eprints.qut.edu.au/49168/1/Touhid_Bhuiyan_Thesis.pdf Trust-based automated recommendation making] - [[Touhid Bhuiyan]]
 
* [http://digbib.ubka.uni-karlsruhe.de/volltexte/documents/1687272 Using Data Mining for Facilitating User Contributions in the Social Semantic Web] - [[Maryam Ramezani]]
 
* [http://digbib.ubka.uni-karlsruhe.de/volltexte/documents/1687272 Using Data Mining for Facilitating User Contributions in the Social Semantic Web] - [[Maryam Ramezani]]
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* [http://lib.tkk.fi/Diss/2010/isbn9789526031514/isbn9789526031514.pdf Methods and Applications for Ontology-based Recommender Systems] - [[Tuukka Ruotsalo]]
 
* [http://lib.tkk.fi/Diss/2010/isbn9789526031514/isbn9789526031514.pdf Methods and Applications for Ontology-based Recommender Systems] - [[Tuukka Ruotsalo]]
 
* [http://theses.gla.ac.uk/2132/01/2010hopfgartner1phd.pdf Personalised video retrieval: application of implicit feedback and semantic user profiles] - [[Frank Hopfgartner]]
 
* [http://theses.gla.ac.uk/2132/01/2010hopfgartner1phd.pdf Personalised video retrieval: application of implicit feedback and semantic user profiles] - [[Frank Hopfgartner]]
 +
* [http://www.dsc.ufcg.edu.br/~lbmarinho/homepage/pub/thesis_marinho.pdf Recommender Systems for Social Tagging Systems] - [[Leandro Balby Marinho]]
 
* [http://www.verlagdrkovac.de/3-8300-5081-X.htm Recommender Systeme für produktbegleitende Dienstleistungen] - [[Margarethe Frohs]]
 
* [http://www.verlagdrkovac.de/3-8300-5081-X.htm Recommender Systeme für produktbegleitende Dienstleistungen] - [[Margarethe Frohs]]
 
* [http://wrap.warwick.ac.uk/3759/1/WRAP_THESIS_Li_2010.pdf Relational clustering models for knowledge discovery and recommender systems] - [[Tao Li]]
 
* [http://wrap.warwick.ac.uk/3759/1/WRAP_THESIS_Li_2010.pdf Relational clustering models for knowledge discovery and recommender systems] - [[Tao Li]]
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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]]
  
 +
== 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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* [http://hal.inria.fr/docs/00/34/83/70/PDF/TeseFinal.pdf Recommender System based on Personality Traits] - [[Maria Augusta Silveira Netto Nunes]]
 
* [http://hal.inria.fr/docs/00/34/83/70/PDF/TeseFinal.pdf Recommender System based on Personality Traits] - [[Maria Augusta Silveira Netto Nunes]]
 
* [http://winnie.kuis.kyoto-u.ac.jp/members/yoshii/d-thesis-yoshii.pdf Studies on Hybrid Music Recommendation Using Timbral and Rhythmic Features] - [[Kazuyoshi Yoshii]]
 
* [http://winnie.kuis.kyoto-u.ac.jp/members/yoshii/d-thesis-yoshii.pdf Studies on Hybrid Music Recommendation Using Timbral and Rhythmic Features] - [[Kazuyoshi Yoshii]]
* Towards Metadata-aware Algorithms for Recommender Systems - [[Karen H. L. Tso-Sutter]]
+
* [http://www.peterlang.com/index.cfm?event=cmp.ccc.seitenstruktur.detailseiten&seitentyp=produkt&pk=56341&cid=367 Towards Metadata-aware Algorithms for Recommender Systems] - [[Karen H. L. Tso-Sutter]]
 
* [http://hci.epfl.ch/members/lichen/EPFL_TH4140.pdf User Decision Improvement and Trust Building in Product Recommender Systems] - [[Li Chen]]
 
* [http://hci.epfl.ch/members/lichen/EPFL_TH4140.pdf User Decision Improvement and Trust Building in Product Recommender Systems] - [[Li Chen]]
 
  
 
=== 2007 ===
 
=== 2007 ===
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=== 2003 ===
 
=== 2003 ===
 
* [http://eia.udg.es/~mmontane/montaner-thesis03.pdf Collaborative recommender agents based on case-based reasoning and trust] - [[Miquel Montaner]]
 
* [http://eia.udg.es/~mmontane/montaner-thesis03.pdf 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]]
+
* [https://circle.ubc.ca/bitstream/handle/2429/14933/ubc_2003-859525.pdf?sequence=1 The Impact of Internalization and Familiarity on Trust and Adoption of Recommendation Agents] - [[Sherrie Komiak]]
 
* [http://knuth.luther.edu/~bmiller/Papers/thesis.pdf Toward a Personal Recommender System] - [[Bradley N. Miller]]
 
* [http://knuth.luther.edu/~bmiller/Papers/thesis.pdf Toward a Personal Recommender System] - [[Bradley N. Miller]]
  
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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