Farshad Bakhshandegan Moghaddam

PhD Student
Computer Science Institute
University of Bonn

Profiles: DBLP

Endenicher Allee 19a, 53115 Bonn
University of Bonn, Computer Science

Short CV


Farshad Bakhshandegan Moghaddam is a PhD student at the University of Bonn in Smart Data Analytics (SDA). His research interests are in the area of Machine Learning, Recommendation Systems, and Semantic Web. He got his bachelor in Information Technology and his master’s in Computer Science from the Institute for Advanced Studies in Basic Sciences (IASBS).

Research Interests


  • Machine Learning
  • Recommendation Systems
  • Knowledge Graphs

Projects


Publications

2022

Moghaddam, Farshad Bakhshandegan; Lehmann, Jens; Jabeen, Hajira

DistAD: A Distributed Generic Anomaly Detection Framework over Large KGs Proceedings Article

In: 16th IEEE International Conference on Semantic Computing, ICSC 2022, Laguna Hills, CA, USA, January 26-28, 2022, pp. 243–250, IEEE, 2022.

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2021

Draschner, Carsten Felix; Stadler, Claus; Moghaddam, Farshad Bakhshandegan; Lehmann, Jens; Jabeen, Hajira

DistRDF2ML - Scalable Distributed In-Memory Machine Learning Pipelines for RDF Knowledge Graphs Proceedings Article

In: CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021, pp. 4465–4474, ACM, 2021.

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Moghaddam, Farshad Bakhshandegan; Draschner, Carsten; Lehmann, Jens; Jabeen, Hajira

Literal2Feature: An Automatic Scalable RDF Graph Feature Extractor Proceedings Article

In: Further with Knowledge Graphs - Proceedings of the 17th International Conference on Semantic Systems, SEMANTiCS 2017, Amsterdam, The Netherlands, September 6-9, 2021, pp. 74–88, IOS Press, 2021.

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Elahi, Mehdi; Moghaddam, Farshad Bakhshandegan; Hosseini, Reza; Rimaz, Mohammad Hossein; Ioini, Nabil El; Tkalcic, Marko; Trattner, Christoph; Tillo, Tammam

Recommending Videos in Cold Start With Automatic Visual Tags Proceedings Article

In: Adjunct Publication of the 29th ACM Conference on User Modeling, Adaptation and Personalization, UMAP 2021, Utrecht, The Netherlands, June 21-25, 2021, pp. 54–60, ACM, 2021.

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Adamczak, Jens; Deldjoo, Yashar; Moghaddam, Farshad Bakhshandegan; Knees, Peter; Leyson, Gerard Paul; Monreal, Philipp

Session-based Hotel Recommendations Dataset: As part of the ACM Recommender System Challenge 2019 Journal Article

In: ACM Trans. Intell. Syst. Technol., vol. 12, no. 1, pp. 1:1–1:20, 2021.

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2020

Elahi, Mehdi; Hosseini, Reza; Rimaz, Mohammad Hossein; Moghaddam, Farshad Bakhshandegan; Trattner, Christoph

Visually-Aware Video Recommendation in the Cold Start Proceedings Article

In: HT '20: 31st ACM Conference on Hypertext and Social Media, Virtual Event, USA, July 13-15, 2020, pp. 225–229, ACM, 2020.

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Rimaz, Mohammad Hossein; Hosseini, Reza; Elahi, Mehdi; Moghaddam, Farshad Bakhshandegan

AudioLens: Audio-Aware Video Recommendation for Mitigating New Item Problem Proceedings Article

In: Service-Oriented Computing - ICSOC 2020 Workshops - AIOps, CFTIC, STRAPS, AI-PA, AI-IOTS, and Satellite Events, Dubai, United Arab Emirates, December 14-17, 2020, Proceedings, pp. 365–378, Springer, 2020.

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2019

Knees, Peter; Deldjoo, Yashar; Moghaddam, Farshad Bakhshandegan; Adamczak, Jens; Leyson, Gerard Paul; Monreal, Philipp

Rec Sys challenge 2019: session-based hotel recommendations Proceedings Article

In: Proceedings of the 13th ACM Conference on Recommender Systems, RecSys 2019, Copenhagen, Denmark, September 16-20, 2019, pp. 570–571, ACM, 2019.

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Knees, Peter; Deldjoo, Yashar; Moghaddam, Farshad Bakhshandegan; Adamczak, Jens; Leyson, Gerard Paul; Monreal, Philipp

Rec Sys challenge 2019: session-based hotel recommendations Proceedings Article

In: Proceedings of the 13th ACM Conference on Recommender Systems, RecSys 2019, Copenhagen, Denmark, September 16-20, 2019, pp. 570–571, ACM, 2019.

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Moghaddam, Farshad Bakhshandegan; Elahi, Mehdi; Hosseini, Reza; Trattner, Christoph; Tkalcic, Marko

Predicting Movie Popularity and Ratings with Visual Features Proceedings Article

In: 14th International Workshop on Semantic and Social Media Adaptation and Personalization, SMAP 2019, Larnaca, Cyprus, June 9-10, 2019, pp. 1–6, IEEE, 2019.

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Rimaz, Mohammad Hossein; Elahi, Mehdi; Moghaddam, Farshad Bakhshandegan; Trattner, Christoph; Hosseini, Reza; Tkalcic, Marko

Exploring the Power of Visual Features for the Recommendation of Movies Proceedings Article

In: Proceedings of the 27th ACM Conference on User Modeling, Adaptation and Personalization, UMAP 2019, Larnaca, Cyprus, June 9-12, 2019, pp. 303–308, ACM, 2019.

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2018

Biswas, Russa; Türker, Rima; Moghaddam, Farshad Bakhshandegan; Koutraki, Maria; Sack, Harald

Wikipedia Infobox Type Prediction Using Embeddings Proceedings Article

In: Proceedings of the First Workshop on Deep Learning for Knowledge Graphs and Semantic Technologies (DL4KGS) co-located with the 15th Extended Semantic Web Conerence (ESWC 2018), Heraklion, Crete, Greece, June 4, 2018, pp. 46–55, CEUR-WS.org, 2018.

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Koutraki, Maria; Moghaddam, Farshad Bakhshandegan; Sack, Harald

Temporal Role Annotation for Named Entities Proceedings Article

In: Proceedings of the 14th International Conference on Semantic Systems, SEMANTiCS 2018, Vienna, Austria, September 10-13, 2018, pp. 223–234, Elsevier, 2018.

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Moghaddam, Farshad Bakhshandegan; Bigham, Bahram Sadeghi

EXTRA: EXpertise-Boosted Model for Trust-Based Recommendation System Based on Supervised Random Walk Journal Article

In: Comput. Informatics, vol. 37, no. 5, pp. 1209–1230, 2018.

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2017

Elahi, Mehdi; Deldjoo, Yashar; Moghaddam, Farshad Bakhshandegan; Cella, Leonardo; Cereda, Stefano; Cremonesi, Paolo

Exploring the Semantic Gap for Movie Recommendations Proceedings Article

In: Proceedings of the Eleventh ACM Conference on Recommender Systems, RecSys 2017, Como, Italy, August 27-31, 2017, pp. 326–330, ACM, 2017.

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2016

Deldjoo, Yashar; Elahi, Mehdi; Cremonesi, Paolo; Moghaddam, Farshad Bakhshandegan; Caielli, Andrea Luigi Edoardo

How to Combine Visual Features with Tags to Improve Movie Recommendation Accuracy? Proceedings Article

In: E-Commerce and Web Technologies - 17th International Conference, EC-Web 2016, Porto, Portugal, September 5-8, 2016, Revised Selected Papers, pp. 34–45, 2016.

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2013

Didandeh, Arman; Bigham, Bahram Sadeghi; Khosravian, Mehdi; Moghaddam, Farshad Bakhshandegan

Using Voronoi diagrams to solve a hybrid facility location problem with attentive facilities Journal Article

In: Inf. Sci., vol. 234, pp. 203–216, 2013.

Links | BibTeX