Publications

Journal Papers

Next Generation Indexing for Genomic Intervals
Vahid Jalili, Matteo Matteucci, Jeremy Goecks, Yashar Deldjoo, Stefano Ceri
IEEE Transactions on Knowledge and Data Engineering 2018

Using Visual Features based on MPEG-7 and Deep Learning for Movie Recommendation
Yashar Deldjoo, Mehdi Elahi, Massimo Quadrana, Paolo Cremonesi
Springer Journal of Multimedia Information Retrieval 2018

Current Challenges and Visions in Music Recommender Systems Research
Markus Schedl, Hamed Zamani, Ching-Wei Chen, Yashar Deldjoo, Mehdi Elahi
Springer Journal of Multimedia Information Retrieval 2018

Content-based Video Recommendation System based on Stylistic Visual Features
Yashar Deldjoo, Mehdi Elahi, Paolo Cremonesi, Franca Garzotto, Pietro Piazzolla, Massimo Quadrana
Springer Journal on Data Semantics 2016

A Low-cost Infrared-optical Head Tracking Solution for Virtual 3D Audio Environment using the Nintendo Wii-Remote
Yashar Deldjoo, Reza Ebrahimi Atani
Elsevier Journal on Entertainment Computing 2016

Patents

Enhanced content-based multimedia recommendation method
Paolo Cremonesi, Mehdi Elahi, Yashar Deldjoo
US Patent US20180089513A1 (US-Patent 2018)

Tutorials

Multimedia Recommender Systems
Yashar Deldjoo, Markus Schedl, Balasz Hidasi, Peter Kness
Proceedings of 12th ACM Conference of Recommender Systems 2018 (RecSys 2018)

Conference Papers

Audio-Visual Encoding of Multimedia Content to Enhance Movie Recommendations
Yashar Deldjoo, Mihai Gabriel Constantin, Hamid Eghbal-zadeh, Markus Schedl, Bogdan Ionescu, Paolo Cremonesi
Proceedings of 12th ACM Conference of Recommender Systems 2018 (RecSys 2018)

MMTF-14K: A Multifaceted Movie Trailer Feature Dataset for Recommendation and Retrieval
Yashar Deldjoo, Mihai Gabriel Constantin, Markus Schedl, Bogdan Ionescu, Paolo Cremonesi
Proceedings of the 9th ACM Multimedia Systems Conference 2018 (MMSys 2018)

Exploring the Semantic Gap for Movie Recommendations
Mehdi Elahi, Yashar Deldjoo, Farshad B. Moghaddam, Leonardo Cella, Stefano Cereda, Paolo Cremonesi
Proceedings of 11th ACM Conference of Recommender Systems 2017 (RecSys 2017)

How to Combine Visual Features with Tags to Improve Movie Recommendation Accuracy?
Yashar Deldjoo, Mehdi Elahi, Paolo Cremonesi, Farshad B. Moghaddam, Andrea Luigi Edoardo Caielli
International Conference on Electronic Commerce and Web Technologie 2016 (EC-Web 2016).

Toward Effective Movie Recommendations Based on Mise-en-scene Film Styles
Yashar Deldjoo, Mehdi Elahi, Massimo Quadrana, Paolo Cremonesi, Franca Garzotto
Proceedings of the 11th ACM Biannual Conference on Italian SIGCHI Chapter 2015 (CHItaly 2015).

Toward Building a Content-Based Video Recommendation System Based on Low-Level Features
Yashar Deldjoo, Mehdi Elahi, Massimo Quadrana, Paolo Cremonesi
International Conference on Electronic Commerce and Web Technologie 2015 (EC-Web 2015)

Extended Abstracts/Workshop Papers

The MediaEval 2018 Movie Recommendation Task: Recommending Movies Using Content
Yashar Deldjoo, Mihai Gabriel Constantin, Athanasios Dritsas, Bogdan Ionescu, Markus Schedl
MediaEval 2018 Workshop (MediaEval 2018 overview)

Movie Rating Prediction using Multimedia Content and Modeling as a Classification Problem
Fatemeh Nazary, Yashar Deldjoo
MediaEval 2018 Workshop (MediaEval 2018 working note)

Content-Based Multimedia Recommendation Systems: Definition and Application Domains
Yashar Deldjoo, Markus Schedl, Paolo Cremonesi, Gabriella Pasi
Proceedings of the 9th Italian Information Retrieval Workshop (IIR 2018)

The Effect of Different Video Summarization Models on the Quality of Video Recommendation based
on Low-level Visual Features

Yashar Deldjoo, Paolo Cremonesi, Markus Schedl, Massimo Quadrana
15th ACM Workshop on Content-Based Multimedia Indexing (CBMI 2017).

Recsys Challenge 2017: Offline and Online Evaluation
Fabian Abel, Yashar Deldjoo, Mehdi Elahi, Daniel Kohlsdorf
Proceedings of 11th ACM Conference of Recommender Systems 2017 (RecSys 2017)

Enhancing Children’s Experience with Recommendation Systems
Yashar Deldjoo, Cristina Fra, Massimo Valla, Antonio Paladini, Davide Anghileri, Mustafa A. Tuncel, Franca Garzotto, Paolo Cremonesi
Workshop on Children and Recommender Systems (KidRec@RecSys 2017)

Letting Users Assist What to Watch: An Interactive Query-by-Example Movie Recommendation System
Yashar Deldjoo, Cristina Frà, Massimo Valla, Paolo Cremonesi
Proceedings of the 8th Italian Information Retrieval Workshop
(IIR 2017)

Recsys Challenge 2018: Automatic Playlist Continuation
Markus Schedl, Hamed Zamani, Ching-Wei Chen, Yashar Deldjoo, Mehdi Elahi
Proceedings of the 18th International Society for Music Information Retrieval Conference 2017 (ISMIR LBD 2017)

Using Visual Features and Latent Factors for Movie Recommendation
Yashar Deldjoo, Mehdi Elahi, Paolo Cremonesi
Workshop on New Trends in Content-based Recommender Systems (CBRecSys@RecSys 2016)

Recommending Movies Based on Mise-en-Scene Design
Yashar Deldjoo, Mehdi Elahi, Paolo Cremonesi, Franca Garzotto, Pietro Piazzolla
Proceedings of the 2016 CHI Conference Extended Abstracts on Human Factors in Computing Systems
(CHI Extended Abstracts 2016)

Collaborators (co-authors)

I have had the pleasure to work with several great researchers around the world: