Dr Amir Jadidinejad

  • Research Associate (School of Computing Science)

Biography

I'm a research associate in the School of Computing Science at the University of Glasgow, working with Prof. Iadh Ounis and Dr. Craig Macdonald in the field of Recommendation Systems as part of Closed-Loop Data Science project.


Research interests

I am interested in machine/deep learning models that go beyond the typical models in Information Retrieval and Recommendation Systems to teach them how to understand user. I am also interested in understanding how current models scale to very large collections, such as WWW. Especially, I'm interested in the following topics:

  • Deep Learning:
    • sequence to sequence models
    • encoder-decoder models
    • neural machine translation
    • semantic embedding
    • multi-task transfer learning
  • Information Retrieval:
    • web document ranking
    • query reformulation
    • understanding user's query intent
    • clustering/classification
  • Recommendation Systems:
    • modeling user behaviour/implicit feedbacks
    • modeling the impact of recommendations
    • personalised ranking
  • Natural Language Engineering:
    • dialog systems
    • machine translation/transliteration
    • semantic relatedness
    • topic modeling

Additional information

visit my personal homepage for more information.


Publications

List by: Type | Date

Jump to: 2019
Number of items: 2.

2019

Jadidinejad, A. , Macdonald, C. and Ounis, I. (2019) How Sensitive is Recommendation Systems' Offline Evaluation to Popularity? In: REVEAL 2019 Workshop at RecSys, Copenhagen, Denmark, 20 Sep 2019, (Accepted for Publication)

Jadidinejad, A. , Macdonald, C. and Ounis, I. (2019) Unifying Explicit and Implicit Feedback for Rating Prediction and Ranking Recommendation Tasks. In: 5th ACM SIGIR International Conference on the Theory of Information Retrieval, Santa Clara, CA, USA, 02-05 Oct 2019, (Accepted for Publication)

This list was generated on Thu Sep 19 06:43:27 2019 BST.
Number of items: 2.

Conference Proceedings

Jadidinejad, A. , Macdonald, C. and Ounis, I. (2019) How Sensitive is Recommendation Systems' Offline Evaluation to Popularity? In: REVEAL 2019 Workshop at RecSys, Copenhagen, Denmark, 20 Sep 2019, (Accepted for Publication)

Jadidinejad, A. , Macdonald, C. and Ounis, I. (2019) Unifying Explicit and Implicit Feedback for Rating Prediction and Ranking Recommendation Tasks. In: 5th ACM SIGIR International Conference on the Theory of Information Retrieval, Santa Clara, CA, USA, 02-05 Oct 2019, (Accepted for Publication)

This list was generated on Thu Sep 19 06:43:27 2019 BST.