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Yue Shi received his PhD degree from Delft University of Technology in 2013, under the supervision of Prof. Alan Hanjalic, Dr. Martha Larson, and Prof. Inald Lagendijk. He obtained his BSc degree and MSc degree from Southeast University, China, in 2006 and 2008, respectively.
His up-to-date CV is available via request.
His research interest involves:
- recommender systems
- information retrieval
- data mining
- machine learning and social media analysis
- Survey article "Collaborative filtering beyond the user-item matrix: A survey of the state of the art and future challenges" to appear in ACM Computing Surveys, vol.47,no.1. Check it here.
- Short paper "Cross-domain collaborative filtering with factorization machines" with B. Loni, M. Larson and A. Hanjalic accepted in ECIR 2014
- "Learning to Rank for Recommender Systems" Tutorial together with Alexandros Karatzoglou and Linas Bultrunas presented in ACM RecSys 2013
- Best Paper Award, together with Alexandros Karatzoglou, Linas Bultrunas, Martha Larson, Nuria Oliver and Alan Hanjalic in ACM RecSys 2012
- Overall Winner Award, together with Martha Larson and Alan Hanjalic in ACM RecSys 2010 Challenge on Context-aware Movie Recommendation (CAMRa 2010)
- 6th out of 62 teams, together with Martha Larson and Alan Hanjalic in ECML/PKDD 2011 Discovery Challenge on VideoLecture.Net Cold Start Recommendation (ECML/PKDD 2011 Challenge)
- Best Poster Nominee, together with Martha Larson and Alan Hanjalic in 33rd European Conference on Information Retrieval (ECIR 2011)
His publication list is here.
His (or co-authored) recent presentations:
Datasets from his/co-authored work are available:
Implementation codes from his/co-authored work are available (or via request):
- ListRank code (RecSys2010 paper)
- CRMF code (ICWSM2011 paper)
- Multi-Rerank code (ECIR2011 paper)
- CLiMF code (RecSys2012 paper)
He serves as a reviewer for
- Journals: ACM TOIS, ACM TIST, IEEE TKDE, IEEE TMM, IEEE TCSVT, IPM, INS, JCST
- Conferences: SIGIR2012, AAAI2013, ECIR2011, CIKM(2011,2012,2013), WSDM2013, RecSys（2013,2014）
- Workshops: CaRR2013, GeoMM(2012,2013), CARS2012, ECML/PKDD2011 DCW
He is involved in projects: PetaMedia and CrowdRec