[Google Scholar]
2018
- Leveraging Crowdsourcing Data for Deep Active Learning - An Application: Learning Intents in Alexa
Jie Yang, Thomas Drake, Andreas Damianou, Yoelle Maarek
The Web Conference, previously known as the World Wide Web Conference (WWW), 2018
- How do Crowdworker Communities and Microtask Markets Influence Each Other? A Data-Driven Study on Amazon Mechanical Turk
Jie Yang, Carlo van der Valk, Tobias Hoßfeld, Judith Redi, Alessandro Bozzon
AAAI Conference on Human Computation and Crowdsourcing (HCOMP), 2018
- Recurrent Knowledge Graph Embedding for Effective Recommendation
Zhu Sun, Jie Yang, Jie Zhang, Alessandro Bozzon, LongKai Huang, Chi Xu
ACM Conference on Recommender Systems (RecSys), 2018
- LearningQ: A Large-scale Dataset for Educational Question Generation
Guanliang Chen, Jie Yang, Claudia Hauff, Geert-Jan Houben
AAAI Conference on Web and Social Media (ICWSM), 2018
- Social Gamification in Enterprise Crowdsourcing
Gregory Afentoulidi, Zoltán Szlávik, Jie Yang, Alessandro Bozzon
ACM Conference on Web Science (WebSci), 2018
- Using Social Media for Attendees Density Estimation in City-Scale Events
Vincent Xun Gong, Jie Yang, Winnie Daamen, Alessandro Bozzon, Serge Hoogendoorn, Geert-Jan Houben
IEEE Access, 2018
- Regionalization of Social Interactions and Points-of Interest Location Prediction with Geosocial Data
Achilleas Psyllidis, Jie Yang, Alessandro Bozzon
IEEE Access, 2018
2017
- Crowd Knowledge Creation Acceleration
Jie Yang
PhD Dissertation
News on our department website
- Interacting Attention-Gated Recurrent Networks for Recommendation
Wenjie Pei*, Jie Yang*, Zhu Sun, Jie Zhang, Alessandro Bozzon, David Tax (*: Equal Contribution)
ACM International Conference on Information and Knowledge Management (CIKM), 2017
- CitRec 2017: International Workshop on Recommender Systems for Citizens
Jie Yang, Zhu Sun, Alessandro Bozzon, Jie Zhang, Martha Larson
ACM Conference on Recommender Systems (RecSys), 2017
- MRLR: Multi-level Representation Learning for Personalized Ranking in Recommendation [Code]
Zhu Sun*, Jie Yang*, Jie Zhang, Alessandro Bozzon, Yu Chen, Chi Xu (*: Equal Contribution)
International Joint Conference on Artificial Intelligence (IJCAI), 2017
- Clarity is a Worthwhile Quality - On the Role of Task Clarity in Microtask Crowdsourcing
Ujwal Gadiraju, Jie Yang, Alessandro Bozzon
ACM Conference on Hypertext and Social Media (Hypertext), 2017
Douglas Engelbart Best Paper Award
- Exploiting both Vertical and Horizontal Dimensions of Feature Hierarchy for Effective Recommendation [Slides]
Zhu Sun, Jie Yang, Jie Zhang and Alessandro Bozzon
AAAI Conference on Artificial Intelligence (AAAI), 2017
2016
- Modeling Task Complexity in Crowdsourcing [Slides]
Jie Yang, Judith Redi, Gianluca Demartini, Alessandro Bozzon
AAAI Conference on Human Computation and Crowdsourcing (HCOMP), 2016
- Social Media Data Analytics for Tourism -- A Preliminary Study
Arkka Dhiratara, Jie Yang, Alessandro Bozzon and Geert-Jan Houben
Knowledge Discovery on the Web (KDWeb), 2016
- Learning Hierarchical Feature Influence for Recommendation by Recursive Regularization [Slides] [Code]
Jie Yang, Zhu Sun, Alessandro Bozzon, Jie Zhang
ACM Conference on Recommender Systems (RecSys), 2016
- On the Improvement of Quality and Reliability of Trust Cues in Micro-task Crowdsourcing (Position paper)
Jie Yang, Alessandro Bozzon
ACM Web Science Workshop on Weaving Relations of Trust in Crowd Work: Transparency and Reputation across Platforms (TURSTINCW@WebSci), 2016
Best Paper Award
- Using Social Media to Reveal Social and Collective Perspectives on Music
Deniz Iren, Cynthia Liem, Jie Yang, Alessandro Bozzon
ACM Conference on Web Science (WebSci), 2016
- Diversity in Social Media Urban Analytics
Jie Yang, Claudia Hauff, Geert-Jan Houben and Christiaan Titos Bolivar
International Conference on Web Engineering (ICWE), 2016
2015
- Notes on Low-rank Matrix Factorization
Yuan Lu, Jie Yang
arxiv:1507.00333
- Linking Accounts across Social Networks: the Case of StackOverflow, Github and Twitter
Giuseppe Silvestri, Jie Yang, Alessandro Bozzon, Andrea Tagarelli
Knowledge Discovery on the Web (KDWeb), 2015
- On the Impact of Knowledge Extraction and Aggregation on Crowdsourced Annotation of Visual Artworks
Jasper Oosterman, Jie Yang, Alessandro Bozzon, Lora Aroyo, Geert-Jan Houben
Computer Networks, 90 133-149, Elsevier
- Harnessing Engagement for Knowledge Creation Acceleration in Collaborative Q&A Systems
Jie Yang, Alessandro Bozzon, Geert-Jan Houben
User Modeling, Adaption and Personalization (UMAP), 2015
- E-Wise: an Expertise-Driven Recommendation Platform for Web Question Answering Systems
Jie Yang, Alessandro Bozzon, Geert-Jan Houben
International Conference on Web Engineering (ICWE), 2015
- Knowledge Crowdsourcing Acceleration
Jie Yang, Alessandro Bozzon, Geert-Jan Houben
International Conference on Web Engineering (ICWE), 2015
2014
- Asking the Right Question in Collaborative Q&A Systems
Jie Yang, Claudia Hauff, Alessandro Bozzon, Geert-Jan Houben
ACM Conference on Hypertext and Social Media (Hypertext), 2014
- Sparrows and Owls: Characterisation of Expert Behaviour in StackOverflow
Jie Yang, Ke Tao, Alessandro Bozzon, and Geert-Jan Houben
User Modeling, Adaption and Personalization (UMAP) , 2014
- Measuring Dissimilarity between Respiratory Effort Signals Based on Uniform Scaling for Sleep Btaging
Xi Long, Jie Yang, Tim Weysen, Reinder Haakma, Jerome Foussier, Pedro Fonseca, Ronald M. Aarts
Physiological Measurement , 35 (12) 2529-2542, Institude of Physics and Engineering in Medicine
2013