Publications

[Google Scholar]

2017

  • Wenjie Pei*, Jie Yang*, Zhu Sun, Jie Zhang, Alessandro Bozzon, David Tax. Interacting Attention-Gated Recurrent Networks for Recommendation. ACM International Conference on Information and Knowledge Management (CIKM), Singpore, November 6 - 10, 2017, ACM. (*: Equal Contribution.)
  • Jie Yang, Zhu Sun, Alessandro Bozzon, Jie Zhang, Martha Larson. CitRec 2017: International Workshop on Recommender Systems for Citizens. ACM Conference on Recommender Systems (RecSys), Como, Italy, August 27 - 31, 2017, ACM.
  • Zhu Sun*, Jie Yang*, Jie Zhang, Alessandro Bozzon, Yu Chen, Chi Xu. MRLR: Multi-level Representation Learning for Personalized Ranking in Recommendation. International Joint Conference on Artificial Intelligence (IJCAI), Melbourne, Australia, August 19 - 25, 2017. (*: Equal Contribution.)
  • Ujwal Gadiraju‏, Jie Yang, Alessandro Bozzon. Clarity is a Worthwhile Quality - On the Role of Task Clarity in Microtask Crowdsourcing. ACM Conference on Hypertext and Social Media (Hypertext), Prague, Czech Republic, July 4 - 7, p. 5-14, 2017, ACM. Douglas Engelbart Best Paper Award
  • Zhu Sun, Jie Yang, Jie Zhang and Alessandro Bozzon. Exploiting both Vertical and Horizontal Dimensions of Feature Hierarchy for Effective Recommendation. AAAI Conference on Artificial Intelligence (AAAI), San Francisco, California, US, February 4 – 9, p. 189-195, 2017, AAAI.[Slides]

    • 2016

  • Jie Yang, Judith Redi, Gianluca Demartini, Alessandro Bozzon. Modeling Task Complexity in Crowdsourcing. AAAI Conference on Human Computation and Crowdsourcing (HCOMP), Austin, TX, US, October 30 - November 3, p. 249-258, 2016, AAAI. [Slides]
  • Arkka Dhiratara, Jie Yang, Alessandro Bozzon and Geert-Jan Houben. Social Media Data Analytics for Tourism -- A Preliminary Study. Knowledge Discovery on the Web (KDWeb), Cagliari, Italy, September 08 - 10, 2016.
  • Jie Yang, Zhu Sun, Alessandro Bozzon, Jie Zhang. Learning Hierarchical Feature Influence for Recommendation by Recursive Regularization. ACM Conference on Recommender Systems (RecSys), Boston, MA, US, September 15 - 19, p. 51-58, 2016, ACM. [Slides] [Code]
  • Jie Yang, Alessandro Bozzon. On the Improvement of Quality and Reliability of Trust Cues in Micro-task Crowdsourcing (Position paper). ACM Web Science Workshop on Weaving Relations of Trust in Crowd Work: Transparency and Reputation across Platforms. (TURSTINCW@WebSci), Hannover, Germany, May 22 - 25, 2016, ACM. Best Paper Award
  • Deniz Iren, Cynthia Liem, Jie Yang, Alessandro Bozzon. Using Social Media to Reveal Social and Collective Perspectives on Music. ACM Conference on Web Science (WebSci), Hannover, Germany, May 22 - 25, p. 296-300, 2016, ACM.
  • Jie Yang, Claudia Hauff, Geert-Jan Houben and Christiaan Titos Bolivar. Diversity in Social Media Urban Analytics. International Conference on Web Engineering (ICWE), Lugano, Switzerland, June 6 - 9, p. 335-353, 2016, Springer LNCS.

    • 2015

  • Yuan Lu, Jie Yang. Notes on Low-rank Matrix Factorization. arxiv:1507.00333 (Arxiv), 2015.
  • Giuseppe Silvestri, Jie Yang, Alessandro Bozzon, Andrea Tagarelli. Linking Accounts across Social Networks: the Case of StackOverflow, Github and Twitter. Knowledge Discovery on the Web (KDWeb), Cagliari, Italy, September 03 - 05, 2015, p. 41-52, CEUR Vol-1489.
  • Jasper Oosterman, Jie Yang, Alessandro Bozzon, Lora Aroyo, Geert-Jan Houben. On the Impact of Knowledge Extraction and Aggregation on Crowdsourced Annotation of Visual Artworks. Computer Networks, 90 133-149, Elsevier, 2015.
  • Jie Yang, Alessandro Bozzon, Geert-Jan Houben. Harnessing Engagement for Knowledge Creation Acceleration in Collaborative Q&A Systems. User Modeling, Adaption and Personalization (UMAP), Dublin, Ireland, June 29 - July 03, p. 315-327, 2015, Springer LNC 9146.
  • Jie Yang, Alessandro Bozzon, Geert-Jan Houben. E-Wise: an Expertise-Driven Recommendation Platform for Web Question Answering Systems. International Conference on Web Engineering (ICWE), Rotterdam, the Netherlands, June 23 - 26, 2015, p. 691-694, 2015, Springer LNCS 9114.
  • Jie Yang, Alessandro Bozzon, Geert-Jan Houben. Knowledge Crowdsourcing Acceleration. International Conference on Web Engineering (ICWE), Rotterdam, the Netherlands, June 23 - 26, 2015, p. 691-694, 2015, Springer LNCS 9114.

    • 2014

  • Jie Yang, Claudia Hauff, Alessandro Bozzon, Geert-Jan Houben. Asking the Right Question in Collaborative Q&A Systems. ACM Conference on Hypertext and Social Media (Hypertext), Santiago Downtown, Chile, September 1 - 4, p. 179-189, 2014, ACM.
  • Jie Yang, Ke Tao, Alessandro Bozzon, and Geert-Jan Houben. Sparrows and Owls: Characterisation of Expert Behaviour in StackOverflow. User Modeling, Adaption and Personalization (UMAP), Aalborg, Denmark, July 7 - 11, 2014, p. 266-277, 2014, Springer LNCS.
  • Xi Long, Jie Yang, Tim Weysen, Reinder Haakma, Jerome Foussier, Pedro Fonseca, Ronald M. Aarts. Measuring dissimilarity between respiratory effort signals based on uniform scaling for sleep staging. Physiological Measurement, 35 (12) 2529-2542, 2014, Institude of Physics and Engineering in Medicine.

    • 2013

  • Hoang Thanh Lam, Toon Calders, Jie Yang, Fabian Moerchen and Dmitriy Fradkin. Zips: Mining Compressing Sequential Patterns in Streams. ACM SIGKDD Workshop on Interactive Data Exploration and Analytics (IDEA@KDD), Chicago, Illinois, USA, August 11 - 14, 2013, p. 54-62, 2013, ACM.