Number of co-authors:21
Number of publications with 3 favourite co-authors:Hua Zhong:Michael F. Cohen:Johannes Kopf:
Ying-Qing Xu's 3 most productive colleagues in number of publications:Michael F. Cohen:27Steven M. Drucker:26Baining Guo:23
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Publications by Ying-Qing Xu (bibliography)
Zhuang, Jinfeng, Mei, Tao, Hoi, Steven C. H., Xu, Ying-Qing and Li, Shipeng (2011): When recommendation meets mobile: contextual and personalized recommendation on the go. In: Proceedings of the 2011 International Conference on Uniquitous Computing 2011. pp. 153-162. Available online
Mobile devices are becoming ubiquitous. People use their phones as a personal concierge discovering and making decisions anywhere and anytime. Understanding user intent on the go therefore becomes important for task completion on the phone. While existing efforts have predominantly focused on understanding the explicit user intent expressed by a textual or voice query, this paper presents an approach to context-aware and personalized entity recommendation which understands the implicit intent without any explicit user input on the phone. The approach, highly motivated from a large-scale mobile click-through analysis, is able to rank both the entity types and the entities within each type (here an entity is a local business, e.g., "I love sushi," while an entity type is a category, e.g., "restaurant"). The recommended entity types and entities are relevant to both user context (past behaviors) and sensor context (time and geo-location). Specifically, it estimates the generation probability of an entity by a given user conditioned on the current context in a probabilistic framework. A random-walk propagation is then employed to refine the estimated probability by mining the temporal patterns among entities. We deploy a recommendation application based on the proposed approach on Window Phone 7 devices. We evaluate recommendation performance on 10 thousand mobile clicks, as well as user experience through subjective user studies. We show that the application is effective to facilitate the exploration and discovery of surroundings for mobile users.
© All rights reserved Zhuang et al. and/or ACM Press
Chen, Shifeng, Tian, Yuandong, Wen, Fang, Xu, Ying-Qing and Tang, Xiaoou (2008): Easytoon: an easy and quick tool to personalize a cartoon storyboard using family photo album. In: El-Saddik, Abdulmotaleb, Vuong, Son, Griwodz, Carsten, Bimbo, Alberto Del, Candan, K. Selcuk and Jaimes, Alejandro (eds.) Proceedings of the 16th International Conference on Multimedia 2008 October 26-31, 2008, Vancouver, British Columbia, Canada. pp. 499-508. Available online
Luan, Qing, Drucker, Steven M., Kopf, Johannes, Xu, Ying-Qing and Cohen, Michael F. (2008): Annotating gigapixel images. In: Cousins, Steve B. and Beaudouin-Lafon, Michel (eds.) Proceedings of the 21st Annual ACM Symposium on User Interface Software and Technology October 19-22, 2008, Monterey, CA, USA. pp. 33-36. Available online
Chen, Hong, Zheng, Nanning, Liang, Lin, Li, Yan, Xu, Ying-Qing and Shum, Heung-Yeung (2002): PicToon: a personalized image-based cartoon system. In: ACM Multimedia 2002 2002. pp. 171-178. Available online
Li, Yan, Yu, Feng, Xu, Ying-Qing, Chang, Eric and Shum, Heung-Yeung (2001): Speech-driven cartoon animation with emotions. In: ACM Multimedia 2001 2001. pp. 365-371. Available online
Zhong, Hua, Xu, Ying-Qing, Guo, Baining and Shum, Heung-Yeung (2001): Realistic and efficient rendering of free-form knitwear. In Journal of Visualization and Computer Animation, 12 (1) pp. 13-22.
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