Trajectory Data Mining: An Overview
Yu Zheng
ACM Transaction on Intelligent Systems and Technology | September 2015
Publications
Publications
Publications by Year
-
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Recommendations in Location-based Social Networks: A Survey
Jie Bao, Yu Zheng, David Wilkie, Mohamed F. Mokbel
GeoInformatica | November 2014, Vol 19(3): pp. 525-565
-
Location-based and Preference-Aware Recommendation Using Sparse Geo-Social Networking Data
Jie Bao, Yu Zheng
Proceedings of the 20rd ACM International Conference on Advances in Geographical Information Systems | November 2012
Constructing Popular Routes from Uncertain Trajectories
Ling-Yin Wei, Yu Zheng, Wen-Chih Peng
Proceedings of the 18th SIGKDD conference on Knowledge Discovery and Data Mining | August 2012
Discovering Regions of Different Functions in a City Using Human Mobility and POIs
Nicholas Jing Yuan, Yu Zheng, Xing Xie
Proceedings of the 18th SIGKDD conference on Knowledge Discovery and Data Mining | August 2012
The Preface of the 4th International Workshop on Location-Based Social Networks
Yu Zheng, Jason Hong
LBSN 2012 | August 2012
Tutorial on Location-Based Social Networks
Yu Zheng
proceeding of the 21st International conference on World Wide Web | May 2012
Towards Mobile Intelligence: Learning from GPS History Data for Collaborative Recommendation
Vincent W. Zheng, Yu Zheng, Xing Xie, Qiang Yang
Artificial Intelligence Journal | April 2012
LBSN 2011 Workshop Report: The 3rd ACM SIGSPATIAL International Workshop on Location-Based Social Networks
Yu Zheng, Mohamed F. Mokbel
ACM SIGSPATIAL | March 2012
-
Social Itinerary Recommendation from User-generated Digital Trails
Hyoseok Yoon, Yu Zheng, Xing Xie, Woontack Woo
Personal and Ubiquitous Computing | May 2011
Recommending friends and locations based on individual location history
Yu Zheng, Lizhu Zhang, Zhengxin Ma, Xing Xie, Wei-Ying Ma
ACM Transactions on the Web | February 2011
Learning travel recommendations from user-generated GPS traces
Yu Zheng, Xing Xie
ACM Transaction on Intelligent Systems and Technology | January 2011
-
Finding Similar Users Using Category-Based Location History
Xiangye Xiao, Yu Zheng, Qiong Luo, Xing Xie
Proceedings of 18th ACM SIGSPATIAL Conference on Advances in Geographical Information Systems | November 2010
Collaborative Filtering Meets Mobile Recommendation: A User-centered Approach
Vincent Wenchen Zheng, Bin Cao, Yu Zheng, Xing Xie, Qiang Yang
AAAI 2010 | July 2010
GeoLife: A Collaborative Social Networking Service among User, location and trajectory
Yu Zheng, Xing Xie, Wei-Ying Ma
IEEE Data(base) Engineering Bulletin | June 2010
Collaborative Location and Activity Recommendations With GPS History Data
Yu Zheng, Xing Xie, Qiang Yang, Vincent Wenchen Zheng
Proceedings of 2010 International conference on World Wide Web | April 2010
Understanding transportation modes based on GPS data for Web applications
Yu Zheng, Yukun Chen, Quannan Li, Xing Xie, Wei-Ying Ma
ACM Transaction on the Web | January 2010, Vol 4: pp. 1-36
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Mining Interesting Locations and Travel Sequences From GPS Trajectories
Yu Zheng, Xing Xie, Wei-Ying Ma
Proceedings of International conference on World Wide Web 2009 | April 2009
WWW 2009
-
Mining user similarity based on location history
Yu Zheng, Xing Xie, Quannan Li, Wei-Ying Ma
Proceedings of the 16th ACM SIGSPATIAL conference on Advance in Geographical Information Systems | November 2008
-
Computing with Spatial Trajectories
Yu Zheng, Yu Zheng, Xiaofang Zhou
Computing with Spatial Trajectories
Published by Springer | November 2005 | Computing with Spatial Trajectories edition
Publication Publication Publication Publication Publication Publication Publication Publication Publication Publication Project
Publications by Research Area
-
Trajectory Data Mining: An Overview
Yu Zheng
ACM Transaction on Intelligent Systems and Technology | September 2015
-
Trajectory Data Mining: An Overview
Yu Zheng
ACM Transaction on Intelligent Systems and Technology | September 2015
Recommendations in Location-based Social Networks: A Survey
Jie Bao, Yu Zheng, David Wilkie, Mohamed F. Mokbel
GeoInformatica | November 2014, Vol 19(3): pp. 525-565
Location-based and Preference-Aware Recommendation Using Sparse Geo-Social Networking Data
Jie Bao, Yu Zheng
Proceedings of the 20rd ACM International Conference on Advances in Geographical Information Systems | November 2012
The Preface of the 4th International Workshop on Location-Based Social Networks
Yu Zheng, Jason Hong
LBSN 2012 | August 2012
Tutorial on Location-Based Social Networks
Yu Zheng
proceeding of the 21st International conference on World Wide Web | May 2012
Towards Mobile Intelligence: Learning from GPS History Data for Collaborative Recommendation
Vincent W. Zheng, Yu Zheng, Xing Xie, Qiang Yang
Artificial Intelligence Journal | April 2012
Recommending friends and locations based on individual location history
Yu Zheng, Lizhu Zhang, Zhengxin Ma, Xing Xie, Wei-Ying Ma
ACM Transactions on the Web | February 2011
Finding Similar Users Using Category-Based Location History
Xiangye Xiao, Yu Zheng, Qiong Luo, Xing Xie
Proceedings of 18th ACM SIGSPATIAL Conference on Advances in Geographical Information Systems | November 2010
Collaborative Filtering Meets Mobile Recommendation: A User-centered Approach
Vincent Wenchen Zheng, Bin Cao, Yu Zheng, Xing Xie, Qiang Yang
AAAI 2010 | July 2010
Collaborative Location and Activity Recommendations With GPS History Data
Yu Zheng, Xing Xie, Qiang Yang, Vincent Wenchen Zheng
Proceedings of 2010 International conference on World Wide Web | April 2010
Understanding transportation modes based on GPS data for Web applications
Yu Zheng, Yukun Chen, Quannan Li, Xing Xie, Wei-Ying Ma
ACM Transaction on the Web | January 2010, Vol 4: pp. 1-36
Mining Interesting Locations and Travel Sequences From GPS Trajectories
Yu Zheng, Xing Xie, Wei-Ying Ma
Proceedings of International conference on World Wide Web 2009 | April 2009
WWW 2009
Mining user similarity based on location history
Yu Zheng, Xing Xie, Quannan Li, Wei-Ying Ma
Proceedings of the 16th ACM SIGSPATIAL conference on Advance in Geographical Information Systems | November 2008
-
Trajectory Data Mining: An Overview
Yu Zheng
ACM Transaction on Intelligent Systems and Technology | September 2015
Recommendations in Location-based Social Networks: A Survey
Jie Bao, Yu Zheng, David Wilkie, Mohamed F. Mokbel
GeoInformatica | November 2014, Vol 19(3): pp. 525-565
Discovering Regions of Different Functions in a City Using Human Mobility and POIs
Nicholas Jing Yuan, Yu Zheng, Xing Xie
Proceedings of the 18th SIGKDD conference on Knowledge Discovery and Data Mining | August 2012
Constructing Popular Routes from Uncertain Trajectories
Ling-Yin Wei, Yu Zheng, Wen-Chih Peng
Proceedings of the 18th SIGKDD conference on Knowledge Discovery and Data Mining | August 2012
Tutorial on Location-Based Social Networks
Yu Zheng
proceeding of the 21st International conference on World Wide Web | May 2012
Social Itinerary Recommendation from User-generated Digital Trails
Hyoseok Yoon, Yu Zheng, Xing Xie, Woontack Woo
Personal and Ubiquitous Computing | May 2011
-
Location-based and Preference-Aware Recommendation Using Sparse Geo-Social Networking Data
Jie Bao, Yu Zheng
Proceedings of the 20rd ACM International Conference on Advances in Geographical Information Systems | November 2012
-
Discovering Regions of Different Functions in a City Using Human Mobility and POIs
Nicholas Jing Yuan, Yu Zheng, Xing Xie
Proceedings of the 18th SIGKDD conference on Knowledge Discovery and Data Mining | August 2012
Social Itinerary Recommendation from User-generated Digital Trails
Hyoseok Yoon, Yu Zheng, Xing Xie, Woontack Woo
Personal and Ubiquitous Computing | May 2011
GeoLife: A Collaborative Social Networking Service among User, location and trajectory
Yu Zheng, Xing Xie, Wei-Ying Ma
IEEE Data(base) Engineering Bulletin | June 2010
-
Discovering Regions of Different Functions in a City Using Human Mobility and POIs
Nicholas Jing Yuan, Yu Zheng, Xing Xie
Proceedings of the 18th SIGKDD conference on Knowledge Discovery and Data Mining | August 2012
Recommending friends and locations based on individual location history
Yu Zheng, Lizhu Zhang, Zhengxin Ma, Xing Xie, Wei-Ying Ma
ACM Transactions on the Web | February 2011
Learning travel recommendations from user-generated GPS traces
Yu Zheng, Xing Xie
ACM Transaction on Intelligent Systems and Technology | January 2011
Finding Similar Users Using Category-Based Location History
Xiangye Xiao, Yu Zheng, Qiong Luo, Xing Xie
Proceedings of 18th ACM SIGSPATIAL Conference on Advances in Geographical Information Systems | November 2010
GeoLife: A Collaborative Social Networking Service among User, location and trajectory
Yu Zheng, Xing Xie, Wei-Ying Ma
IEEE Data(base) Engineering Bulletin | June 2010
Collaborative Location and Activity Recommendations With GPS History Data
Yu Zheng, Xing Xie, Qiang Yang, Vincent Wenchen Zheng
Proceedings of 2010 International conference on World Wide Web | April 2010
Mining Interesting Locations and Travel Sequences From GPS Trajectories
Yu Zheng, Xing Xie, Wei-Ying Ma
Proceedings of International conference on World Wide Web 2009 | April 2009
WWW 2009
Mining user similarity based on location history
Yu Zheng, Xing Xie, Quannan Li, Wei-Ying Ma
Proceedings of the 16th ACM SIGSPATIAL conference on Advance in Geographical Information Systems | November 2008
-
LBSN 2011 Workshop Report: The 3rd ACM SIGSPATIAL International Workshop on Location-Based Social Networks
Yu Zheng, Mohamed F. Mokbel
ACM SIGSPATIAL | March 2012
Learning travel recommendations from user-generated GPS traces
Yu Zheng, Xing Xie
ACM Transaction on Intelligent Systems and Technology | January 2011
-
Computing with Spatial Trajectories
Yu Zheng, Yu Zheng, Xiaofang Zhou
Computing with Spatial Trajectories
Published by Springer | November 2005 | Computing with Spatial Trajectories edition
Publication Publication Publication Publication Publication Publication Publication Publication Publication Publication Project
Publications by Type
-
Trajectory Data Mining: An Overview
Yu Zheng
ACM Transaction on Intelligent Systems and Technology | September 2015
Recommendations in Location-based Social Networks: A Survey
Jie Bao, Yu Zheng, David Wilkie, Mohamed F. Mokbel
GeoInformatica | November 2014, Vol 19(3): pp. 525-565
Towards Mobile Intelligence: Learning from GPS History Data for Collaborative Recommendation
Vincent W. Zheng, Yu Zheng, Xing Xie, Qiang Yang
Artificial Intelligence Journal | April 2012
Social Itinerary Recommendation from User-generated Digital Trails
Hyoseok Yoon, Yu Zheng, Xing Xie, Woontack Woo
Personal and Ubiquitous Computing | May 2011
Recommending friends and locations based on individual location history
Yu Zheng, Lizhu Zhang, Zhengxin Ma, Xing Xie, Wei-Ying Ma
ACM Transactions on the Web | February 2011
Learning travel recommendations from user-generated GPS traces
Yu Zheng, Xing Xie
ACM Transaction on Intelligent Systems and Technology | January 2011
GeoLife: A Collaborative Social Networking Service among User, location and trajectory
Yu Zheng, Xing Xie, Wei-Ying Ma
IEEE Data(base) Engineering Bulletin | June 2010
Understanding transportation modes based on GPS data for Web applications
Yu Zheng, Yukun Chen, Quannan Li, Xing Xie, Wei-Ying Ma
ACM Transaction on the Web | January 2010, Vol 4: pp. 1-36
-
Location-based and Preference-Aware Recommendation Using Sparse Geo-Social Networking Data
Jie Bao, Yu Zheng
Proceedings of the 20rd ACM International Conference on Advances in Geographical Information Systems | November 2012
Discovering Regions of Different Functions in a City Using Human Mobility and POIs
Nicholas Jing Yuan, Yu Zheng, Xing Xie
Proceedings of the 18th SIGKDD conference on Knowledge Discovery and Data Mining | August 2012
Constructing Popular Routes from Uncertain Trajectories
Ling-Yin Wei, Yu Zheng, Wen-Chih Peng
Proceedings of the 18th SIGKDD conference on Knowledge Discovery and Data Mining | August 2012
The Preface of the 4th International Workshop on Location-Based Social Networks
Yu Zheng, Jason Hong
LBSN 2012 | August 2012
Tutorial on Location-Based Social Networks
Yu Zheng
proceeding of the 21st International conference on World Wide Web | May 2012
LBSN 2011 Workshop Report: The 3rd ACM SIGSPATIAL International Workshop on Location-Based Social Networks
Yu Zheng, Mohamed F. Mokbel
ACM SIGSPATIAL | March 2012
Finding Similar Users Using Category-Based Location History
Xiangye Xiao, Yu Zheng, Qiong Luo, Xing Xie
Proceedings of 18th ACM SIGSPATIAL Conference on Advances in Geographical Information Systems | November 2010
Collaborative Filtering Meets Mobile Recommendation: A User-centered Approach
Vincent Wenchen Zheng, Bin Cao, Yu Zheng, Xing Xie, Qiang Yang
AAAI 2010 | July 2010
Collaborative Location and Activity Recommendations With GPS History Data
Yu Zheng, Xing Xie, Qiang Yang, Vincent Wenchen Zheng
Proceedings of 2010 International conference on World Wide Web | April 2010
Mining Interesting Locations and Travel Sequences From GPS Trajectories
Yu Zheng, Xing Xie, Wei-Ying Ma
Proceedings of International conference on World Wide Web 2009 | April 2009
WWW 2009
Mining user similarity based on location history
Yu Zheng, Xing Xie, Quannan Li, Wei-Ying Ma
Proceedings of the 16th ACM SIGSPATIAL conference on Advance in Geographical Information Systems | November 2008
-
Computing with Spatial Trajectories
Yu Zheng, Yu Zheng, Xiaofang Zhou
Computing with Spatial Trajectories
Published by Springer | November 2005 | Computing with Spatial Trajectories edition
Publication Publication Publication Publication Publication Publication Publication Publication Publication Publication Project