Computer Science ›› 2019, Vol. 46 ›› Issue (8): 23-27.doi: 10.11896/j.issn.1002-137X.2019.08.004
• Big Data & Data Science • Previous Articles Next Articles
YANG Zhen, WANG Hong-jun
CLC Number:
[1] | MENG X X.Research on Location based Mobile Information Service [D].Changsha:University of Defense Technology,2013.(in Chinese) 孟祥旭.基于位置的移动信息服务技术与应用研究[D].长沙:学技术大学,2013. |
[2] | YUAN J,ZHENG Y,XIE X,et al.T-Drive:Enhancing Driving Directions with Taxi Drivers’ Intelligence[J].IEEE Transactions on Knowledge & Data Engineering,2013,25(1):220-232. |
[3] | ZHENG Y,XIE X,MA W Y.GeoLife:A Collaborative Social Networking Service among User,Location and Trajectory[J].Bulletin of the Technical Committee on Data Engineering,2010,33(2):32-39. |
[4] | LU F,DUAN Y,ZHENG N.A Practical Route Guidance Approach Based on Historical and Real-time Traffic Effects[C]∥International Conference on Geoinformatics.IEEE,2009:1-6. |
[5] | YUAN J,ZHENG Y,XIE X.Discovering Regions of Different Functions in A City Using Human Mobility and POIs[C]∥ACM SIGKDD International Conference on Knowledge Disco-very and Data Mining.ACM,2012:186-194. |
[6] | SONG C,BARABASI A L.Limits of Predictability in Human Mobility[J].Science,2010,327(5968):1018-1021. |
[7] | ASHBROOK D,STARNER T.Using GPS to Learn Significant Locations and Predict Movement across Multiple Users[J].Personal & Ubiquitous Computing,2003,7(5):275-286. |
[8] | YANG P,ZHU T,WAN X,et al.Identifying Significant Places Using Multi-day Call Detail Records[C]∥2014 IEEE 26th International Conference on Tools with Artificial Intelligence (ICTAI).IEEE,2014:360-366. |
[9] | MONTOLIU R,BLOM J,GATICA-PEREZ D.Discovering Places of Interest in Everyday Life from Smartphone Data[J].Multimedia Tools and Applications,2013,62(1):179-207. |
[10] | ALVARES L O,BOGORNY V,KUIJPERS B,et al.A Model for Enriching Trajectories with Semantic Geographical Information[C]∥ACM International Symposium on Advances in Geographic Information Systems.ACM,2007:1-8. |
[11] | LIN K W,HSIEH M H,TSENG V S.A Novel Prediction-Based Strategy for Object Tracking in Sensor Networks by Mining Seamless Temporal Movement Patterns[J].Expert Systems with Applications,2010,37(4):2799-2807. |
[12] | WANG Z,BULUT E,SZYMANSKI B K.Distributed Energy-Efficient Target Tracking with Binary Sensor Networks[J].Acm Transactions on Sensor Networks,2010,6(4):1-32. |
[13] | KHALIL E A,ATTEA B A.Energy-Aware Evolutionary Routing Protocol for Dynamic Clustering of Wireless Sensor Networks[J].Swarm & Evolutionary Computation,2011,1(4):195-203. |
[14] | HE W,LI D Y,AN L F,et al.Regular Route Mining Algorithm Based on GPS Trajectories [J].Journal of Jilin University (Engineering and Technology Edition),2014,44(6):1764-1770.(in Chinese) 何雯,李德毅,安利峰,等.基于GPS轨迹的规律路径挖掘算法[J].吉林大学学报(工学版),2014,44(6):1764-1770. |
[15] | KREVELD M V,LUO J.The Definition and Computation of Trajectory and Sub-trajectory Similarity[C]∥ACM InternationalSymposium on Geographic Information Systems,Acm-Gis 2007.Seattle,Washington,Usa,DBLP,2007:1-4. |
[16] | YUAN G,XIA S X,ZHANG L,et al.Trajectory Clustering Algorithm Based on Structural Similarity [J].Journal on Communications,2011,32(9):103-110.(in Chinese) 袁冠,夏士雄,张磊,等.基于结构相似度的轨迹聚类算法[J].通信学报,2011,32(9):103-110. |
[17] | KHETARPAUL S,CHAUHAN R,GUPTA S K,et al.Mining GPS Data to Determine Interesting Locations[C]∥International Workshop on Information Integration on the Web:in Conjunction with WWW.ACM,2011:1-6. |
[18] | YANG Z,WANG H J,ZHOU Y.A Clustering Algorithm by Adaptive Cut-off Distance and Cluster Centers [J].Data Analysis and Knowledge Discovery,2018,2(3):39-48.(in Chinese) 杨震,王红军,周宇.一种截断距离和聚类中心自适应的聚类算法[J].数据分析与知识发现,2018,2(3):39-48. |
[19] | ALEX R,ALESSANDRO L.Clustering by fast search and find of density peaks[J].Science,2014,344(6191):1492-1496. |
[20] | ZHENG Y,ZHANG L,XIE X,et al.Mining Interesting Locations and Travel Sequences from GPS Trajectories[C]∥International Conference on World Wide Web.ACM,2009:791-800. |
[21] | ZHENG Y,LI Q,CHEN Y,et al.Understanding mobility based on GPS data[C]∥International Conference on Ubiquitous Computing.ACM,2008:312-321. |
[22] | ZHENG Y,XIE X,MA W Y.GeoLife:A Collaborative Social Networking Service among User,Location and Trajectory[J].Bulletin of the Technical Committee on Data Engineering,2011,33(2):32-39. |
[23] | YUAN Q,CONG G,MA Z,et al.Time-aware Point-of-Interest Recommendation[C]∥International ACM SIGIR Conference on Research and Development in Information Retrieval.ACM,2013:363-372. |
[24] | POWERS D M.Evaluation:From Precision,Recall and F-mea- sure to ROC,Informedness,Markedness and Correlation[J].Journal of Machine Learning,2011,1(2):37-63. |
[1] | JIA Wei, HUA Qing-yi, ZHANG Min-jun, CHEN Rui, JI Xiang, WANG Bo. Mobile User Interface Pattern Recommendation Based on Conflict Degree and Collaborative Filtering [J]. Computer Science, 2018, 45(10): 202-206. |
[2] | YANG Xu-hua, ZHU Qin-peng and TONG Chang-fei. Density Clustering Algorithm Based on Laplacian Centrality [J]. Computer Science, 2018, 45(1): 292-296. |
[3] | CHEN De-hua, HAN Xue-shi, LE Jia-jin and ZHU Li-feng. Efficient and Effective Clustering Algorithm for Asynchronous Time Series of Clinical Laboratory Indicators [J]. Computer Science, 2016, 43(9): 120-123. |
[4] | HU Zhi-dong,REN Yong-gong and YANG Xue. Bias Sampling Data Stream Based on Sliding Window Density Clustering Algorithm Research [J]. Computer Science, 2013, 40(9): 254-256. |
|