Trajectory Pattern Mining: Methods and Applications

被引：2

作者：

Huang, Xin ^{[1
]}

Chen, Huijuan ^{[1
]}

Zheng, Maogong ^{[1
]}

Liu, Ping ^{[1
]}

Qian, Jing ^{[1
]}

机构：

[1] Chinese Acad Sci, Shenzhen Inst Adv Technol, Shenzhen, Peoples R China

来源：

MECHANICAL DESIGN AND POWER ENGINEERING, PTS 1 AND 2 | 2014年 / 490-491卷

关键词：

Spatio-Temporal Database; Data Mining;

D O I：

10.4028/www.scientific.net/AMM.490-491.1361

中图分类号：

TH [机械、仪表工业];

学科分类号：

0802 ;

摘要：

With the advent of location-based social media and locationacquisition technologies, trajectory data are becoming more and more ubiquitous in the real world. A lot of data mining algorithms have been successfully applied to trajectory data sets. Trajectory pattern mining has received a lot of attention in recent years. In this paper, we review the most inuential methods as well as typical applications within the context of trajectory pattern mining.

引用

页码：1361 / 1367

页数：7

共 50 条

[1] Trajectory data mining: A review of methods and applications
Mazimpaka, Jean Damascene
Timpf, Sabine
JOURNAL OF SPATIAL INFORMATION SCIENCE, 2016, (13): : 61 - 99
[2] Trajectory Pattern Mining
Giannotti, Fosca
Nanni, Mirco
Pedreschi, Dino
Pinelli, Fabio
KDD-2007 PROCEEDINGS OF THE THIRTEENTH ACM SIGKDD INTERNATIONAL CONFERENCE ON KNOWLEDGE DISCOVERY AND DATA MINING, 2007, : 330 - +
[3] Methods for pattern mining in dynamic networks and applications
Gao, L. (lgao@mail.xidian.edu.cn), 1600, Chinese Academy of Sciences (24):
[4] Big Trajectory Data Mining: A Survey of Methods, Applications, and Services
Wang, Di
Miwa, Tomio
Morikawa, Takayuki
SENSORS, 2020, 20 (16) : 1 - 33
[5] Trajectory Data Pattern Mining
Masciari, Elio
Shi, Gao
Zaniolo, Carlo
NEW FRONTIERS IN MINING COMPLEX PATTERNS, NFMCP 2013, 2014, 8399 : 51 - 66
[6] TOPTRAC: Topical Trajectory Pattern Mining
Kim, Younghoon
Han, Jiawei
Yuan, Cangzhou
KDD'15: PROCEEDINGS OF THE 21ST ACM SIGKDD INTERNATIONAL CONFERENCE ON KNOWLEDGE DISCOVERY AND DATA MINING, 2015, : 587 - 596
[7] WhereNext: a Location Predictor on Trajectory Pattern Mining
Monreale, Anna
Pinelli, Fabio
Trasarti, Roberto
Giannotti, Fosca
KDD-09: 15TH ACM SIGKDD CONFERENCE ON KNOWLEDGE DISCOVERY AND DATA MINING, 2009, : 637 - 645
[8] Trajectory Pattern Mining for Urban Computing in the Cloud
Altomare, Albino
Cesario, Eugenio
Comito, Carmela
Marozzo, Fabrizio
Talia, Domenico
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2017, 28 (02) : 586 - 599
[9] Extensible Analysis Tool for Trajectory Pattern Mining
Safrina, Vanya Deasy
Akbar, Saiful
PROCEEDINGS OF 2017 INTERNATIONAL CONFERENCE ON DATA AND SOFTWARE ENGINEERING (ICODSE), 2017,
[10] Route Pattern Mining From Personal Trajectory Data
Lv, Mingqi
Li, Yinglong
Yuan, Zhenming
Wang, Qihui
JOURNAL OF INFORMATION SCIENCE AND ENGINEERING, 2015, 31 (01) : 147 - 164

← 1 2 3 4 5 →