Goal and path prediction based on user's moving path data

Taebok Yoon; Jee Hyong Lee

doi:10.1145/1352793.1352892

Goal and path prediction based on user's moving path data

Taebok Yoon
, Jee Hyong Lee

Department of Computer Science and Engineering

Sungkyunkwan University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

5 Scopus citations

Abstract

User adaptive services are important features in many applications. To provide such services, techniques with various kinds of data are being used. In this paper, we propose a method to analyze a user's past moving paths to predict the goal position and the path to the goal by observing the user's current moving path. We developed a spatiotemporal similarity measure between paths. We chose a past path that was most similar to the current path using the similarity measure. Based on the chosen path, the user's spatiotemporal position was estimated. We performed experiments to confirm this method as useful and effective

Original language	English
Title of host publication	Proceedings of the 2nd International Conference on Ubiquitous Information Management and Communication, ICUIMC-2008
Pages	475-480
Number of pages	6
DOIs	https://doi.org/10.1145/1352793.1352892
State	Published - 2008
Event	2nd International Conference on Ubiquitous Information Management and Communication, ICUIMC-2008 - Suwon, Korea, Republic of Duration: 31 Jan 2008 → 1 Feb 2008

Publication series

Name	Proceedings of the 2nd International Conference on Ubiquitous Information Management and Communication, ICUIMC-2008

Conference

Conference	2nd International Conference on Ubiquitous Information Management and Communication, ICUIMC-2008
Country/Territory	Korea, Republic of
City	Suwon
Period	31/01/08 → 1/02/08

Keywords

location based service
path selection
user's location prediction

Access to Document

10.1145/1352793.1352892

Cite this

Yoon, T., & Lee, J. H. (2008). Goal and path prediction based on user's moving path data. In Proceedings of the 2nd International Conference on Ubiquitous Information Management and Communication, ICUIMC-2008 (pp. 475-480). (Proceedings of the 2nd International Conference on Ubiquitous Information Management and Communication, ICUIMC-2008). https://doi.org/10.1145/1352793.1352892

@inproceedings{aac62e894a5c40f8831580f02c5c85b6,

title = "Goal and path prediction based on user's moving path data",

abstract = "User adaptive services are important features in many applications. To provide such services, techniques with various kinds of data are being used. In this paper, we propose a method to analyze a user's past moving paths to predict the goal position and the path to the goal by observing the user's current moving path. We developed a spatiotemporal similarity measure between paths. We chose a past path that was most similar to the current path using the similarity measure. Based on the chosen path, the user's spatiotemporal position was estimated. We performed experiments to confirm this method as useful and effective",

keywords = "location based service, path selection, user's location prediction",

author = "Taebok Yoon and Lee, \{Jee Hyong\}",

year = "2008",

doi = "10.1145/1352793.1352892",

language = "English",

isbn = "9781595939937",

series = "Proceedings of the 2nd International Conference on Ubiquitous Information Management and Communication, ICUIMC-2008",

pages = "475--480",

booktitle = "Proceedings of the 2nd International Conference on Ubiquitous Information Management and Communication, ICUIMC-2008",

note = "2nd International Conference on Ubiquitous Information Management and Communication, ICUIMC-2008 ; Conference date: 31-01-2008 Through 01-02-2008",

}

Yoon, T & Lee, JH 2008, Goal and path prediction based on user's moving path data. in Proceedings of the 2nd International Conference on Ubiquitous Information Management and Communication, ICUIMC-2008. Proceedings of the 2nd International Conference on Ubiquitous Information Management and Communication, ICUIMC-2008, pp. 475-480, 2nd International Conference on Ubiquitous Information Management and Communication, ICUIMC-2008, Suwon, Korea, Republic of, 31/01/08. https://doi.org/10.1145/1352793.1352892

Goal and path prediction based on user's moving path data. / Yoon, Taebok; Lee, Jee Hyong.
Proceedings of the 2nd International Conference on Ubiquitous Information Management and Communication, ICUIMC-2008. 2008. p. 475-480 (Proceedings of the 2nd International Conference on Ubiquitous Information Management and Communication, ICUIMC-2008).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AU - Lee, Jee Hyong

PY - 2008

Y1 - 2008

N2 - User adaptive services are important features in many applications. To provide such services, techniques with various kinds of data are being used. In this paper, we propose a method to analyze a user's past moving paths to predict the goal position and the path to the goal by observing the user's current moving path. We developed a spatiotemporal similarity measure between paths. We chose a past path that was most similar to the current path using the similarity measure. Based on the chosen path, the user's spatiotemporal position was estimated. We performed experiments to confirm this method as useful and effective

AB - User adaptive services are important features in many applications. To provide such services, techniques with various kinds of data are being used. In this paper, we propose a method to analyze a user's past moving paths to predict the goal position and the path to the goal by observing the user's current moving path. We developed a spatiotemporal similarity measure between paths. We chose a past path that was most similar to the current path using the similarity measure. Based on the chosen path, the user's spatiotemporal position was estimated. We performed experiments to confirm this method as useful and effective

KW - location based service

KW - path selection

KW - user's location prediction

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U2 - 10.1145/1352793.1352892

DO - 10.1145/1352793.1352892

M3 - Conference contribution

AN - SCOPUS:79959343253

SN - 9781595939937

T3 - Proceedings of the 2nd International Conference on Ubiquitous Information Management and Communication, ICUIMC-2008

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EP - 480

BT - Proceedings of the 2nd International Conference on Ubiquitous Information Management and Communication, ICUIMC-2008

T2 - 2nd International Conference on Ubiquitous Information Management and Communication, ICUIMC-2008

Y2 - 31 January 2008 through 1 February 2008

ER -

Goal and path prediction based on user's moving path data

Abstract

Publication series

Conference

Keywords

Access to Document

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