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ÇѱÛÁ¦¸ñ(Korean Title) |
½º¸¶Æ®Æù »ç¿ëÀÚÀÇ GPS ±â¹Ý °³ÀÎ °æ·Î ¸ðµ¨ ÇнÀ ¹× À̵¿ °æ·Î ¿¹Ãø |
¿µ¹®Á¦¸ñ(English Title) |
GPS based Smartphone Users |
ÀúÀÚ(Author) |
±èÁ¦¹Î
¹éÇýÁ¤
¹Ú¿µÅÃ
Je-Min Kim
Hea-Jung Back
Young-Tack Park
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¿ø¹®¼ö·Ïó(Citation) |
VOL 39 NO. 01 PP. 0056 ~ 0065 (2012. 01) |
Çѱ۳»¿ë (Korean Abstract) |
ÇöÀç ÁøÇàµÇ°í ÀÖ´Â Áö´ÉÇü À§Ä¡ ±â¹Ý ¼ºñ½º ¿¬±¸´Â ´ëºÎºÐ GPS¸¦ »ç¿ëÇÏ¿© °³ÀÎÀÇ À§Ä¡¸¦ °ü¸®ÇÏ´Â °Í¿¡ ÃÊÁ¡ÀÌ ¸ÂÃß¾îÁ®ÀÖ´Ù. º» ³í¹®¿¡¼´Â ƯÁ¤ Àå¼Ò·Î À̵¿Çϱâ À§ÇÑ °³ÀÎÀûÀÎ °æ·ÎÀÇ È¿À²ÀûÀÎ ÇнÀ°ú ¿¹Ãø ±â¹ýÀÌ Á¦¾ÈµÈ´Ù. ¸ÕÀú À̹ÌÁö ó¸® ±â¼úÀ» »ç¿ëÇÏ¿© °³ÀÎÀûÀÎ °æ·Î¸¦ ÇнÀÇϱâ À§ÇÑ ±â¹ýÀ» ¿¬±¸ÇÏ¿´´Ù. ½Ã°£ Á¤º¸¿Í °ø°£ Á¤º¸¸¦ ºÐ¸®ÇÏ¿© ó¸®ÇÏ´Â º» ±â¹ýÀº °æ·Î ¸ðµ¨ÀÇ ±¸Ãà Á¤È®µµ¿Í ¼Óµµ Ãø¸é¿¡¼ ÁÁÀº ¼º´ÉÀ» º¸¿´´Ù. µÎ ¹ø°·Î °æ·Î ¸ðµ¨°ú »ç¿ëÀÚ°¡ ÇöÀç À̵¿ÇÏ´Â ±ËÀûÀ» Ç¥ÇöÇÏ´Â GPS ÁÂÇ¥ ¹è¿À» ±â¹ÝÀ¸·Î »ç¿ëÀÚÀÇ À̵¿ °æ·Î¸¦ ¿¹ÃøÇÏ´Â ±â¹ýÀ» Á¦¾ÈÇÑ´Ù. º» ³í¹®¿¡¼ Á¦¾ÈÇÏ´Â ±â¹ýÀ» ½º¸¶Æ®Æù »ó¿¡¼ ±¸ÇöÇÏ¿© Æò°¡ÇÑ °á°ú, °æ·Î ¿¹Ãø¿¡ ´ëÇÑ Á¤È®µµ´Â 94%¸¦ º¸¿´´Ù.
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¿µ¹®³»¿ë (English Abstract) |
Nowadays, much research has focused on managing personal locations using GPS sensors for more intelligent LBSs. In this paper, we propose efficient learning and prediction methods for personal routes. Firstly, we have researched learning method for routes using image processing algorithms. This approach has shown reduction of complexities and enhancement of performance such as accuracy and speed. Secondly, we propose a method for prediction on a user's paths using a small segment of current GPS logs and the user's learned routes. The accuracy of route prediction is 94%, when we evaluated the proposed methods which had been implemented on smartphones.
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Å°¿öµå(Keyword) |
µ¥ÀÌÅÍ ¸¶ÀÌ´×
À̹ÌÁö ó¸®
°æ·Î ¿¹Ãø
À§Ä¡ ±â¹Ý ¼ºñ½º
Data Mining
Image Processing
Route Prediction
Location based Service
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