ÇѱÛÁ¦¸ñ(Korean Title) |
¼øȯ ½Å°æ¸ÁÀ» ÀÌ¿ëÇÑ ¹Ì¼¼¸ÕÁö AQI Áö¼ö ¿¹Ãø |
¿µ¹®Á¦¸ñ(English Title) |
Prediction of Particulate Matter AQI using Recurrent Neural Networks |
ÀúÀÚ(Author) |
Á¤¿ëÁø
ÀÌÁ¾¼º
¿ÀâÇå
Yong-jin Jung
Jong-sung Lee
Chang-heon Oh
|
¿ø¹®¼ö·Ïó(Citation) |
VOL 23 NO. 01 PP. 0543 ~ 0545 (2019. 05) |
Çѱ۳»¿ë (Korean Abstract) |
¹Ì¼¼¸ÕÁö¿¡ µû¸¥ Çൿ ÁöħÀ» À§ÇØ AQI Áö¼ö°¡ °³¹ßµÇ¾î »ç¿ëµÇ°í ÀÖ´Ù. AQI Áö¼ö¿¡ ´ëÇÑ Á¤º¸´Â ÀϹÝÀε鵵 ½±°Ô Á¦°ø ¹ÞÀ» ¼ö ÀÖÀ¸¸ç, ÀÌ¿¡ µû¶ó AQI Áö¼ö¸¦ ±â¹ÝÀ¸·Î ´Ù¾çÇÑ ¼ºñ½º°¡ Á¦°øµÇ°í ÀÖ´Ù. ¼ºñ½º°¡ Á¦°øµÊ¿¡ µû¶ó Á¤È®ÇÑ AQI Áö¼öÀÇ ¿¹ÃøÀÌ ÇÊ¿äÇÏ´Ù. º» ³í¹®¿¡¼´Â ¹Ì¼¼¸ÕÁöÀÇ AQI Áö¼ö¸¦ ¿¹ÃøÇϱâ À§ÇØ ¼øȯ ½Å°æ¸ÁÀ» ÀÌ¿ëÇÏ¿© ºÐ·ù ¸ðµ¨ÀÇ ¼³°è¸¦ ÁøÇàÇÑ´Ù. ¼³°èµÈ ¸ðµ¨ÀÇ Æò°¡¸¦ À§ÇØ ½ÇÁ¦ ¹Ì¼¼¸ÕÁö¿Í ¿¹ÃøÄ¡ÀÇ AQI Áö¼ö¸¦ ºñ±³ÇÑ´Ù. |
¿µ¹®³»¿ë (English Abstract) |
The AQI index has been developed and used to guide the action of particulate matter. Information on the AQI index can be easily provided to the general public, and various services are provided based on the AQI index. As services are provided, accurate AQI index prediction is needed. In this paper, we design the classification model using the circular neural network to predict the AQI index of particulate matter. For the evaluation of the designed model, compare the AQI index of the actual particulate matter with the predicted value. |
Å°¿öµå(Keyword) |
Recurrent Neural Network
particulate Matter
Neural Network
AQI
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ÆÄÀÏ÷ºÎ |
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