{"id":6583,"date":"2022-06-22T00:00:00","date_gmt":"2022-06-21T21:00:00","guid":{"rendered":"https:\/\/uomosul.edu.iq\/computerscience\/2022\/06\/22\/%d9%85%d9%86%d8%a7%d9%82%d8%b4%d8%a9-%d8%a7%d8%b7%d8%b1%d9%88%d8%ad%d8%a9-%d8%af%d9%83%d8%aa%d9%88%d8%b1%d8%a7%d9%87-%d9%81%d9%8a-%d9%83%d9%84%d9%8a%d8%a9-%d8%b9%d9%84%d9%88%d9%85-%d8%a7\/"},"modified":"2022-06-22T00:00:00","modified_gmt":"2022-06-21T21:00:00","slug":"%d9%85%d9%86%d8%a7%d9%82%d8%b4%d8%a9-%d8%a7%d8%b7%d8%b1%d9%88%d8%ad%d8%a9-%d8%af%d9%83%d8%aa%d9%88%d8%b1%d8%a7%d9%87-%d9%81%d9%8a-%d9%83%d9%84%d9%8a%d8%a9-%d8%b9%d9%84%d9%88%d9%85-%d8%a7","status":"publish","type":"post","link":"https:\/\/uomosul.edu.iq\/computerscience\/%d9%85%d9%86%d8%a7%d9%82%d8%b4%d8%a9-%d8%a7%d8%b7%d8%b1%d9%88%d8%ad%d8%a9-%d8%af%d9%83%d8%aa%d9%88%d8%b1%d8%a7%d9%87-%d9%81%d9%8a-%d9%83%d9%84%d9%8a%d8%a9-%d8%b9%d9%84%d9%88%d9%85-%d8%a7\/","title":{"rendered":"\u0645\u0646\u0627\u0642\u0634\u0629 \u0627\u0637\u0631\u0648\u062d\u0629 \u062f\u0643\u062a\u0648\u0631\u0627\u0647 \u00a0\u0641\u064a \u0643\u0644\u064a\u0629\u00a0 \u0639\u0644\u0648\u0645 \u0627\u0644\u062d\u0627\u0633\u0648\u0628 \u0648\u0627\u0644\u0631\u064a\u0627\u0636\u064a\u0627\u062a &#8211; \u0642\u0633\u0645 \u0639\u0644\u0648\u0645 \u0627\u0644\u062d\u0627\u0633\u0648\u0628  \u0628\u0639\u0646\u0648\u0627\u0646: (An Android-based Smartphone Model for Human Activity Recognition Using Deep Learning Approach)"},"content":{"rendered":"<p>\u0627\u0633\u062a\u0645\u0631\u0627\u0631\u0627 \u0644\u062d\u0631\u0643\u0629 \u0627\u0644\u0628\u062d\u062b \u0627\u0644\u0639\u0644\u0645\u064a \u0648\u0628\u0631\u0626\u0627\u0633\u0629 \u0627\u0644\u0633\u064a\u062f\u0629 \u0639\u0645\u064a\u062f \u0643\u0644\u064a\u0629 \u0639\u0644\u0648\u0645 \u0627\u0644\u062d\u0627\u0633\u0648\u0628 \u0648\u0627\u0644\u0631\u064a\u0627\u0636\u064a\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u0627\u0630 \u0627\u0644\u062f\u0643\u062a\u0648\u0631 \u0636\u062d\u0649 \u0628\u0634\u064a\u0631 \u0639\u0628\u062f\u0627\u0644\u0644\u0647 \u0627\u0644\u0645\u062d\u062a\u0631\u0645\u0629\u0646\u0648\u0642\u0634\u062a \u0641\u064a \u0643\u0644\u064a\u0629 \u0639\u0644\u0648\u0645 \u0627\u0644\u062d\u0627\u0633\u0648\u0628 \u0648\u0627\u0644\u0631\u064a\u0627\u0636\u064a\u0627\u062a \u0628\u062c\u0627\u0645\u0639\u0629 \u0627\u0644\u0645\u0648\u0635\u0644 \u064a\u0648\u0645 \u0627\u0644\u0627\u0631\u0628\u0639\u0627\u0621 \u0627\u0644\u0645\u0635\u0627\u062f\u0641 22-6-2022\u060c \u0627\u0637\u0631\u0648\u062d\u0629 \u0627\u0644\u062f\u0643\u062a\u0648\u0631\u0627\u0647 \u0627\u0644\u0645\u0648\u0633\u0648\u0645\u0629 :(An Android-based Smartphone Model for Human Activity Recognition Using Deep Learning Approach) \u0644\u0644\u0637\u0627\u0644\u0628\u0629 \u0623\u062f\u064a\u0628\u0629 \u062e\u0627\u0644\u062f \u0639\u0628\u0648 \u0648\u0628\u0625\u0634\u0631\u0627\u0641 \u0627\u0644\u0627\u0633\u062a\u0627\u0630 \u0627\u0644\u062f\u0643\u062a\u0648\u0631 \u0644\u0647\u064a\u0628 \u0645\u062d\u0645\u062f \u0627\u0628\u0631\u0627\u0647\u064a\u0645\u062a\u0646\u0627\u0648\u0644\u062a \u0627\u0644\u0627\u0637\u0631\u0648\u062d\u0629 \u0627\u0644\u062a\u064a \u062a\u0642\u062f\u0645\u062a \u0628\u0647\u0627 \u0627\u0644\u0637\u0627\u0644\u0628\u0629 \u0646\u0645\u0648\u0630\u062c \u0644\u0644\u0647\u0627\u062a\u0641 \u0627\u0644\u0630\u0643\u064a \u0644\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0646\u0634\u0627\u0637 \u0627\u0644\u0628\u0634\u0631\u064a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062a\u0642\u0646\u064a\u0627\u062a \u0630\u0643\u064a\u0629 \u0628\u0627\u0644\u062a\u0631\u0643\u064a\u0632 \u0639\u0644\u0649 \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u062d\u0631\u0643\u0629 \u0627\u0644\u0641\u0631\u062f\u064a\u0629 \u0644\u0644\u0634\u062e\u0635 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0634\u0639\u0631\u0627\u062a.\u062a\u0637\u0631\u0642\u062a \u0627\u0644\u062f\u0631\u0627\u0633\u0629 \u0627\u0644\u0649 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u0644\u0625\u0646\u062c\u0627\u0632 \u0645\u0647\u0627\u0645 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0646\u0634\u0627\u0637 \u0627\u0644\u0628\u0634\u0631\u064a \u0628\u0646\u062c\u0627\u062d \u0648\u0627\u0644\u062a\u064a \u0636\u0645\u062a (\u0627\u0644\u0634\u0628\u0643\u0629 \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0627\u0644\u0627\u0644\u062a\u0641\u0627\u0641\u064a\u0629 Convolution Neural Network (CNN)\u060c \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0643\u0648\u0646\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 Principal Component Analysis (PCA)\u060c \u0648\u0627\u0644\u0630\u0627\u0643\u0631\u0629 \u0637\u0648\u064a\u0644\u0629 \u0627\u0644\u0645\u062f\u0649 Long-Short-Term-Memory (LSTM)).\u064a\u0643\u0648\u0646 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0627\u0646\u0634\u0637\u0629 \u0628\u0634\u0643\u0644 \u0641\u0631\u062f\u064a (CNN,LSTM) \u0623\u0648 \u0641\u064a \u0634\u0643\u0644 \u0647\u062c\u064a\u0646 ((CNN-LSTM) , (PCA-CNN) , (PCA-LSTM) , (PCA-CNN-LSTM)). \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0630\u0644\u0643\u060c \u062a\u0645 \u062a\u0637\u0648\u064a\u0631 \u0646\u0645\u0648\u0630\u062c (Time-LeNet(T-leNet)) \u0644\u0625\u0646\u0634\u0627\u0621 \u0646\u0645\u0648\u0630\u062c \u062c\u062f\u064a\u062f (Modified-Time-LeNet (M-T-leNet)) \u0627\u0643\u062b\u0631 \u0643\u0641\u0627\u0621\u0629. \u0644\u0644\u062a\u0623\u0643\u062f \u0645\u0646 \u0623\u0646 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u062a\u0639\u0645\u0644 \u0628\u0634\u0643\u0644 \u0645\u0646\u0627\u0633\u0628 \u0641\u064a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u062a\u0645 \u0627\u062e\u062a\u0628\u0627\u0631\u0647\u0627 \u0641\u064a \u0642\u0627\u0639\u062f\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0639\u0627\u0645\u0629 (UCI HAR) \u0636\u0645\u0646 \u0648\u0636\u0639 \u0639\u062f\u0645 \u0627\u0644\u0627\u062a\u0635\u0627\u0644 (Offline System) \u0648\u062a\u0645 \u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u064a \u062d\u0642\u0642\u062a \u0623\u0641\u0636\u0644 \u0623\u062f\u0627\u0621 \u0641\u064a \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u063a\u064a\u0631 \u0627\u0644\u0645\u062a\u0635\u0644\u0629 \u0628\u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a (Offline System) \u0641\u064a \u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u0647\u0648\u0627\u062a\u0641 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u062e\u0627\u0635 \u0628\u0646\u0627 (Online System)\u060c \u0648\u0627\u0644\u0630\u064a \u064a\u0645\u062b\u0644 \u0627\u0644\u0646\u0645\u0627\u0630\u062c (&#8220;CNN-LSTM \u0628\u062f\u0642\u0629 96.709% \u0648 M- T-leNet \u0628\u062f\u0642\u0629 90.058%&#8221;).\u062a\u0647\u062f\u0641 \u0627\u0644\u062f\u0631\u0627\u0633\u0629 \u0627\u0644\u0649 \u062a\u0637\u0648\u064a\u0631 \u0646\u0638\u0627\u0645 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0646\u0634\u0627\u0637 \u0644\u0647\u0648\u0627\u062a\u0641 \u0627\u0644\u0627\u0646\u062f\u0631\u0648\u064a\u062f \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u062d\u0642\u064a\u0642\u064a. \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062b\u0644\u0627\u062b\u0629 \u0623\u0646\u0648\u0627\u0639 \u0645\u0646 \u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0627\u0633\u062a\u0634\u0639\u0627\u0631 \u0644\u062a\u062a\u0628\u0639 \u0646\u0634\u0627\u0637 \u0643\u0628\u0627\u0631 \u0627\u0644\u0633\u0646 \u0648\u0647\u064a: &#8220;\u0645\u0642\u0627\u064a\u064a\u0633 \u0627\u0644\u062a\u0633\u0627\u0631\u0639\u060c \u0627\u0644\u062a\u0633\u0627\u0631\u0639 \u0627\u0644\u062e\u0637\u064a\u060c \u0648\u0645\u0633\u062a\u0634\u0639\u0631\u0627\u062a \u0627\u0644\u062c\u064a\u0631\u0648\u0633\u0643\u0648\u0628&#8221;. \u0644\u062a\u062a\u0628\u0639 \u0623\u062d\u062f \u0627\u0644\u0623\u0646\u0634\u0637\u0629 \u0627\u0644\u0633\u062a\u0629 (&#8220;\u0627\u0644\u0627\u0633\u062a\u0644\u0642\u0627\u0621\u060c \u0627\u0644\u062c\u0644\u0648\u0633\u060c \u0627\u0644\u0648\u0642\u0648\u0641\u060c \u0627\u0644\u0645\u0634\u064a\u060c \u0627\u0644\u0635\u0639\u0648\u062f \u0625\u0644\u0649 \u0627\u0644\u0637\u0627\u0628\u0642 \u0627\u0644\u0639\u0644\u0648\u064a\u060c \u0648\u0627\u0644\u0645\u0634\u064a \u0641\u064a \u0627\u0644\u0637\u0627\u0628\u0642 \u0627\u0644\u0633\u0641\u0644\u064a&#8221;) \u064a\u062a\u0645 \u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 \u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0627\u0633\u062a\u0634\u0639\u0627\u0631 \u0648\u0625\u0631\u0633\u0627\u0644\u0647\u0627 \u0625\u0644\u0649 \u0627\u0644\u0647\u0627\u062a\u0641 \u0627\u0644\u0630\u0643\u064a\u061b \u0627\u0630 \u064a\u0642\u0631\u0623 \u0627\u0644\u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u0645\u062d\u0645\u0644 \u0639\u0644\u0649 \u0627\u0644\u0647\u0627\u062a\u0641 \u0627\u0644\u0630\u0643\u064a \u0642\u064a\u0645 \u0627\u0644\u0645\u0633\u062a\u0634\u0639\u0631 \u0648\u064a\u0633\u062a\u062e\u062f\u0645\u0647\u0627 \u0643\u0645\u062f\u062e\u0644\u0627\u062a \u0644\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0645\u0642\u062a\u0631\u062d.\u062a\u0623\u0644\u0641\u062a \u0644\u062c\u0646\u0629 \u0627\u0644\u0645\u0646\u0627\u0642\u0634\u0629 \u0645\u0646 \u0627\u0644\u0633\u0627\u062f\u0629 :\u0623.\u062f \u0636\u062d\u0649 \u0628\u0634\u064a\u0631 \u0639\u0628\u062f\u0627\u0644\u0644\u0647 \/\u062c\u0627\u0645\u0639\u0629 \u0627\u0644\u0645\u0648\u0635\u0644\/\u0643\u0644\u064a\u0629 \u0639\u0644\u0648\u0645 \u0627\u0644\u062d\u0627\u0633\u0648\u0628 \u0648\u0627\u0644\u0631\u064a\u0627\u0636\u064a\u0627\u062a \/\u0631\u0626\u064a\u0633\u0627\u064e\u0623.\u062f \u0641\u0648\u0632\u064a\u0629 \u0645\u062d\u0645\u0648\u062f \u0631\u0645\u0648 \/\u062c\u0627\u0645\u0639\u0629 \u0627\u0644\u0645\u0648\u0635\u0644\/\u0643\u0644\u064a\u0629 \u0639\u0644\u0648\u0645 \u0627\u0644\u062d\u0627\u0633\u0648\u0628 \u0648\u0627\u0644\u0631\u064a\u0627\u0636\u064a\u0627\u062a \/\u0639\u0636\u0648\u0627\u064e\u0623.\u0645.\u062f \u0646\u062c\u0644\u0627\u0621 \u0627\u0643\u0631\u0645 \u064a\u0648\u0646\u0633 \/\u062c\u0627\u0645\u0639\u0629 \u0627\u0644\u0645\u0648\u0635\u0644\/\u0643\u0644\u064a\u0629 \u0639\u0644\u0648\u0645 \u0627\u0644\u062d\u0627\u0633\u0648\u0628 \u0648\u0627\u0644\u0631\u064a\u0627\u0636\u064a\u0627\u062a \/\u0639\u0636\u0648\u0627\u064e\u0623.\u0645.\u062f \u0627\u062d\u0645\u062f \u0637\u0627\u0644\u0628 \u0639\u0628\u062f\u0627\u0644\u0627\u0645\u064a\u0631\/\u0627\u0644\u062c\u0627\u0645\u0639\u0629 \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0648\u0633\u0637\u0649 \/\u0627\u0644\u0643\u0644\u064a\u0629 \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0627\u062f\u0627\u0631\u064a\u0629\/ \u0639\u0636\u0648\u0627\u064e\u0623.\u0645.\u062f \u0639\u0627\u062f\u0644 \u0635\u0628\u0631\u064a \u0639\u064a\u0633\u0649\/ \u062c\u0627\u0645\u0639\u0629 \u0632\u0627\u062e\u0648 \/ \u0643\u0644\u064a\u0629 \u0627\u0644\u0639\u0644\u0648\u0645 \/ \u0639\u0636\u0648\u0627\u064e\u0623.\u062f \u0644\u0647\u064a\u0628 \u0645\u062d\u0645\u062f \u0627\u0628\u0631\u0627\u0647\u064a\u0645\/\u062c\u0627\u0645\u0639\u0629 \u0627\u0644\u0645\u0648\u0635\u0644\/\u0643\u0644\u064a\u0629 \u0639\u0644\u0648\u0645 \u0627\u0644\u062d\u0627\u0633\u0648\u0628 \u0648\u0627\u0644\u0631\u064a\u0627\u0636\u064a\u0627\u062a \/\u0639\u0636\u0648\u0627\u064e \u0648\u0645\u0634\u0631\u0641\u0627\u064e<img class=\"lazyload\" decoding=\"async\" src=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%271024%27%20height%3D%27682%27%20viewBox%3D%270%200%201024%20682%27%3E%3Crect%20width%3D%271024%27%20height%3D%27682%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-orig-src=\"https:\/\/uomosul.edu.iq\/computerscience\/wp-content\/uploads\/sites\/13\/2023\/03\/20220622_050335_145.jpeg\" \/><img class=\"lazyload\" decoding=\"async\" src=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%271024%27%20height%3D%27682%27%20viewBox%3D%270%200%201024%20682%27%3E%3Crect%20width%3D%271024%27%20height%3D%27682%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-orig-src=\"https:\/\/uomosul.edu.iq\/computerscience\/wp-content\/uploads\/sites\/13\/2023\/03\/20220622_050335_203.jpeg\" \/><img class=\"lazyload\" decoding=\"async\" src=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%271024%27%20height%3D%27682%27%20viewBox%3D%270%200%201024%20682%27%3E%3Crect%20width%3D%271024%27%20height%3D%27682%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-orig-src=\"https:\/\/uomosul.edu.iq\/computerscience\/wp-content\/uploads\/sites\/13\/2023\/03\/20220622_050335_992.jpeg\" \/><img class=\"lazyload\" decoding=\"async\" src=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%271024%27%20height%3D%27682%27%20viewBox%3D%270%200%201024%20682%27%3E%3Crect%20width%3D%271024%27%20height%3D%27682%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-orig-src=\"https:\/\/uomosul.edu.iq\/computerscience\/wp-content\/uploads\/sites\/13\/2023\/03\/20220622_050335_611.jpeg\" \/><img class=\"lazyload\" decoding=\"async\" src=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%271024%27%20height%3D%27682%27%20viewBox%3D%270%200%201024%20682%27%3E%3Crect%20width%3D%271024%27%20height%3D%27682%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-orig-src=\"https:\/\/uomosul.edu.iq\/computerscience\/wp-content\/uploads\/sites\/13\/2023\/03\/20220622_050335_700.jpeg\" \/><img class=\"lazyload\" decoding=\"async\" src=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%271024%27%20height%3D%27682%27%20viewBox%3D%270%200%201024%20682%27%3E%3Crect%20width%3D%271024%27%20height%3D%27682%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-orig-src=\"https:\/\/uomosul.edu.iq\/computerscience\/wp-content\/uploads\/sites\/13\/2023\/03\/20220622_050335_914.jpeg\" \/><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0627\u0633\u062a\u0645\u0631\u0627\u0631\u0627 \u0644\u062d\u0631\u0643\u0629 \u0627\u0644\u0628\u062d\u062b \u0627\u0644\u0639\u0644\u0645\u064a \u0648\u0628\u0631\u0626\u0627\u0633\u0629 \u0627\u0644\u0633\u064a\u062f\u0629 \u0639\u0645\u064a\u062f \u0643\u0644\u064a\u0629 \u0639\u0644\u0648\u0645 \u0627\u0644\u062d\u0627\u0633\u0648\u0628 \u0648\u0627\u0644\u0631\u064a\u0627\u0636\u064a\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u0627\u0630 \u0627\u0644\u062f\u0643\u062a\u0648\u0631 \u0636\u062d\u0649 \u0628\u0634\u064a\u0631 \u0639\u0628\u062f\u0627\u0644\u0644\u0647 \u0627\u0644\u0645\u062d\u062a\u0631\u0645\u0629\u0646\u0648\u0642\u0634\u062a \u0641\u064a \u0643\u0644\u064a\u0629 \u0639\u0644\u0648\u0645 \u0627\u0644\u062d\u0627\u0633\u0648\u0628 \u0648\u0627\u0644\u0631\u064a\u0627\u0636\u064a\u0627\u062a \u0628\u062c\u0627\u0645\u0639\u0629 \u0627\u0644\u0645\u0648\u0635\u0644 \u064a\u0648\u0645 \u0627\u0644\u0627\u0631\u0628\u0639\u0627\u0621 \u0627\u0644\u0645\u0635\u0627\u062f\u0641 22-6-2022\u060c \u0627\u0637\u0631\u0648\u062d\u0629 \u0627\u0644\u062f\u0643\u062a\u0648\u0631\u0627\u0647 \u0627\u0644\u0645\u0648\u0633\u0648\u0645\u0629 :(An Android-based Smartphone Model for Human Activity Recognition Using Deep Learning Approach) \u0644\u0644\u0637\u0627\u0644\u0628\u0629 \u0623\u062f\u064a\u0628\u0629 \u062e\u0627\u0644\u062f \u0639\u0628\u0648 \u0648\u0628\u0625\u0634\u0631\u0627\u0641 \u0627\u0644\u0627\u0633\u062a\u0627\u0630 \u0627\u0644\u062f\u0643\u062a\u0648\u0631 \u0644\u0647\u064a\u0628 \u0645\u062d\u0645\u062f \u0627\u0628\u0631\u0627\u0647\u064a\u0645\u062a\u0646\u0627\u0648\u0644\u062a \u0627\u0644\u0627\u0637\u0631\u0648\u062d\u0629 \u0627\u0644\u062a\u064a \u062a\u0642\u062f\u0645\u062a \u0628\u0647\u0627 \u0627\u0644\u0637\u0627\u0644\u0628\u0629 \u0646\u0645\u0648\u0630\u062c \u0644\u0644\u0647\u0627\u062a\u0641 \u0627\u0644\u0630\u0643\u064a \u0644\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0646\u0634\u0627\u0637 \u0627\u0644\u0628\u0634\u0631\u064a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062a\u0642\u0646\u064a\u0627\u062a \u0630\u0643\u064a\u0629 \u0628\u0627\u0644\u062a\u0631\u0643\u064a\u0632 \u0639\u0644\u0649 \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u062d\u0631\u0643\u0629 \u0627\u0644\u0641\u0631\u062f\u064a\u0629 \u0644\u0644\u0634\u062e\u0635 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0634\u0639\u0631\u0627\u062a.\u062a\u0637\u0631\u0642\u062a \u0627\u0644\u062f\u0631\u0627\u0633\u0629 \u0627\u0644\u0649 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u0644\u0625\u0646\u062c\u0627\u0632 \u0645\u0647\u0627\u0645 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0646\u0634\u0627\u0637 \u0627\u0644\u0628\u0634\u0631\u064a \u0628\u0646\u062c\u0627\u062d \u0648\u0627\u0644\u062a\u064a \u0636\u0645\u062a (\u0627\u0644\u0634\u0628\u0643\u0629 \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0627\u0644\u0627\u0644\u062a\u0641\u0627\u0641\u064a\u0629 Convolution Neural Network (CNN)\u060c \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0643\u0648\u0646\u0627\u062a <a href=\"https:\/\/uomosul.edu.iq\/computerscience\/%d9%85%d9%86%d8%a7%d9%82%d8%b4%d8%a9-%d8%a7%d8%b7%d8%b1%d9%88%d8%ad%d8%a9-%d8%af%d9%83%d8%aa%d9%88%d8%b1%d8%a7%d9%87-%d9%81%d9%8a-%d9%83%d9%84%d9%8a%d8%a9-%d8%b9%d9%84%d9%88%d9%85-%d8%a7\/\"> [\u0625\u0642\u0631\u0623 \u0627\u0644\u0645\u0632\u064a\u062f]<\/a><\/p>\n","protected":false},"author":1,"featured_media":6584,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"class_list":["post-6583","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-3"],"_links":{"self":[{"href":"https:\/\/uomosul.edu.iq\/computerscience\/wp-json\/wp\/v2\/posts\/6583","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/uomosul.edu.iq\/computerscience\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/uomosul.edu.iq\/computerscience\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/uomosul.edu.iq\/computerscience\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/uomosul.edu.iq\/computerscience\/wp-json\/wp\/v2\/comments?post=6583"}],"version-history":[{"count":0,"href":"https:\/\/uomosul.edu.iq\/computerscience\/wp-json\/wp\/v2\/posts\/6583\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/uomosul.edu.iq\/computerscience\/wp-json\/wp\/v2\/media\/6584"}],"wp:attachment":[{"href":"https:\/\/uomosul.edu.iq\/computerscience\/wp-json\/wp\/v2\/media?parent=6583"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/uomosul.edu.iq\/computerscience\/wp-json\/wp\/v2\/categories?post=6583"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/uomosul.edu.iq\/computerscience\/wp-json\/wp\/v2\/tags?post=6583"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}