{"id":1245,"date":"2022-08-20T13:57:23","date_gmt":"2022-08-20T06:57:23","guid":{"rendered":"http:\/\/sktbcs.com\/?p=1245"},"modified":"2023-01-07T23:52:06","modified_gmt":"2023-01-07T16:52:06","slug":"seminar-khoa-toan-thong-ke-mot-so-van-de-trong-nghien-cuu-giang-day-va-hoc-tap-ve-khoa-hoc-du-lieu","status":"publish","type":"post","link":"https:\/\/sktbcs.com\/seminar-khoa-toan-thong-ke-mot-so-van-de-trong-nghien-cuu-giang-day-va-hoc-tap-ve-khoa-hoc-du-lieu\/","title":{"rendered":"Seminar Khoa To\u00e1n &#8211; Th\u1ed1ng k\u00ea &#8220;M\u1ed9t s\u1ed1 v\u1ea5n \u0111\u1ec1 trong nghi\u00ean c\u1ee9u, gi\u1ea3ng d\u1ea1y v\u00e0 h\u1ecdc t\u1eadp v\u1ec1 khoa h\u1ecdc d\u1eef li\u1ec7u&#8221;"},"content":{"rendered":"<p><em>Nh\u1eb1m m\u1ee5c ti\u00eau chia s\u1ebb m\u1ed9t s\u1ed1 n\u1ed9i dung li\u00ean quan \u0111\u1ebfn vi\u1ec7c nghi\u00ean c\u1ee9u, gi\u1ea3ng d\u1ea1y v\u00e0 h\u1ecdc t\u1eadp v\u1ec1 khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, chi\u1ec1u ng\u00e0y 20\/8\/2022, t\u1ea1i ph\u00f2ng B2.108, Khoa To\u00e1n-Th\u1ed1ng k\u00ea \u0111\u00e3 t\u1ed5 ch\u1ee9c Seminar v\u1edbi ch\u1ee7 \u0111\u1ec1 &#8220;M\u1ed9t s\u1ed1 v\u1ea5n \u0111\u1ec1 trong nghi\u00ean c\u1ee9u, gi\u1ea3ng d\u1ea1y v\u00e0 h\u1ecdc t\u1eadp v\u1ec1 khoa h\u1ecdc d\u1eef li\u1ec7u&#8221;.<\/em><\/p>\n<p>Seminar vinh d\u1ef1 \u0111\u01b0\u1ee3c \u0111\u00f3n ti\u1ebfp c\u00e1c kh\u00e1ch m\u1eddi l\u00e0 c\u00e1c Th\u1ea7y TS. Nguy\u1ec5n An Kh\u01b0\u01a1ng v\u00e0 TS. Nguy\u1ec5n Ti\u1ebfn Th\u1ecbnh, c\u00f9ng v\u1edbi c\u00e1c\u00a0 b\u1ea1n sinh vi\u00ean xu\u1ea5t s\u1eafc \u0111\u1ebfn t\u1eeb Khoa khoa h\u1ecdc m\u00e1y t\u00ednh, Tr\u01b0\u1eddng \u0110\u1ea1i h\u1ecdc B\u00e1ch khoa-\u0110\u1ea1i h\u1ecdc Qu\u1ed1c gia TPHCM. Trong seminar n\u00e0y, c\u00e1c kh\u00e1ch m\u1eddi \u0111\u00e3 mang t\u1edbi cho ng\u01b0\u1eddi tham d\u1ef1 nh\u1eefng b\u00e0i n\u00f3i chuy\u1ec7n \u0111\u1ea7y th\u00fa v\u1ecb v\u1ec1 nh\u1eefng c\u00f4ng tr\u00ecnh nghi\u00ean c\u1ee9u g\u1ea7n \u0111\u00e2y c\u1ee7a m\u00ecnh.<\/p>\n<img decoding=\"async\" class=\"img-responsive aligncenter\" src=\"http:\/\/sems.ueh.sktbcs.com\/Uploads\/2022\/hinh%203.3.jpg\" alt=\"\" \/>\n<p>Ch\u1ee7 \u0111\u1ec1 \u0111\u1ea7u ti\u00ean l\u00e0\u00a0\u201cGi\u1ea3m nhi\u1ec5u ti\u1ebfng \u1ed3n b\u1eb1ng h\u1ecdc s\u00e2u\u201d\u00a0do b\u1ea1n Nguy\u1ec5n Long V\u0169, hi\u1ec7n l\u00e0 k\u1ef9 s\u01b0 nghi\u00ean c\u1ee9u AI c\u1ee7a c\u00f4ng ty FPT tr\u00ecnh b\u00e0y.<\/p>\n<img decoding=\"async\" class=\"img-responsive aligncenter\" src=\"http:\/\/sems.ueh.sktbcs.com\/Uploads\/2022\/hinh%201_gBLJA2hI.jpg\" alt=\"\" \/>\n<p>&nbsp;<\/p>\n<img decoding=\"async\" class=\"img-responsive aligncenter\" src=\"http:\/\/sems.ueh.sktbcs.com\/Uploads\/2022\/hinh%202_3oEBm6GD.jpg\" alt=\"\" \/>\n<p>Nh\u1eefng n\u0103m g\u1ea7n \u0111\u00e2y, \u0111\u1eb7c bi\u1ec7t l\u00e0 trong giai \u0111o\u1ea1n t\u00ecnh h\u00ecnh d\u1ecbch b\u1ec7nh di\u1ec5n bi\u1ebfn ph\u1ee9c t\u1ea1p, c\u00e1c ho\u1ea1t \u0111\u1ed9ng th\u00f4ng qua nh\u1eefng n\u1ec1n t\u1ea3ng tr\u1ef1c tuy\u1ebfn ng\u00e0y c\u00e0ng tr\u1edf n\u00ean ph\u1ed5 bi\u1ebfn v\u00e0 gi\u1eef vai tr\u00f2 quan tr\u1ecdng. Ch\u1ea5t l\u01b0\u1ee3ng c\u1ee7a c\u00e1c ho\u1ea1t \u0111\u1ed9ng tr\u1ef1c tuy\u1ebfn th\u01b0\u1eddng b\u1ecb t\u00e1c \u0111\u1ed9ng b\u1edfi y\u1ebfu t\u1ed1 m\u00f4i tr\u01b0\u1eddng xung quanh c\u1ee7a c\u00e1c c\u00e1 nh\u00e2n tham d\u1ef1. M\u00f4\u0323t trong nh\u1eefng y\u1ebfu t\u1ed1 quan tr\u1ecdng \u0111\u00f3 l\u00e0 ti\u1ebfng \u1ed3n. \u0110\u1ec3 h\u1ea1n ch\u1ebf \u0111i\u1ec1u n\u00e0y, ng\u01b0\u1eddi ta th\u01b0\u1eddng s\u1eed d\u1ee5ng c\u00e1c ph\u1ea7n m\u1ec1m th\u01b0\u01a1ng m\u1ea1i hay c\u00e1c tai nghe l\u1ecdc nhi\u1ec5u \u0111\u1eaft ti\u1ec1n. Tuy nhi\u00ean kh\u00f4ng ph\u1ea3i ai c\u0169ng c\u00f3 th\u1ec3 ti\u1ebfp c\u1eadn \u0111\u01b0\u1ee3c nh\u1eefng s\u1ea3n ph\u1ea9m n\u00e0y. V\u1edbi m\u1ee5c ti\u00eau \u0111\u01b0a ra m\u00f4\u0323t gi\u1ea3i ph\u00e1p mi\u1ec5n ph\u00ed, ti\u1ec7n d\u1ee5ng, nh\u1eb1m c\u1ea3i thi\u1ec7n ch\u1ea5t l\u01b0\u1ee3ng c\u1ee7a c\u00e1c ho\u1ea1t \u0111\u1ed9ng tr\u1ef1c tuy\u1ebfn, b\u1ea1n Nguy\u1ec5n Long V\u0169 \u0111\u00e3 nghi\u00ean c\u1ee9u v\u00e0 x\u00e2y d\u1ef1ng th\u00e0nh c\u00f4ng \u1ee9ng d\u1ee5ng cho ph\u00e9p l\u1ecdc nhi\u1ec5u ti\u1ebfng \u1ed3n cho c\u00e1c ho\u1ea1t \u0111\u1ed9ng tr\u1ef1c tuy\u1ebfn v\u1edbi nhi\u1ec1u \u01b0u \u0111i\u1ec3m. Trong nghi\u00ean c\u1ee9u c\u1ee7a m\u00ecnh, t\u00e1c gi\u1ea3 \u0111\u00e3 c\u00f3 nh\u1eefng nghi\u00ean c\u1ee9u chi ti\u1ebft li\u00ean quan \u0111\u1ebfn c\u00e1c kh\u00eda c\u1ea1nh kh\u00e1c nhau c\u1ee7a \u00e2m thanh. \u0110\u1ed3ng th\u1eddi, s\u1eed d\u1ee5ng linh ho\u1ea1t c\u00e1c c\u00f4ng c\u1ee5 To\u00e1n h\u1ecdc nh\u01b0 bi\u1ebfn \u0111\u1ed5i Fourier, c\u0169ng nh\u01b0 c\u00e1c ph\u01b0\u01a1ng ph\u00e1p hi\u1ec7n \u0111\u1ea1i trong l\u0129nh v\u1ef1c Deep Learning nh\u01b0 LSTM \u0111\u1ec3 gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 \u0111\u1eb7t ra.<\/p>\n<p>M\u1ed9t ch\u1ee7 \u0111\u1ec1 kh\u00e1c c\u0169ng th\u00fa v\u1ecb kh\u00f4ng k\u00e9m, \u0111\u00f3 l\u00e0\u00a0\u201cNghi\u00ean c\u1ee9u m\u00f4 h\u00ecnh ch\u1ee7 \u0111\u1ec1 b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng m\u00f4 h\u00ecnh Ph\u00e2n b\u1ed5 Dirichlet ti\u1ec1m \u1ea9n (LDA) tr\u00ean d\u1eef li\u1ec7u \u0111\u00e1nh gi\u00e1 v\u1ec1 du l\u1ecbch\u201d\u00a0\u0111\u01b0\u1ee3c tr\u00ecnh b\u1edfi c\u00e1c b\u1ea1n L\u00ea Th\u00e0nh S\u01a1n v\u00e0 Tr\u1ea7n \u0110\u00ecnh V\u0129nh Th\u1ee5y, hi\u1ec7n l\u00e0 h\u1ecdc vi\u00ean ch\u01b0\u01a1ng tr\u00ecnh Master 2 t\u1ea1i \u0110\u1ea1i h\u1ecdc Limoges.<\/p>\n<img decoding=\"async\" class=\"img-responsive aligncenter\" src=\"http:\/\/sems.ueh.sktbcs.com\/Uploads\/2022\/hinh%203_to6PYT8B.jpg\" alt=\"\" \/>\n<p>&nbsp;<\/p>\n<img decoding=\"async\" class=\"img-responsive aligncenter\" src=\"http:\/\/sems.ueh.sktbcs.com\/Uploads\/2022\/hinh%204.1.jpg\" alt=\"\" \/>\n<p>&nbsp;<\/p>\n<p>T\u1ea1i Vi\u1ec7t Nam c\u0169ng nh\u01b0 nhi\u1ec1u n\u01b0\u1edbc tr\u00ean th\u1ebf gi\u1edbi, du l\u1ecbch l\u00e0 m\u1ed9t trong nh\u1eefng l\u0129nh v\u1ef1c c\u00f3 \u0111\u00f3ng g\u00f3p quan tr\u1ecdng v\u00e0o n\u1ec1n kinh t\u1ebf qu\u1ed1c gia. Vi\u1ec7c x\u00e1c \u0111\u1ecbnh c\u00e1c xu h\u01b0\u1edbng du l\u1ecbch \u0111\u1ec3 c\u00f3 nh\u1eefng ch\u00ednh s\u00e1ch ph\u00f9 h\u1ee3p nh\u1eb1m ph\u00e1t tri\u1ec3n du l\u1ecbch l\u00e0 m\u1ed9t trong nh\u1eefng nhu c\u1ea7u c\u1ea7n thi\u1ebft v\u00e0 quan tr\u1ecdng. \u0110\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c m\u1ee5c ti\u00eau n\u00e0y, c\u00f3 nhi\u1ec1u c\u00e1ch ti\u1ebfp c\u1eadn. M\u1ed9t trong s\u1ed1 \u0111\u00f3 l\u00e0 x\u00e1c \u0111\u1ecbnh xu h\u01b0\u1edbng c\u0103n c\u1ee9 v\u00e0o tr\u1ea3i nghi\u1ec7m, chia s\u1ebb v\u00e0 \u0111\u00e1nh gi\u00e1 c\u1ee7a kh\u00e1ch h\u00e0ng. C\u00f9ng v\u1edbi s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a c\u00e1c ph\u01b0\u01a1ng ti\u1ec7n truy\u1ec1n th\u00f4ng, c\u00e1c tr\u1ea3i nghi\u1ec7m v\u00e0 \u0111\u00e1nh gi\u00e1 c\u1ee7a kh\u00e1ch du l\u1ecbch c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n th\u00f4ng qua h\u00ecnh th\u1ee9c tr\u1ef1c tuy\u1ebfn. C\u00e1c \u0111\u00e1nh gi\u00e1 n\u00e0y l\u00e0 ngu\u1ed3n d\u1eef li\u1ec7u l\u1edbn v\u00e0 r\u1ea5t phong ph\u00fa. Khai th\u00e1c v\u00e0 s\u1eed d\u1ee5ng m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3 ngu\u1ed3n d\u1eef li\u1ec7u n\u00e0y l\u00e0 m\u1ed9t trong nh\u1eefng nhu c\u1ea7u quan tr\u1ecdng v\u00e0 c\u1ea7n thi\u1ebft \u0111\u1ed1i v\u1edbi nh\u00e0 qu\u1ea3n l\u00fd.<\/p>\n<p>&nbsp;<\/p>\n<p>M\u00f4 h\u00ecnh LDA l\u00e0 m\u1ed9t m\u00f4 h\u00ecnh th\u1ed1ng k\u00ea, cho ph\u00e9p khai ph\u00e1 c\u00e1c ch\u1ee7 \u0111\u1ec1 \u1ea9n trong m\u1ed9t kho ng\u1eef li\u1ec7u g\u1ed3m nhi\u1ec1u v\u0103n b\u1ea3n kh\u00e1c nhau. \u0110\u00e2y l\u00e0 m\u00f4 h\u00ecnh ph\u1ed5 bi\u1ebfn nh\u1ea5t \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng trong vi\u1ec7c ph\u00e2n lo\u1ea1i ch\u1ee7 \u0111\u1ec1 do kh\u1ea3 n\u0103ng t\u00ednh to\u00e1n nhanh v\u00e0 c\u00f3 \u0111\u1ed9 ch\u00ednh x\u00e1c cao. Trong \u0111\u1ec1 t\u00e0i c\u1ee7a m\u00ecnh c\u00e1c t\u00e1c gi\u1ea3 \u0111\u00e3 nghi\u00ean c\u1ee9u m\u1ed9t c\u00e1ch chi ti\u1ebft c\u01a1 s\u1edf to\u00e1n h\u1ecdc c\u1ee7a m\u00f4 h\u00ecnh LDA v\u00e0 v\u1eadn d\u1ee5ng n\u00f3 tr\u00ean b\u1ed9 d\u1eef li\u1ec7u \u0111\u00e1nh gi\u00e1 c\u1ee7a ng\u01b0\u1eddi d\u00f9ng \u0111\u01b0\u1ee3c thu th\u1eadp t\u1eeb TripAdvisor \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh c\u00e1c ch\u1ee7 \u0111\u1ec1 \u1ea9n trong \u0111\u00f3. Th\u00f4ng qua c\u00e1c ch\u1ee7 \u0111\u1ec1 n\u00e0y, c\u00e1c t\u00e1c gi\u1ea3 \u0111\u00e3 ti\u1ebfn h\u00e0nh ph\u00e2n t\u00edch \u0111\u1ec3 n\u1eafm \u0111\u01b0\u1ee3c xu h\u01b0\u1edbng du l\u1ecbch v\u00e0 t\u00ecm th\u1ea5y nhi\u1ec1u k\u1ebft qu\u1ea3 th\u00fa v\u1ecb.<\/p>\n<img decoding=\"async\" class=\"img-responsive aligncenter\" src=\"http:\/\/sems.ueh.sktbcs.com\/Uploads\/2022\/hinh%202.2.jpg\" alt=\"\" \/>\n<p>&nbsp;<\/p>\n<img decoding=\"async\" class=\"img-responsive aligncenter\" src=\"http:\/\/sems.ueh.sktbcs.com\/Uploads\/2022\/hinh%20chung.jpg\" alt=\"\" \/>\n<p>Bu\u1ed5i seminar \u0111\u00e3 thu h\u00fat \u0111\u01b0\u1ee3c s\u1ef1 quan t\u00e2m c\u1ee7a r\u1ea5t nhi\u1ec1u th\u1ea7y c\u00f4 v\u00e0 SV khoa To\u00e1n-Th\u1ed1ng k\u00ea c\u00f9ng tham d\u1ef1.<\/p>\n<p style=\"text-align: right;\">&#8212;&#8212;-<\/p>\n<p style=\"text-align: right;\">B.L.Thuy<\/p>\n<p style=\"text-align: right;\"><strong>Tin v\u00e0 \u1ea3nh: Khoa To\u00e1n &#8211; Th\u1ed1ng k\u00ea<\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Nh\u1eb1m m\u1ee5c ti\u00eau chia s\u1ebb m\u1ed9t s\u1ed1 n\u1ed9i dung li\u00ean quan \u0111\u1ebfn vi\u1ec7c nghi\u00ean c\u1ee9u, gi\u1ea3ng d\u1ea1y v\u00e0 h\u1ecdc t\u1eadp v\u1ec1 khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, chi\u1ec1u ng\u00e0y 20\/8\/2022, t\u1ea1i ph\u00f2ng B2.108, Khoa To\u00e1n-Th\u1ed1ng k\u00ea \u0111\u00e3 t\u1ed5 ch\u1ee9c Seminar v\u1edbi ch\u1ee7 \u0111\u1ec1 &#8220;M\u1ed9t s\u1ed1 v\u1ea5n \u0111\u1ec1 trong nghi\u00ean c\u1ee9u, gi\u1ea3ng d\u1ea1y [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":1246,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[7,1],"tags":[],"acf":[],"yoast_head":"\n<title>Seminar Khoa To\u00e1n - Th\u1ed1ng k\u00ea &quot;M\u1ed9t s\u1ed1 v\u1ea5n \u0111\u1ec1 trong nghi\u00ean c\u1ee9u, gi\u1ea3ng d\u1ea1y v\u00e0 h\u1ecdc t\u1eadp v\u1ec1 khoa h\u1ecdc d\u1eef li\u1ec7u&quot; - game bắn cá online
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