{"id":50831,"date":"2024-02-09T16:45:27","date_gmt":"2024-02-09T08:45:27","guid":{"rendered":"https:\/\/lot.dhl.com\/?p=50831"},"modified":"2025-01-14T15:46:49","modified_gmt":"2025-01-14T07:46:49","slug":"phan-tich-du-lieu-lon-bang-tri-tue-nhan-tao-dot-pha-moi-trong-quan-ly-chuoi-cung-ung","status":"publish","type":"post","link":"https:\/\/lot.dhl.com\/vi\/phan-tich-du-lieu-lon-bang-tri-tue-nhan-tao-dot-pha-moi-trong-quan-ly-chuoi-cung-ung\/","title":{"rendered":"PH\u00c2N T\u00cdCH D\u1eee LI\u1ec6U L\u1edaN B\u1eb0NG TR\u00cd TU\u1ec6 NH\u00c2N T\u1ea0O: \u0110\u1ed8T PH\u00c1 M\u1edaI TRONG QU\u1ea2N L\u00dd CHU\u1ed6I CUNG \u1ee8NG"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"","protected":false},"author":1387,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_mo_disable_npp":"","inline_featured_image":false,"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[5434],"tags":[],"industry":[],"region":[],"collection":[],"country":[],"bu-business-unit":[],"corporate-business-unit":[],"quoted-person":[],"resource-format":[],"region-country":[],"product":[],"logistics-industry-knowledge":[],"dhl-branded-campaigns":[],"trends":[],"class_list":["post-50831","post","type-post","status-publish","format-standard","hentry","category-innovation-vi"],"acf":{"thumbnail":{"wide":{"ID":43294,"id":43294,"title":"big-data-analytics-supply-chain-management-key-image","filename":"big-data-analytics-supply-chain-management-key-image.jpg","filesize":"212883","url":"https:\/\/lot.dhl.com\/wp-content\/uploads\/2023\/01\/big-data-analytics-supply-chain-management-key-image.jpg","link":"https:\/\/lot.dhl.com\/vi\/phan-tich-du-lieu-lon-bang-tri-tue-nhan-tao-dot-pha-moi-trong-quan-ly-chuoi-cung-ung\/big-data-analytics-supply-chain-management-key-image-2\/","alt":"","author":"1387","description":"","caption":"","name":"big-data-analytics-supply-chain-management-key-image-2","status":"inherit","uploaded_to":50831,"date":"2023-01-13 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Ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn trong qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng s\u1eafp c\u00f3 th\u00eam m\u1ed9t b\u01b0\u1edbc \u0111\u1ed9t ph\u00e1 l\u1edbn? Gi\u1edbi chuy\u00ean m\u00f4n v\u1ec1 logistics \u0111ang nghi\u00ean c\u1ee9u t\u00ecm hi\u1ec3u gi\u00e1 tr\u1ecb c\u1ee7a c\u00e1c s\u1ed1 li\u1ec7u ph\u00e2n t\u00edch theo th\u1eddi gian th\u1ef1c b\u1eb1ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) nh\u1eb1m \u0111\u1ea1t \u0111\u01b0\u1ee3c kh\u1ea3 n\u0103ng theo d\u00f5i chu\u1ed7i cung \u1ee9ng m\u1ea1nh m\u1ebd v\u00e0 linh ho\u1ea1t h\u01a1n. C\u00e1c nh\u00e0 l\u00e3nh \u0111\u1ea1o doanh nghi\u1ec7p c\u0169ng \u0111ang t\u00ecm hi\u1ec3u gi\u00e1 tr\u1ecb c\u1ee7a qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng hi\u1ec7n \u0111\u1ea1i \u0111\u1ec3 x\u1eed l\u00fd s\u1ef1 c\u1ed1 gi\u00e1n \u0111o\u1ea1n v\u00e0 \u0111\u1ea1t \u0111\u01b0\u1ee3c c\u00e1c m\u1ee5c ti\u00eau chi\u1ebfn l\u01b0\u1ee3c.<\/span><\/span><\/p>\n

QU\u00c1 KH\u1ee8, HI\u1ec6N T\u1ea0I, T\u01af\u01a0NG LAI<\/span><\/span>\u00a0<\/span><\/h2>\n

\"\"<\/p>\n

N\u1eafm r\u00f5 qu\u00e1 kh\u1ee9 l\u00e0 m\u1ed9t \u0111i\u1ec1u v\u00f4 c\u00f9ng quan tr\u1ecdng \u0111\u1ec3 hi\u1ec3u \u0111\u01b0\u1ee3c hi\u1ec7n t\u1ea1i v\u00e0 \u0111\u1ecbnh h\u01b0\u1edbng cho t\u01b0\u01a1ng lai. Kinh doanh c\u0169ng gi\u1ed1ng nh\u01b0 cu\u1ed9c s\u1ed1ng, v\u00e0 d\u1eef li\u1ec7u ch\u00ednh l\u00e0 nguy\u00ean li\u1ec7u th\u00f4 \u0111\u1ec3 t\u1ea1o ra nh\u1eefng th\u00f4ng tin chuy\u00ean s\u00e2u nh\u01b0 v\u1eady. H\u00e0ng ch\u1ee5c n\u0103m qua, c\u00e1c chuy\u00ean gia v\u1ec1 chu\u1ed7i cung \u1ee9ng \u0111\u00e3 bi\u1ebft r\u00f5 t\u1ea7m quan tr\u1ecdng c\u1ee7a d\u1eef li\u1ec7u, b\u1eb1ng ch\u1ee9ng l\u00e0 ng\u00e0nh c\u00f4ng nghi\u1ec7p \u0111\u00e3 \u0111\u00f3n nh\u1eadn Internet v\u1ea1n v\u1eadt (IoT) khi s\u1eed d\u1ee5ng c\u1ea3m bi\u1ebfn, th\u1ebb th\u00f4ng minh v\u00e0 nhi\u1ec1u c\u00f4ng ngh\u1ec7 kh\u00e1c. Theo d\u1ef1 \u0111o\u00e1n, t\u00ednh \u0111\u1ebfn n\u0103m 2025, kho t\u00e0ng d\u1eef li\u1ec7u ti\u1ec1m n\u0103ng g\u1ed3m c\u00e1c d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c t\u1ea1o t\u1eeb c\u00e1c thi\u1ebft b\u1ecb IoT h\u00e0ng n\u0103m v\u00e0 c\u1ea3 d\u1eef li\u1ec7u t\u1eeb n\u1ed9i dung do ng\u01b0\u1eddi d\u00f9ng t\u1ea1o s\u1ebd t\u0103ng l\u00ean \u0111\u1ebfn kho\u1ea3ng 181 ngh\u00ecn t\u1ef7 gigabyte.<\/p>\n

Tuy nhi\u00ean, kh\u1ea3 n\u0103ng x\u1eed l\u00fd v\u1eabn ch\u01b0a th\u1ec3 b\u1eaft k\u1ecbp v\u1edbi l\u01b0\u1ee3ng d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3 n\u00e0y. Nhi\u1ec7m v\u1ee5 n\u00e0y c\u00e0ng kh\u00f3 kh\u0103n h\u01a1n do ph\u1ea7n l\u1edbn d\u1eef li\u1ec7u n\u00e0y \u0111\u1ec1u kh\u00f4ng c\u00f3 c\u1ea5u tr\u00fac, ch\u1eb3ng h\u1ea1n nh\u01b0 c\u00e1c t\u1ec7p \u00e2m thanh, video v\u00e0 b\u1ea3ng tin m\u1ea1ng x\u00e3 h\u1ed9i \u2013 v\u00f4 c\u00f9ng kh\u00f3 qu\u1ea3n l\u00fd b\u1eb1ng b\u1ea3ng t\u00ednh.<\/p>\n

V\u1eady th\u00ec h\u00e3y \u0111\u1ebfn v\u1edbi ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn b\u1eb1ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u2013 quy tr\u00ecnh tri\u1ec3n khai c\u00f4ng ngh\u1ec7 th\u00f4ng minh, ch\u1eb3ng h\u1ea1n nh\u01b0 t\u1ef1 \u0111\u1ed9ng h\u00f3a v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) \u0111\u1ec3 t\u00ecm ra c\u00e1c m\u00f4 h\u00ecnh trong qu\u00e1 kh\u1ee9, n\u00eau b\u1eadt c\u00e1c thay \u0111\u1ed5i theo th\u1eddi gian th\u1ef1c trong hi\u1ec7n t\u1ea1i v\u00e0 d\u1ef1 \u0111o\u00e1n xu h\u01b0\u1edbng trong t\u01b0\u01a1ng lai m\u1ed9t c\u00e1ch \u0111\u00e1ng tin c\u1eady.<\/p>\n"},{"acf_fc_layout":"callout_box","headline":"D\u1eee LI\u1ec6U L\u1edaN NG\u00c0Y M\u1ed8T T\u0102NG, T\u1ed0C \u0110\u1ed8 T\u0102NG TR\u01af\u1edeNG NG\u00c0Y C\u00c0NG NHANH ","content":"

Volume of data created, captured, copied, and consumed worldwide from 2010 to 2020, with forecasts for 2021 to 2025 (in gigabytes)<\/p>\n

2010: 2 TRILLION<\/p>\n

2020: 64 TRILLION<\/p>\n

2025:\u00a0181 TRILLION<\/p>\n

Source: Statista<\/a><\/p>\n"},{"acf_fc_layout":"wysiwyg","wysiwyg":"

XU H\u01af\u1edaNG PH\u00c2N T\u00cdCH D\u1eee LI\u1ec6U L\u1edaN KH\u00d4NG C\u00d3 D\u1ea4U HI\u1ec6U D\u1eeaNG L\u1ea0I<\/span><\/span>\u00a0<\/span><\/h2>\n

\"\"<\/p>\n

Nhi\u1ec1u n\u0103m qua, ch\u00fang t\u00f4i \u0111\u00e3 theo d\u00f5i xu h\u01b0\u1edbng ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn trong chu\u1ed7i cung \u1ee9ng v\u00e0 logistics.<\/span><\/span> S\u1ee9c m\u1ea1nh c\u1ee7a c\u00e1c th\u00f4ng tin chuy\u00ean s\u00e2u t\u1eeb d\u1eef li\u1ec7u \u0111ang d\u1ea7n bi\u1ebfn \u0111\u1ed5i nhi\u1ec1u ng\u00e0nh c\u00f4ng nghi\u1ec7p, trong \u0111\u00f3 c\u00f3 logistics.<\/span><\/span> Do \u0111\u00f3, c\u0169ng kh\u00f4ng c\u00f3 g\u00ec ng\u1ea1c nhi\u00ean n\u1ebfu DHL Logistics Trend Radar 6.0 \u2013 k\u1ebft qu\u1ea3 nghi\u00ean c\u1ee9u c\u1ee7a ch\u00fang t\u00f4i v\u1ec1 c\u00e1c xu h\u01b0\u1edbng hi\u1ec7n t\u1ea1i trong n\u0103m 2022 l\u1ea1i \u0111\u1ec1 c\u1eadp \u0111\u1ebfn v\u1ea5n \u0111\u1ec1 n\u00e0y m\u1ed9t l\u1ea7n n\u1eefa.<\/span><\/span> Ch\u00fang t\u00f4i v\u1eabn coi ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn l\u00e0 m\u1ed9t xu h\u01b0\u1edbng tr\u01b0\u1edbc m\u1eaft v\u1edbi kh\u1ea3 n\u0103ng t\u00e1c \u0111\u1ed9ng r\u1ea5t l\u1edbn.<\/span><\/span>\u00a0<\/span><\/p>\n

Ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn kh\u00f4ng thay \u0111\u1ed5i t\u00ednh ch\u1ea5t v\u1eadt l\u00fd c\u1ee7a chu\u1ed7i cung \u1ee9ng nh\u01b0ng mang l\u1ea1i kh\u1ea3 n\u0103ng theo d\u00f5i v\u00e0 c\u01a1 s\u1edf t\u1ed1t h\u01a1n \u0111\u1ec3 ra quy\u1ebft \u0111\u1ecbnh s\u00e1ng su\u1ed1t cho vi\u1ec7c t\u1ed1i \u01b0u h\u00f3a chi\u1ebfn l\u01b0\u1ee3c tr\u00ean to\u00e0n b\u1ed9 c\u00e1c ph\u00e2n kh\u00fac c\u1ee7a chu\u1ed7i cung \u1ee9ng. K\u1ebft qu\u1ea3 \u0111\u1ea1t \u0111\u01b0\u1ee3c l\u00e0 c\u1ea5p \u0111\u1ed9 d\u1ecbch v\u1ee5 \u0111\u01b0\u1ee3c c\u1ea3i thi\u1ec7n \u0111\u00e1ng k\u1ec3, t\u1eeb vi\u1ec7c b\u1ea3o qu\u1ea3n pallet trong kho hi\u1ec7u qu\u1ea3 h\u01a1n cho \u0111\u1ebfn x\u1eed l\u00fd y\u00eau c\u1ea7u c\u1ee7a kh\u00e1ch h\u00e0ng t\u1ed1t h\u01a1n. Ng\u00e0nh logistics \u0111\u00e3 c\u00f3 m\u1ed9t kh\u1edfi \u0111\u1ea7u thu\u1eadn l\u1ee3i v\u1ec1 m\u1eb7t n\u00e0y. Nhi\u1ec1u nh\u00e0 l\u00e3nh \u0111\u1ea1o trong ng\u00e0nh \u0111\u00e3 b\u1eaft \u0111\u1ea7u khai th\u00e1c d\u1eef li\u1ec7u l\u1edbn \u0111\u1ec3 \u0111\u01b0a ra c\u00e1c quy\u1ebft \u0111\u1ecbnh chi\u1ebfn l\u01b0\u1ee3c. V\u00e0 s\u1edbm th\u00f4i, xu h\u01b0\u1edbng n\u00e0y s\u1ebd tr\u1edf th\u00e0nh ph\u01b0\u01a1ng th\u1ee9c kinh doanh ti\u00eau chu\u1ea9n trong l\u0129nh v\u1ef1c logistics v\u00e0 qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng.<\/span>\u00a0<\/span><\/p>\n

B\u00e0 Katja Busch, Gi\u00e1m \u0111\u1ed1c th\u01b0\u01a1ng m\u1ea1i ki\u00eam Gi\u00e1m \u0111\u1ed1c kh\u1ed1i Gi\u1ea3i ph\u00e1p v\u00e0 \u0111\u1ed5i m\u1edbi cho kh\u00e1ch h\u00e0ng c\u1ee7a DHL cho bi\u1ebft: \u201cCh\u00fang ta \u0111ang ch\u1ee9ng ki\u1ebfn c\u00e1c doanh nghi\u1ec7p chuy\u1ec3n<\/span> \u0111\u1ed5i logistic<\/span> t\u1eeb ho\u1ea1t \u0111\u1ed9ng h\u1eadu c\u1ea7n l\u1eb7ng l\u1ebd ph\u00eda sau <\/span>sang ho\u1ea1t \u0111\u1ed9ng mang l\u1ea1i gi\u00e1 tr\u1ecb v\u00e0 t\u00e0i s\u1ea3n chi\u1ebfn l\u01b0\u1ee3c.\u201d<\/span>\u00a0<\/span><\/p>\n

B\u1ed0N LO\u1ea0I PH\u00c2N T\u00cdCH D\u1eee LI\u1ec6U L\u1edaN<\/h2>\n

\u0110\u1ec3 \u0111i s\u00e2u v\u00e0o ch\u1ee7 \u0111\u1ec1 ph\u1ee9c t\u1ea1p v\u1ec1 ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn b\u1eb1ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o theo th\u1eddi gian th\u1ef1c v\u1edbi ti\u1ec1m n\u0103ng chuy\u1ec3n \u0111\u1ed5i chu\u1ed7i cung \u1ee9ng ng\u00e0y nay, h\u00e3y chia l\u0129nh v\u1ef1c n\u00e0y th\u00e0nh b\u1ed1n lo\u1ea1i ch\u00ednh: m\u00f4 t\u1ea3, ch\u1ea9n \u0111o\u00e1n, d\u1ef1 \u0111o\u00e1n v\u00e0 \u0111\u1ec1 xu\u1ea5t.<\/span>\u00a0<\/span><\/p>\n

Ph\u00e2n t\u00edch m\u00f4 t\u1ea3 l\u00e0 t\u00ecm hi\u1ec3u hi\u1ec7n tr\u1ea1ng v\u00e0 m\u00f4 t\u1ea3 nh\u1eefng g\u00ec \u0111ang x\u1ea3y ra, c\u00f2n ph\u00e2n t\u00edch ch\u1ea9n \u0111o\u00e1n l\u00e0 \u0111\u1eb7t c\u00e2u h\u1ecfi t\u1ea1i sao \u0111i\u1ec1u \u0111\u00f3 l\u1ea1i x\u1ea3y ra. Ph\u00e2n t\u00edch d\u1ef1 \u0111o\u00e1n s\u1ebd d\u1ef1 b\u00e1o nh\u1eefng g\u00ec c\u00f3 th\u1ec3 x\u1ea3y ra trong t\u01b0\u01a1ng lai, c\u00f2n ph\u00e2n t\u00edch \u0111\u1ec1 xu\u1ea5t s\u1ebd t\u00ecm hi\u1ec3u d\u1eef li\u1ec7u theo t\u00ecnh hu\u1ed1ng v\u00e0 d\u1eef li\u1ec7u l\u1ecbch s\u1eed \u0111\u1ec3 \u0111\u1ec1 xu\u1ea5t c\u00e1c ph\u01b0\u01a1ng ph\u00e1p t\u1ed1i \u01b0u h\u00f3a chi\u1ebfn l\u01b0\u1ee3c c\u1ea7n tri\u1ec3n khai.<\/span>\u00a0<\/span><\/p>\n"},{"acf_fc_layout":"callout_box","headline":"LO\u1ea0I PH\u00c2N T\u00cdCH D\u1eee LI\u1ec6U ","content":"

DESCRIPTIVE<\/strong>
\nWhat happened?<\/span><\/p>\n

A careful analysis of big data in logistics can help you understand your supply chain performance.<\/p>\n

DIAGNOSTIC<\/strong>
\nWhy did it happen?<\/span><\/p>\n

Big data unlocks the secrets of what went right or wrong \u2013 and why.<\/p>\n

PREDICTIVE<\/strong>
\nWhat is likely to happen next?<\/span><\/p>\n

Your historical data holds valuable clues that can yield predictions about future performance.<\/p>\n

PRESCRIPTIVE<\/strong>
\nWhat should we do about it?<\/span><\/p>\n

AI can mine big data to generate \u201clessons learned\u201d for strategies going forward.<\/p>\n"},{"acf_fc_layout":"wysiwyg","wysiwyg":"

PH\u00c2N T\u00cdCH CHU\u1ed6I CUNG \u1ee8NG TRONG TH\u1ef0C T\u1ebe<\/span><\/span><\/h2>\n

\"\"<\/p>\n

Ti\u1ec1m n\u0103ng thu th\u1eadp d\u1eef li\u1ec7u l\u1edbn c\u00e0ng cao th\u00ec c\u01a1 h\u1ed9i khai th\u00e1c d\u1eef li\u1ec7u l\u1edbn c\u0169ng t\u0103ng l\u00ean. Nh\u01b0ng hi\u1ec7n nay, t\u00ecnh h\u00ecnh ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn trong chu\u1ed7i cung \u1ee9ng nh\u01b0 th\u1ebf n\u00e0o?<\/span>\u00a0<\/span><\/p>\n

H\u00e3y c\u00f9ng t\u00ecm hi\u1ec3u m\u1ed9t s\u1ed1 tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng th\u1ef1c t\u1ebf v\u1ec1 t\u1eadn d\u1ee5ng s\u1ee9c m\u1ea1nh ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn<\/span><\/p>\n

T\u1ed0I \u01afU H\u00d3A H\u00c0NG T\u1ed2N KHO V\u00c0 T\u00c0I S\u1ea2N<\/span><\/b>\u00a0<\/span><\/p>\n

B\u1ea1n mu\u1ed1n t\u0103ng hi\u1ec7u qu\u1ea3 c\u1ee7a c\u00e1c kho h\u00e0ng v\u00e0 trung t\u00e2m? Ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn gi\u00fap b\u1ea1n theo d\u00f5i chu\u1ed7i cung \u1ee9ng \u0111\u1ec3 t\u1eeb \u0111\u00f3 t\u1ed1i \u01b0u h\u00f3a c\u00e1ch l\u01b0u tr\u1eef v\u00e0 di chuy\u1ec3n h\u00e0ng t\u1ed3n kho gi\u1eefa c\u00e1c c\u01a1 s\u1edf, c\u0169ng nh\u01b0 c\u00e1ch s\u1eed d\u1ee5ng v\u00e0 l\u01b0u gi\u1eef t\u00e0i s\u1ea3n.<\/span>\u00a0<\/span>\u00a0<\/span><\/p>\n