本地化报告
AI VIET NAM
AI and data science educationaivietnam.edu.vn
Product: AI VIET NAM provides online learning programs in data science and artificial intelligence, including the AIO-2026 program for beginners. It also publishes AI research and educational articles.
品牌语调: educational, technical, research-oriented
本地化评分
55/100
需要改进用户可能会遇到明显的本地化问题。
- 71技术审计
- 82语言审查
- N/A上下文审计
- 75视觉审计
在技术、语言、上下文和视觉本地化方面抽样检查了 15 个页面。 我们如何评估本地化审核
你的比较情况
在 22 个公开审计中排名第 #19
首先修复
- mediumtechnical · 90% 置信度
Only one locale signal detected
The sample found little evidence of multi-locale routing (hreflang, locale prefixes, or html lang variety).
发现于此处
Sampled pages · document
https://aivietnam.edu.vn/我们看到的情况
Detected locale signals: vi
如何修复它
Publish additional locales through locale URL prefixes, hreflang alternates, and matching html lang tags.
- mediumtechnical · 95% 置信度
Canonical URLs are missing
Sampled pages did not declare a canonical URL.
发现于此处
Document head · <link rel="canonical">
https://aivietnam.edu.vn/我们看到的情况
No <link rel="canonical"> was found on sampled pages.
如何修复它
Add a canonical URL that points at this locale’s own page.
- mediumtechnical · 95% 置信度
Accessible names look untranslated
aria-label or alt text on a vi page still looks English. Affects 5 sampled pages.
发现于此处
Accessible name · <img alt>
https://aivietnam.edu.vn/我们看到的情况
Emotic Masked Autoencoder on Dual-views with Attention Fusion for Facial Expression Recognition Seen on 5 pages, e.g. https://aivietnam.edu.vn/, https://aivietnam.edu.vn/course, https://aivietnam.edu.vn/research
如何修复它
Translate accessible names together with the visible UI.
审核标准
3 项通过 · 13 项待修复 · 19 不适用
需要注意(13)
Locale routing
Fail72technicalLocalized pages should use a consistent URL structure and resolve successfully.
- mediumtechnical · 90% 置信度
Only one locale signal detected
The sample found little evidence of multi-locale routing (hreflang, locale prefixes, or html lang variety).
发现于此处
Sampled pages · document
https://aivietnam.edu.vn/我们看到的情况
Detected locale signals: vi
如何修复它
Publish additional locales through locale URL prefixes, hreflang alternates, and matching html lang tags.
Canonical URLs
Fail72technicalCanonical URLs should represent the localized page, not a different locale.
- mediumtechnical · 95% 置信度
Canonical URLs are missing
Sampled pages did not declare a canonical URL.
发现于此处
Document head · <link rel="canonical">
https://aivietnam.edu.vn/我们看到的情况
No <link rel="canonical"> was found on sampled pages.
如何修复它
Add a canonical URL that points at this locale’s own page.
Accessibility localisation
Fail10technicallang, aria-label, and alt text should match the page locale.
- mediumtechnical · 95% 置信度
Accessible names look untranslated
aria-label or alt text on a vi page still looks English. Affects 5 sampled pages.
发现于此处
Accessible name · <img alt>
https://aivietnam.edu.vn/我们看到的情况
Emotic Masked Autoencoder on Dual-views with Attention Fusion for Facial Expression Recognition Seen on 5 pages, e.g. https://aivietnam.edu.vn/, https://aivietnam.edu.vn/course, https://aivietnam.edu.vn/research
如何修复它
Translate accessible names together with the visible UI.
Terminology consistency
Fail78linguisticImportant concepts should not be translated differently across pages.
- mediumlinguistic · 86% 置信度
Inconsistent spelling of course navigation label
The course concept appears as both “Khoá học” and “Khóa...” across the site.
发现于此处
Header · <nav> and course page · <h1>
https://aivietnam.edu.vn/course我们看到的情况
Header text: “Giới thiệu Khoá học Nghiên cứu Bài viết AIO Class Liên hệ”; course title: “Khóa All - In - One (AIO) Khoa Học Dữ Liệu Và Trí Tuệ Nhân Tạo”
如何修复它
Choose one Vietnamese spelling for the course label and apply it consistently across navigation, page titles, and headings.
Translation accuracy
Fail88linguisticTarget copy should preserve the source meaning, numbers, and product actions.
Fluency
Fail73linguisticCopy should sound natural, without grammar issues or machine-translation artifacts.
- mediumlinguistic · 82% 置信度
Fragmented metric copy
Several extracted labels read as incomplete fragments rather than natural Vietnamese sentences.
发现于此处
About page · statistics section
https://aivietnam.edu.vn/about我们看到的情况
“1 Lớp 1 năm Một lớp duy nhất với hơn 300 giờ học 4 PhD Đội ngũ”
如何修复它
Rewrite the metrics as complete, clearly grouped labels, such as a number followed by its descriptor, and verify the rendered grouping in the UI.
- lowlinguistic · 82% 置信度
Unlocalized or unevenly integrated course terminology
The module list mixes Vietnamese with English phrases, which makes the localized course content feel uneven.
发现于此处
Course page · module list
https://aivietnam.edu.vn/course我们看到的情况
“5(Module 5) Step into Deep Learning 1” and “6(Module 6) Step into Deep Learning 2”
如何修复它
Confirm whether these are official product names; otherwise translate them or establish a consistent bilingual naming convention.
Brand voice
Fail84linguisticLocalized copy should preserve the intended tone of the source.
Grammar and style
Fail70linguisticLocale-specific capitalization, punctuation, formality, and agreement should be correct.
- mediumlinguistic · 84% 置信度
Inconsistent Vietnamese orthography and capitalization
The site varies between “Khoá” and “Khóa” and uses extensive all-caps English and Vietnamese copy in the promotional heading.
发现于此处
Homepage · <h1> and header · <nav>
https://aivietnam.edu.vn/我们看到的情况
“🚀 TUYỂN SINH AIO-2026:🚀 DATA SCIENCE & ARTIFICIAL INTELLIGENCE PROGRAM - AIO-2026🚀 HỌC LIVE - ONLINE - ZOOM - CHƯƠNG TRÌNH DÀNH CHO NGƯỜI MỚI” versus “Khoá học” in navigation and “Khóa...” on the course page
如何修复它
Define locale-specific capitalization and spelling rules, then normalize the heading and course labels accordingly.
Localized images and assets
Fail82visualLanguage-specific images and alt text should match the page locale.
Visual hierarchy
Fail55visualLocalization should not make headings or CTAs lose scanability.
- lowvisual · 80% 置信度
Heading is excessively long
A localized heading may crowd the visual hierarchy. Affects 7 sampled pages.
发现于此处
Page body · heading
https://aivietnam.edu.vn/我们看到的情况
🚀 TUYỂN SINH AIO-2026:🚀 DATA SCIENCE & ARTIFICIAL INTELLIGENCE PROGRAM - AIO-2026🚀 Seen on 7 pages, e.g. https://aivietnam.edu.vn/, https://aivietnam.edu.vn/daily-challenge, https://aivietnam.edu.vn/blog/tong-the-1-du-an-deep-learning-thuong-gom-nhung-buoc-chinh-nao-tu-buoc-chuan-bi-du-lieu-den-trien-khai-mo-hinh#c%C3%A1c-b%C6%B0%E1%BB%9Bc-ch%C3%ADnh-trong-m%E1%BB%99t-d%E1%BB%B1-%C3%A1n-deep-learning
如何修复它
Shorten the heading so it does not crowd the visual hierarchy.
Text overflow
Fail72visualText should not clip, truncate unexpectedly, or overflow buttons and navigation.
- mediumvisual · 65% 置信度
Long localized headings may require wrapping checks
The homepage hero heading and course module labels are long enough to create a risk of clipping or awkward wrapping, although no screenshot or rendered dimensions are provided.
发现于此处
Hero · <h1> and course page · module controls
https://aivietnam.edu.vn/我们看到的情况
“🚀 TUYỂN SINH AIO-2026:🚀 DATA SCIENCE & ARTIFICIAL INTELLIGENCE PROGRAM - AIO-2026🚀” and “4(Module 4) Máy học (table and time series)”
如何修复它
Test these headings and controls at narrow widths, allow natural wrapping, and avoid fixed-height containers or non-wrapping text.
Layout breakage
Fail85visualLocalized pages should not overlap, break grids, or overflow modals.
Responsive localisation
Fail82visualLocalized layouts should hold up across mobile, tablet, and desktop widths.
已通过的审核(3)
不适用(19)
检测到的语言区域
完整发现
- mediumtechnical · 90% 置信度
Only one locale signal detected
The sample found little evidence of multi-locale routing (hreflang, locale prefixes, or html lang variety).
发现于此处
Sampled pages · document
https://aivietnam.edu.vn/我们看到的情况
Detected locale signals: vi
如何修复它
Publish additional locales through locale URL prefixes, hreflang alternates, and matching html lang tags.
- mediumtechnical · 95% 置信度
Canonical URLs are missing
Sampled pages did not declare a canonical URL.
发现于此处
Document head · <link rel="canonical">
https://aivietnam.edu.vn/我们看到的情况
No <link rel="canonical"> was found on sampled pages.
如何修复它
Add a canonical URL that points at this locale’s own page.
- mediumtechnical · 95% 置信度
Accessible names look untranslated
aria-label or alt text on a vi page still looks English. Affects 5 sampled pages.
发现于此处
Accessible name · <img alt>
https://aivietnam.edu.vn/我们看到的情况
Emotic Masked Autoencoder on Dual-views with Attention Fusion for Facial Expression Recognition Seen on 5 pages, e.g. https://aivietnam.edu.vn/, https://aivietnam.edu.vn/course, https://aivietnam.edu.vn/research
如何修复它
Translate accessible names together with the visible UI.
- lowvisual · 80% 置信度
Heading is excessively long
A localized heading may crowd the visual hierarchy. Affects 7 sampled pages.
发现于此处
Page body · heading
https://aivietnam.edu.vn/我们看到的情况
🚀 TUYỂN SINH AIO-2026:🚀 DATA SCIENCE & ARTIFICIAL INTELLIGENCE PROGRAM - AIO-2026🚀 Seen on 7 pages, e.g. https://aivietnam.edu.vn/, https://aivietnam.edu.vn/daily-challenge, https://aivietnam.edu.vn/blog/tong-the-1-du-an-deep-learning-thuong-gom-nhung-buoc-chinh-nao-tu-buoc-chuan-bi-du-lieu-den-trien-khai-mo-hinh#c%C3%A1c-b%C6%B0%E1%BB%9Bc-ch%C3%ADnh-trong-m%E1%BB%99t-d%E1%BB%B1-%C3%A1n-deep-learning
如何修复它
Shorten the heading so it does not crowd the visual hierarchy.
- mediumlinguistic · 86% 置信度
Inconsistent spelling of course navigation label
The course concept appears as both “Khoá học” and “Khóa...” across the site.
发现于此处
Header · <nav> and course page · <h1>
https://aivietnam.edu.vn/course我们看到的情况
Header text: “Giới thiệu Khoá học Nghiên cứu Bài viết AIO Class Liên hệ”; course title: “Khóa All - In - One (AIO) Khoa Học Dữ Liệu Và Trí Tuệ Nhân Tạo”
如何修复它
Choose one Vietnamese spelling for the course label and apply it consistently across navigation, page titles, and headings.
- mediumlinguistic · 82% 置信度
Fragmented metric copy
Several extracted labels read as incomplete fragments rather than natural Vietnamese sentences.
发现于此处
About page · statistics section
https://aivietnam.edu.vn/about我们看到的情况
“1 Lớp 1 năm Một lớp duy nhất với hơn 300 giờ học 4 PhD Đội ngũ”
如何修复它
Rewrite the metrics as complete, clearly grouped labels, such as a number followed by its descriptor, and verify the rendered grouping in the UI.
- lowlinguistic · 82% 置信度
Unlocalized or unevenly integrated course terminology
The module list mixes Vietnamese with English phrases, which makes the localized course content feel uneven.
发现于此处
Course page · module list
https://aivietnam.edu.vn/course我们看到的情况
“5(Module 5) Step into Deep Learning 1” and “6(Module 6) Step into Deep Learning 2”
如何修复它
Confirm whether these are official product names; otherwise translate them or establish a consistent bilingual naming convention.
- mediumlinguistic · 84% 置信度
Inconsistent Vietnamese orthography and capitalization
The site varies between “Khoá” and “Khóa” and uses extensive all-caps English and Vietnamese copy in the promotional heading.
发现于此处
Homepage · <h1> and header · <nav>
https://aivietnam.edu.vn/我们看到的情况
“🚀 TUYỂN SINH AIO-2026:🚀 DATA SCIENCE & ARTIFICIAL INTELLIGENCE PROGRAM - AIO-2026🚀 HỌC LIVE - ONLINE - ZOOM - CHƯƠNG TRÌNH DÀNH CHO NGƯỜI MỚI” versus “Khoá học” in navigation and “Khóa...” on the course page
如何修复它
Define locale-specific capitalization and spelling rules, then normalize the heading and course labels accordingly.
- mediumvisual · 65% 置信度
Long localized headings may require wrapping checks
The homepage hero heading and course module labels are long enough to create a risk of clipping or awkward wrapping, although no screenshot or rendered dimensions are provided.
发现于此处
Hero · <h1> and course page · module controls
https://aivietnam.edu.vn/我们看到的情况
“🚀 TUYỂN SINH AIO-2026:🚀 DATA SCIENCE & ARTIFICIAL INTELLIGENCE PROGRAM - AIO-2026🚀” and “4(Module 4) Máy học (table and time series)”
如何修复它
Test these headings and controls at narrow widths, allow natural wrapping, and avoid fixed-height containers or non-wrapping text.
抽样页面
- 200 · https://aivietnam.edu.vn/ · lang=vi
- 200 · https://aivietnam.edu.vn/about · lang=vi
- 200 · https://aivietnam.edu.vn/course · lang=vi
- 200 · https://aivietnam.edu.vn/research · lang=vi
- 200 · https://aivietnam.edu.vn/blog · lang=vi
- 200 · https://aivietnam.edu.vn/contact · lang=vi
- 200 · https://aivietnam.edu.vn/daily-challenge · lang=vi
- 200 · https://aivietnam.edu.vn/space · lang=vi
- 200 · https://aivietnam.edu.vn/verification · lang=vi
- 200 · https://aivietnam.edu.vn/blog/tong-the-1-du-an-deep-learning-thuong-gom-nhung-buoc-chinh-nao-tu-buoc-chuan-bi-du-lieu-den-trien-khai-mo-hinh#c%C3%A1c-b%C6%B0%E1%BB%9Bc-ch%C3%ADnh-trong-m%E1%BB%99t-d%E1%BB%B1-%C3%A1n-deep-learning · lang=vi
- 200 · https://aivietnam.edu.vn/blog?category=AI%20VIET%20NAM · lang=vi
- 200 · https://aivietnam.edu.vn/blog/vi-sao-can-giu-co-dinh-seed-va-pipeline-tien-xu-ly-khi-thu-nhieu-kien-truc-deep-learning#%C3%BD-ngh%C4%A9a-c%E1%BB%A7a-vi%E1%BB%87c-c%E1%BB%91-%C4%91%E1%BB%8Bnh-pipeline-ti%E1%BB%81n-x%E1%BB%AD-l%C3%BD · lang=vi
- 200 · https://aivietnam.edu.vn/blog/khi-mo-hinh-hoi-tu-qua-nhanh-nhung-ket-qua-khong-tot-dieu-nay-co-the-lien-quan-den-learning-rate-nhu-the-nao#2-learning-rate-%E1%BA%A3nh-h%C6%B0%E1%BB%9Fng-th%E1%BA%BF-n%C3%A0o-khi-m%C3%B4-h%C3%ACnh-h%E1%BB%99i-t%E1%BB%A5-qu%C3%A1-nhanh · lang=vi
- 200 · https://aivietnam.edu.vn/blog/viec-log-lai-loss-accuracy-theo-epoch-bang-tensor-board-giup-qua-trinh-theo-doi-huan-luyen-de-dang-nhu-the-nao#g%C3%B3c-nh%C3%ACn-khi-l%C3%A0m-d%E1%BB%B1-%C3%A1n-aiml · lang=vi
- 200 · https://aivietnam.edu.vn/blog/khi-dung-mixed-precision-vi-sao-can-gradient-scaler-de-tranh-mat-mat-thong-tin-trong-gradient#gradient-scaler-ph%C3%B3ng-%C4%91%E1%BA%A1i-gradient-tr%C6%B0%E1%BB%9Bc-khi-t%C3%ADnh-to%C3%A1n · lang=vi
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下一步
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