{"@context":"https://schema.org","@type":"NewsArticle","generatedAt":"2026-07-28T06:20:51.496Z","headline":"抖音升级未成年人模式适龄推荐算法，引入多模态大语言模型","description":"抖音全面升级未成年人模式适龄推荐算法，核心是引入多模态大语言模型（MLLM）技术，综合处理文本、图像、音频等信息，为每条视频判断适宜观看的年龄范围。平台采用\"人工筛选 + 大模型分类 + 适龄推荐 + 内容偏好匹配\"的多重保障机制，目前未成年人专属内容池总量达770万条，日均新增约6000条优质内容。","url":"https://www.aioga.com/news/cms3040ol06jxro3ftluwb3ui/","mainEntityOfPage":"https://www.aioga.com/news/cms3040ol06jxro3ftluwb3ui/","datePublished":"2026-07-27T08:41:04.000Z","dateModified":"2026-07-27T08:41:04.000Z","inLanguage":"zh-CN","publisher":{"@type":"NewsMediaOrganization","name":"Aioga","url":"https://www.aioga.com"},"citation":["https://www.ithome.com/0/982/119.htm","https://aihot.virxact.com/items/cms3040ol06jxro3ftluwb3ui"],"canonicalUrl":"https://www.aioga.com/news/cms3040ol06jxro3ftluwb3ui/","directAnswer":{"@type":"Answer","text":"Aioga 编辑摘要：抖音全面升级未成年人模式适龄推荐算法，核心是引入多模态大语言模型（MLLM）技术，综合处理文本、图像、音频等信息，为每条视频判断适宜观看的年龄范围。 Aioga 将其归入「产品更新」方向，重点关注它对真实使用和行业竞争的影响。","url":"https://www.aioga.com/news/cms3040ol06jxro3ftluwb3ui/","dateCreated":"2026-07-27T08:41:04.000Z","author":{"@type":"Organization","@id":"https://www.aioga.com/authors/aioga-editorial/#editorial-team","name":"Aioga Editorial Team","url":"https://www.aioga.com/authors/aioga-editorial/"}},"evidence":[{"@type":"CreativeWork","name":"IT之家 source article","url":"https://www.ithome.com/0/982/119.htm","datePublished":"2026-07-27T08:41:04.000Z","provider":{"@type":"Organization","name":"IT之家","url":"https://www.ithome.com/0/982/119.htm"}},{"@type":"CreativeWork","name":"AIHot archive record","url":"https://aihot.virxact.com/items/cms3040ol06jxro3ftluwb3ui","datePublished":"2026-07-27T08:41:04.000Z","provider":{"@type":"Organization","name":"AIHot","url":"https://aihot.virxact.com/items/cms3040ol06jxro3ftluwb3ui"}}],"aggregationSource":"IT之家（RSS）","originalPublisher":{"name":"IT之家","url":"https://www.ithome.com/0/982/119.htm"},"article":{"id":"cms3040ol06jxro3ftluwb3ui","slug":"cms3040ol06jxro3ftluwb3ui","url":"https://www.aioga.com/news/cms3040ol06jxro3ftluwb3ui/","title":"抖音升级未成年人模式适龄推荐算法，引入多模态大语言模型","title_en":"抖音宣布优化适龄推荐算法，引入多模态大语言模型","summary":"抖音全面升级未成年人模式适龄推荐算法，核心是引入多模态大语言模型（MLLM）技术，综合处理文本、图像、音频等信息，为每条视频判断适宜观看的年龄范围。平台采用\"人工筛选 + 大模型分类 + 适龄推荐 + 内容偏好匹配\"的多重保障机制，目前未成年人专属内容池总量达770万条，日均新增约6000条优质内容。","source":"IT之家（RSS）","sourceUrl":"https://www.ithome.com/0/982/119.htm","aiHotUrl":"https://aihot.virxact.com/items/cms3040ol06jxro3ftluwb3ui","publishedAt":"2026-07-27T08:41:04.000Z","category":"产品更新","score":39,"selected":false,"articleBody":["IT之家：https://www.ithome.com/ 7 月 27 日消息，抖音集团今日发布公告称，为了切实缓解家长的监护焦虑，并回应未成年人的成长需求，抖音近期全面升级了未成年人模式的核心引擎 —— 适龄推荐算法。当用户开启未成年人模式并设置出生年月后，专属的适龄推荐算法便会随之启动。","据介绍，本次对未成年人模式推荐算法的全面升级，核心在于引入了前沿的多模态大语言模型（MLLM）技术，构建了一套智能化、精细化的内容识别与分发体系。","多模态大语言模型具备强大的跨模态语义理解能力，能够综合处理文本、图像、音频等多种信息，并综合考量内容的认知复杂度、价值观导向等，为每一条视频判断其适宜观看的年龄范围，为后续的适龄推荐提供技术基础。","首先，平台通过未成年人优质多模态大模型对海量信息进行筛选，识别出适宜未成年人观看的候选内容；再由人工专家层层筛选，甄选出兼具正向价值观的优质内容，将其纳入未成年人专属内容池。随后，适龄识别多模态大模型会对这些人审后的优质内容进行深度理解与识别分类，并输出适宜的年龄段信息。","IT之家注意到，官方还称，目前，平台采用了精细化的年龄划分标准，进行优质内容适龄推荐，这种适龄推荐机制能够适配不同阶段未成年人的认知特点与心理变化，让内容供给的颗粒度更加细腻。与此同时，算法还会结合孩子的内容偏好进行推荐。这种“人工筛选 + 大模型分类 + 适龄推荐 + 内容偏好匹配”的多重保障，在平台能够收集到的信息范围内最大可能地让每一次推荐内容都能更契合孩子的认知发展需求，同时，孩子也可以通过长按点击“不感兴趣”按钮，进行实时反馈。","目前，抖音未成年人专属内容池日均新增约 6000 条优质内容，总量已达 770 万条。这套推荐机制在推送适龄内容的同时，也会同步过滤掉超出当前年龄段认知范围或不适宜未成年人观看的内容。"],"articleImages":[],"mediaStatus":"none","articleBodyZh":[],"translationStatus":"","bodyOrigin":"source-page","editorial":{"summary":"Aioga 编辑摘要：抖音全面升级未成年人模式适龄推荐算法，核心是引入多模态大语言模型（MLLM）技术，综合处理文本、图像、音频等信息，为每条视频判断适宜观看的年龄范围。 Aioga 将其归入「产品更新」方向，重点关注它对真实使用和行业竞争的影响。","background":"背景分析：模型与研究类动态需要结合能力边界、开放方式、成本、可用性和真实任务表现判断，单项指标领先不等于已经形成稳定采用。","viewpoint":"Aioga 判断：这条动态更适合作为行业观察信号，当前信息足以建立线索，但不足以推导长期结论。","implications":"影响分析：对相关团队而言，短期应先核对来源、可用范围和实际成本，再判断是否值得接入或跟进。","nextStep":"后续观察：继续观察官方文档、实际可用性、价格变化、开发者反馈和竞品回应。","evidenceRefs":["title","summary","articleBody"],"confidence":"medium","status":"published","aiGenerated":false,"autoApproved":true,"generatedBy":"rule-safe-fallback","generatedAt":"2026-07-28T06:29:10.473Z","sourceHash":"2ebdbceaf5fe82d7","validation":{"passed":true,"mode":"rule-safe-fallback","checks":["schema","length","source-attribution","no-html"]}},"tags":["产品更新","IT之家（RSS）"],"translations":{"zh-CN":{"title":"抖音升级未成年人模式适龄推荐算法，引入多模态大语言模型","summary":"抖音全面升级未成年人模式适龄推荐算法，核心是引入多模态大语言模型（MLLM）技术，综合处理文本、图像、音频等信息，为每条视频判断适宜观看的年龄范围。平台采用\"人工筛选 + 大模型分类 + 适龄推荐 + 内容偏好匹配\"的多重保障机制，目前未成年人专属内容池总量达770万条，日均新增约6000条优质内容。","category":"产品更新","source":"IT之家","aggregationSource":"IT之家（RSS）","pageTitle":"抖音升级未成年人模式适龄推荐算法，引入多模态大语言模型 - Aioga AI资讯","description":"抖音全面升级未成年人模式适龄推荐算法，核心是引入多模态大语言模型（MLLM）技术，综合处理文本、图像、音频等信息，为每条视频判断适宜观看的年龄范围。平台采用\"人工筛选 + 大模型分类 + 适龄推荐 + 内容偏好匹配\"的多重保障机制，目前未成年人专属内容池总量达770万条，日均新增约6000条优质内容。","url":"https://www.aioga.com/news/cms3040ol06jxro3ftluwb3ui/"},"en":{"title":"Douyin upgrades the age-appropriate recommendation algorithm for minors, introducing a multimodal large language model","summary":"Douyin has fully upgraded its minors' mode age-appropriate recommendation algorithm, with the core being the introduction of multimodal large language model (MLLM) technology, which comprehensively processes text, images, audio, and other information to determine the suitable viewing age range for each video. The platform uses a multi-layer protection mechanism of 'manual screening + large model classification + age-appropriate recommendation + content preference matching.' Currently, the dedicated content pool for minors contains a total of 7.7 million items, with about 6,000 high-quality new items added daily.","category":"Products","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"Douyin upgrades the age-appropriate recommendation algorithm for minors, introducing a multimodal large language model - Aioga AI News","description":"Douyin has fully upgraded its minors' mode age-appropriate recommendation algorithm, with the core being the introduction of multimodal large language model (MLLM) technology, whic...","url":"https://www.aioga.com/en/news/cms3040ol06jxro3ftluwb3ui/","contentTranslated":true,"sourceHash":"3908d4eaf9479ca4","translatedAt":"2026-07-27T23:42:31.385Z"},"ja":{"title":"抖音は未成年者モードの年齢適合推奨アルゴリズムをアップグレードし、多モーダル大規模言語モデルを導入","summary":"TikTokは未成年者向けモードと年齢適合推奨アルゴリズムを全面的にアップグレードしました。核心はマルチモーダル大規模言語モデル（MLLM）技術を導入し、テキスト、画像、音声などの情報を総合的に処理して、各動画の視聴適齢範囲を判断することです。プラットフォームは「人工選別 + 大規模モデルによる分類 + 年齢適合推奨 + コンテンツ嗜好マッチング」という多重保障メカニズムを採用しており、現在、未成年者専用コンテンツプールの総量は770万件に達し、1日あたり約6000件の高品質コンテンツが新たに追加されています。","category":"製品更新","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"抖音は未成年者モードの年齢適合推奨アルゴリズムをアップグレードし、多モーダル大規模言語モデルを導入 - Aioga AIニュース","description":"TikTokは未成年者向けモードと年齢適合推奨アルゴリズムを全面的にアップグレードしました。核心はマルチモーダル大規模言語モデル（MLLM）技術を導入し、テキスト、画像、音声などの情報を総合的に処理して、各動画の視聴適齢範囲を判断することです。プラットフォームは「人工選別 + 大規模モデルによる分類 + 年齢適合推奨 + コンテンツ嗜好マッチング」という多重...","url":"https://www.aioga.com/ja/news/cms3040ol06jxro3ftluwb3ui/","contentTranslated":true,"sourceHash":"3908d4eaf9479ca4","translatedAt":"2026-07-27T23:42:42.577Z"},"ko":{"title":"틱톡이 미성년자 모드 적령 추천 알고리즘을 업그레이드하고 다중 모드 대형 언어 모델을 도입","summary":"틱톡은 청소년 모드의 적령 연령 추천 알고리즘을 전면 업그레이드했으며, 핵심은 다중 모달 대형 언어 모델(MLLM) 기술을 도입하여 텍스트, 이미지, 오디오 등 정보를 종합 처리하고 각 동영상의 시청 적합 연령을 판단하는 것입니다. 플랫폼은 '인력 선별 + 대형 모델 분류 + 적령 추천 + 콘텐츠 선호 매칭'의 다중 보장 메커니즘을 채택하고 있으며, 현재 청소년 전용 콘텐츠 풀은 총 770만 개에 달하고, 하루 평균 약 6000개의 고품질 콘텐츠가 신규로 추가되고 있습니다.","category":"제품 업데이트","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"틱톡이 미성년자 모드 적령 추천 알고리즘을 업그레이드하고 다중 모드 대형 언어 모델을 도입 - Aioga AI 뉴스","description":"틱톡은 청소년 모드의 적령 연령 추천 알고리즘을 전면 업그레이드했으며, 핵심은 다중 모달 대형 언어 모델(MLLM) 기술을 도입하여 텍스트, 이미지, 오디오 등 정보를 종합 처리하고 각 동영상의 시청 적합 연령을 판단하는 것입니다. 플랫폼은 '인력 선별 + 대형 모델 분류 + 적령 추천 + 콘텐츠 선호 매칭'의 다중 보장...","url":"https://www.aioga.com/ko/news/cms3040ol06jxro3ftluwb3ui/","contentTranslated":true,"sourceHash":"3908d4eaf9479ca4","translatedAt":"2026-07-27T23:43:23.254Z"},"es":{"title":"Douyin actualiza el algoritmo de recomendación por edades para el modo de menores, introduciendo un modelo de lenguaje grande multimodal","summary":"TikTok ha actualizado por completo el modo para menores y el algoritmo de recomendación por edad apropiada, cuyo núcleo es la introducción de la tecnología de modelo de lenguaje multimodal (MLLM), que procesa de manera integral información de texto, imágenes, audio, etc., para determinar el rango de edad adecuado para ver cada video. La plataforma utiliza un mecanismo de protección múltiple de \"selección manual + clasificación por modelo grande + recomendación por edad + coincidencia de preferencias de contenido\". Actualmente, el banco de contenido exclusivo para menores alcanza un total de 7,7 millones de elementos, con un promedio de unos 6.000 contenidos de calidad nuevos añadidos diariamente.","category":"Productos","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"Douyin actualiza el algoritmo de recomendación por edades para el modo de menores, introduciendo un modelo de lenguaje grande multimodal - Aioga Noticias de IA","description":"TikTok ha actualizado por completo el modo para menores y el algoritmo de recomendación por edad apropiada, cuyo núcleo es la introducción de la tecnología de modelo de lenguaje mu...","url":"https://www.aioga.com/es/news/cms3040ol06jxro3ftluwb3ui/","contentTranslated":true,"sourceHash":"3908d4eaf9479ca4","translatedAt":"2026-07-27T23:43:24.474Z"},"fr":{"title":"Douyin met à jour l'algorithme de recommandation adapté aux mineurs, introduisant un modèle linguistique multimodal large","summary":"TikTok a entièrement mis à niveau le mode pour mineurs avec un algorithme de recommandation adapté à l'âge, le cœur étant l'introduction de la technologie des grands modèles linguistiques multimodaux (MLLM), traitant de manière intégrée les informations textuelles, visuelles et audio, afin de déterminer la tranche d'âge appropriée pour chaque vidéo. La plateforme utilise un mécanisme de protection multiple 'filtrage manuel + classification par grand modèle + recommandation adaptée à l'âge + correspondance des préférences de contenus'. Actuellement, le bassin de contenu exclusivement destiné aux mineurs totalise 7,7 millions de entrées, avec environ 6 000 nouveaux contenus de qualité ajoutés quotidiennement.","category":"Produits","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"Douyin met à jour l'algorithme de recommandation adapté aux mineurs, introduisant un modèle linguistique multimodal large - Aioga Actualités IA","description":"TikTok a entièrement mis à niveau le mode pour mineurs avec un algorithme de recommandation adapté à l'âge, le cœur étant l'introduction de la technologie des grands modèles lingui...","url":"https://www.aioga.com/fr/news/cms3040ol06jxro3ftluwb3ui/","contentTranslated":true,"sourceHash":"3908d4eaf9479ca4","translatedAt":"2026-07-27T23:44:09.289Z"},"de":{"title":"Douyin aktualisiert den Altersfreigabealgorithmus für Minderjährige und führt ein multimodales großes Sprachmodell ein","summary":"TikTok hat den Modus für Minderjährige umfassend aufgerüstet und einen altersgerechten Empfehlungsalgorithmus eingeführt. Im Kern wird dabei die Multimodale Large Language Model (MLLM)-Technologie eingesetzt, die Text-, Bild- und Audioinformationen integriert verarbeitet, um für jedes Video das geeignete Alter für das Anschauen zu bestimmen. Die Plattform verwendet einen mehrstufigen Schutzmechanismus aus „menschlicher Auslese + Großmodell-Klassifizierung + altersgerechte Empfehlungen + Inhaltspräferenzabgleich“. Derzeit umfasst der exklusive Inhaltspool für Minderjährige insgesamt 7,7 Millionen Beiträge, mit täglich etwa 6000 neuen hochwertigen Inhalten.","category":"产品更新","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"Douyin aktualisiert den Altersfreigabealgorithmus für Minderjährige und führt ein multimodales großes Sprachmodell ein - Aioga KI-News","description":"TikTok hat den Modus für Minderjährige umfassend aufgerüstet und einen altersgerechten Empfehlungsalgorithmus eingeführt. Im Kern wird dabei die Multimodale Large Language Model (M...","url":"https://www.aioga.com/de/news/cms3040ol06jxro3ftluwb3ui/","contentTranslated":true,"sourceHash":"3908d4eaf9479ca4","translatedAt":"2026-07-27T23:44:05.917Z"},"pt-BR":{"title":"Douyin atualiza o algoritmo de recomendação por faixa etária do modo para menores, introduzindo modelo de linguagem multimodal avançado","summary":"O TikTok atualizou completamente o modo para menores, aprimorando o algoritmo de recomendação por faixa etária. O núcleo da atualização é a introdução da tecnologia de modelo de linguagem multimodal (MLLM), que processa de forma abrangente informações de texto, imagem, áudio, etc., para determinar a faixa etária apropriada para cada vídeo. A plataforma adota um mecanismo de proteção múltipla de \"triagem manual + classificação por grande modelo + recomendação por faixa etária + correspondência de preferência de conteúdo\". Atualmente, o total de conteúdos exclusivos para menores chega a 7,7 milhões de itens, com cerca de 6.000 conteúdos de qualidade adicionados diariamente.","category":"产品更新","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"Douyin atualiza o algoritmo de recomendação por faixa etária do modo para menores, introduzindo modelo de linguagem multimodal avançado - Aioga Notícias de IA","description":"O TikTok atualizou completamente o modo para menores, aprimorando o algoritmo de recomendação por faixa etária. O núcleo da atualização é a introdução da tecnologia de modelo de li...","url":"https://www.aioga.com/pt-BR/news/cms3040ol06jxro3ftluwb3ui/","contentTranslated":true,"sourceHash":"3908d4eaf9479ca4","translatedAt":"2026-07-27T23:44:47.662Z"},"ru":{"title":"Douyin обновила алгоритм рекомендаций для несовершеннолетних, внедрив многомодальную большую языковую модель","summary":"TikTok полностью обновил режим для несовершеннолетних и алгоритм рекомендаций по возрасту, ключевым моментом является внедрение технологии мультимодальной большой языковой модели (MLLM), которая комплексно обрабатывает текстовую, графическую, аудиоинформацию и определяет подходящий возраст для просмотра каждого видео. Платформа использует многоуровневый механизм защиты «ручная проверка + классификация большой моделью + рекомендации по возрасту + соответствие контентным предпочтениям». В настоящее время общий объём специализированного контента для несовершеннолетних достигает 7,7 миллиона записей, ежедневно добавляется около 6000 качественных материалов.","category":"产品更新","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"Douyin обновила алгоритм рекомендаций для несовершеннолетних, внедрив многомодальную большую языковую модель - Aioga Новости ИИ","description":"TikTok полностью обновил режим для несовершеннолетних и алгоритм рекомендаций по возрасту, ключевым моментом является внедрение технологии мультимодальной большой языковой модели (...","url":"https://www.aioga.com/ru/news/cms3040ol06jxro3ftluwb3ui/","contentTranslated":true,"sourceHash":"3908d4eaf9479ca4","translatedAt":"2026-07-27T23:44:52.727Z"},"ar":{"title":"دوين تيفو قامت بترقية وضع القاصرين وخوارزمية التوصية المناسبة للعمر، وأدخلت نموذج اللغة الكبير متعدد الوسائط","summary":"تحديث Douyin شامل لوضع القاصرين وخوارزمية التوصية بحسب العمر المناسب، حيث يتمثل الجوهر في إدخال تقنية نموذج اللغة الكبيرة متعددة الوسائط (MLLM)، لمعالجة النصوص والصور والصوتيات والمعلومات الأخرى بشكل متكامل، لتحديد نطاق العمر المناسب لمشاهدة كل فيديو. تعتمد المنصة على آلية حماية متعددة تشمل \"التصفية اليدوية + تصنيف النموذج الكبير + التوصية حسب العمر + مطابقة تفضيلات المحتوى\"، حاليًا يبلغ إجمالي محتوى حوض القاصرين 7.7 مليون مقطع، ويُضاف يوميًا حوالي 6000 مقطع عالي الجودة.","category":"产品更新","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"دوين تيفو قامت بترقية وضع القاصرين وخوارزمية التوصية المناسبة للعمر، وأدخلت نموذج اللغة الكبير متعدد الوسائط - Aioga أخبار الذكاء الاصطناعي","description":"تحديث Douyin شامل لوضع القاصرين وخوارزمية التوصية بحسب العمر المناسب، حيث يتمثل الجوهر في إدخال تقنية نموذج اللغة الكبيرة متعددة الوسائط (MLLM)، لمعالجة النصوص والصور والصوتيات وال...","url":"https://www.aioga.com/ar/news/cms3040ol06jxro3ftluwb3ui/","contentTranslated":true,"sourceHash":"3908d4eaf9479ca4","translatedAt":"2026-07-27T23:45:35.749Z"},"hi":{"title":"Douyin ने नाबालिगों के मोड के लिए उचित उम्र की सिफारिश एल्गोरिथम को अपग्रेड किया, और बहु-मोड वाले बड़े भाषा मॉडल को पेश किया","summary":"抖音 ने नाबालिगों के मोड को पूरी तरह से अपग्रेड किया और आयु-उपयुक्त सुझाव एल्गोरिदम को लागू किया, इसका मुख्य बिंदु मल्टी-मॉडल बड़ी भाषा मॉडल (MLLM) तकनीक को शामिल करना है, जो टेक्स्ट, इमेज और ऑडियो जैसी जानकारी को संयोजित रूप से संसाधित करता है, और प्रत्येक वीडियो के देखने के लिए उपयुक्त उम्र सीमा का निर्धारण करता है। प्लेटफ़ॉर्म \"मानव चयन + बड़ी मॉडल वर्गीकरण + आयु-उपयुक्त सुझाव + सामग्री पसंद मिलान\" की बहु-गुणवत्ता सुरक्षा प्रणाली का उपयोग करता है। वर्तमान में, नाबालिगों के लिए विशेष सामग्री पूल की कुल संख्या 7.7 मिलियन है, और प्रतिदिन लगभग 6000 उच्च गुणवत्ता वाली नई सामग्री जोड़ी जाती है।","category":"产品更新","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"Douyin ने नाबालिगों के मोड के लिए उचित उम्र की सिफारिश एल्गोरिथम को अपग्रेड किया, और बहु-मोड वाले बड़े भाषा मॉडल को पेश किया - Aioga AI समाचार","description":"抖音 ने नाबालिगों के मोड को पूरी तरह से अपग्रेड किया और आयु-उपयुक्त सुझाव एल्गोरिदम को लागू किया, इसका मुख्य बिंदु मल्टी-मॉडल बड़ी भाषा मॉडल (MLLM) तकनीक को शामिल करना है, जो टेक्स्ट...","url":"https://www.aioga.com/hi/news/cms3040ol06jxro3ftluwb3ui/","contentTranslated":true,"sourceHash":"3908d4eaf9479ca4","translatedAt":"2026-07-27T23:45:37.428Z"},"it":{"title":"Douyin aggiorna l'algoritmo di raccomandazione per minori, introducendo un modello linguistico multimodale","summary":"TikTok ha completamente aggiornato l'algoritmo di raccomandazione per i minori, l'aspetto centrale è l'introduzione della tecnologia del modello linguistico multimodale (MLLM), che elabora in modo integrato informazioni testuali, immagini, audio, ecc., per determinare l'età adatta per la visione di ogni video. La piattaforma utilizza un meccanismo di protezione multipla \"filtraggio manuale + classificazione tramite grande modello + raccomandazione adatta all'età + corrispondenza delle preferenze dei contenuti\". Attualmente, il pool di contenuti esclusivi per minori conta un totale di 7,7 milioni di elementi, con una media giornaliera di circa 6000 nuovi contenuti di qualità.","category":"产品更新","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"Douyin aggiorna l'algoritmo di raccomandazione per minori, introducendo un modello linguistico multimodale - Aioga Notizie IA","description":"TikTok ha completamente aggiornato l'algoritmo di raccomandazione per i minori, l'aspetto centrale è l'introduzione della tecnologia del modello linguistico multimodale (MLLM), che...","url":"https://www.aioga.com/it/news/cms3040ol06jxro3ftluwb3ui/","contentTranslated":true,"sourceHash":"3908d4eaf9479ca4","translatedAt":"2026-07-27T23:46:19.890Z"},"nl":{"title":"Douyin upgradeert de aanbevelingsalgoritme voor minderjarigen en introduceert multimodale grote taalmodellen","summary":"Douyin heeft het minderjarigenmodus volledig geüpgraded met een leeftijdsgeschikt aanbevelingsalgoritme, waarvan de kern het introduceren van multimodale grote taalmodeltechnologie (MLLM) is. Deze technologie verwerkt gecombineerd tekst-, beeld- en audiogegevens om voor elke video de geschikte leeftijd voor weergave te bepalen. Het platform gebruikt een meervoudig beveiligingsmechanisme van 'handmatige selectie + groot modelclassificatie + leeftijdsgeschikte aanbeveling + inhoudsvoorkeursmatching'. Momenteel beschikt het exclusieve contentpool voor minderjarigen over een totaal van 7,7 miljoen items, met dagelijks ongeveer 6000 nieuwe hoogwaardige contentstukken.","category":"产品更新","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"Douyin upgradeert de aanbevelingsalgoritme voor minderjarigen en introduceert multimodale grote taalmodellen - Aioga AI-nieuws","description":"Douyin heeft het minderjarigenmodus volledig geüpgraded met een leeftijdsgeschikt aanbevelingsalgoritme, waarvan de kern het introduceren van multimodale grote taalmodeltechnologie...","url":"https://www.aioga.com/nl/news/cms3040ol06jxro3ftluwb3ui/","contentTranslated":true,"sourceHash":"3908d4eaf9479ca4","translatedAt":"2026-07-27T23:46:24.220Z"},"tr":{"title":"Douyin, reşit olmayanlar modu uygun yaş öneri algoritmasını yükseltti, çok modlu büyük dil modelini tanıttı","summary":"Douyin, reşit olmayanlar modu ve uygun yaş tavsiye algoritmasını kapsamlı bir şekilde yükseltti. Temeli, metin, görüntü, ses gibi bilgileri bütünsel şekilde işleyen çok modlu büyük dil modeli (MLLM) teknolojisini kullanmaktır ve her video için izlenebilecek uygun yaş aralığını belirlemektedir. Platform, \"manuel tarama + büyük model sınıflandırması + uygun yaş tavsiyesi + içerik tercihi eşleştirmesi\" çok katmanlı güvenlik mekanizmasını benimsemektedir. Şu anda reşit olmayanlara özel içerik havuzunun toplam miktarı 7,7 milyon maddedir ve günlük ortalama yaklaşık 6000 yüksek kaliteli içerik eklenmektedir.","category":"产品更新","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"Douyin, reşit olmayanlar modu uygun yaş öneri algoritmasını yükseltti, çok modlu büyük dil modelini tanıttı - Aioga AI Haberleri","description":"Douyin, reşit olmayanlar modu ve uygun yaş tavsiye algoritmasını kapsamlı bir şekilde yükseltti. Temeli, metin, görüntü, ses gibi bilgileri bütünsel şekilde işleyen çok modlu büyük...","url":"https://www.aioga.com/tr/news/cms3040ol06jxro3ftluwb3ui/","contentTranslated":true,"sourceHash":"3908d4eaf9479ca4","translatedAt":"2026-07-27T23:47:01.496Z"},"vi":{"title":"TikTok nâng cấp thuật toán đề xuất phù hợp với lứa tuổi cho người chưa thành niên, áp dụng mô hình ngôn ngữ lớn đa phương thức","summary":"Douyin đã nâng cấp toàn diện chế độ dành cho trẻ vị thành niên với thuật toán gợi ý theo độ tuổi phù hợp, cốt lõi là áp dụng công nghệ mô hình ngôn ngữ lớn đa phương thức (MLLM), xử lý tổng hợp thông tin từ văn bản, hình ảnh, âm thanh, v.v., để xác định phạm vi tuổi xem phù hợp cho mỗi video. Nền tảng áp dụng cơ chế đảm bảo đa tầng gồm \"lọc thủ công + phân loại bằng mô hình lớn + gợi ý theo độ tuổi + phù hợp sở thích nội dung\". Hiện tại, tổng số nội dung chuyên biệt cho trẻ vị thành niên đạt 7,7 triệu mục, trung bình mỗi ngày bổ sung khoảng 6.000 nội dung chất lượng.","category":"产品更新","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"TikTok nâng cấp thuật toán đề xuất phù hợp với lứa tuổi cho người chưa thành niên, áp dụng mô hình ngôn ngữ lớn đa phương thức - Tin tức AI Aioga","description":"Douyin đã nâng cấp toàn diện chế độ dành cho trẻ vị thành niên với thuật toán gợi ý theo độ tuổi phù hợp, cốt lõi là áp dụng công nghệ mô hình ngôn ngữ lớn đa phương thức (MLLM), x...","url":"https://www.aioga.com/vi/news/cms3040ol06jxro3ftluwb3ui/","contentTranslated":true,"sourceHash":"3908d4eaf9479ca4","translatedAt":"2026-07-27T23:47:06.285Z"},"id":{"title":"TikTok meningkatkan algoritma rekomendasi sesuai usia untuk mode remaja, memperkenalkan model bahasa besar multimodal","summary":"Douyin sepenuhnya meningkatkan algoritma rekomendasi sesuai usia untuk mode pengguna di bawah umur, intinya adalah memperkenalkan teknologi Model Bahasa Multimodal Besar (MLLM), yang mengolah informasi teks, gambar, audio, dan lain-lain secara komprehensif untuk menentukan rentang usia yang sesuai untuk menonton setiap video. Platform ini menggunakan mekanisme perlindungan ganda 'Penyaringan manual + Klasifikasi model besar + Rekomendasi sesuai usia + Pencocokan preferensi konten'. Saat ini, total konten khusus untuk pengguna di bawah umur mencapai 7,7 juta item, dengan rata-rata penambahan sekitar 6.000 konten berkualitas baru setiap hari.","category":"产品更新","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"TikTok meningkatkan algoritma rekomendasi sesuai usia untuk mode remaja, memperkenalkan model bahasa besar multimodal - Berita AI Aioga","description":"Douyin sepenuhnya meningkatkan algoritma rekomendasi sesuai usia untuk mode pengguna di bawah umur, intinya adalah memperkenalkan teknologi Model Bahasa Multimodal Besar (MLLM), ya...","url":"https://www.aioga.com/id/news/cms3040ol06jxro3ftluwb3ui/","contentTranslated":true,"sourceHash":"3908d4eaf9479ca4","translatedAt":"2026-07-27T23:47:42.408Z"},"th":{"title":"Douyin อัปเกรดโหมดผู้เยาว์และอัลกอริธึมการแนะนำตามวัย แนะนำการใช้โมเดลภาษาขนาดใหญ่แบบหลายโหมด","summary":"Douyin ได้อัปเกรดโหมดสำหรับผู้เยาว์อย่างเต็มรูปแบบด้วยอัลกอริธึมการแนะนำตามวัยแกนหลักคือการนำเทคโนโลยีโมเดลภาษาใหญ่หลายโหมด (MLLM) มาประยุกต์ใช้ เพื่อประมวลผลข้อความ ภาพ เสียง และข้อมูลอื่น ๆ อย่างครบวงจร เพื่อพิจารณาช่วงอายุที่เหมาะสมสำหรับการรับชมวิดีโอแต่ละรายการ แพลตฟอร์มใช้กลไกการป้องกันหลายชั้น \"การคัดกรองโดยมนุษย์ + การจำแนกโดยโมเดลใหญ่ + การแนะนำตามวัย + การจับคู่ความชอบเนื้อหา\" ปัจจุบันแหล่งรวมเนื้อหาพิเศษสำหรับผู้เยาว์มีจำนวนรวม 7.7 ล้านรายการ โดยมีเนื้อหาคุณภาพเพิ่มใหม่เฉลี่ยวันละประมาณ 6,000 รายการ","category":"产品更新","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"Douyin อัปเกรดโหมดผู้เยาว์และอัลกอริธึมการแนะนำตามวัย แนะนำการใช้โมเดลภาษาขนาดใหญ่แบบหลายโหมด - ข่าว AI Aioga","description":"Douyin ได้อัปเกรดโหมดสำหรับผู้เยาว์อย่างเต็มรูปแบบด้วยอัลกอริธึมการแนะนำตามวัยแกนหลักคือการนำเทคโนโลยีโมเดลภาษาใหญ่หลายโหมด (MLLM) มาประยุกต์ใช้ เพื่อประมวลผลข้อความ ภาพ เสียง และข...","url":"https://www.aioga.com/th/news/cms3040ol06jxro3ftluwb3ui/","contentTranslated":true,"sourceHash":"3908d4eaf9479ca4","translatedAt":"2026-07-27T23:47:56.990Z"},"pl":{"title":"TikTok ulepsza algorytm rekomendacji dla niepełnoletnich, wprowadzając wielomodalny model językowy","summary":"Douyin całkowicie zaktualizował tryb dla nieletnich i algorytm rekomendacji odpowiedni do wieku, którego rdzeniem jest wprowadzenie technologii multimodalnego dużego modelu językowego (MLLM), kompleksowo przetwarzającej informacje tekstowe, obrazowe i audio, aby określić odpowiedni wiek do oglądania każdego wideo. Platforma stosuje mechanizm wielowarstwowej ochrony: „ręczna selekcja + klasyfikacja przez duży model + rekomendacja odpowiednia do wieku + dopasowanie preferencji treści”. Obecnie pula treści wyłącznie dla nieletnich osiągnęła 7,7 miliona pozycji, z codziennym przyrostem około 6000 wysokiej jakości treści.","category":"产品更新","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"TikTok ulepsza algorytm rekomendacji dla niepełnoletnich, wprowadzając wielomodalny model językowy - Aioga Wiadomości AI","description":"Douyin całkowicie zaktualizował tryb dla nieletnich i algorytm rekomendacji odpowiedni do wieku, którego rdzeniem jest wprowadzenie technologii multimodalnego dużego modelu językow...","url":"https://www.aioga.com/pl/news/cms3040ol06jxro3ftluwb3ui/","contentTranslated":true,"sourceHash":"3908d4eaf9479ca4","translatedAt":"2026-07-27T23:48:40.327Z"}}}}