CN110334245B - 一种基于时序属性的图神经网络的短视频解析方法及装置 - Google Patents
一种基于时序属性的图神经网络的短视频解析方法及装置 Download PDFInfo
- Publication number
- CN110334245B CN110334245B CN201910599470.7A CN201910599470A CN110334245B CN 110334245 B CN110334245 B CN 110334245B CN 201910599470 A CN201910599470 A CN 201910599470A CN 110334245 B CN110334245 B CN 110334245B
- Authority
- CN
- China
- Prior art keywords
- user
- interest
- short video
- neural network
- short
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Active
Links
Images
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/70—Information retrieval; Database structures therefor; File system structures therefor of video data
- G06F16/73—Querying
- G06F16/735—Filtering based on additional data, e.g. user or group profiles
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/70—Information retrieval; Database structures therefor; File system structures therefor of video data
- G06F16/78—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually
- G06F16/783—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually using metadata automatically derived from the content
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/70—Information retrieval; Database structures therefor; File system structures therefor of video data
- G06F16/78—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually
- G06F16/7867—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually using information manually generated, e.g. tags, keywords, comments, title and artist information, manually generated time, location and usage information, user ratings
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/04—Architecture, e.g. interconnection topology
- G06N3/044—Recurrent networks, e.g. Hopfield networks
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/04—Architecture, e.g. interconnection topology
- G06N3/045—Combinations of networks
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/08—Learning methods
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Data Mining & Analysis (AREA)
- General Engineering & Computer Science (AREA)
- Computational Linguistics (AREA)
- Life Sciences & Earth Sciences (AREA)
- Evolutionary Computation (AREA)
- Health & Medical Sciences (AREA)
- Multimedia (AREA)
- Artificial Intelligence (AREA)
- Biomedical Technology (AREA)
- Biophysics (AREA)
- Databases & Information Systems (AREA)
- General Health & Medical Sciences (AREA)
- Molecular Biology (AREA)
- Computing Systems (AREA)
- Mathematical Physics (AREA)
- Software Systems (AREA)
- Library & Information Science (AREA)
- Image Analysis (AREA)
- Two-Way Televisions, Distribution Of Moving Picture Or The Like (AREA)
Abstract
Description
Claims (10)
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201910418402 | 2019-05-20 | ||
CN2019104184026 | 2019-05-20 |
Publications (2)
Publication Number | Publication Date |
---|---|
CN110334245A CN110334245A (zh) | 2019-10-15 |
CN110334245B true CN110334245B (zh) | 2023-04-07 |
Family
ID=68144185
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN201910599470.7A Active CN110334245B (zh) | 2019-05-20 | 2019-07-04 | 一种基于时序属性的图神经网络的短视频解析方法及装置 |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN110334245B (zh) |
Families Citing this family (15)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN110751269B (zh) * | 2019-10-18 | 2022-08-05 | 网易(杭州)网络有限公司 | 图神经网络训练方法、客户端设备及系统 |
CN111047410B (zh) * | 2019-12-16 | 2024-02-20 | 腾讯科技(深圳)有限公司 | 推荐方法、装置、终端设备以及存储介质 |
CN111209475B (zh) * | 2019-12-27 | 2022-03-15 | 武汉大学 | 一种基于时空序列和社会嵌入排名的兴趣点推荐方法及装置 |
CN111259243B (zh) * | 2020-01-14 | 2023-06-06 | 中山大学 | 基于会话的并行推荐方法及系统 |
CN111294620A (zh) * | 2020-01-22 | 2020-06-16 | 北京达佳互联信息技术有限公司 | 视频的推荐方法及装置 |
CN111382309B (zh) * | 2020-03-10 | 2023-04-18 | 深圳大学 | 一种基于图模型的短视频推荐方法、和智能终端和存储介质 |
CN111708876B (zh) * | 2020-06-16 | 2023-07-18 | 北京百度网讯科技有限公司 | 生成信息的方法和装置 |
CN111784455B (zh) * | 2020-06-30 | 2023-11-07 | 腾讯科技(深圳)有限公司 | 一种物品推荐方法及推荐设备 |
CN112084427A (zh) * | 2020-09-15 | 2020-12-15 | 辽宁工程技术大学 | 一种基于图神经网络的兴趣点推荐方法 |
CN112307257B (zh) * | 2020-11-25 | 2021-06-15 | 中国计量大学 | 一种基于多信息节点图网络的短视频点击率预测方法 |
CN112395505B (zh) * | 2020-12-01 | 2021-11-09 | 中国计量大学 | 一种基于协同注意力机制的短视频点击率预测方法 |
CN112616072B (zh) * | 2020-12-08 | 2021-10-26 | 中国计量大学 | 一种基于用户正负反馈信息的短视频点击率预测方法 |
CN113326425B (zh) * | 2021-04-20 | 2022-09-20 | 中国电子科技集团公司第五十四研究所 | 一种基于结构和语义注意力堆叠的会话推荐方法及系统 |
CN114222186A (zh) * | 2022-01-28 | 2022-03-22 | 普春玲 | 基于大数据深度挖掘的信息推送系统及方法 |
CN115098789B (zh) * | 2022-08-05 | 2024-04-16 | 湖南工商大学 | 基于神经网络的多维兴趣融合推荐方法、装置及相关设备 |
Citations (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN109104620A (zh) * | 2018-07-26 | 2018-12-28 | 腾讯科技(深圳)有限公司 | 一种短视频推荐方法、装置和可读介质 |
CN109684510A (zh) * | 2018-10-31 | 2019-04-26 | 北京达佳互联信息技术有限公司 | 视频排序方法、装置、电子设备及存储介质 |
CN109710805A (zh) * | 2018-12-13 | 2019-05-03 | 百度在线网络技术(北京)有限公司 | 基于兴趣簇的视频交互方法和装置 |
-
2019
- 2019-07-04 CN CN201910599470.7A patent/CN110334245B/zh active Active
Patent Citations (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN109104620A (zh) * | 2018-07-26 | 2018-12-28 | 腾讯科技(深圳)有限公司 | 一种短视频推荐方法、装置和可读介质 |
CN109684510A (zh) * | 2018-10-31 | 2019-04-26 | 北京达佳互联信息技术有限公司 | 视频排序方法、装置、电子设备及存储介质 |
CN109710805A (zh) * | 2018-12-13 | 2019-05-03 | 百度在线网络技术(北京)有限公司 | 基于兴趣簇的视频交互方法和装置 |
Non-Patent Citations (2)
Title |
---|
A Unified Personalized Video Recommendation via Dynamic Recurrent Neural Networks;Junyu Gao 等;《Proceedings of the 25th ACM International Conference on Multimedia》;20171019;第127-135页 * |
社交媒体中的个性化推荐关键技术研究;李舒辰;《中国博士学位论文全文数据库信息科技辑》;20180915;正文第2-5章 * |
Also Published As
Publication number | Publication date |
---|---|
CN110334245A (zh) | 2019-10-15 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN110334245B (zh) | 一种基于时序属性的图神经网络的短视频解析方法及装置 | |
CN111582453B (zh) | 生成神经网络模型的方法和装置 | |
US10242289B2 (en) | Method for analysing media content | |
CN111612134B (zh) | 神经网络结构搜索方法、装置、电子设备及存储介质 | |
CN110309874B (zh) | 负样本筛选模型训练方法、数据筛选方法和数据匹配方法 | |
Piergiovanni et al. | Tiny video networks | |
CN110795569B (zh) | 知识图谱的向量表示生成方法、装置及设备 | |
EP3340129A1 (en) | Artificial neural network class-based pruning | |
WO2018044633A1 (en) | End-to-end learning of dialogue agents for information access | |
CN111582479B (zh) | 神经网络模型的蒸馏方法和装置 | |
CN111708876B (zh) | 生成信息的方法和装置 | |
CN110188210B (zh) | 一种基于图正则化与模态独立的跨模态数据检索方法及系统 | |
WO2019210737A1 (zh) | 对象预测方法及装置、电子设备和存储介质 | |
CN111368973B (zh) | 用于训练超网络的方法和装置 | |
CN110162657B (zh) | 一种基于高层语义特征和颜色特征的图像检索方法及系统 | |
CN111340221A (zh) | 神经网络结构的采样方法和装置 | |
US11281867B2 (en) | Performing multi-objective tasks via primal networks trained with dual networks | |
CN110019849B (zh) | 一种基于注意力机制的视频关注时刻检索方法及装置 | |
CN117350360B (zh) | 大模型的微调方法、装置、电子设备和存储介质 | |
CN116882591B (zh) | 信息生成方法、装置、电子设备和计算机可读介质 | |
CN112116700B (zh) | 基于单目视图的三维重建方法与装置 | |
CN112580723B (zh) | 多模型融合方法、装置、电子设备和存储介质 | |
US10013644B2 (en) | Statistical max pooling with deep learning | |
CN115759183A (zh) | 一种多结构文本图神经网络的相关方法和相关装置 | |
CN111582456B (zh) | 用于生成网络模型信息的方法、装置、设备和介质 |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
PB01 | Publication | ||
PB01 | Publication | ||
SE01 | Entry into force of request for substantive examination | ||
SE01 | Entry into force of request for substantive examination | ||
CB03 | Change of inventor or designer information |
Inventor after: Liu Meng Inventor after: Nie Liqiang Inventor after: Wang Yinglong Inventor after: Li Yongqi Inventor after: Yin Jianhua Inventor after: Gan Tian Inventor after: Song Xuemeng Inventor after: Liu Wei Inventor before: Liu Meng Inventor before: Nie Liqiang Inventor before: Li Yongqi Inventor before: Yin Jianhua Inventor before: Gan Tian Inventor before: Song Xuemeng Inventor before: Liu Wei |
|
CB03 | Change of inventor or designer information | ||
GR01 | Patent grant | ||
GR01 | Patent grant |