CN110245269B - 获取关系网络图中节点的动态嵌入向量的方法和装置 - Google Patents
获取关系网络图中节点的动态嵌入向量的方法和装置 Download PDFInfo
- Publication number
- CN110245269B CN110245269B CN201910372931.7A CN201910372931A CN110245269B CN 110245269 B CN110245269 B CN 110245269B CN 201910372931 A CN201910372931 A CN 201910372931A CN 110245269 B CN110245269 B CN 110245269B
- Authority
- CN
- China
- Prior art keywords
- node
- vector
- input
- nodes
- embedding
- 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
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/23—Updating
- G06F16/2379—Updates performed during online database operations; commit processing
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/901—Indexing; Data structures therefor; Storage structures
- G06F16/9024—Graphs; Linked lists
Abstract
Description
Claims (26)
Priority Applications (4)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201910372931.7A CN110245269B (zh) | 2019-05-06 | 2019-05-06 | 获取关系网络图中节点的动态嵌入向量的方法和装置 |
PCT/CN2020/071704 WO2020224298A1 (zh) | 2019-05-06 | 2020-01-13 | 获取关系网络图中节点的动态嵌入向量的方法和装置 |
US16/809,219 US11100167B2 (en) | 2019-05-06 | 2020-03-04 | Obtaining dynamic embedding vectors of nodes in relationship graphs |
US17/406,314 US11288318B2 (en) | 2019-05-06 | 2021-08-19 | Obtaining dynamic embedding vectors of nodes in relationship graphs |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201910372931.7A CN110245269B (zh) | 2019-05-06 | 2019-05-06 | 获取关系网络图中节点的动态嵌入向量的方法和装置 |
Publications (2)
Publication Number | Publication Date |
---|---|
CN110245269A CN110245269A (zh) | 2019-09-17 |
CN110245269B true CN110245269B (zh) | 2021-01-05 |
Family
ID=67883773
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN201910372931.7A Active CN110245269B (zh) | 2019-05-06 | 2019-05-06 | 获取关系网络图中节点的动态嵌入向量的方法和装置 |
Country Status (2)
Country | Link |
---|---|
CN (1) | CN110245269B (zh) |
WO (1) | WO2020224298A1 (zh) |
Families Citing this family (12)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN110245269B (zh) * | 2019-05-06 | 2021-01-05 | 创新先进技术有限公司 | 获取关系网络图中节点的动态嵌入向量的方法和装置 |
US11100167B2 (en) | 2019-05-06 | 2021-08-24 | Advanced New Technologies Co., Ltd. | Obtaining dynamic embedding vectors of nodes in relationship graphs |
CN110866190B (zh) * | 2019-11-18 | 2021-05-14 | 支付宝(杭州)信息技术有限公司 | 训练用于表征知识图谱的图神经网络模型的方法及装置 |
CN111177479B (zh) * | 2019-12-23 | 2023-08-18 | 北京百度网讯科技有限公司 | 获取关系网络图中节点的特征向量的方法以及装置 |
CN111191075B (zh) * | 2019-12-31 | 2023-03-31 | 华南师范大学 | 基于双重编码与联合的跨模态检索方法、系统及存储介质 |
CN111222344B (zh) * | 2020-01-03 | 2023-07-18 | 支付宝(杭州)信息技术有限公司 | 训练神经网络的方法、装置及电子设备 |
CN111405563B (zh) * | 2020-03-24 | 2021-07-13 | 支付宝(杭州)信息技术有限公司 | 保护用户隐私的风险检测方法和装置 |
CN111966889B (zh) * | 2020-05-20 | 2023-04-28 | 清华大学深圳国际研究生院 | 一种图嵌入向量的生成方法以及推荐网络模型的生成方法 |
CN111814921B (zh) * | 2020-09-04 | 2020-12-18 | 支付宝(杭州)信息技术有限公司 | 对象特征信息获取、对象分类、信息推送方法及装置 |
CN112507077B (zh) * | 2020-12-15 | 2022-05-20 | 杭州电子科技大学 | 基于关系图注意力神经网络的事件时序关系识别方法 |
CN114492568A (zh) * | 2021-12-20 | 2022-05-13 | 西安理工大学 | 基于Bert模型的节点分类方法 |
CN115268936B (zh) * | 2022-09-27 | 2022-12-27 | 之江实验室 | 一种用于计算图编译的优化方法及装置 |
Family Cites Families (14)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20170337481A1 (en) * | 2016-05-17 | 2017-11-23 | Xerox Corporation | Complex embeddings for simple link prediction |
CN107145977B (zh) * | 2017-04-28 | 2020-07-31 | 电子科技大学 | 一种对在线社交网络用户进行结构化属性推断的方法 |
CN108985309B (zh) * | 2017-05-31 | 2022-11-29 | 腾讯科技(深圳)有限公司 | 一种数据处理方法以及装置 |
US11928600B2 (en) * | 2017-10-27 | 2024-03-12 | Salesforce, Inc. | Sequence-to-sequence prediction using a neural network model |
CN108090607A (zh) * | 2017-12-13 | 2018-05-29 | 中山大学 | 一种基于多模型堆栈融合的社交媒体用户人口属性预测方法 |
CN108256678A (zh) * | 2018-01-04 | 2018-07-06 | 浙江大学 | 一种利用排序度量的双层注意力网络进行用户关系预测的方法 |
CN108737491B (zh) * | 2018-03-23 | 2020-09-01 | 腾讯科技(深圳)有限公司 | 信息推送方法和装置以及存储介质、电子装置 |
CN108763567A (zh) * | 2018-06-05 | 2018-11-06 | 北京玄科技有限公司 | 应用于智能机器人交互的知识推理方法及装置 |
CN109194707B (zh) * | 2018-07-24 | 2020-11-20 | 创新先进技术有限公司 | 分布式图嵌入的方法及装置 |
CN109242633B (zh) * | 2018-09-20 | 2022-04-08 | 创新先进技术有限公司 | 一种基于二部图网络的商品推送方法和装置 |
CN109543722A (zh) * | 2018-11-05 | 2019-03-29 | 中山大学 | 一种基于情感分析模型的情感趋势预测方法 |
CN109492227A (zh) * | 2018-11-16 | 2019-03-19 | 大连理工大学 | 一种基于多头注意力机制和动态迭代的机器阅读理解方法 |
CN109635947B (zh) * | 2018-12-14 | 2020-11-03 | 安徽省泰岳祥升软件有限公司 | 基于答案采样的机器阅读理解模型训练方法及装置 |
CN110245269B (zh) * | 2019-05-06 | 2021-01-05 | 创新先进技术有限公司 | 获取关系网络图中节点的动态嵌入向量的方法和装置 |
-
2019
- 2019-05-06 CN CN201910372931.7A patent/CN110245269B/zh active Active
-
2020
- 2020-01-13 WO PCT/CN2020/071704 patent/WO2020224298A1/zh active Application Filing
Also Published As
Publication number | Publication date |
---|---|
WO2020224298A1 (zh) | 2020-11-12 |
CN110245269A (zh) | 2019-09-17 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN110245269B (zh) | 获取关系网络图中节点的动态嵌入向量的方法和装置 | |
US20150254554A1 (en) | Information processing device and learning method | |
Wu et al. | Learning large-scale fuzzy cognitive maps based on compressed sensing and application in reconstructing gene regulatory networks | |
US11288318B2 (en) | Obtaining dynamic embedding vectors of nodes in relationship graphs | |
Grippo et al. | Decomposition techniques for multilayer perceptron training | |
CN108171010B (zh) | 基于半监督网络嵌入模型的蛋白质复合体检测方法与装置 | |
Azim et al. | Hybrid model for data imputation: using fuzzy c means and multi layer perceptron | |
CN115238855A (zh) | 基于图神经网络的时序知识图谱的补全方法及相关设备 | |
CN113935489A (zh) | 基于量子神经网络的变分量子模型tfq-vqa及其两级优化方法 | |
Balasubramaniam et al. | Efficient nonnegative tensor factorization via saturating coordinate descent | |
Wu et al. | Broad fuzzy cognitive map systems for time series classification | |
Benala et al. | Genetic algorithm for optimizing functional link artificial neural network based software cost estimation | |
US11526740B2 (en) | Optimization apparatus and optimization method | |
JP2019028484A (ja) | 属性識別装置、属性識別モデル学習装置、方法、及びプログラム | |
EP4231202A1 (en) | Apparatus and method of data processing | |
Renström et al. | Fraud Detection on Unlabeled Data with Unsupervised Machine Learning | |
Qiu et al. | On the memory mechanism of tensor-power recurrent models | |
CN116227562A (zh) | 基于图神经网络与Transformer的时序点过程预测方法及系统 | |
Dash | DECPNN: A hybrid stock predictor model using Differential Evolution and Chebyshev Polynomial neural network | |
CN115544307A (zh) | 基于关联矩阵的有向图数据特征提取与表达方法和系统 | |
CN115358485A (zh) | 一种基于图自注意力机制与霍克斯过程的交通流预测方法 | |
Kumar et al. | A hybrid approach to perform test case prioritisation and reduction for software product line testing | |
Kavitha et al. | Speech Emotion Recognition Using Different Activation Function | |
Javaheripi et al. | Swann: Small-world architecture for fast convergence of neural networks | |
AbdulQader et al. | Enabling incremental training with forward pass for edge devices |
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 | ||
TA01 | Transfer of patent application right | ||
TA01 | Transfer of patent application right |
Effective date of registration: 20200930 Address after: Cayman Enterprise Centre, 27 Hospital Road, George Town, Grand Cayman Islands Applicant after: Innovative advanced technology Co.,Ltd. Address before: Cayman Enterprise Centre, 27 Hospital Road, George Town, Grand Cayman Islands Applicant before: Advanced innovation technology Co.,Ltd. Effective date of registration: 20200930 Address after: Cayman Enterprise Centre, 27 Hospital Road, George Town, Grand Cayman Islands Applicant after: Advanced innovation technology Co.,Ltd. Address before: A four-storey 847 mailbox in Grand Cayman Capital Building, British Cayman Islands Applicant before: Alibaba Group Holding Ltd. |
|
GR01 | Patent grant | ||
GR01 | Patent grant |