Search知识图谱returned 66 results

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1

Link prediction method of medical temporal knowledge graph based on evolutionary learning

基于演化学习的医疗时序知识图谱链接预测方法

Niu Chongqing

Lu Jing

Du Yuxuan

Wang Shaoyu

electronic medical records

medical temporal knowledge graph

evolutionary learning

graph convolutional network

relation co-occurrence graph

Accepted Paper No. 8, 2025 : doi:10.19734/j.issn.1001-3695.2025.01.0007

2

Review of large language models integrating knowledge graph

融合知识图谱的大语言模型研究综述

Cao Rongrong

Liu Lin

Yu Yandong

Wang Hailong

large language models

knowledge graph

explainability

hallucination problem

knowledge-language synergy

Accepted Paper No. 8, 2025 : doi:10.19734/j.issn.1001-3695.2024.12.0532

3

Incorporating entity neighborhood information for temporal knowledge graph entity alignment

融合实体邻域信息的时序知识图谱实体对齐

Zhai Sheping

Zhang Wenjing

Ma Mengyao

Yang Rui

temporal knowledge graph

entity alignment

knowledge embedding

entity activity

potential neighbors

Accepted Paper No. 7, 2025 : doi:10.19734/j.issn.1001-3695.2024.12.0513

4

Time-series knowledge graph completion method combining local-global historical pattern and historical knowledge frequency

融合局部-全局历史模式与历史知识频率的时序知识图谱补全方法

Jia Kai

Wang Yangping

Yang Jingyu

Zhang Xiquan

temporal knowledge graph

completion algorithm

local cyclic graph encoder

global history encoder

frequency of historical knowledge

Accepted Paper No. 6, 2025 : doi:10.19734/j.issn.1001-3695.2024.10.0463

5

Inductive relation prediction based on sentence transformer and dual attention mechanism

基于句子转换和双注意力机制的归纳关系预测

Li Weijun

Liu Xueyang

Liu Shixia

Wang Ziyi

Ding Jianping

Su Yilei

knowledge graph

inductive relation prediction

sentence transformer

dual attention mechanism

random walk pathfinding strategy

Accepted Paper No. 6, 2025 : doi:10.19734/j.issn.1001-3695.2024.11.0442

6

Multimodal entity alignment based on dual-generator shared-adversarial network

基于生成对抗网络与渐进式融合的多模态实体对齐

Feng Guang

Zheng Runting

Liu Tianxiang

Yang Yanru

Lin Jianzhong

Zhong Ting

Huang Rongcan

Xiang Feng

Li Weichen

knowledge graph

entity alignment

adversarial network

dual generator

parameter sharing

progressive Fusion

distribution consistency

Accepted Paper No. 6, 2025 : doi:10.19734/j.issn.1001-3695.2024.11.0467

7

Graph neural recommendation algorithm with implicit relationship enhancement

隐式关系增强的图神经网络推荐算法

Xiong Zhongmin

Zhang Jun

graph neural network

social recommendation

knowledge graph

metapath

attention mechanism

Accepted Paper No. 5, 2025 : doi:10.19734/j.issn.1001-3695.2024.09.0363

8

Hierarchical semantic parsing approach for multi-hop question answering on knowledge graphs

一种面向知识图谱多跳问答的分层语义解析方法

Zhou Yan

Fan Yongsheng

Sun Song

Zhou Yue

large language models(LLM)

knowledge graph

multi-hop question answering

semantic parsing

No. 3, 2025 : 714-719 doi:10.19734/j.issn.1001-3695.2024.07.0262

9

Integrating contrastive learning and dual-stream networks for knowledge graph summarization models

结合对比学习和双流网络融合知识图谱摘要模型

Zhao Xia

Wang Zhao

text summarization

knowledge graph

momentum distillation

contrastive learning

dual-stream network

No. 3, 2025 : 720-727 doi:10.19734/j.issn.1001-3695.2024.07.0304

10

Edge perturbation-based link prediction interpretation

基于边扰动的链接预测解释方法

Chen Gengjing

Guo Gongde

Lin Shishui

knowledge graph(KG)

link prediction

interpretability

model independence

No. 2, 2025 : 425-430 doi:10.19734/j.issn.1001-3695.2024.07.0287

11

Knowledge graph link prediction based on multi-feature extraction and contrastive learning

基于多特征提取和对比学习的知识图谱链接预测

Li Huayu

Li Haiyang

Wang Cuicui

Man Xiaojun

knowledge graph

link prediction

graphical structure

contrastive learning

negative sample

No. 2, 2025 : 530-538 doi:10.19734/j.issn.1001-3695.2024.06.0238

12

Neighborhood selective aggregation zero-shot knowledge graph link prediction method with single sample support

单样本条件下邻域选择聚合零次知识图谱链接预测方法

Li Meng

Dong Hongbin

knowledge graph

link prediction

zero-shot

No. 1, 2025 : 65-70 doi:10.19734/j.issn.1001-3695.2024.06.0198

13

Knowledge graph completion method based on bipartite graphs and attention mechanism

基于双子图和注意力机制的知识图谱补全方法

Zhou Yue

Fan Yongsheng

Sang Binbin

Zhou Yan

complete knowledge graph

bipartite graph

attention mechanism

encoder

decoder

No. 1, 2025 : 93-99 doi:10.19734/j.issn.1001-3695.2024.06.0186

14

Multi-modal entity alignment model based on adaptive fusion technology

基于自适应融合技术的多模态实体对齐模型

Ren Chulan

Yu Zhenkun

Guan Chao

Jing Lizhi

entity alignment

knowledge graph

multi-modal

dynamic fusion

modality missing

No. 1, 2025 : 100-105 doi:10.19734/j.issn.1001-3695.2024.05.0187

15

Multi-modal entity alignment method based on adaptive mutual information

基于互信息自适应的多模态实体对齐方法

Gao Yongjie

Dang Jianwu

Zhang Xiquan

Zheng Aiguo

multimodal knowledge graph

entity alignment

adaptive feature fusion

contrastive representation learning

mutual information

No. 1, 2025 : 106-110 doi:10.19734/j.issn.1001-3695.2024.06.0193

16

Social knowledge recommendation based on graph reconstruction

基于图重构的社交知识推荐

Zhang Xinyue

Gao Hui

social recommendation

knowledge graph

contrastive learning

neighborhood enhancement

graph neural network(GNN)

No. 12, 2024 : 3607-3613 doi:10.19734/j.issn.1001-3695.2024.05.0145

17

Joint classes and neighborhood information guided embedding for entity alignment

联合实体类别及邻域信息指导的实体对齐方法

Jiang Min

Wang Shuying

knowledge graph

entity alignment

bidirectional encoder representation from Transformers(BERT)

entity class

attribute information

No. 12, 2024 : 3614-3621 doi:10.19734/j.issn.1001-3695.2024.05.0161

18

Review of reinforcement learning based knowledge graph reasoning research

基于强化学习的知识图谱推理研究综述

Liu Shixia

Li Weijun

Liu Xueyang

Ding Jianping

Su Yilei

Li Haonan

knowledge graph

reinforcement learning

knowledge reasoning

No. 9, 2024 : 2561-2572 doi:10.19734/j.issn.1001-3695.2023.11.0583

19

Knowledge graph recommendation model with integrated meta-graph neighborhoods

融合元图邻域的知识图谱推荐模型

Zhang Bin

Hao Lixin

Zhang Guofang

recommendation model

knowledge graph

meta-graph

convolutional neural network

attention mechanism

No. 8, 2024 : 2412-2418 doi:10.19734/j.issn.1001-3695.2023.12.0610

20

KBQA answer inference re-ranking algorithm based on knowledge representation learning

基于知识表示学习的KBQA答案推理重排序算法

Jin Yanfeng

Huang Hailai

Lin Yanzheng

Wang Youmiao

knowledge graph question answering

knowledge graph

knowledge representation learning

answer reasoning

No. 7, 2024 : 1983-1991 doi:10.19734/j.issn.1001-3695.2023.11.0545

21

Legal judgment prediction using case feature enhancement based on knowledge graph

基于知识图谱的案件特征增强法律判决预测

Li Ziyang

Zhang Yajuan

Huang Yixiong

Wang Yunhe

knowledge graph embedding

feature enhancement

historical similarity cases

legal judgment link prediction

No. 7, 2024 : 2153-2159 doi:10.19734/j.issn.1001-3695.2023.11.0533

22

Neighborhood information aggregation entity alignment method based on double layer graph attention network

基于双层图注意力网络的邻域信息聚合实体对齐方法

Wang Jianlin

Zhang Hao

Zhang Yongshuang

Ma Chaowei

Qi Ke

Zhang Xiao'ai

knowledge graph(KG)

entity alignment

graph attention network

attribute information

neighborhood information aggregation

No. 6, 2024 : 1686-1692 doi:10.19734/j.issn.1001-3695.2023.10.0520

23

Knowledge graph based multi-feature fusion rumor detection

基于知识图谱的多特征融合谣言检测方法

Liu Xiaoyang

Li Hui

Zhang Kangqi

Duan Di

Wen Guiling

knowledge graph

attention mechanism

emotion dictionary

rumor detection

No. 5, 2024 : 1362-1367 doi:10.19734/j.issn.1001-3695.2023.10.0425

24

Knowledge graph completion method for disentangled neighborhood information aggregation

解纠缠邻域信息聚合的知识图谱补全方法

Ma Haokai

Qi Yunsong

Wu Yubin

knowledge graph completion

graph neural network

disentangled neighborhood information

attention mechanism

No. 3, 2024 : 772-778 doi:10.19734/j.issn.1001-3695.2023.07.0294

25

node2vec-side fusion knowledge representation for personalized recommendation

面向个性化推荐的node2vec-side融合知识表示

Ni Wenkai

Du Yanhui

Ma Xingbang

Lyu Haibin

knowledge representation

recommender system

link prediction

knowledge graph

No. 2, 2024 : 361-367,374 doi:10.19734/j.issn.1001-3695.2023.06.0257

26

Interpretive subgraph generation model for knowledge graph link prediction task

面向知识图谱链接预测任务的解释子图生成模型

Yao Junping

Yuan Cong

Li Xiaojun

Guo Yi

Wang Hao

Zhou Zhijie

interpretability

knowledge graph(KG)

knowledge reasoning

graph neural network(GNN)

model-agnostic explanatory methods

No. 2, 2024 : 375-380 doi:10.19734/j.issn.1001-3695.2023.06.0260

27

On-device deep learning for smart home service recommendation framework

设备端基于深度学习的智能家居服务推荐框架

Chen Jiawen

Huang Zhiming

Cai Zezhuo

Chen Xing

Internet of Things

knowledge graph

smart home

natural language processing

similarity calculation

No. 2, 2024 : 533-539 doi:10.19734/j.issn.1001-3695.2023.06.0262

28

Adaptive knowledge representation method based on rotation and translation in 3D space

基于三维空间旋转平移的自适应知识表示方法

Li Zimao

Tang Xianyi

Yin Fan

Wang Can

Jiang Hai

knowledge graph

representation learning

adaptive projection

rotation and translation

No. 1, 2024 : 59-64 doi:10.19734/j.issn.1001-3695.2023.05.0282

29

User representation based on knowledge graph and its application in complementary product recommendation

基于知识图谱的用户表征及在互补产品推荐中的应用

Sun Ruixue

Ji Shujuan

Liang Yongquan

user preference

complementary products

attention mechanism

knowledge graph

No. 12, 2023 : 3628-3635 doi:10.19734/j.issn.1001-3695.2023.04.0164

30

Knowledge graph embedding model for bidirectional graph attention mechanism with hierarchical type information

融合层次类型信息的双向图注意力机制的知识图谱嵌入模型

Zhai Sheping

Li Fangyi

Li Hang

Yang Rui

knowledge graph embedding

graph attention mechanism

hierarchical type information

link prediction

No. 7, 2023 : 2031-2038 doi:10.19734/j.issn.1001-3695.2022.12.0763

31

Survey on research and application of graph dependencies

图依赖研究与应用综述

Yu Xu

Cao Jianjun

Weng Nianfeng

Yuan Zhen

Zeng Zhixian

graph dependencies

data consistency

graph dependencies discovery

consistency checking

knowledge graph

No. 5, 2023 : 1312-1317 doi:10.19734/j.issn.1001-3695.2022.09.0492

32

Enhanced canonical polyadic decomposition link prediction embedding method of knowledge graph

知识图谱的增强CP分解链接预测方法

Zhao Bo

Wang Yujia

Ni Ji

knowledge graph

link prediction

canonical polyadic decomposition

knowledge graph embedding

knowledge graph completion

No. 5, 2023 : 1396-1401 doi:10.19734/j.issn.1001-3695.2022.09.0498

33

Estimating operation importance of customized printed circuit board based on GENI-SD

基于GENI-SD的定制化印制电路板工序重要性评估

Lao Jingchun

Jin Hong

Lyu Shengping

Li Wenqiang

printed circuit board

knowledge graph

graph neural network

sampling

score aggregation

No. 5, 2023 : 1441-1446 doi:10.19734/j.issn.1001-3695.2022.10.0531

34

User preference network of fusing knowledge-aware and time-aware

融合知识感知和时间感知的用户偏好网络

Wu Yubin

Qi Yunsong

recommendation system

knowledge graph(KG)

temporal context encoding

attention mechanism

No. 3, 2023 : 805-809 doi:10.19734/j.issn.1001-3695.2022.08.0375

35

Prediction of inductive relationship based on BERT and path contrast learning

基于BERT和路径对比学习的归纳关系预测

Yin Xi

Liang Jingzhang

knowledge graph completion

inductive reasoning

contrast learning

relational prediction

pre-training

No. 1, 2023 : 47-51,56 doi:10.19734/j.issn.1001-3695.2022.05.0253

36

Crowdsourced task recommendation algorithm based on knowledge graph and graph attention network

基于知识图谱和图注意力的众包任务推荐算法

Shen Xu

Wang Shuying

Tian Yuanmeng

Zheng Qing

crowdsourcing task recommendation

knowledge graph

natural language processing

graph attention network

No. 1, 2023 : 115-121 doi:10.19734/j.issn.1001-3695.2022.06.0284

37

Two-channel collaborative filtering recommendation algorithm based on graph convolution

基于图卷积的双通道协同过滤推荐算法

Fu Junyu

Zhu Xiaodong

Chen Chen

knowledge graphs

recommendation system

collaborative filtering

cold start

No. 1, 2023 : 129-135 doi:10.19734/j.issn.1001-3695.2022.06.0282

38

Survey of knowledge graph platform

知识图谱平台综述

Wang Chuanqing

Li Yangyang

Fei Chaoqun

Huang Xikun

knowledge graph

knowledge graph platform

knowledge graph platform function

knowledge graph platform architecture

knowledge graph platform application

No. 11, 2022 : 3201-3210 doi:10.19734/j.issn.1001-3695.2022.04.0145

39

Knowledge-aware propagation recommendation algorithm based on user’s potential interest

基于用户潜在兴趣的知识感知传播推荐算法

Zhang Bo

Zhao Peng

Zhang Jinjin

Zeng Zhaoju

Xiao Xuhao

recommended systems

knowledge graph

attention mechanisms

heterogeneous propagation

No. 9, 2022 : 2615-2620 doi:10.19734/j.issn.1001-3695.2022.03.0067

40

Research on connotation, technology and application of educational knowledge graph based on multi-modal resources

融合多模态资源的教育知识图谱的内涵、技术与应用研究

Gao Mao

Zhang Liping

educational knowledge graph

multimodal resources

deep learning

knowledge graph construction technology

No. 8, 2022 : 2257-2267 doi:10.19734/j.issn.1001-3695.2021.12.0686

41

Rumor detection with knowledge representation and graph convolutional network

引入知识表示的图卷积网络谣言检测方法

Guo Qiushi

Li Chenxi

Liu Jinshuo

knowledge representation

graph convolutional network

rumor detection

knowledge graph

No. 7, 2022 : 2032-2036 doi:10.19734/j.issn.1001-3695.2022.01.0003

42

Temporal knowledge graph prediction based on entities activity and copy generation

基于实体活跃度及复制生成的时序知识图谱推理

Liu Enhai

Chu Hang

Wang Liqin

Dong Yongfeng

knowledge graph

prediction

temporal

graph convolutional network(GCN)

gated recurrent unit(GRU)

No. 6, 2022 : 1737-1741 doi:10.19734/j.issn.1001-3695.2021.11.0611

43

Recommendation model combining enhanced collaborative information and knowledge graph information

融合增强协同信息和知识图谱信息的推荐模型

Tao Jia

Huang Xianying

Gao Yulan

recommender systems(RS)

knowledge graph

collaboration information

attention mechanism

No. 6, 2022 : 1742-1748 doi:10.19734/j.issn.1001-3695.2021.10.0606

44

Recommendation of complementary items based on knowledge graph

基于知识图谱的互补项目推荐

Liu Guangming

Liang Yongquan

Ji Shujuan

Li Lin

user preferences

complementary projects

knowledge graph

recommendation

No. 5, 2022 : 1380-1385 doi:10.19734/j.issn.1001-3695.2021.10.0461

45

Cross-modal entity linking model based on image recognition

基于图像识别的跨模态实体链接模型

Chen Ye

Zhou Gang

Zhang Mengli

Zhu Xiubao

Huang Ningbo

knowledge graph

image recognition

cross-modal

entity linking

No. 5, 2022 : 1422-1426,1431 doi:10.19734/j.issn.1001-3695.2021.11.0464

46

Survey on building knowledge graphs for aerospace manufacturing

航空制造知识图谱构建研究综述

Qiu Ling

Zhang Ansi

Li Shaobo

Zhang Yizong

Shen Mingming

Zhou Peng

aerospace manufacturing

knowledge graph

knowledge extraction

knowledge reasoning

knowledge fusion

No. 4, 2022 : 968-977 doi:10.19734/j.issn.1001-3695.2021.09.0367

47

Address matching based on full-text indexed knowledge graph for hazardous materials transportation

基于全文索引知识图谱的危化品运输地址匹配研究

Liu Fei

He Xiangyang

Zou Zhiyun

address matching of hazardous materials transportation

Chinese word segmentation

full-text search

knowledge graph

No. 2, 2022 : 407-410,431 doi:10.19734/j.issn.1001-3695.2021.07.0299

48

Entity alignment method based on dual attention and relational semantic modeling

基于双重注意力和关系语义建模的实体对齐方法

Zhao Dan

Zhang Jun

entity alignment

dual attention

relational semantic modeling

graph attention network

knowledge graph(KG)

No. 1, 2022 : 64-69,79 doi:10.19734/j.issn.1001-3695.2021.04.0169

49

Construction of person-post matching recommended system based on knowledge graph

基于知识图谱的人岗推荐系统构建

Xu Mengqi

Xiong Xi

Li Binyong

Li Zhongzhi

knowledge graph

recommended system

person-post matching recommended

knowledge graph completion

No. 1, 2022 : 194-198 doi:10.19734/j.issn.1001-3695.2021.06.0228

50

Survey on construction and application research for multi-modal knowledge graphs

多模态知识图谱构建与应用研究综述

Chen Ye

Zhou Gang

Lu Jicang

multi-modal

knowledge graph

construction

application

No. 12, 2021 : 3535-3543 doi:10.19734/j.issn.1001-3695.2021.05.0156