Search Result

1

Dynamic network community detection and evolution mode analysis method

动态网络社团发现及演化模式分析方法

Pan Yu

Yao Feng

Liu Xin

Zhang Lei

Wang Shuaihui

Wang Pei

community detection

dynamic network

evolutionary clustering

nonnegative matrix factorization

evolution mode

No. 12, 2024 : 3722-3728 doi:10.19734/j.issn.1001-3695.2024.05.0141

2

Improving social recommendation algorithm via incorporating interaction strength

融合交互强度的优化社交推荐算法

Zhou Luxin

Li Man

Jiang Mingyang

Zhang Lei

social recommendation

interaction strength

group participation matrix

matrix factorization

No. 1, 2024 : 65-71 doi:10.19734/j.issn.1001-3695.2023.05.0280

3

Multi-party joint prediction for QoS of industrial Internet manufacturing services considering data security

考虑数据安全的工业互联网制造服务QoS多方联合预测

Wu Yuanlin

Wang Tianri

Liu Juan

industrial Internet

manufacturing service

QoS prediction

matrix factorization

No. 11, 2023 : 3358-3362,3367 doi:10.19734/j.issn.1001-3695.2023.03.0081

4

Robust self-adaptived symmetric nonnegative matrix factorization clustering algorithm

鲁棒自适应对称非负矩阵分解聚类算法

Gao Haiyan

Liu Wanjin

Huang Hengjun

symmetric nonnegative matrix factorization(SNMF)

robustness

clustering

alternative iterative algorithm

No. 4, 2023 : 1024-1029 doi:10.19734/j.issn.1001-3695.2022.08.0414

5

Multi-label crowd answer aggregation of digital cultural heritage based on adaptive graph regularization and joint low-rank matrix factorization

基于自适应图正则化与联合低秩矩阵分解的数字文化遗产多标签众包答案聚合方法

Wang Chunxue

Xu Linlin

Yu Tianxiu

multi-label crowd answer aggregation

pure annotation data

adaptive graph regularization

low-rank matrix factorization

No. 4, 2023 : 1119-1129 doi:10.19734/j.issn.1001-3695.2022.09.0442

6

Robust structure regularized nonnegative matrix factorization

鲁棒结构正则化非负矩阵分解

Dong Wenting

Yin Xuesong

Yu Jieyue

Wang Yigang

nonnegative matrix factorization

maximum entropy graph

L_{2, 1} norm

clustering

No. 3, 2023 : 794-799 doi:10.19734/j.issn.1001-3695.2022.07.0399

7

Lightweight Chinese speech recognition with Transformer

结合Transformer的轻量化中文语音识别

Shen Yiwen

Sun Jun

speech recognition

Transformer

low-rank matrix factorization

lightweight convolution

model compression

sparse attention

No. 2, 2023 : 424-429 doi:10.19734/j.issn.1001-3695.2022.06.0340

8

Structure regularized multi-view nonnegative matrix factorization

结构正则化多视图非负矩阵分解

Lian Jiaqi

Wang Yigang

Chu Zhiwei

Yin Xuesong

multi-view learning

non-negative matrix factorization

graph regularization

principal component analysis

clustering

No. 10, 2022 : 3033-3038 doi:10.19734/j.issn.1001-3695.2022.04.0136

9

Link prediction combing nonnegative matrix factorization and directed structure

融合有向结构和非负矩阵分解的链路预测

Chen Guangfu

Guo Lei

Lian Yanping

link prediction

non-negative matrix factorization

directed network structure

normalized Laplacian

No. 7, 2022 : 2124-2131 doi:10.19734/j.issn.1001-3695.2021.12.0656

10

Link prediction model based on clustering information and symmetric non-negative matrix factorization

基于聚类信息和对称非负矩阵分解的链路预测模型研究

Chen Guangfu

Wang Haibo

complex network

link prediction

symmetric non-negative matrix factorization

node and link clustering information

No. 12, 2021 : 3733-3738 doi:10.19734/j.issn.1001-3695.2021.05.0192

11

Collaborative filtering recommendation model based on graph convolution and cross product

基于图卷积与外积的协同过滤推荐模型

Su Jing

Xu Tianqi

Zhang Xiankun

Shi Yancui

Gu Shuting

recommended system

collaborative filtering

graph neural network(GNN)

convolutional neural network(CNN)

matrix factorization

No. 10, 2021 : 3044-3048 doi:10.19734/j.issn.1001-3695.2021.02.0053

12

Differential privacy protection algorithm for explicit and implicit feedback based collaborative filtering

融合显隐式反馈协同过滤的差分隐私保护算法

Sun Daozhu

Li Nan

Du Qiming

Liu Wenfu

differential privacy

implicit feedback

matrix factorization

gradient disturbance

No. 8, 2021 : 2370-2375 doi:10.19734/j.issn.1001-3695.2020.11.0372

13

Recommendation algorithm via fusing matrix completion and deep matrix factorization

融合矩阵补全与深度矩阵分解的推荐算法

Shi Jiarong

Li Jinhong

recommendation system

deep matrix factorization

matrix completion

matrix factorization

deep learning

No. 8, 2021 : 2376-2380 doi:10.19734/j.issn.1001-3695.2020.11.0374

14

Based on nonnegative matrix factorization for link prediction model via multiple information combination modes

基于多种信息组合模式的非负矩阵分解链路预测模型

Tang Minghu

non-negative matrix factorization

attributed network

information fusion

link prediction

No. 5, 2021 : 1393-1397,1408 doi:10.19734/j.issn.1001-3695.2020.04.0100

15

Recommendation algorithm based on state space model and probabilistic matrix factorization

基于状态空间模型和概率矩阵分解的推荐算法

Cao Yulin

Li Wenli

matrix factorization

state space model

EM algorithm

Kalman filtering

No. 11, 2020 : 3263-3266 doi:10.19734/j.issn.1001-3695.2019.08.0276

16

Collaborative filtering recommendation algorithm based on biased metric factorization and implicit feedback

基于偏置度量分解与隐反馈的协同过滤推荐算法

Chen Yiran

Zheng Jun

recommendation system

matrix factorization

metric learning

implicit feedback

collaborative filtering

No. 8, 2020 : 2288-2291,2296 doi:10.19734/j.issn.1001-3695.2019.02.0038

17

ICAMF-CC：improved context aware matrix factorization algorithm

ICAMF-CC：改进的情境感知矩阵分解算法

Luo Guoqian

Liu Zhiyong

Zhang Mingyan

Zhang Jiaxin

Liu Yapeng

context-aware matrix factorization

item bias

context weights

No. 8, 2020 : 2297-2300 doi:10.19734/j.issn.1001-3695.2019.03.0054

18

Binomial matrix factorization with rating drift for recommender systems

引入评分偏置的二项矩阵分解推荐算法

Zhang Xiaohong

Zhang Qizhi

Zhou Yali

recommender system

binomial matrix factorization

rating drift

No. 5, 2020 : 1303-1305,1316 doi:10.19734/j.issn.1001-3695.2018.10.0807

19

Research on personalized film recommendation algorithm based on context-aware in mobile environment

移动环境下基于情境感知的个性化影视推荐算法研究

Luo Guoqian

Liu Zhiyong

Zhang Lin

Zhang Jiaxin

He Zhuoheng

Zhang Xin

movie recommendation

matrix factorization

context-aware

No. 5, 2020 : 1306-1310 doi:10.19734/j.issn.1001-3695.2018.11.0814

20

Hybrid recommendation algorithm based on content and matrix factorization

融合内容与矩阵分解的混合推荐算法

Wang Yonggui

Chen Yuwei

hybrid recommendation

matrix factorization

cold start

parameter optimization

local structure

No. 5, 2020 : 1359-1363 doi:10.19734/j.issn.1001-3695.2018.11.0797

21

Low-rank matrix factorization recommendation model based on double regularization mechanism

融合双重正则化机制的低秩矩阵分解推荐模型

Yu Xue

Zhang Haonan

recommendation systems

collaborative filtering

matrix factorization

social regularization

sparsity

No. 4, 2020 : 977-981,985 doi:10.19734/j.issn.1001-3695.2018.09.0739

22

Sparse non-negative matrix factorization algorithm for independent feature learning

用于独立特征学习的稀疏非负矩阵分解算法

Huang Weichun

Zhao Yang

Xiong Liyan

NMF

L_{2, 1/2} sparse

independent feature learning

cosine similarity

No. 4, 2020 : 986-989 doi:10.19734/j.issn.1001-3695.2018.10.0724

23

Adaptive zero-watermarking algorithm based on block NMF and boost normed singular value decomposition

NMF和增强奇异值分解的自适应零水印算法

Xiao Zhenjiu

Ning Qiuying

Zhang Han

Tang Xiaoliang

Chen Hong

nonnegative matrix factorization(NMF)

boost normed singular value decomposition(BN-SVD)

Arnold transform

logistic map

beetle antennae search algorithm

No. 4, 2020 : 1144-1148,1153 doi:10.19734/j.issn.1001-3695.2018.09.0751

24

Differential privacy matrix factorization recommendation algorithm fusing tag similarity

融合标签相似度的差分隐私矩阵分解推荐算法

Zheng Jian

Wang Xiaoqian

recommendation system

matrix factorization

tag similarity

differential privacy

privacy preserving

No. 3, 2020 : 851-855 doi:10.19734/j.issn.1001-3695.2018.08.0654

25

Matrix factorization recommendation algorithm combing implicit trust and item correlation

融合隐含信任度和项目关联度的矩阵分解推荐算法

Li Quan

Xu Xinhua

Liu Xinghong

Lin Song

recommendation system

collaborative filtering

social network

implicit trust

item correlation

matrix factorization

No. 2, 2020 : 401-406 doi:10.19734/j.issn.1001-3695.2018.07.0530

26

Link prediction based on matrix factorization for DeepWalk

基于矩阵分解的DeepWalk链路预测算法

Ye Zhonglin

Cao Rong

Zhao Haixing

Zhang Ke

Zhu Yu

link prediction

neural network

DeepWalk

network representation vectors

matrix factorization

similarity matrix

No. 2, 2020 : 424-429,442 doi:10.19734/j.issn.1001-3695.2018.07.0523

27

Aggregation recommendation algorithm for embedding item fatigue and diversity preference

嵌入项目疲劳和多样偏好的聚合推荐算法

Que Zhenghao

Deng Mingtong

Liu Xuejun

Li Bin

topic model

matrix factorization

diversity tendency

item fatigue function

recommendation diversity

No. 11, 2019 : 3220-3223,3257 doi:10.19734/j.issn.1001-3695.2018.04.0279

28

Matrix factorization recommendation model based on side information

耦合辅助信息的矩阵分解推荐模型

Jiang Wei

Qin Zhiguang

recommender system

hybrid collaborative filtering

matrix factorization

item similarity

coupled object similarity

side information

No. 10, 2019 : 2900-2906 doi:10.19734/j.issn.1001-3695.2018.03.0206

29

Collaborative filtering recommendation algorithm based on label classification

基于标签分类的协同过滤推荐算法

Zhu Zhengyu

Cao Xiaomei

collaborative filtering(CF)

matrix factorization

alternating least squares(ALS)

iteration projection pursuit

supervised learning

No. 8, 2019 : 2294-2296,2310 doi:10.19734/j.issn.1001-3695.2018.01.0065

30

Research on solving new item cold-start problem by combining image similarity

融合图片相似度缓解新项目冷启动问题的研究

Zhou Qiang

Hu Yan

collaborative filtering

matrix factorization

image features

new item cold-start

time weight

No. 8, 2019 : 2378-2382 doi:10.19734/j.issn.1001-3695.2018.01.0117

Search matrix factorization

Searchmatrix factorizationreturned 30 results

Dynamic network community detection and evolution mode analysis method

Improving social recommendation algorithm via incorporating interaction strength

Multi-party joint prediction for QoS of industrial Internet manufacturing services considering data security

Robust self-adaptived symmetric nonnegative matrix factorization clustering algorithm

Multi-label crowd answer aggregation of digital cultural heritage based on adaptive graph regularization and joint low-rank matrix factorization

Robust structure regularized nonnegative matrix factorization

Lightweight Chinese speech recognition with Transformer

Structure regularized multi-view nonnegative matrix factorization

Link prediction combing nonnegative matrix factorization and directed structure

Link prediction model based on clustering information and symmetric non-negative matrix factorization

Collaborative filtering recommendation model based on graph convolution and cross product

Differential privacy protection algorithm for explicit and implicit feedback based collaborative filtering

Recommendation algorithm via fusing matrix completion and deep matrix factorization

Based on nonnegative matrix factorization for link prediction model via multiple information combination modes

Recommendation algorithm based on state space model and probabilistic matrix factorization

Collaborative filtering recommendation algorithm based on biased metric factorization and implicit feedback

ICAMF-CC：improved context aware matrix factorization algorithm

Binomial matrix factorization with rating drift for recommender systems

Research on personalized film recommendation algorithm based on context-aware in mobile environment

Hybrid recommendation algorithm based on content and matrix factorization

Low-rank matrix factorization recommendation model based on double regularization mechanism

Sparse non-negative matrix factorization algorithm for independent feature learning

Adaptive zero-watermarking algorithm based on block NMF and boost normed singular value decomposition

Differential privacy matrix factorization recommendation algorithm fusing tag similarity

Matrix factorization recommendation algorithm combing implicit trust and item correlation

Link prediction based on matrix factorization for DeepWalk

Aggregation recommendation algorithm for embedding item fatigue and diversity preference

Matrix factorization recommendation model based on side information

Collaborative filtering recommendation algorithm based on label classification

Research on solving new item cold-start problem by combining image similarity