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APWeb/WAIM 2020: Tianjin, China
- Xin Wang
, Rui Zhang
Web and Big Data - 4th International Joint Conference, APWeb-WAIM 2020, Tianjin, China, September 18-20, 2020, Proceedings, Part I. Lecture Notes in Computer Science 12317, Springer 2020, ISBN 978-3-030-60258-1
Big Data Analytic
- Xiang Li, Xiao Li, Tao Wang:
Active Classification of Cold-Start Users in Large Sparse Datasets. 3-10 - Zheng Gong
Instance-Aware Evaluation of Sensitive Columns in Tabular Dataset. 11-19 - Xiang Kang, Pingpeng Yuan
EPUR: An Efficient Parallel Update System over Large-Scale RDF Data. 20-34
Graph Data and Social Networks
- Jiaxu Liu, Yingxia Shao, Sen Su:
Multiple Local Community Detection via High-Quality Seed Identification. 37-52 - Jing Chen, Yu Gu, Qiange Wang
Partition-Oriented Subgraph Matching on GPU. 53-68 - Zian Pan, Yajun Yang, Qinghua Hu:
An Index Method for the Shortest Path Query on Vertex Subset for the Large Graphs. 69-85 - Yanping Wu, Jun Zhao, Renjie Sun, Chen Chen
Efficient Personalized Influential Community Search in Large Networks. 86-101 - Chu Zheng, Peiyun Wu, Xiaowang Zhang
Leveraging Explicit Unsupervised Information for Robust Graph Convolutional Neural Network Learning. 102-111 - Qing Zhang, Xiaoxu Ren, Yifan Cao, Hengda Zhang, Xiaofei Wang, Victor C. M. Leung:
Content Sharing Prediction for Device-to-Device (D2D)-based Offline Mobile Social Networks by Network Representation Learning. 112-126 - Yang Wu, Ada Wai-Chee Fu, Cheng Long, Zitong Chen:
LSimRank: Node Similarity in a Labeled Graph. 127-144 - Liu Yang, Tingxuan Chen, Junyu Zhang
Fruited-Forest: A Reachability Querying Method Based on Spanning Tree Modelling of Reduced DAG. 145-153 - Zhen Zhang, Jing Zhang, Fuxue Li, Xiangguo Zhao, Xin Bi:
Frequent Semantic Trajectory Sequence Pattern Mining in Location-Based Social Networks. 154-161 - Zhichao Huang
Aligning Users Across Social Networks via Intra and Inter Attentions. 162-169 - Chuhan Zhang, Yueshuang Yin, Yong Liu:
NSTI-IC: An Independent Cascade Model Based on Neighbor Structures and Topic-Aware Interest. 170-178
Knowledge Graph
- Xingwei Zhu, Pengpeng Zhao, Jiajie Xu, Junhua Fang, Lei Zhao, Xuefeng Xian, Zhiming Cui, Victor S. Sheng:
Knowledge Graph Attention Network Enhanced Sequential Recommendation. 181-195 - Jiasheng Zhang, Yongpan Sheng
TKGFrame: A Two-Phase Framework for Temporal-Aware Knowledge Graph Completion. 196-211 - Sizhuo Li, Guozheng Rao, Baozhu Liu, Pengkai Liu, Sicong Dong, Zhiyong Feng:
An Ontology-Aware Unified Storage Scheme for Knowledge Graphs. 212-226 - Xingya Liang, Fuxiang Zhang, Xin Liu, Yajun Yang:
IterG: An Iteratively Learning Graph Convolutional Network with Ontology Semantics. 227-241 - Yuxin Zhang, Bohan Li, Han Gao, Ye Ji, Han Yang, Meng Wang:
Fine-Grained Evaluation of Knowledge Graph Embedding Models in Downstream Tasks. 242-256 - Gao Gu, Bohan Li, Han Gao, Meng Wang:
Learning to Answer Complex Questions with Evidence Graph. 257-269 - Xinyue Zhang, Meng Wang, Bingchen Zhao, Ruyang Liu, Jingyuan Zhang, Han Yang:
Characterizing Robotic and Organic Query in SPARQL Search Sessions. 270-285 - Dalei Zhang, Qiang Yang
Tail Entity Recognition and Linking for Knowledge Graphs. 286-301 - Xiangyu Li, Sen Hu, Lei Zou:
Natural Answer Generation via Graph Transformer. 302-318 - Xintong Guo, Hong Gao, Yinan An, Zhaonian Zou:
Diversified Top-k Querying in Knowledge Graphs. 319-336 - Yongwei Qiao, Leilei Sun, Chunjing Xiao:
High Order Semantic Relations-Based Temporal Recommendation Model by Collaborative Knowledge Graph Learning. 337-351 - Chunjing Xiao, Leilei Sun, Wanlin Ji:
Temporal Knowledge Graph Incremental Construction Model for Recommendation. 352-359
Recommender Systems
- Bowen Hao, Jing Zhang, Cuiping Li, Hong Chen:
Few-Shot Representation Learning for Cold-Start Users and Items. 363-377 - Guang Yang
Long Short-Term Memory with Sequence Completion for Cross-Domain Sequential Recommendation. 378-393 - Tianyi Tao, Yun Xiong, Guosen Wang, Yao Zhang, Peng Tian, Yangyong Zhu:
IASR: An Item-Level Attentive Social Recommendation Model for Personalized Ranking. 394-408 - Jiacheng Ni, Pengpeng Zhao, Jiajie Xu, Junhua Fang, Zhixu Li, Xuefeng Xian, Zhiming Cui, Victor S. Sheng:
Spatio-Temporal Self-Attention Network for Next POI Recommendation. 409-423 - Zhihui Ke, Meng Cheng, Xiaobo Zhou, Keqiu Li, Tie Qiu:
Joint Cooperative Content Caching and Recommendation in Mobile Edge-Cloud Networks. 424-438 - Xing Luo, Yuanyuan Jin, Tao Ji, Xiaoling Wang:
Dual Role Neural Graph Auto-encoder for CQA Recommendation. 439-454 - Kemeng Liu, Zhonghong Ou, Yanxin Tan, Kai Zhao
KGWD: Knowledge Graph Based Wide & Deep Framework for Recommendation. 455-469 - Yongxuan Lai, Shipeng Yang, Anshu Xiong, Fan Yang:
Seamless Incorporation of Appointment-Based Requests on Taxi-Rider Match Scheduling. 470-477 - Guoqiong Liao, Xiaobin Deng, Xiaomei Huang, Changxuan Wan:
FHAN: Feature-Level Hierarchical Attention Network for Group Event Recommendation. 478-492 - Qingqin Wang, Yun Xiong, Yangyong Zhu, Philip S. Yu:
KASR: Knowledge-Aware Sequential Recommendation. 493-508 - Hengpeng Xu, Jinmao Wei, Zhenglu Yang
Graph Attentive Network for Region Recommendation with POI- and ROI-Level Attention. 509-516 - Bin Fu, Hongzhi Liu
Generalized Collaborative Personalized Ranking for Recommendation. 517-532
Information Extraction and Retrieval
- Liang Xu, Junjie Yao, Yingjie Zhang:
Dynamic Multi-hop Reasoning. 535-543 - Lijun Huo, Bin Ge, Xiang Zhao:
Multi-hop Reading Comprehension Incorporating Sentence-Based Reasoning. 544-557 - Binglei Wang, Tong Xu, Hao Wang, Yanmin Chen, Le Zhang, Lintao Fang, Guiquan Liu, Enhong Chen
Author Contributed Representation for Scholarly Network. 558-573 - Jingzi Gu, Peng Fu
Unsupervised Cross-Modal Retrieval by Coupled Dual Generative Adversarial Networks. 574-587 - Chuanyan Zhang
GSimRank: A General Similarity Measure on Heterogeneous Information Network. 588-602 - Yong Hu, Heyan Huang, Tian Lan, Xiaochi Wei, Yuxiang Nie, Jiarui Qi, Liner Yang, Xian-Ling Mao:
Multi-task Learning for Low-Resource Second Language Acquisition Modeling. 603-611 - Guowang Du, Lihua Zhou, Yudi Yang, Kevin Lü, Lizhen Wang:
Multi-view Clustering via Multiple Auto-Encoder. 612-626 - Yan Zhang, Yukun Li, Jing Zhang, Yunbo Ye:
A Method for Place Name Recognition in Tang Poetry Based on Feature Templates and Conditional Random Field. 627-635
Machine Learning
- Lei Yang, Zhan Shi, Dan Feng, Wenxin Yang, Jiaofeng Fang, Shuo Chen, Fang Wang:
MLND: A Weight-Adapting Method for Multi-label Classification Based on Neighbor Label Distribution. 639-654 - Guowei Wang, Lin Li, Jianwei Zhang:
meanNet: A Multi-layer Label Mean Based Semi-supervised Neural Network Approach for Credit Prediction. 655-669 - Yao Zhang, Yun Xiong, Xiangnan Kong, Xinyue Liu, Yangyong Zhu:
Multi-task Attributed Graphical Lasso. 670-684 - Wenbin Jiang, Jing Peng, Pai Liu, Hai Jin:
Hylo: Hybrid Layer-Based Optimization to Reduce Communication in Distributed Deep Learning. 685-699 - Shengguang Qiu, Botao Yu, Lei Qian, Qiang Guo, Wei Hu:
Joint Reasoning of Events, Participants and Locations for Plot Relation Recognition. 700-715 - Anxun He
FedSmart: An Auto Updating Federated Learning Optimization Mechanism. 716-724 - Yi Zhang
Discriminative Multi-label Model Reuse for Multi-label Learning. 725-739 - Jiayuan Hu, Chung-Ming Own, Wenyuan Tao:
Global and Local Attention Embedding Network for Few-Shot Fine-Grained Image Classification. 740-747 - Chaohan Pei, Chunyang Ruan, Yanchun Zhang, Yun Yang:
Bayes Classifier Chain Based on SVM for Traditional Chinese Medical Prescription Generation. 748-763 - Xin Wang
A Spatial and Sequential Combined Method for Web Service Classification. 764-778 - Lizhen Cui
A Pruned DOM-Based Iterative Strategy for Approximate Global Optimization in Crowdsourcing Microtasks. 779-793 - Yanxi Tang, Jianzong Wang, Xiaoyang Qu, Nan Zhang, Jing Xiao:
D-GHNAS for Joint Intent Classification and Slot Filling. 794-807 - Guodong Zhao, Gang Wu, Yidong Song, Baiyou Qiao, Donghong Han:
Index-Based Scheduling for Parallel State Machine Replication. 808-823
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