Web and Big Data: 4th International Joint Conference, APWeb-WAIM 2020, Tianjin, China, September 18-20, 2020, Proceedings, Part I

Front Matter ....Pages i-xxiii
Front Matter ....Pages 1-1
 Active Classification of Cold-Start Users in Large Sparse Datasets  (Xiang Li, Xiao Li, Tao Wang)....Pages 3-10
 Instance-Aware Evaluation of Sensitive Columns in Tabular Dataset  (Zheng Gong, Kechun Zhao, Hui Li, Yingxue Wang)....Pages 11-19
 EPUR: An Efficient Parallel Update System over Large-Scale RDF Data  (Xiang Kang, Pingpeng Yuan, Hai Jin)....Pages 20-34
Front Matter ....Pages 35-35
 Multiple Local Community Detection via High-Quality Seed Identification  (Jiaxu Liu, Yingxia Shao, Sen Su)....Pages 37-52
 Partition-Oriented Subgraph Matching on GPU  (Jing Chen, Yu Gu, Qiange Wang, Chuanwen Li, Ge Yu)....Pages 53-68
 An Index Method for the Shortest Path Query on Vertex Subset for the Large Graphs  (Zian Pan, Yajun Yang, Qinghua Hu)....Pages 69-85
 Efficient Personalized Influential Community Search in Large Networks  (Yanping Wu, Jun Zhao, Renjie Sun, Chen Chen, Xiaoyang Wang)....Pages 86-101
 Leveraging Explicit Unsupervised Information for Robust Graph Convolutional Neural Network Learning  (Chu Zheng, Peiyun Wu, Xiaowang Zhang, Zhiyong Feng)....Pages 102-111
 Content Sharing Prediction for Device-to-Device (D2D)-based Offline Mobile Social Networks by Network Representation Learning  (Qing Zhang, Xiaoxu Ren, Yifan Cao, Hengda Zhang, Xiaofei Wang, Victor Leung)....Pages 112-126
 LSimRank: Node Similarity in a Labeled Graph  (Yang Wu, Ada Wai-Chee Fu, Cheng Long, Zitong Chen)....Pages 127-144
 Fruited-Forest: A Reachability Querying Method Based on Spanning Tree Modelling of Reduced DAG  (Liu Yang, Tingxuan Chen, Junyu Zhang, Jun Long, Zhigang Hu, Victor S. Sheng)....Pages 145-153
 Frequent Semantic Trajectory Sequence Pattern Mining in Location-Based Social Networks  (Zhen Zhang, Jing Zhang, Fuxue Li, Xiangguo Zhao, Xin Bi)....Pages 154-161
 Aligning Users Across Social Networks via Intra and Inter Attentions  (Zhichao Huang, Xutao Li, Yunming Ye)....Pages 162-169
 NSTI-IC: An Independent Cascade Model Based on Neighbor Structures and Topic-Aware Interest  (Chuhan Zhang, Yueshuang Yin, Yong Liu)....Pages 170-178
Front Matter ....Pages 179-179
 Knowledge Graph Attention Network Enhanced Sequential Recommendation  (Xingwei Zhu, Pengpeng Zhao, Jiajie Xu, Junhua Fang, Lei Zhao, Xuefeng Xian et al.)....Pages 181-195
 TKGFrame: A Two-Phase Framework for Temporal-Aware Knowledge Graph Completion  (Jiasheng Zhang, Yongpan Sheng, Zheng Wang, Jie Shao)....Pages 196-211
 An Ontology-Aware Unified Storage Scheme for Knowledge Graphs  (Sizhuo Li, Guozheng Rao, Baozhu Liu, Pengkai Liu, Sicong Dong, Zhiyong Feng)....Pages 212-226
 IterG: An Iteratively Learning Graph Convolutional Network with Ontology Semantics  (Xingya Liang, Fuxiang Zhang, Xin Liu, Yajun Yang)....Pages 227-241
 Fine-Grained Evaluation of Knowledge Graph Embedding Models in Downstream Tasks  (Yuxin Zhang, Bohan Li, Han Gao, Ye Ji, Han Yang, Meng Wang)....Pages 242-256
 Learning to Answer Complex Questions with Evidence Graph  (Gao Gu, Bohan Li, Han Gao, Meng Wang)....Pages 257-269
 Characterizing Robotic and Organic Query in SPARQL Search Sessions  (Xinyue Zhang, Meng Wang, Bingchen Zhao, Ruyang Liu, Jingyuan Zhang, Han Yang)....Pages 270-285
 Tail Entity Recognition and Linking for Knowledge Graphs  (Dalei Zhang, Yang Qiang, Zhixu Li, Junhua Fang, Ying He, Xin Zheng et al.)....Pages 286-301
 Natural Answer Generation via Graph Transformer  (Xiangyu Li, Sen Hu, Lei Zou)....Pages 302-318
 Diversified Top-k Querying in Knowledge Graphs  (Xintong Guo, Hong Gao, Yinan An, Zhaonian Zou)....Pages 319-336
 High Order Semantic Relations-Based Temporal Recommendation Model by Collaborative Knowledge Graph Learning  (Yongwei Qiao, Leilei Sun, Chunjing Xiao)....Pages 337-351
 Temporal Knowledge Graph Incremental Construction Model for Recommendation  (Chunjing Xiao, Leilei Sun, Wanlin Ji)....Pages 352-359
Front Matter ....Pages 361-361
 Few-Shot Representation Learning for Cold-Start Users and Items  (Bowen Hao, Jing Zhang, Cuiping Li, Hong Chen)....Pages 363-377
 Long Short-Term Memory with Sequence Completion for Cross-Domain Sequential Recommendation  (Guang Yang, Xiaoguang Hong, Zhaohui Peng, Yang Xu)....Pages 378-393
 IASR: An Item-Level Attentive Social Recommendation Model for Personalized Ranking  (Tianyi Tao, Yun Xiong, Guosen Wang, Yao Zhang, Peng Tian, Yangyong Zhu)....Pages 394-408
 Spatio-Temporal Self-Attention Network for Next POI Recommendation  (Jiacheng Ni, Pengpeng Zhao, Jiajie Xu, Junhua Fang, Zhixu Li, Xuefeng Xian et al.)....Pages 409-423
 Joint Cooperative Content Caching and Recommendation in Mobile Edge-Cloud Networks  (Zhihui Ke, Meng Cheng, Xiaobo Zhou, Keqiu Li, Tie Qiu)....Pages 424-438
 Dual Role Neural Graph Auto-encoder for CQA Recommendation  (Xing Luo, Yuanyuan Jin, Tao Ji, Xiaoling Wang)....Pages 439-454
 KGWD: Knowledge Graph Based Wide & Deep Framework for Recommendation  (Kemeng Liu, Zhonghong Ou, Yanxin Tan, Kai Zhao, Meina Song)....Pages 455-469
 Seamless Incorporation of Appointment-Based Requests on Taxi-Rider Match Scheduling  (Yongxuan Lai, Shipeng Yang, Anshu Xiong, Fan Yang)....Pages 470-477
 FHAN: Feature-Level Hierarchical Attention Network for Group Event Recommendation  (Guoqiong Liao, Xiaobin Deng, Xiaomei Huang, Changxuan Wan)....Pages 478-492
 KASR: Knowledge-Aware Sequential Recommendation  (Qingqin Wang, Yun Xiong, Yangyong Zhu, Philip S. Yu)....Pages 493-508
 Graph Attentive Network for Region Recommendation with POI- and ROI-Level Attention  (Hengpeng Xu, Jinmao Wei, Zhenglu Yang, Jun Wang)....Pages 509-516
 Generalized Collaborative Personalized Ranking for Recommendation  (Bin Fu, Hongzhi Liu, Yang Song, Tao Zhang, Zhonghai Wu)....Pages 517-532
Front Matter ....Pages 533-533
 Dynamic Multi-hop Reasoning  (Liang Xu, Junjie Yao, Yingjie Zhang)....Pages 535-543
 Multi-hop Reading Comprehension Incorporating Sentence-Based Reasoning  (Lijun Huo, Bin Ge, Xiang Zhao)....Pages 544-557
 Author Contributed Representation for Scholarly Network  (Binglei Wang, Tong Xu, Hao Wang, Yanmin Chen, Le Zhang, Lintao Fang et al.)....Pages 558-573
 Unsupervised Cross-Modal Retrieval by Coupled Dual Generative Adversarial Networks  (Jingzi Gu, Peng Fu, Jinchao Zhang, Lulu Wang, Bo Li, Weiping Wang)....Pages 574-587
 GSimRank: A General Similarity Measure on Heterogeneous Information Network  (Chuanyan Zhang, Xiaoguang Hong, Zhaohui Peng)....Pages 588-602
 Multi-task Learning for Low-Resource Second Language Acquisition Modeling  (Yong Hu, Heyan Huang, Tian Lan, Xiaochi Wei, Yuxiang Nie, Jiarui Qi et al.)....Pages 603-611
 Multi-view Clustering via Multiple Auto-Encoder  (Guowang Du, Lihua Zhou, Yudi Yang, Kevin Lü, Lizhen Wang)....Pages 612-626
 A Method for Place Name Recognition in Tang Poetry Based on Feature Templates and Conditional Random Field  (Yan Zhang, Yukun Li, Jing Zhang, Yunbo Ye)....Pages 627-635
Front Matter ....Pages 637-637
 MLND: A Weight-Adapting Method for Multi-label Classification Based on Neighbor Label Distribution  (Lei Yang, Zhan Shi, Dan Feng, Wenxin Yang, Jiaofeng Fang, Shuo Chen et al.)....Pages 639-654
 meanNet: A Multi-layer Label Mean Based Semi-supervised Neural Network Approach for Credit Prediction  (Guowei Wang, Lin Li, Jianwei Zhang)....Pages 655-669
 Multi-task Attributed Graphical Lasso  (Yao Zhang, Yun Xiong, Xiangnan Kong, Xinyue Liu, Yangyong Zhu)....Pages 670-684
 Hylo: Hybrid Layer-Based Optimization to Reduce Communication in Distributed Deep Learning  (Wenbin Jiang, Jing Peng, Pai Liu, Hai Jin)....Pages 685-699
 Joint Reasoning of Events, Participants and Locations for Plot Relation Recognition  (Shengguang Qiu, Botao Yu, Lei Qian, Qiang Guo, Wei Hu)....Pages 700-715
 FedSmart: An Auto Updating Federated Learning Optimization Mechanism  (Anxun He, Jianzong Wang, Zhangcheng Huang, Jing Xiao)....Pages 716-724
 Discriminative Multi-label Model Reuse for Multi-label Learning  (Yi Zhang, Zhecheng Zhang, Yinlong Zhu, Lei Zhang, Chongjun Wang)....Pages 725-739
 Global and Local Attention Embedding Network for Few-Shot Fine-Grained Image Classification  (Jiayuan Hu, Chung-Ming Own, Wenyuan Tao)....Pages 740-747
 Bayes Classifier Chain Based on SVM for Traditional Chinese Medical Prescription Generation  (Chaohan Pei, Chunyang Ruan, Yanchun Zhang, Yun Yang)....Pages 748-763
 A Spatial and Sequential Combined Method for Web Service Classification  (Xin Wang, Jin Liu, Xiao Liu, Xiaohui Cui, Hao Wu)....Pages 764-778
 A Pruned DOM-Based Iterative Strategy for Approximate Global Optimization in Crowdsourcing Microtasks  (Lizhen Cui, Jing Chen, Wei He, Hui Li, Wei Guo)....Pages 779-793
 D-GHNAS for Joint Intent Classification and Slot Filling  (Yanxi Tang, Jianzong Wang, Xiaoyang Qu, Nan Zhang, Jing Xiao)....Pages 794-807
 Index-Based Scheduling for Parallel State Machine Replication  (Guodong Zhao, Gang Wu, Yidong Song, Baiyou Qiao, Donghong Han)....Pages 808-823
Back Matter ....Pages 825-829