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ORCIDAPWeb/WAIM 2021: Guangzhou, China
- Leong Hou U
, Marc Spaniol, Yasushi Sakurai, Junying Chen:
Web and Big Data - 5th International Joint Conference, APWeb-WAIM 2021, Guangzhou, China, August 23-25, 2021, Proceedings, Part II. Lecture Notes in Computer Science 12859, Springer 2021, ISBN 978-3-030-85898-8
Machine Learning 2
- Shu-ying Yu, Xian-Ling Mao, Wei Wei, Heyan Huang:
Unsupervised Deep Hashing via Adaptive Clustering. 3-17 - Yuxi Mi, Yutong Mu, Shuigeng Zhou, Jihong Guan:
FedMDR: Federated Model Distillation with Robust Aggregation. 18-32 - Zhengzheng Tang, Ziyue Qiao, Xuehai Hong, Yang Wang, Fayaz Ali Dharejo, Yuanchun Zhou, Yi Du:
Data Augmentation for Graph Convolutional Network on Semi-supervised Classification. 33-48 - Tianyi Tang, Junyi Li, Wayne Xin Zhao, Ji-Rong Wen:
Generating Long and Coherent Text with Multi-Level Generative Adversarial Networks. 49-63 - Zheng Zhang, Wei Song, Yuan Shen:
A Reasonable Data Pricing Mechanism for Personal Data Transactions with Privacy Concern. 64-71
Knowledge Graph
- Jianyu Li, Kun Yue, Jie Li, Liang Duan:
A Probabilistic Inference Based Approach for Querying Associative Entities in Knowledge Graph. 75-89 - Liujun Wang, Yanyan Shen:
BOUNCE: An Efficient Selective Enumeration Approach for Nested Named Entity Recognition. 90-105 - Baozhu Liu, Xin Wang, Pengkai Liu, Sizhuo Li, Xiaofei Wang:
PAIRPQ: An Efficient Path Index for Regular Path Queries on Knowledge Graphs. 106-120 - Baoxin Lei, Wen Li, Leung-Pun Wong, Lap-Kei Lee, Fu Lee Wang, Tianyong Hao:
A Hybrid Semantic Matching Model for Neural Collective Entity Linking. 121-134 - Ye Ji, Bohan Li, Yi Liu, Yuxin Zhang, Ken Cai:
Multi-space Knowledge Enhanced Question Answering over Knowledge Graph. 135-140
Emerging Data Processing Techniques
- Youyun Wang, Chuzhe Tang, Xujia Yao:
A Distribution-Aware Training Scheme for Learned Indexes. 143-157 - Yuxiong Li, Yujuan Tan, Congcong Xu, Duo Liu, Xianzhang Chen, Chengliang Wang, Mingliang Zhou, Leong Hou U:
AIR Cache: A Variable-Size Block Cache Based on Fine-Grained Management Method. 158-177 - Sichao Lai, Xiaoying Wu, Senyang Wang, Yuwei Peng, Zhiyong Peng:
Learning an Index Advisor with Deep Reinforcement Learning. 178-185 - Min Dong, Haozhao Zhong, Boyu Sun, Sheng Bi, Yi Cai:
SardineDB: A Distributed Database on the Edge of the Network. 186-193 - Shijie Jiang, Yang Wang, Guang Lu, Chuanwen Li:
DLSM: Distance Label Based Subgraph Matching on GPU. 194-200
Information Extraction and Retrieval
- Xin Wang, Mingyue Xiang, Huayi Zhan, Zhuo Lan, Yuang He, Yanxiao He, Yuji Sha:
Distributed Top-k Pattern Mining. 203-220 - Qize Xie, Liping Wang, Peidong Song, Xuemin Lin:
SQKT: A Student Attention-Based and Question-Aware Model for Knowledge Tracing. 221-236 - Jiayuan Xie, Wenhao Fang, Yi Cai, Zehang Lin:
Comparison Question Generation Based on Potential Compared Attributes Extraction. 237-252 - Ying Chen, Dong Zhou, Lin Li, Junmei Han:
Multimodal Encoders for Food-Oriented Cross-Modal Retrieval. 253-266 - Jing Sun, Bin Wang, Xiaoxu Song, Xiaochun Yang:
Data Cleaning for Indoor Crowdsourced RSSI Sequences. 267-275
Recommender System
- Wei Zhuo, Kunchi Liu, Taofeng Xue, Beihong Jin, Beibei Li, Xinzhou Dong, He Chen, Wenhai Pan, Xuejian Zhang, Shuo Zhou:
A Behavior-Aware Graph Convolution Network Model for Video Recommendation. 279-294 - Nanzhou Lin, Juntao Zhang, Xiandi Yang, Wei Song, Zhiyong Peng:
GRHAM: Towards Group Recommendation Using Hierarchical Attention Mechanism. 295-309 - Xiaoling Xia, Wenjian Fang, Xiujin Shi:
Multi-interest Network Based on Double Attention for Click-Through Rate Prediction. 310-322 - Jingqin Sun, Yunfei Yin, Faliang Huang, Mingliang Zhou, Leong Hou U:
Self-residual Embedding for Click-Through Rate Prediction. 323-337 - Teng Mei, Tianhao Sun, Renqin Chen, Mingliang Zhou, Leong Hou U:
GCNNIRec: Graph Convolutional Networks with Neighbor Complex Interactions for Recommendation. 338-347
Spatial and Spatio-Temporal Databases
- Xue Miao, Xi Guo, Xiaochun Yang, Lijia Yang, Zhaoshun Wang, Aziguli Wulamu:
Velocity-Dependent Nearest Neighbor Query. 351-367 - Muhammad Aamir Saleem, Toon Calders, Torben Bach Pedersen, Panagiotis Karras:
Finding Geo-Social Cohorts in Location-Based Social Networks. 368-383 - Dan Lu, Le Wu, Rui Chen, Qilong Han, Yichen Wang, Yong Ge:
Modeling Dynamic Spatial Influence for Air Quality Prediction with Atmospheric Prior. 384-398 - Yuquan Peng, Lin Li, Qing Xie, Xiaohui Tao:
Learning Cooperative Max-Pressure Control by Leveraging Downstream Intersections Information for Traffic Signal Control. 399-413 - Carson K. Leung, Anifat M. Olawoyin, Qi Wen:
Privacy-Preserving Healthcare Analytics of Trajectory Data. 414-420
Demo
- Da Ren, Yi Cai, Zhicheng Zhong, Zhiwei Wu, Zeting Li, Weizhao Li, Qing Li:
PARROT: An Adaptive Online Shopping Guidance System. 423-428 - Zhe Zhang, Lei Zou:
gStore-C: A Transactional RDF Store with Light-Weight Optimistic Lock. 429-433 - Yinnian Lin, Minhao Zhang, Ruoyu Zhang, Lei Zou:
Deep-gAnswer: A Knowledge Based Question Answering System. 434-439 - Rui Zhu, Hongzhi Wang, Yafeng Tang, Bo Xu:
ALMSS: Automatic Learned Index Model Selection System. 440-445 - Yuming Lin, Hao Song, Chuangxin Fang, You Li:
GPKRS: A GPU-Enhanced Product Knowledge Retrieval System. 446-451 - Haopeng Ren, Yi Cai, Mingying Zhang, Wenjian Hao, Xin Wu:
Standard-Oriented Standard Knowledge Graph Construction and Applications System. 452-457
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