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APWeb/WAIM 2019: Chengdu, China
- Jie Shao, Man Lung Yiu, Masashi Toyoda, Dongxiang Zhang, Wei Wang, Bin Cui:
Web and Big Data - Third International Joint Conference, APWeb-WAIM 2019, Chengdu, China, August 1-3, 2019, Proceedings, Part II. Lecture Notes in Computer Science 11642, Springer 2019, ISBN 978-3-030-26074-3
Machine Learning
- Yunpei Zheng, Lin Li, Jianwei Zhang, Qing Xie, Luo Zhong:
Using Sentiment Representation Learning to Enhance Gender Classification for User Profiling. 3-11 - Zheng Wang
, Cai Na, Zeyu Ma, Si Chen, Lingyun Song, Yang Yang:
Exploring Nonnegative and Low-Rank Correlation for Noise-Resistant Spectral Clustering. 12-26 - Huanran Xue, Jiawei Jiang, Yingxia Shao, Bin Cui
FeatureBand: A Feature Selection Method by Combining Early Stopping and Genetic Local Search. 27-41 - Xiyao Fu, Yi Bin, Zheng Wang
Supervised Hashing with Recurrent Scaling. 42-56 - Haozhe Zhu, Yanyan Shen, Xian Zhou
TRPN: Matrix Factorization Meets Recurrent Neural Network for Temporal Rating Prediction. 57-72 - Jiangfeng Zeng, Ming Yang, Ke Zhou, Xiao Ma, Yangtao Wang, Xiaodong Xu, Zhili Xiao:
Improved Review Sentiment Analysis with a Syntax-Aware Encoder. 73-87 - Zetao Zheng
Who Is the Abnormal User: Anomaly Detection Framework based on the Graph Convolutional Networks. 88-102 - Yeliang Xiu, Suyun Zhao, Hong Chen, Cuiping Li:
I-mRMR: Incremental Max-Relevance, and Min-Redundancy Feature Selection. 103-110 - Longlong Xu, Xiansheng Chen, Yue Xu, Wei Chen, Tengjiao Wang:
ST-DCN: A Spatial-Temporal Densely Connected Networks for Crowd Flow Prediction. 111-118
Recommender Systems
- Jianzong Chen, Hanlu Li, Qing Xie, Lin Li, Yongjian Liu:
Streaming Recommendation Algorithm with User Interest Drift Analysis. 121-136 - Yi Wu, Ning Yang, Huanrui Luo:
Unified Group Recommendation Towards Multiple Criteria. 137-151 - Xiaochen Wang, Gang Hu, Haoyang Lin, Jiayu Sun:
A Novel Ensemble Approach for Click-Through Rate Prediction Based on Factorization Machines and Gradient Boosting Decision Trees. 152-162 - Lang Mei, Jun He, Hongyan Liu, Xiaoyong Du:
Latent Path Connected Space Model for Recommendation. 163-172
Storage, Indexing and Physical Database Design
- Jizhou Luo, Wei Zhang, Shengfei Shi, Hong Gao, Jianzhong Li, Tao Zhang, Zening Zhou:
FreshJoin: An Efficient and Adaptive Algorithm for Set Containment Join. 175-190 - Xiaolei Zhang, Chunxi Zhang, Yuming Li, Rong Zhang, Aoying Zhou:
Apara: Workload-Aware Data Partition and Replication for Parallel Databases. 191-206 - Pengjie Ding, Yijian Cheng, Wei Lu, Hao Huang, Xiaoyong Du:
Which Category Is Better: Benchmarking the RDBMSs and GDBMSs. 207-215
Spatial, Temporal and Multimedia Databases
- Hengpeng Xu, Peizhi Wu, Jinmao Wei, Zhenglu Yang
A Meta-Path-Based Recurrent Model for Next POI Prediction with Spatial and Temporal Contexts. 219-235 - Jie Zhou, Jiangbo Ai, Zheng Wang
Discovering Attractive Segments in the User Generated Video Streams. 236-250 - Tangpeng Dan, Changyin Luo, Yanhong Li, Bolong Zheng, Guohui Li:
Spatial Temporal Trajectory Similarity Join. 251-259 - Yudi Guo, Junjie Yao, Jiaxiang Huang, Yijun Chen:
Data Driven Charging Station Placement. 260-267 - Baiyou Qiao, Bing Hu, Xiyu Qiao, Laigang Yao, Junhai Zhu, Gang Wu:
An Efficient Top-k Spatial Join Query Processing Algorithm on Big Spatial Data. 268-275 - Xi Duan, Liping Wang, Shiyu Yang:
Multi-view Based Spatial-Keyword Query Processing for Real Estate. 276-291
Text Analysis and Mining
- Zhibin Zhao, Lan Yao, Siyuan Wang, Ge Yu:
PowerMonitor: Aspect Mining and Sentiment Analysis on Online Reviews. 295-309 - Yinxu Pan, Binheng Song, Ningqi Luo, Xiaojun Chen, Hengbin Cui:
Transformer and Multi-scale Convolution for Target-Oriented Sentiment Analysis. 310-321 - Wang Zhang, Chanjuan Chen, Lei Jiang, Xu Bai:
A New Feature Selection Algorithm Based on Category Difference for Text Categorization. 322-336 - Zhenhui Xu, Qiang Li, Wei Chen, Yingbao Cui, Zhen Qiu, Tengjiao Wang:
Opinion-Aware Knowledge Embedding for Stance Detection. 337-348 - Yijun Duan
History-Driven Entity Categorization. 349-364 - Xue Zhao, Ying Zhang, Wenya Guo, Xiaojie Yuan:
MBMN: Multivariate Bernoulli Mixture Network for News Emotion Analysis. 365-379 - (Withdrawn) Multi-label Text Classification: Select Distinct Semantic Understanding for Different Labels. 380-393
Demos
- Qi Ge, Peng Peng, Zhiwei Xu, Lei Zou, Zheng Qin:
FMQO: A Federated RDF System Supporting Multi-query Optimization. 397-401 - Guiling Wang, Tongtong Cui, Xiaojiang Zuo, Yao Xu, Yanbo Han:
DataServiceHatch: Generating and Composing Continuous Data Services. 402-406 - Liangjian Chen, Siyu Chen, Shengnan Guo, Yue Yang, Jianqiu Xu:
A Mobile Phone Data Visualization Tool for People Flow Analysis. 407-411 - Weijian Ni, Yujian Sun, Tong Liu, Qingtian Zeng, Nengfu Xie:
NativeHelper: A Bilingual Sentence Search and Recommendation Engine for Academic Writing. 412-416 - Taoyi Huang, Yuming Lin, Haibo Tang, You Li, Huibing Zhang:
PKRS: A Product Knowledge Retrieve System. 417-421 - Guowei Shen, Lu Liu, Qin Wei, Jicheng Lei, Chun Guo:
DataSESec: Security Monitoring for Data Share and Exchange Platform. 422-427
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