Web Information Systems and Applications: 15th International Conference, WISA 2018, Taiyuan, China, September 14–15, 2018, Proceedings

Front Matter ....Pages I-XVI
Front Matter ....Pages 1-1
 Pareto-Based Many-Objective Convolutional Neural Networks  (Hongjian Zhao, Shixiong Xia, Jiaqi Zhao, Dongjun Zhu, Rui Yao, Qiang Niu)....Pages 3-14
 A Research and Application Based on Gradient Boosting Decision Tree  (Yun Xi, Xutian Zhuang, Xinming Wang, Ruihua Nie, Gansen Zhao)....Pages 15-26
 Multilingual Short Text Classification via Convolutional Neural Network  (Jiao Liu, Rongyi Cui, Yahui Zhao)....Pages 27-38
 Classifying Python Code Comments Based on Supervised Learning  (Jingyi Zhang, Lei Xu, Yanhui Li)....Pages 39-47
 A Frequent Sequential Pattern Based Approach for Discovering Event Correlations  (Yunmeng Cao, Chen Liu, Yanbo Han)....Pages 48-59
 Using a LSTM-RNN Based Deep Learning Framework for ICU Mortality Prediction  (Hanzhong Zheng, Dejia Shi)....Pages 60-67
 Modularized and Attention-Based Recurrent Convolutional Neural Network for Automatic Academic Paper Aspect Scoring  (Feng Qiao, Lizhen Xu, Xiaowei Han)....Pages 68-76
Front Matter ....Pages 77-77
 Fast Homomorphic Encryption Based on CPU-4GPUs Hybrid System in Cloud  (Jing Xia, Zhong Ma, Xinfa Dai, Jianping Xu)....Pages 79-90
 A Method of Component Discovery in Cloud Migration  (Jian-tao Zhou, Ting Wu, Yan Chen, Jun-feng Zhao)....Pages 91-102
 Online Aggregation: A Review  (Yun Li, Yanlong Wen, Xiaojie Yuan)....Pages 103-114
 Collaborative Caching in P2P Streaming Systems  (Guoqiang Gao, Ruixuan Li)....Pages 115-122
 A Distributed Rule Engine for Streaming Big Data  (Debo Cai, Di Hou, Yong Qi, Jinpei Yan, Yu Lu)....Pages 123-130
 Optimization of Depth from Defocus Based on Iterative Shrinkage Thresholding Algorithm  (Mingxin Zhang, Qiuyu Wu, Yongjun Liu, Jinlong Zheng)....Pages 131-144
Front Matter ....Pages 145-145
 LDA-Based Resource Selection for Results Diversification in Federated Search  (Liang Li, Zhongmin Zhang, Shengli Wu)....Pages 147-156
 Extracting 5W from Baidu Hot News Search Words for Societal Risk Events Analysis  (Nuo Xu, Xijin Tang)....Pages 157-169
 Jointly Trained Convolutional Neural Networks for Online News Emotion Analysis  (Xue Zhao, Ying Zhang, Wenya Guo, Xiaojie Yuan)....Pages 170-181
 Evaluation of Score Standardization Methods for Web Search in Support of Results Diversification  (Zhongmin Zhang, Chunlin Xu, Shengli Wu)....Pages 182-190
 An Integrated Semantic-Syntactic SBLSTM Model for Aspect Specific Opinion Extraction  (Zhongming Han, Xin Jiang, Mengqi Li, Mengmei Zhang, Dagao Duan)....Pages 191-199
Front Matter ....Pages 201-201
 Deep Learning Based Temporal Information Extraction Framework on Chinese Electronic Health Records  (Bing Tian, Chunxiao Xing)....Pages 203-214
 Improving Word Embeddings by Emphasizing Co-hyponyms  (Xiangrui Cai, Yonghong Luo, Ying Zhang, Xiaojie Yuan)....Pages 215-227
 Double Attention Mechanism for Sentence Embedding  (Miguel Kakanakou, Hongwei Xie, Yan Qiang)....Pages 228-239
 Word Embedding Based Document Similarity for the Inferring of Penalty  (Tieke He, Hao Lian, Zemin Qin, Zhipeng Zou, Bin Luo)....Pages 240-251
 Syntactic and Semantic Features Based Relation Extraction in Agriculture Domain  (Zhanghui Liu, Yiyan Chen, Yuanfei Dai, Chenhao Guo, Zuwen Zhang, Xing Chen)....Pages 252-258
 Classification for Social Media Short Text Based on Word Distributed Representation  (Dexin Zhao, Zhi Chang, Nana Du, Shutao Guo)....Pages 259-266
 CNN-BiLSTM-CRF Model for Term Extraction in Chinese Corpus  (Xiaowei Han, Lizhen Xu, Feng Qiao)....Pages 267-274
 Medical Data Acquisition Platform Based on Synthetic Intelligence  (Zhao Gu, Yongjun Liu, Mingxin Zhang)....Pages 275-283
Front Matter ....Pages 285-285
 Generalization Based Privacy-Preserving Provenance Publishing  (Jian Wu, Weiwei Ni, Sen Zhang)....Pages 287-299
 A Kind of Decision Model Research Based on Big Data and Blockchain in eHealth  (Xiaohuan Wang, Qingcheng Hu, Yong Zhang, Guigang Zhang, Wan Juan, Chunxiao Xing)....Pages 300-306
 Comparative Analysis of Medical P2P for Credit Scores  (Ranran Li, Chongchong Zhao, Xin Li, Guigang Zhang, Yong Zhang, Chunxiao Xing)....Pages 307-313
Front Matter ....Pages 315-315
 An Evolutionary Analysis of DBpedia Datasets  (Weixi Li, Lele Chai, Chaozhou Yang, Xin Wang)....Pages 317-329
 Spatio-Temporal Features Based Sensitive Relationship Protection in Social Networks  (Xiangyu Liu, Mandi Li, Xiufeng Xia, Jiajia Li, Chuanyu Zong, Rui Zhu)....Pages 330-343
 Research on Influence Ranking of Chinese Movie Heterogeneous Network Based on PageRank Algorithm  (Yilin Li, Chunfang Li, Wei Chen)....Pages 344-356
 Extraction Algorithm, Visualization and Structure Analysis of Python Software Networks  (Ao Shang, Chunfang Li, Hao Zheng, Minyong Shi)....Pages 357-368
 Social Stream Data: Formalism, Properties and Queries  (Chengcheng Yu, Fan Xia, Weining Qian)....Pages 369-381
 Weibo User Influence Evaluation Method Based on Topic and Node Attributes  (Wei Liu, Mingxin Zhang, Guofeng Niu, Yongjun Liu)....Pages 382-391
Front Matter ....Pages 393-393
 Gscheduler: A Query Scheduler Based on Query Interactions  (Muhammad Amjad, Jinwen Zhang)....Pages 395-403
 An Efficient Algorithm for Computing k-Average-Regret Minimizing Sets in Databases  (Xianhong Qiu, Jiping Zheng)....Pages 404-412
 Efficient Processing of k-regret Queries via Skyline Priority  (Sudong Han, Jiping Zheng, Qi Dong)....Pages 413-420
 Efficient Approximate Algorithms for k-Regret Queries with Binary Constraints  (Qi Dong, Jiping Zheng, Xianhong Qiu, Xingnan Huang)....Pages 421-433
 Efficient Processing of k-regret Queries via Skyline Frequency  (Sudong Han, Jiping Zheng, Qi Dong)....Pages 434-441
Front Matter ....Pages 443-443
 A Multi-factor Recommendation Algorithm for POI Recommendation  (Rong Yang, Xiaofeng Han, Xingzhong Zhang)....Pages 445-454
 Social Network User Recommendation Method Based on Dynamic Influence  (Xiaoquan Xiong, Mingxin Zhang, Jinlon Zheng, Yongjun Liu)....Pages 455-466
 Computing User Similarity by Combining Item Ratings and Background Knowledge from Linked Open Data  (Wei Xu, Zhuoming Xu, Lifeng Ye)....Pages 467-478
 Reasearch on User Profile Based on User2vec  (Ying Wang, Feng Jin, Haixia Su, Jian Wang, Guigang Zhang)....Pages 479-487
 Product Recommendation Method Based on Sentiment Analysis  (Jian Yu, Yongli An, Tianyi Xu, Jie Gao, Mankun Zhao, Mei Yu)....Pages 488-495
Back Matter ....Pages 497-498