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15th WISA 2018: Taiyuan, China
- Xiaofeng Meng, Ruixuan Li, Kanliang Wang, Baoning Niu, Xin Wang, Gansen Zhao:
Web Information Systems and Applications - 15th International Conference, WISA 2018, Taiyuan, China, September 14-15, 2018, Proceedings. Lecture Notes in Computer Science 11242, Springer 2018, ISBN 978-3-030-02933-3
Machine Learning and Data Mining
- Hongjian Zhao, Shixiong Xia, Jiaqi Zhao, Dongjun Zhu, Rui Yao, Qiang Niu:
Pareto-Based Many-Objective Convolutional Neural Networks. 3-14 - Yun Xi, Xutian Zhuang, Xinming Wang, Ruihua Nie, Gansen Zhao:
A Research and Application Based on Gradient Boosting Decision Tree. 15-26 - Jiao Liu, Rongyi Cui, Yahui Zhao:
Multilingual Short Text Classification via Convolutional Neural Network. 27-38 - Jingyi Zhang, Lei Xu, Yanhui Li:
Classifying Python Code Comments Based on Supervised Learning. 39-47 - Yunmeng Cao, Chen Liu, Yanbo Han:
A Frequent Sequential Pattern Based Approach for Discovering Event Correlations. 48-59 - Hanzhong Zheng, Dejia Shi:
Using a LSTM-RNN Based Deep Learning Framework for ICU Mortality Prediction. 60-67 - Feng Qiao, Lizhen Xu, Xiaowei Han:
Modularized and Attention-Based Recurrent Convolutional Neural Network for Automatic Academic Paper Aspect Scoring. 68-76
Cloud Computing and Big Data
- Jing Xia, Zhong Ma, Xinfa Dai, Jianping Xu:
Fast Homomorphic Encryption Based on CPU-4GPUs Hybrid System in Cloud. 79-90 - Jiantao Zhou, Ting Wu, Yan Chen, Junfeng Zhao:
A Method of Component Discovery in Cloud Migration. 91-102 - Yun Li, Yanlong Wen, Xiaojie Yuan:
Online Aggregation: A Review. 103-114 - Guoqiang Gao, Ruixuan Li:
Collaborative Caching in P2P Streaming Systems. 115-122 - Debo Cai, Di Hou, Yong Qi, Jinpei Yan, Yu Lu:
A Distributed Rule Engine for Streaming Big Data. 123-130 - Mingxin Zhang, Qiuyu Wu, Yongjun Liu, Jinlong Zheng:
Optimization of Depth from Defocus Based on Iterative Shrinkage Thresholding Algorithm. 131-144
Information Retrieval
- Liang Li, Zhongmin Zhang, Shengli Wu:
LDA-Based Resource Selection for Results Diversification in Federated Search. 147-156 - Nuo Xu, Xijin Tang:
Extracting 5W from Baidu Hot News Search Words for Societal Risk Events Analysis. 157-169 - Xue Zhao, Ying Zhang, Wenya Guo, Xiaojie Yuan:
Jointly Trained Convolutional Neural Networks for Online News Emotion Analysis. 170-181 - Zhongmin Zhang, Chunlin Xu, Shengli Wu:
Evaluation of Score Standardization Methods for Web Search in Support of Results Diversification. 182-190 - Zhongming Han, Xin Jiang, Mengqi Li, Mengmei Zhang, Dagao Duan:
An Integrated Semantic-Syntactic SBLSTM Model for Aspect Specific Opinion Extraction. 191-199
Natural Language Processing
- Bing Tian, Chunxiao Xing
:
Deep Learning Based Temporal Information Extraction Framework on Chinese Electronic Health Records. 203-214 - Xiangrui Cai, Yonghong Luo, Ying Zhang, Xiaojie Yuan:
Improving Word Embeddings by Emphasizing Co-hyponyms. 215-227 - Miguel Kakanakou, Hongwei Xie, Yan Qiang:
Double Attention Mechanism for Sentence Embedding. 228-239 - Tieke He, Hao Lian, Zemin Qin, Zhipeng Zou, Bin Luo:
Word Embedding Based Document Similarity for the Inferring of Penalty. 240-251 - Zhanghui Liu, Yiyan Chen, Yuanfei Dai, Chenhao Guo, Zuwen Zhang, Xing Chen:
Syntactic and Semantic Features Based Relation Extraction in Agriculture Domain. 252-258 - Dexin Zhao, Zhi Chang, Nana Du, Shutao Guo:
Classification for Social Media Short Text Based on Word Distributed Representation. 259-266 - Xiaowei Han, Lizhen Xu, Feng Qiao:
CNN-BiLSTM-CRF Model for Term Extraction in Chinese Corpus. 267-274 - Zhao Gu, Yongjun Liu, Mingxin Zhang:
Medical Data Acquisition Platform Based on Synthetic Intelligence. 275-283
Data Privacy and Security
- Jian Wu, Weiwei Ni, Sen Zhang:
Generalization Based Privacy-Preserving Provenance Publishing. 287-299 - Xiaohuan Wang, Qingcheng Hu, Yong Zhang, Guigang Zhang, Wan Juan, Chunxiao Xing
A Kind of Decision Model Research Based on Big Data and Blockchain in eHealth. 300-306 - Ranran Li, Chongchong Zhao, Xin Li, Guigang Zhang, Yong Zhang, Chunxiao Xing
Comparative Analysis of Medical P2P for Credit Scores. 307-313
Knowledge Graphs and Social Networks
- Weixi Li, Lele Chai, Chaozhou Yang, Xin Wang:
An Evolutionary Analysis of DBpedia Datasets. 317-329 - Xiangyu Liu, Mandi Li, Xiufeng Xia, Jiajia Li, Chuanyu Zong, Rui Zhu:
Spatio-Temporal Features Based Sensitive Relationship Protection in Social Networks. 330-343 - Yilin Li, Chunfang Li, Wei Chen:
Research on Influence Ranking of Chinese Movie Heterogeneous Network Based on PageRank Algorithm. 344-356 - Ao Shang, Chunfang Li, Hao Zheng, Minyong Shi:
Extraction Algorithm, Visualization and Structure Analysis of Python Software Networks. 357-368 - Chengcheng Yu, Fan Xia, Weining Qian:
Social Stream Data: Formalism, Properties and Queries. 369-381 - Wei Liu, Mingxin Zhang, Guofeng Niu, Yongjun Liu:
Weibo User Influence Evaluation Method Based on Topic and Node Attributes. 382-391
Query Processing
- Muhammad Amjad, Jinwen Zhang:
Gscheduler: A Query Scheduler Based on Query Interactions. 395-403 - Xianhong Qiu, Jiping Zheng
An Efficient Algorithm for Computing k-Average-Regret Minimizing Sets in Databases. 404-412 - Sudong Han, Jiping Zheng
Efficient Processing of k-regret Queries via Skyline Priority. 413-420 - Qi Dong, Jiping Zheng
Efficient Approximate Algorithms for k-Regret Queries with Binary Constraints. 421-433 - Sudong Han, Jiping Zheng
Efficient Processing of k-regret Queries via Skyline Frequency. 434-441
Recommendation Systems
- Rong Yang, Xiaofeng Han, Xingzhong Zhang:
A Multi-factor Recommendation Algorithm for POI Recommendation. 445-454 - Xiaoquan Xiong, Mingxin Zhang, Jinlong Zheng, Yongjun Liu:
Social Network User Recommendation Method Based on Dynamic Influence. 455-466 - Wei Xu, Zhuoming Xu
Computing User Similarity by Combining Item Ratings and Background Knowledge from Linked Open Data. 467-478 - Ying Wang, Feng Jin, Haixia Su, Jian Wang, Guigang Zhang:
Reasearch on User Profile Based on User2vec. 479-487 - Jian Yu, Yongli An, Tianyi Xu, Jie Gao, Mankun Zhao, Mei Yu:
Product Recommendation Method Based on Sentiment Analysis. 488-495
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