Web and Big Data

1. Front Matter

   Pages I-XIII

   PDF

2. Mobile Web Data Analytics

   1. Front Matter

      Pages 1-1

      PDF

   2. Hybrid Decision Based Chinese News Headline Classification

      • Yukun Cao, Xiaofei Xu, Ye Du, Jun He, Li Li

      Pages 3-12

   3. A Self-representation Model for Robust Clustering of Categorical Sequences

      • Kunpeng Xu, Lifei Chen, Shengrui Wang, Beizhan Wang

      Pages 13-23

   4. Diversified Spatial Keyword Query on Topic Coverage

      • Zhihu Qian, Ling Zhang, Haifeng Zhu, Jiajie Xu

      Pages 24-34

   5. Sequence-As-Feature Representation for Subspace Classification of Multivariate Time Series

      • Liang Yuan, Lifei Chen, Rong Xie, Huihuang Hsu

      Pages 35-45

   6. Discovering Congestion Propagation Patterns by Co-location Pattern Mining

      • Ying He, Lizhen Wang, Yuan Fang, Yurui Li

      Pages 46-55

   7. Spectroscopy-Based Food Internal Quality Evaluation with XGBoost Algorithm

      • Lingling Li, Caihong Li, Yuan Wu, Yi Yang, Yixuan Zhang, Hairui Zhang et al.

      Pages 56-64

   8. Large Scale UAVs Collaborative Formation Simulation Based on Starlings’ Flight Mechanism

      • Rong Xie, Cunfeng Gu, Li Liu, Lifei Chen, Linyu Zhang

      Pages 65-78

   9. Measuring the Spatio-Temporal Similarity Between Users

      • Hongmei Chen, Peizhong Yang, Lizhen Wang, Qing Xiao

      Pages 79-89

   10. Gesture Recognition Based on Accelerometer and Gyroscope and Its Application in Medical and Smart Homes

       • Huaizhou Su, Yande Li, Li Liu

       Pages 90-100

   11. Smartphone-Based Human Activity Recognition Using CNN in Frequency Domain

       • Xiangyu Jiang, Yonggang Lu, Zhenyu Lu, Huiyu Zhou

       Pages 101-110

   12. Text Classification Methods Based on SVD and FCM

       • Ning Yang, Shuaibing Li, Rong Sun, Yi Yang

       Pages 111-120

3. Bigdata Analytics for Healthcare

   1. Front Matter

      Pages 121-121

      PDF

   2. An Image Processing Method via OpenCL for Identification of Pulmonary Nodules

      • Genlang Chen, Jiajian Zhang, Yuning Pan, Chaoyi Pang

      Pages 123-133

   3. Pulmonary Nodule Segmentation Method of CT Images Based on 3D-FCN

      • Yan Nie, Deyun Zhuo, Guanghui Song, Shiting Wen

      Pages 134-141

4. The 1st International Workshop on Knowledge Graph Management and Analysis

   1. Front Matter

      Pages 143-143

      PDF

   2. Research on Video Recommendation Algorithm Based on Knowledge Reasoning of Knowledge Graph

      • Zhihong Xu, Xing Zhao, Yongfeng Dong, Wenjie Yan, Ziqi Yu

      Pages 145-158

   3. A Hybrid Framework for Query Processing and Data Analytics on Spark

      • Haokun Chen, Xiaowang Zhang, Jiahui Zhang, Zhiyong Feng

      Pages 159-173

   4. Improving Network-Based Top-N Recommendation with Background Knowledge from Linked Open Data

      • Zhuoming Xu, Chengwang Mao, Xiuli Wang, Wei Xu, Lifeng Ye

      Pages 174-187

This book constitutes the thoroughly refereed post-conference proceedings of the First APWeb-WAIM 2018 Workshops, held jointly with the Second International Joint Conference APWeb-WAIM 2018 in Macau, China, in July 2018. The 31 full papers presented were carefully reviewed and selected from 44 submissions. The papers originating from five workshops present cutting-edge ideas,  results, experiences, techniques, and tools from all aspects of web data  management with the focus on mobile web data analytics; knowledge graph management and analysis; data management and mining on MOOCs; Big data analytics for healthcare; data science.

• artificial intelligence
• classification
• clustering
• collaborative filtering
• computer networks
• data mining
• Human-Computer Interaction (HCI)
• information retrieval
• internet
• natural language processing systems
• neural networks
• ontologies
• recommender systems
• semantics
• signal filtering and prediction
• signal processing
• social networking
• social networks
• speech recognition
• user interfaces

• University of Macau, Macao, China

  Leong Hou U

• Education University of Hong Kong, Hong Kong, China

  Haoran Xie

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