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APWeb/WAIM Workshops 2018: Macau, China
- Leong Hou U, Haoran Xie:
Web and Big Data - APWeb-WAIM 2018 International Workshops: MWDA, BAH, KGMA, DMMOOC, DS, Macau, China, July 23-25, 2018, Revised Selected Papers. Lecture Notes in Computer Science 11268, Springer 2018, ISBN 978-3-030-01297-7
Mobile Web Data Analytics
- Yukun Cao, Xiaofei Xu, Ye Du, Jun He, Li Li:
Hybrid Decision Based Chinese News Headline Classification. 3-12 - Kunpeng Xu
, Lifei Chen, Shengrui Wang, Beizhan Wang:
A Self-representation Model for Robust Clustering of Categorical Sequences. 13-23 - Zhihu Qian, Ling Zhang, Haifeng Zhu, Jiajie Xu:
Diversified Spatial Keyword Query on Topic Coverage. 24-34 - Liang Yuan, Lifei Chen, Rong Xie, Huihuang Hsu:
Sequence-As-Feature Representation for Subspace Classification of Multivariate Time Series. 35-45 - Ying He, Lizhen Wang, Yuan Fang, Yurui Li:
Discovering Congestion Propagation Patterns by Co-location Pattern Mining. 46-55 - Lingling Li, Caihong Li, Yuan Wu, Yi Yang, Yixuan Zhang, Hairui Zhang, Bin Wu, Li Liu, Rong Xie:
Spectroscopy-Based Food Internal Quality Evaluation with XGBoost Algorithm. 56-64 - Rong Xie, Cunfeng Gu, Li Liu, Lifei Chen, Linyu Zhang:
Large Scale UAVs Collaborative Formation Simulation Based on Starlings' Flight Mechanism. 65-78 - Hongmei Chen, Peizhong Yang
Measuring the Spatio-Temporal Similarity Between Users. 79-89 - Huaizhou Su
Gesture Recognition Based on Accelerometer and Gyroscope and Its Application in Medical and Smart Homes. 90-100 - Xiangyu Jiang, Yonggang Lu
Smartphone-Based Human Activity Recognition Using CNN in Frequency Domain. 101-110 - Ning Yang, Shuaibing Li, Rong Sun, Yi Yang:
Text Classification Methods Based on SVD and FCM. 111-120
Bigdata Analytics for Healthcare
- Genlang Chen, Jiajian Zhang
An Image Processing Method via OpenCL for Identification of Pulmonary Nodules. 123-133 - Yan Nie, Deyun Zhuo, Guanghui Song, Shiting Wen
Pulmonary Nodule Segmentation Method of CT Images Based on 3D-FCN. 134-141
The 1st International Workshop on Knowledge Graph Management and Analysis
- Zhihong Xu, Xing Zhao, Yongfeng Dong, Wenjie Yan, Ziqi Yu:
Research on Video Recommendation Algorithm Based on Knowledge Reasoning of Knowledge Graph. 145-158 - Haokun Chen, Xiaowang Zhang
A Hybrid Framework for Query Processing and Data Analytics on Spark. 159-173 - Zhuoming Xu
Improving Network-Based Top-N Recommendation with Background Knowledge from Linked Open Data. 174-187 - Yingkai Wu, Yukun Li, Gang Hao:
A Web-Based Theme-Related Word Set Construction Algorithm. 188-200 - Ming Geng, Yukun Li, Fenglian Liu:
Classifying Personal Photo Collections: An Event-Based Approach. 201-215
Data Management and Mining on MOOCs
- Qunbo Wang, Wenjun Wu, Yuxing Qi:
A Learning Analytic Model for Smart Classroom. 219-229 - Xiao Li
Understanding User Interests Acquisition in Personalized Online Course Recommendation. 230-242 - Yinan Wu, Wenjun Wu:
A Learning Analytics System for Cognition Analysis in Online Learning Community. 243-258 - Zhiqiang Liu, Yan Zhang:
A Semantic Role Mining and Learning Performance Prediction Method in MOOCs. 259-269 - Yuntao Li, Yan Zhang:
MOOC Guider: An End-to-End Dialogue System for MOOC Users. 270-280 - Ruoqing Ren, Haimeng Duan, Wenqiang Liu, Jun Liu:
AUnet: An Unsupervised Method for Answer Reliability Evaluation in Community QA Systems. 281-292 - Xinjun Mao, Yao Lu, Liangze Yin, Tao Wang, Gang Yin:
Model and Practice of Crowd-Based Education. 293-305 - Zhengyang Song, Yongzheng Jia
Exploring Business Models and Dynamic Pricing Frameworks for SPOC Services. 306-317
APWeb-WAIM Data Science Workshop
- Xianhong Qiu, Jiping Zheng
Speed-Up Algorithms for Happiness-Maximizing Representative Databases. 321-335 - Zhen Zhang, Xiangguo Zhao, Guoren Wang, Xin Bi:
Multi-location Influence Maximization in Location-Based Social Networks. 336-351 - Xiang Li, Ming Zhang:
Emotion Analysis for the Upcoming Response in Open-Domain Human-Computer Conversation. 352-367 - Shuaimin Li, Jungang Xu:
A Recurrent Neural Network Language Model Based on Word Embedding. 368-377 - Caixu Xu, Ruirui Bai:
Inferring Social Ties from Multi-view Spatiotemporal Co-occurrence. 378-392
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