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APWeb/WAIM 2017: Beijing, China
- Lei Chen, Christian S. Jensen, Cyrus Shahabi, Xiaochun Yang, Xiang Lian:
Web and Big Data - First International Joint Conference, APWeb-WAIM 2017, Beijing, China, July 7-9, 2017, Proceedings, Part II. Lecture Notes in Computer Science 10367, Springer 2017, ISBN 978-3-319-63563-7
Machine Learning
- Qi Ye, Changlei Zhu, Gang Li
, Feng Wang:
Combining Node Identifier Features and Community Priors for Within-Network Classification. 3-17 - Weijian Ni, Tong Liu, Haohao Sun, Zhensheng Wei:
An Active Learning Approach to Recognizing Domain-Specific Queries From Query Log. 18-32 - Shenda Hong, Meng Wu, Hongyan Li, Zhengwu Wu:
Event2vec: Learning Representations of Events on Temporal Sequences. 33-47 - Xiang Li, Rui Yan, Ming Zhang:
Joint Emoji Classification and Embedding Learning. 48-63 - Xilian Li, Wei Chen, Tengjiao Wang, Weijing Huang:
Target-Specific Convolutional Bi-directional LSTM Neural Network for Political Ideology Analysis. 64-72 - Hai-Tao Zheng, Xin Yao, Yong Jiang, Shu-Tao Xia, Xi Xiao:
Boost Clickbait Detection Based on User Behavior Analysis. 73-80
Recommendation Systems
- Yan Zhao, Jia Zhu
A Novel Hybrid Friends Recommendation Framework for Twitter. 83-97 - Qinyong Wang, Hongzhi Yin, Hao Wang:
A Time and Sentiment Unification Model for Personalized Recommendation. 98-113 - Fei Yu, Zhijun Li, Shouxu Jiang, Xiaofei Yang:
Personalized POI Groups Recommendation in Location-Based Social Networks. 114-123 - Wenli Yu, Li Li, Jingyuan Wang, Dengbao Wang, Yong Wang, Zhanbo Yang, Min Huang:
Learning Intermediary Category Labels for Personal Recommendation. 124-132 - Shuhei Kishida, Seiji Ueda, Atsushi Keyaki, Jun Miyazaki
Skyline-Based Recommendation Considering User Preferences. 133-141 - Xiaolu Xing, Chaofeng Sha, Junyu Niu:
Improving Topic Diversity in Recommendation Lists: Marginally or Proportionally? 142-150
Distributed Data Processing and Applications
- Chenhao Yang, Ben He, Jungang Xu:
Integrating Feedback-Based Semantic Evidence to Enhance Retrieval Effectiveness for Clinical Decision Support. 153-168 - Ningnan Zhou, Xuan Zhou, Xiao Zhang, Xiaoyong Du, Shan Wang:
Reordering Transaction Execution to Boost High Frequency Trading Applications. 169-184 - Tinghai Pang, Lei Duan, Jyrki Nummenmaa
Bus-OLAP: A Bus Journey Data Management Model for Non-on-time Events Query. 185-200 - Shi-Liang Fan, Yubin Yang, Wenyang Lu, Ping Song:
Distributed Data Mining for Root Causes of KPI Faults in Wireless Networks. 201-209 - Tao Zhu, Huiqi Hu, Weining Qian, Aoying Zhou, Mengzhan Liu, Qiong Zhao:
Precise Data Access on Distributed Log-Structured Merge-Tree. 210-218 - Hao Liu, Jiang Xiao, Xianjun Guo, Haoyu Tan, Qiong Luo
Cuttle: Enabling Cross-Column Compression in Distributed Column Stores. 219-226
Machine Learning and Optimization
- Guangxuan Song, Wenwen Qu
Optimizing Window Aggregate Functions via Random Sampling. 229-244 - Donghui Wang, Peng Cai, Weining Qian, Aoying Zhou, Tianze Pang, Jing Jiang:
Fast Log Replication in Highly Available Data Store. 245-259 - Tao Xie, Bin Wu, Bai Wang:
New Word Detection in Ancient Chinese Literature. 260-275 - Yixuan Liu, Zihao Gao, Mizuho Iwaihara:
Identifying Evolutionary Topic Temporal Patterns Based on Bursty Phrase Clustering. 276-284 - Jun Yin, Xiaoming Li:
Personalized Citation Recommendation via Convolutional Neural Networks. 285-293 - Yongheng Wang, Guidan Chen, Zengwang Wang:
A Streaming Data Prediction Method Based on Evolving Bayesian Network. 294-302 - Haitao Zheng, Zhuren Wang, Xi Xiao:
A Learning Approach to Hierarchical Search Result Diversification. 303-310
Demo Papers
- Jiawei Jiang, Ming Huang, Jie Jiang, Bin Cui
TeslaML: Steering Machine Learning Automatically in Tencent. 313-318 - Dezhi Zhang, Peiquan Jin, Xiaoliang Wang, Chengcheng Yang, Lihua Yue:
DPHSim: A Flexible Simulator for DRAM/PCM-Based Hybrid Memory. 319-323 - Yihai Xi, Ning Wang
CrowdIQ: A Declarative Crowdsourcing Platform for Improving the Quality of Web Tables. 324-328 - Xuguang Bao, Lizhen Wang, Qing Xiao:
OICPM: An Interactive System to Find Interesting Co-location Patterns Using Ontologies. 329-332 - Yuan Liu, Xin Wang, Qiang Xu:
BioPW: An Interactive Tool for Biological Pathway Visualization on Linked Data. 333-336 - Longlong Xu, Wutao Lin, Xiaorong Wang, Zhenhui Xu, Wei Chen, Tengjiao Wang:
ChargeMap: An Electric Vehicle Charging Station Planning System. 337-340 - Leonard K. M. Poon
Topic Browsing System for Research Papers Based on Hierarchical Latent Tree Analysis. 341-344 - Mingyan Teng, Qiao Sun, Bu-qiao Deng, Lei Sun, Xiongpai Qin:
A Tool of Benchmarking Realtime Analysis for Massive Behavior Data. 345-348 - Qiao Sun, Xiongpai Qin, Buqiao Deng, Wei Cui:
Interactive Entity Centric Analysis of Log Data. 349-352 - Weiwei Wang, Jianqiu Xu:
A Tool for 3D Visualizing Moving Objects. 353-357
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