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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 I. Lecture Notes in Computer Science 10366, Springer 2017, ISBN 978-3-319-63578-1
Tutorials
- Reynold Cheng, Zhipeng Huang, Yudian Zheng, Jing Yan, Ka Yu Wong, Eddie Ng:
Meta Paths and Meta Structures: Analysing Large Heterogeneous Information Networks. 3-7
Spatial Data Processing and Data Quality
- Zhigang Zhang, Cheqing Jin, Jiali Mao, Xiaolin Yang, Aoying Zhou:
TrajSpark: A Scalable and Efficient In-Memory Management System for Big Trajectory Data. 11-26 - Siwei Qiang, Yongkun Wang, Yaohui Jin:
A Local-Global LDA Model for Discovering Geographical Topics from Social Media. 27-40 - Dawei Gao, Yongxin Tong, Yudian Ji, Ke Xu:
Team-Oriented Task Planning in Spatial Crowdsourcing. 41-56 - Jianguo Wu, Jianwen Xiang, Dongdong Zhao, Huanhuan Li, Qing Xie, Xiaoyi Hu:
Negative Survey with Manual Selection: A Case Study in Chinese Universities. 57-65 - Yizhu Shen, Chenyi Zhuang, Qiang Ma:
Element-Oriented Method of Assessing Landscape of Sightseeing Spots by Using Social Images. 66-73 - Zizhe Xie, Qizhi Liu, Zhifeng Bao:
Sifting Truths from Multiple Low-Quality Data Sources. 74-81
Graph Data Processing
- Chuxu Zhang, Lu Yu, Chuang Liu, Zi-Ke Zhang, Tao Zhou:
A Community-Aware Approach to Minimizing Dissemination in Graphs. 85-99 - Yanxia Xu, Jinjing Huang, An Liu, Zhixu Li, Hongzhi Yin, Lei Zhao:
Time-Constrained Graph Pattern Matching in a Large Temporal Graph. 100-115 - Guohua Li, Weixiong Rao, Zhongxiao Jin:
Efficient Compression on Real World Directed Graphs. 116-131 - Wei Shi, Weiguo Zheng, Jeffrey Xu Yu, Hong Cheng, Lei Zou:
Keyphrase Extraction Using Knowledge Graphs. 132-148 - Qiang Xu, Xin Wang, Junhu Wang, Yajun Yang, Zhiyong Feng:
Semantic-Aware Partitioning on RDF Graphs. 149-157 - Qun Liao, Lei Sun, He Du, Yulu Yang:
An Incremental Algorithm for Estimating Average Clustering Coefficient Based on Random Walk. 158-165
Data Mining, Privacy and Semantic Analysis
- Chunlin Zhong, Yi Yu, Suhua Tang, Shin'ichi Satoh, Kai Xing:
Deep Multi-label Hashing for Large-Scale Visual Search Based on Semantic Graph. 169-184 - Ningning Ma, Hai-Tao Zheng, Xi Xiao:
An Ontology-Based Latent Semantic Indexing Approach Using Long Short-Term Memory Networks. 185-199 - Shushu Liu, An Liu, Zhixu Li, Guanfeng Liu, Jiajie Xu, Lei Zhao, Kai Zheng:
Privacy-Preserving Collaborative Web Services QoS Prediction via Differential Privacy. 200-214 - Jerry Chun-Wei Lin, Jiexiong Zhang, Philippe Fournier-Viger:
High-Utility Sequential Pattern Mining with Multiple Minimum Utility Thresholds. 215-229 - Ting Huang, Ruizhang Huang, Bowei Liu, Yingying Yan:
Extracting Various Types of Informative Web Content via Fuzzy Sequential Pattern Mining. 230-238 - Wensheng Gan, Jerry Chun-Wei Lin, Philippe Fournier-Viger, Han-Chieh Chao:
Exploiting High Utility Occupancy Patterns. 239-247
Text and Log Data Management
- Ming Chen, Lin Li, Qing Xie:
Translation Language Model Enhancement for Community Question Retrieval Using User Adoption Answer. 251-265 - Shengluan Hou, Yu Huang, Chaoqun Fei, Shuhan Zhang, Ruqian Lu:
Holographic Lexical Chain and Its Application in Chinese Text Summarization. 266-281 - Chunxia Zhang, Sen Wang, Jiayu Wu, Zhendong Niu:
Authorship Identification of Source Codes. 282-296 - Zhenyu Zhao, Guozheng Rao, Zhiyong Feng:
DFDS: A Domain-Independent Framework for Document-Level Sentiment Analysis Based on RST. 297-310 - Jinwei Guo, Jiahao Wang, Peng Cai, Weining Qian, Aoying Zhou, Xiaohang Zhu:
Fast Follower Recovery for State Machine Replication. 311-319 - Huan Zhou, Huiqi Hu, Tao Zhu, Weining Qian, Aoying Zhou, Yukun He:
Laser: Load-Adaptive Group Commit in Lock-Free Transaction Logging. 320-328
Social Networks
- Xia Lv, Peiquan Jin, Lin Mu, Shouhong Wan, Lihua Yue:
Detecting User Occupations on Microblogging Platforms: An Experimental Study. 331-345 - Yang Wu, Cheng Long, Ada Wai-Chee Fu, Zitong Chen:
Counting Edges and Triangles in Online Social Networks via Random Walk. 346-361 - Kaixia Li, Zhao Cao, Dacheng Qu:
Fair Reviewer Assignment Considering Academic Social Network. 362-376 - Yu Qiao, Jun Wu, Lei Zhang, Chongjun Wang:
Viral Marketing for Digital Goods in Social Networks. 377-390 - Naoki Kito, Xiangmin Zhou, Dong Qin, Yongli Ren, Xiuzhen Zhang, James A. Thom:
Change Detection from Media Sharing Community. 391-398 - Tianchen Zhu, Zhaohui Peng, Xinghua Wang, Xiaoguang Hong:
Measuring the Similarity of Nodes in Signed Social Networks with Positive and Negative Links. 399-407
Data Mining and Data Streams
- Song Wu, Xingjun Wang, Hai Jin, Haibao Chen:
Elastic Resource Provisioning for Batched Stream Processing System in Container Cloud. 411-426 - Qiong Li, Xiaowang Zhang, Zhiyong Feng:
An Adaptive Framework for RDF Stream Processing. 427-443 - Xiutao Shi, Liqiang Wang, Shijun Liu, Yafang Wang, Li Pan, Lei Wu:
Investigating Microstructure Patterns of Enterprise Network in Perspective of Ego Network. 444-459 - Hui Wen, Minglan Li, Zhili Ye:
Neural Architecture for Negative Opinion Expressions Extraction. 460-474 - Chuxu Zhang, Chuang Liu, Lu Yu, Zi-Ke Zhang, Tao Zhou:
Identifying the Academic Rising Stars via Pairwise Citation Increment Ranking. 475-483 - Yangming Liu, Suyun Zhao, Hong Chen, Cuiping Li, Yanmin Lu:
Fuzzy Rough Incremental Attribute Reduction Applying Dependency Measures. 484-492
Query Processing
- Xiaoying Zhang, Hui Peng, Lei Dong, Hong Chen, Hui Sun:
SET: Secure and Efficient Top-k Query in Two-Tiered Wireless Sensor Networks. 495-510 - Kento Sugiura, Yoshiharu Ishikawa:
Top-k Pattern Matching Using an Information-Theoretic Criterion over Probabilistic Data Streams. 511-526 - Zhijin Lv, Ben Chen, Xiaohui Yu:
Sliding Window Top-K Monitoring over Distributed Data Streams. 527-540 - Ying Wang, Ming Zhong, Yuanyuan Zhu, Xuhui Li, Tieyun Qian:
Diversified Top-k Keyword Query Interpretation on Knowledge Graphs. 541-555 - Yuan Tian, Peiquan Jin, Shouhong Wan, Lihua Yue:
Group Preference Queries for Location-Based Social Networks. 556-564 - Zepeng Fang, Chen Lin, Yun Liang:
A Formal Product Search Model with Ensembled Proximity. 565-572
Topic Modeling
- Yunfeng Chen, Lei Zhang, Xin Li, Yu Zong, Guiquan Liu, Enhong Chen:
Incorporating User Preferences Across Multiple Topics into Collaborative Filtering for Personalized Merchant Recommendation. 575-590 - Xiao Lin, Min Zhang, Yongfeng Zhang:
Joint Factorizational Topic Models for Cross-City Recommendation. 591-609 - Linjing Wei, Heyan Huang, Yang Gao, Xiaochi Wei, Chong Feng:
Aligning Gaussian-Topic with Embedding Network for Summarization Ranking. 610-625 - Yingying Yan, Ruizhang Huang, Can Ma, Liyang Xu, Zhiyuan Ding, Rui Wang, Ting Huang, Bowei Liu:
Improving Document Clustering for Short Texts by Long Documents via a Dirichlet Multinomial Allocation Model. 626-641 - Ming Xu, Yang Cai, He-Sheng Wu, Chongjun Wang, Ning Li:
Intensity of Relationship Between Words: Using Word Triangles in Topic Discovery for Short Texts. 642-649 - Jinjing Zhang, Jing Wang, Li Li:
Context-Aware Topic Modeling for Content Tracking in Social Media. 650-658
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