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ORCID21. DASFAA 2016: Dallas, TX, USA - Volume 1
- Shamkant B. Navathe, Weili Wu, Shashi Shekhar, Xiaoyong Du, X. Sean Wang, Hui Xiong:
Database Systems for Advanced Applications - 21st International Conference, DASFAA 2016, Dallas, TX, USA, April 16-19, 2016, Proceedings, Part I. Lecture Notes in Computer Science 9642, Springer 2016, ISBN 978-3-319-32024-3
Crowdsourcing
- Qing Liu, Talel Abdessalem, Huayu Wu, Zihong Yuan, Stéphane Bressan:
Cost Minimization and Social Fairness for Spatial Crowdsourcing Tasks. 3-17 - Weikeng Chen, Zhou Zhao, Xinyu Wang, Wilfred Ng:
Crowdsourced Query Processing on Microblogs. 18-32 - Yili Fang, Hailong Sun, Guoliang Li, Richong Zhang, Jinpeng Huai:
Effective Result Inference for Context-Sensitive Tasks in Crowdsourcing. 33-48
Data Quality
- Jian Zhou, Zhixu Li, Binbin Gu
, Qing Xie, Jia Zhu, Xiangliang Zhang, Guoliang Li:
CrowdAidRepair: A Crowd-Aided Interactive Data Repairing Method. 51-66 - Chen Ye, Hongzhi Wang, Jianzhong Li, Hong Gao, Siyao Cheng:
Crowdsourcing-Enhanced Missing Values Imputation Based on Bayesian Network. 67-81 - Meifan Zhang, Hongzhi Wang, Jianzhong Li, Hong Gao:
One-Pass Inconsistency Detection Algorithms for Big Data. 82-98
Entity Identification
- Jiangtao Zhang, Juanzi Li, Xiaoli Li, Yao Shi, Junpeng Li, Zhigang Wang:
Domain-Specific Entity Linking via Fake Named Entity Detection. 101-116 - Qiang Yang, Zhixu Li, Binbin Gu, An Liu, Guanfeng Liu, Pengpeng Zhao, Lei Zhao:
CTextEM: Using Consolidated Textual Data for Entity Matching. 117-132 - Chao Kong, Ming Gao, Chen Xu, Weining Qian, Aoying Zhou:
Entity Matching Across Multiple Heterogeneous Data Sources. 133-146
Data Mining and Machine Learning
- Haifeng Li, Ning Zhang:
Probabilistic Maximal Frequent Itemset Mining Over Uncertain Databases. 149-163 - Son T. Mai, Ira Assent, Anh Le:
Anytime OPTICS: An Efficient Approach for Hierarchical Density-Based Clustering. 164-179 - Xiaoying Wu, Dimitri Theodoratos, Zhiyong Peng:
Efficiently Mining Homomorphic Patterns from Large Data Trees. 180-196 - Bing Li, Bin Wang, Rui Zhou, Xiaochun Yang, Chengfei Liu:
CITPM: A Cluster-Based Iterative Topical Phrase Mining Framework. 197-213 - Giduthuri Sateesh Babu, Peilin Zhao, Xiaoli Li:
Deep Convolutional Neural Network Based Regression Approach for Estimation of Remaining Useful Life. 214-228 - Yongshan Zhang, Jia Wu, Chuan Zhou, Peng Zhang, Zhihua Cai:
Multiple-Instance Learning with Evolutionary Instance Selection. 229-241 - Hongting Niu, Junming Liu, Yanjie Fu, Yanchi Liu, Bo Lang:
Exploiting Human Mobility Patterns for Gas Station Site Selection. 242-257 - Yan Zhu, Hengshu Zhu, Qi Liu, Enhong Chen, Hong Li, Hongke Zhao:
Exploring the Procrastination of College Students: A Data-Driven Behavioral Perspective. 258-273
Recommendation
- Jiang Wang, Yuqing Zhu, Deying Li, Wenping Chen, Yongcai Wang:
Joint User Attributes and Item Category in Factor Models for Rating Prediction. 277-296 - Ming Han, Ling Feng:
Expert Recommendation in Time-Sensitive Online Shopping. 297-312 - Yang Xu, Xiaoguang Hong, Zhaohui Peng, Guang Yang, Philip S. Yu:
Temporal Recommendation via Modeling Dynamic Interests with Inverted-U-Curves. 313-329 - Saeid Hosseini, Lei Thor Li:
Point-Of-Interest Recommendation Using Temporal Orientations of Users and Locations. 330-347 - Cong Zheng, Haihong E, Meina Song, Junde Song:
TGTM: Temporal-Geographical Topic Model for Point-of-Interest Recommendation. 348-363 - Yan Chen, Xin Li, Lin Li, Guiquan Liu, Guandong Xu:
Modeling User Mobility via User Psychological and Geographical Behaviors Towards Point of-Interest Recommendation. 364-380 - Keqiang Wang, Xiaoyi Duan, Jiansong Ma, Chaofeng Sha, Xiaoling Wang, Aoying Zhou:
Local Weighted Matrix Factorization for Implicit Feedback Datasets. 381-395 - Xiangyu Zhao, Tong Xu, Qi Liu, Hao Guo:
Exploring the Choice Under Conflict for Social Event Participation. 396-411
Semantics Computing and Knowledge Base
- Yan Zhuang, Guoliang Li, Zhuojian Zhong, Jianhua Feng:
PBA: Partition and Blocking Based Alignment for Large Knowledge Bases. 415-431 - Xiangling Zhang, Cuilan Du, Peishan Li, Yangxi Li:
Knowledge Graph Completion via Local Semantic Contexts. 432-446 - Bo Xu, Yi Zhang, Jiaqing Liang, Yanghua Xiao, Seung-won Hwang, Wei Wang:
Cross-Lingual Type Inference. 447-462 - Christoph Lofi, Athiq Ahamed, Pratima Kulkarni, Ravi Thakkar:
Benchmarking Semantic Capabilities of Analogy Querying Algorithms. 463-478
Textual Data
- Xinhuan Chen, Yong Zhang, Jennifer Xu, Chunxiao Xing, Hsinchun Chen:
Deep Learning Based Topic Identification and Categorization: Mining Diabetes-Related Topics on Chinese Health Websites. 481-500 - Jiaying Wang, Xiaochun Yang, Bin Wang, Chengfei Liu:
An Adaptive Approach of Approximate Substring Matching. 501-516 - Yang Wei, Jin-Mao Wei, Zhenglu Yang, Yu Liu:
Joint Probability Consistent Relation Analysis for Document Representation. 517-532 - Roya Rastan, Hye-young Paik, John Shepherd, Armin Haller:
Automated Table Understanding Using Stub Patterns. 533-548
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