Knowledge Science, Engineering and Management : 10th International Conference, KSEM 2017, Melbourne, VIC, Australia, August 19-20, 2017, Proceedings

Front Matter ....Pages I-XVII
Front Matter ....Pages 1-1
 Learning Sparse Overcomplete Word Vectors Without Intermediate Dense Representations  (Yunchuan Chen, Ge Li, Zhi Jin)....Pages 3-15
 A Study of Distributed Semantic Representations for Automated Essay Scoring  (Cancan Jin, Ben He, Jungang Xu)....Pages 16-28
 Weakly Supervised Feature Compression Based Topic Model for Sentiment Classification  (Yan Hu, Xiaofei Xu, Li Li)....Pages 29-41
 An Effective Gated and Attention-Based Neural Network Model for Fine-Grained Financial Target-Dependent Sentiment Analysis  (Mengxiao Jiang, Jianxiang Wang, Man Lan, Yuanbin Wu)....Pages 42-54
 A Hidden Astroturfing Detection Approach Base on Emotion Analysis  (Tong Chen, Noora Hashim Alallaq, Wenjia Niu, Yingdi Wang, Xiaoxuan Bai, Jingjing Liu et al.)....Pages 55-66
 Leveraging Term Co-occurrence Distance and Strong Classification Features for Short Text Feature Selection  (Huifang Ma, Yuying Xing, Shuang Wang, Miao Li)....Pages 67-75
Front Matter ....Pages 77-77
 A Fuzzy Logic Based Policy Negotiation Model  (Jieyu Zhan, Xudong Luo, Yuncheng Jiang, Wenjun Ma, Mukun Cao)....Pages 79-92
 f-\(\mathcal {ALC}\)(D)-LTL: A Fuzzy Spatio-Temporal Description Logic  (Haitao Cheng, Zongmin Ma)....Pages 93-105
 R-Calculus for the Primitive Statements in Description Logic \(\mathcal{ALC}\)  (Yuhui Wang, Cungen Cao, Yuefei Sui)....Pages 106-116
 A Multi-objective Attribute Reduction Method in Decision-Theoretic Rough Set Model  (Lu Wang, Weiwei Li, Xiuyi Jia, Bing Zhou)....Pages 117-128
 A Behavior-Based Method for Distinction of Flooding DDoS and Flash Crowds  (Degang Sun, Kun Yang, Zhixin Shi, Bin Lv)....Pages 129-136
Front Matter ....Pages 137-137
 Analyzing Customer’s Product Preference Using Wireless Signals  (Na Pang, Dali Zhu, Kaiwen Xue, Wenjing Rong, Yinlong Liu, Changhai Ou)....Pages 139-148
 Improved Knowledge Base Completion by the Path-Augmented TransR Model  (Wenhao Huang, Ge Li, Zhi Jin)....Pages 149-159
 Balancing Between Cognitive and Semantic Acceptability of Arguments  (Hiroyuki Kido, Keishi Okamoto)....Pages 160-173
 Discovery of Jump Breaks in Joint Volatility for Volume and Price of High-Frequency Trading Data in China  (Xiao-Wei Ai, Tianming Hu, Gong-Ping Bi, Cheng-Feng Lei, Hui Xiong)....Pages 174-182
 Device-Free Intruder Sensing Leveraging Fine-Grained Physical Layer Signatures  (Dali Zhu, Na Pang, Weimiao Feng, Muhmmad Al-Khiza’ay, Yuchen Ma)....Pages 183-194
 Understanding Knowledge Management in Agile Software Development Practice  (Yanti Andriyani, Rashina Hoda, Robert Amor)....Pages 195-207
Front Matter ....Pages 209-209
 Multi-view Unit Intact Space Learning  (Kun-Yu Lin, Chang-Dong Wang, Yu-Qin Meng, Zhi-Lin Zhao)....Pages 211-223
 A Novel Blemish Detection Algorithm for Camera Quality Testing  (Kun Wang, Kwok-Wai Hung, Jianmin Jiang)....Pages 224-236
 Learning to Infer API Mappings from API Documents  (Yangyang Lu, Ge Li, Zelong Zhao, Linfeng Wen, Zhi Jin)....Pages 237-248
 Super-Resolution for Images with Barrel Lens Distortions  (Mei Su, Kwok-Wai Hung, Jianmin Jiang)....Pages 249-257
Front Matter ....Pages 259-259
 Mining Schema Knowledge from Linked Data on the Web  (Razieh Mehri, Petko Valtchev)....Pages 261-273
 Inferring User Profiles in Online Social Networks Based on Convolutional Neural Network  (Xiaoxue Li, Yanan Cao, Yanmin Shang, Yanbing Liu, Jianlong Tan, Li Guo)....Pages 274-286
 Co-saliency Detection Based on Superpixel Clustering  (Guiqian Zhu, Yi Ji, Xianjin Jiang, Zenan Xu, Chunping Liu)....Pages 287-295
 ARMICA-Improved: A New Approach for Association Rule Mining  (Shahpar Yakhchi, Seyed Mohssen Ghafari, Christos Tjortjis, Mahdi Fazeli)....Pages 296-306
Front Matter ....Pages 307-307
 Collaborative Filtering via Different Preference Structures  (Shaowu Liu, Na Pang, Guandong Xu, Huan Liu)....Pages 309-321
 A Multifaceted Model for Cross Domain Recommendation Systems  (Jianxun Lian, Fuzheng Zhang, Xing Xie, Guangzhong Sun)....Pages 322-333
 Cross Domain Collaborative Filtering by Integrating User Latent Vectors of Auxiliary Domains  (Xu Yu, Feng Jiang, Miao Yu, Ying Guo)....Pages 334-345
 Collaborative Filtering Based on Pairwise User-Item Blocking Structure (PBCF): A General Framework and Its Implementation  (Fengjuan Zhang, Jianjun Wu, Jianzhao Qin, Xing Liu, Yongqiang Wang)....Pages 346-358
 Beyond the Aggregation of Its Members—A Novel Group Recommender System from the Perspective of Preference Distribution  (Zhiwei Guo, Chaowei Tang, Wenjia Niu, Yunqing Fu, Haiyang Xia, Hui Tang)....Pages 359-370
 Exploring Latent Bundles from Social Behaviors for Personalized Ranking  (Wenli Yu, Li Li, Fan Li, Jinjing Zhang, Fei Hu)....Pages 371-379
 Trust-Aware Recommendation in Social Networks  (Yingyuan Xiao, Zhongjing Bu, Ching-Hsien Hsu, Wenxin Zhu, Yan Shen)....Pages 380-388
 Connecting Factorization and Distance Metric Learning for Social Recommendations  (Junliang Yu, Min Gao, Yuqi Song, Zehua Zhao, Wenge Rong, Qingyu Xiong)....Pages 389-396
Front Matter ....Pages 397-397
 Relevant Fact Selection for QA via Sequence Labeling  (Yuzhi Liang, Jia Zhu, Yupeng Li, Min Yang, Siu Ming Yiu)....Pages 399-409
 Community Outlier Based Fraudster Detection  (Chenfei Sun, Qingzhong Li, Hui Li, Shidong Zhang, Yongqing Zheng)....Pages 410-421
 An Efficient Three-Dimensional Reconstruction Approach for Pose-Invariant Face Recognition Based on a Single View  (Minghua Zhao, Ruiyang Mo, Yonggang Zhao, Zhenghao Shi, Feifei Zhang)....Pages 422-431
 MIAC: A Mobility Intention Auto-Completion Model for Location Prediction  (Feng Yi, Zhi Li, Hongtao Wang, Weimin Zheng, Limin Sun)....Pages 432-444
 Automatically Difficulty Grading Method Based on Knowledge Tree  (Jin Zhang, Chengcheng Liu, Haoxiang Yang, Fan Feng, Xiaoli Gong)....Pages 445-457
 A Weighted Non-monotonic Averaging Image Reduction Algorithm  (Jiaxin Han, Haiyang Xia)....Pages 458-465
Front Matter ....Pages 467-467
 Learning Deep and Shallow Features for Human Activity Recognition  (Sadiq Sani, Stewart Massie, Nirmalie Wiratunga, Kay Cooper)....Pages 469-482
 Transfer Learning with Manifold Regularized Convolutional Neural Network  (Fuzhen Zhuang, Lang Huang, Jia He, Jixin Ma, Qing He)....Pages 483-494
 Learning Path Generation Method Based on Migration Between Concepts  (Dan Liu, Libo Zhang, Tiejian Luo, Yanjun Wu)....Pages 495-506
 Representation Learning of Multiword Expressions with Compositionality Constraint  (Minglei Li, Qin Lu, Yunfei Long)....Pages 507-519
 Linear Algebraic Characterization of Logic Programs  (Chiaki Sakama, Katsumi Inoue, Taisuke Sato)....Pages 520-533
 Representation Learning with Entity Topics for Knowledge Graphs  (Xin Ouyang, Yan Yang, Liang He, Qin Chen, Jiacheng Zhang)....Pages 534-542
 Robust Mapping Learning for Multi-view Multi-label Classification with Missing Labels  (Weijieying Ren, Lei Zhang, Bo Jiang, Zhefeng Wang, Guangming Guo, Guiquan Liu)....Pages 543-551
 Fast Subsumption Between Rooted Labeled Trees  (Olivier Carloni)....Pages 552-559
Back Matter ....Pages 561-563