Knowledge Science, Engineering and Management: 11th International Conference, KSEM 2018, Changchun, China, August 17–19, 2018, Proceedings, Part I

Description

This two volume set of LNAI 11061 and LNAI 11062 constitutes the refereed proceedings of the 11th International Conference on Knowledge Science, Engineering and Management, KSEM 2018, held in Changchun, China, in August 2018. The 62 revised full papers and 26 short papers presented were carefully reviewed and selected from 262 submissions. The papers of the first volume are organized in the following topical sections: text mining and document analysis; image and video data analysis; data processing and data mining; recommendation algorithms and systems; probabilistic models and applications; knowledge engineering applications; and knowledge graph and knowledge management. The papers of the second volume are organized in the following topical sections: constraints and satisfiability; formal reasoning and ontologies; deep learning; network knowledge representation and learning; and social knowledge analysis and management. Front Matter ....Pages I-XXIV Front Matter ....Pages 1-1 Sentence Compression with Reinforcement Learning (Liangguo Wang, Jing Jiang, Lejian Liao)....Pages 3-15 A Biomedical Question Answering System Based on SNOMED-CT (Xinhua Zhu, Xuechen Yang, Hongchao Chen)....Pages 16-28 Authorship Attribution for Short Texts with Author-Document Topic Model (Haowen Zhang, Peng Nie, Yanlong Wen, Xiaojie Yuan)....Pages 29-41 WalkToTopics: Inferring Topic Relations from a Feature Learning Perspective (Linan Gao, Zeyu Wang, Shanqing Guo)....Pages 42-54 Distant Domain Adaptation for Text Classification (Zhenlong Zhu, Yuhua Li, Ruixuan Li, Xiwu Gu)....Pages 55-66 Attention Aware Bidirectional Gated Recurrent Unit Based Framework for Sentiment Analysis (Zhengxi Tian, Wenge Rong, Libin Shi, Jingshuang Liu, Zhang Xiong)....Pages 67-78 Neural Sentiment Classification with Social Feedback Signals (Tao Wang, Yuanxin Ouyang, Wenge Rong, Zhang Xiong)....Pages 79-90 A Concept for Generating Business Process Models from Natural Language Description (Krzysztof Honkisz, Krzysztof Kluza, Piotr Wiśniewski)....Pages 91-103 A Study on Performance Sensitivity to Data Sparsity for Automated Essay Scoring (Yanhua Ran, Ben He, Jungang Xu)....Pages 104-116 Extract Knowledge from Web Pages in a Specific Domain (Yihong Lu, Shuiyuan Yu, Minyong Shi, Chunfang Li)....Pages 117-124 TCMEF: A TCM Entity Filter Using Less Text (Hualong Zhang, Shuzhi Cheng, Liting Liu, Wenxuan Shi)....Pages 125-133 Front Matter ....Pages 135-135 Two-Stage Object Detection Based on Deep Pruning for Remote Sensing Image (Shengsheng Wang, Meng Wang, Xin Zhao, Dong Liu)....Pages 137-147 W-Shaped Selection for Light Field Super-Resolution (Bing Su, Hao Sheng, Shuo Zhang, Da Yang, Nengcheng Chen, Wei Ke)....Pages 148-159 Users Personalized Sketch-Based Image Retrieval Using Deep Transfer Learning (Qiming Huo, Jingyu Wang, Qi Qi, Haifeng Sun, Ce Ge, Yu Zhao)....Pages 160-168 Enhancing Network Flow for Multi-target Tracking with Detection Group Analysis (Chao Li, Kun Qian, Jiahui Chen, Guangtao Xue, Hao Sheng, Wei Ke)....Pages 169-176 Combine Coarse and Fine Cues: Multi-grained Fusion Network for Video-Based Person Re-identification (Chao Li, Lei Liu, Kai Lv, Hao Sheng, Wei Ke)....Pages 177-184 Front Matter ....Pages 185-185 Understand and Assess People’s Procrastination by Mining Computer Usage Log (Ming He, Yan Chen, Qi Liu, Yong Ge, Enhong Chen, Guiquan Liu et al.)....Pages 187-199 Group Outlying Aspects Mining (Shaoni Wang, Haiyang Xia, Gang Li, Jianlong Tan)....Pages 200-212 Fine-Grained Correlation Learning with Stacked Co-attention Networks for Cross-Modal Information Retrieval (Yuhang Lu, Jing Yu, Yanbing Liu, Jianlong Tan, Li Guo, Weifeng Zhang)....Pages 213-225 Supervised Manifold-Preserving Graph Reduction for Noisy Data Classification (Zhiqiang Xu, Li Zhang)....Pages 226-237 Personalize Review Selection Using PeRView (Muhmmad Al-khiza’ay, Noora Alallaq, Qusay Alanoz, Adil Al-Azzawi, N. Maheswari)....Pages 238-249 An Online GPS Trajectory Data Compression Method Based on Motion State Change (Hui Wang, Shuang Liu, Chengcheng Qian)....Pages 250-259 Mining Temporal Discriminant Frames via Joint Matrix Factorization: A Case Study of Illegal Immigration in the U.S. News Media (Qingchun Bai, Kai Wei, Mengwei Chen, Qinmin Hu, Liang He)....Pages 260-267 Enhancing Cluster Center Identification in Density Peak Clustering (Jian Hou, Aihua Zhang, Chengcong Lv, Xu E)....Pages 268-275 An Improved Weighted ELM with Hierarchical Feature Representation for Imbalanced Biomedical Datasets (Liyuan Zhang, Jiashi Zhao, Huamin Yang, Zhengang Jiang, Weili Shi)....Pages 276-283 Front Matter ....Pages 285-285 SERL: Semantic-Path Biased Representation Learning of Heterogeneous Information Network (Haining Tan, Weiqiang Tang, Xinxin Fan, Quanliang Jing, Jingping Bi)....Pages 287-298 Social Bayesian Personal Ranking for Missing Data in Implicit Feedback Recommendation (Yijia Zhang, Wanli Zuo, Zhenkun Shi, Lin Yue, Shining Liang)....Pages 299-310 A Semantic Path-Based Similarity Measure for Weighted Heterogeneous Information Networks (Chunxue Yang, Chenfei Zhao, Hengliang Wang, Riming Qiu, Yuan Li, Kedian Mu)....Pages 311-323 Cross-Domain Recommendation for Mapping Sentiment Review Pattern (Yang Xu, Zhaohui Peng, Yupeng Hu, Xiaoguang Hong, Wenjing Fu)....Pages 324-336 Fuzzy Gravitational Search Approach to a Hybrid Data Model Based Recommender System (Shruti Tomer, Sushama Nagpal, Simran Kaur Bindra, Vipra Goel)....Pages 337-348 Front Matter ....Pages 349-349 Causal Discovery with Bayesian Networks Inductive Transfer (Haiyang Jia, Zuoxi Wu, Juan Chen, Bingguang Chen, Sicheng Yao)....Pages 351-361 Robust Detection of Communities with Multi-semantics in Large Attributed Networks (Di Jin, Ziyang Liu, Dongxiao He, Bogdan Gabrys, Katarzyna Musial)....Pages 362-376 Dual Sum-Product Networks Autoencoding (Shengsheng Wang, Hang Zhang, Jiayun Liu, Qiang-yuan Yu)....Pages 377-387 Recognizing Diseases from Physiological Time Series Data Using Probabilistic Model (Danni Wang, Li Liu, Guoxin Su, Yande Li, Aamir Khan)....Pages 388-399 Front Matter ....Pages 401-401 An Incremental Approach Based on the Coalition Formation Game Theory for Identifying Communities in Dynamic Social Networks (Qing Xiao, Peizhong Yang, Lihua Zhou, Lizhen Wang)....Pages 403-414 LogRank: An Approach to Sample Business Process Event Log for Efficient Discovery (Cong Liu, Yulong Pei, Qingtian Zeng, Hua Duan)....Pages 415-425 Case-Based Decision Support System with Contextual Bandits Learning for Similarity Retrieval Model Selection (Booma Devi Sekar, Hui Wang)....Pages 426-432 Cross-Layer Attack Path Exploration for Smart Grid Based on Knowledge of Target Network (WenJie Kang, PeiDong Zhu, Gang Hu, Zhi Hang, Xin Liu)....Pages 433-441 Exploring Cyber-Security Issues in Vessel Traffic Services (Eleni Maria Kalogeraki, Spyridon Papastergiou, Nineta Polemi, Christos Douligeris, Themis Panayiotopoulos)....Pages 442-451 Prognosis of Thyroid Disease Using MS-Apriori Improved Decision Tree (Yuwei Hao, Wanli Zuo, Zhenkun Shi, Lin Yue, Shuai Xue, Fengling He)....Pages 452-460 Stock Price Prediction Using Time Convolution Long Short-Term Memory Network (Xukuan Zhan, Yuhua Li, Ruixuan Li, Xiwu Gu, Olivier Habimana, Haozhao Wang)....Pages 461-468 Web Data Extraction from Scientific Publishers’ Website Using Hidden Markov Model (Jing Huang, Ziyu Liu, Beibei Wang, Mingyue Duan, Bo Yang)....Pages 469-476 Front Matter ....Pages 477-477 MedSim: A Novel Semantic Similarity Measure in Bio-medical Knowledge Graphs (Kai Lei, Kaiqi Yuan, Qiang Zhang, Ying Shen)....Pages 479-490 A Sequence Transformation Model for Chinese Named Entity Recognition (Qingyue Wang, Yanjing Song, Hao Liu, Yanan Cao, Yanbing Liu, Li Guo)....Pages 491-502 An Incremental Reasoning Algorithm for Large Scale Knowledge Graph (Yifei Wang, Jie Luo)....Pages 503-513 Relation Classification Using Coarse and Fine-Grained Networks with SDP Supervised Key Words Selection (Yiping Sun, Yu Cui, Jinglu Hu, Weijia Jia)....Pages 514-522 Back Matter ....Pages 523-526