Challenges and Opportunity with Big Data

1. Front Matter

   Pages I-VIII

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2. Theoretical Underpinnings for Big Data

   1. Front Matter

      Pages 1-1

      PDF

   2. A Hybrid M&S Methodology for Knowledge Discovery

      • Jae Kwon Kim, Jong Sik Lee, Kang Sun Lee

      Pages 3-10

   3. A Model-Driven Visualization System Based on DVDL

      • Yi Du, Lei Ren, Yuanchun Zhou, Jianhui Li

      Pages 11-24

   4. A Practical Energy Modeling Method for Industrial Robots in Manufacturing

      • Wenjun Xu, Huan Liu, Jiayi Liu, Zude Zhou, Duc Truong Pham

      Pages 25-36

   5. An Optimization Method for User Interface Components Based on Big Data

      • Fei Lyu, Lei Ren, Yi Du

      Pages 37-42

   6. Clustering-Based Data Aggregation and Routing for Real-Time WirelessHART Communication

      • Feng Li, Chunhui Wang, Lei Ju, Zhiping Jia

      Pages 43-51

3. Big Data Management

   1. Front Matter

      Pages 53-53

      PDF

   2. Constrained Semantic Grammar Enabled Question Answering System

      • Dongsheng Wang, Shi Wang, Weiming Wang, Jianhui Fu, Yun Dai

      Pages 55-65

   3. Information Composition Analysis and Adaptation Access of CNC Lathes in Cloud Manufacturing Environment

      • Lei Qiu, Chao Yin, Xiao-bin Li

      Pages 66-76

   4. Interactive Animation Editing Based on Sketch Interaction

      • Yan Huang, Ti Zhou, Yanfeng Li, Yan Zhang, Cuixia Ma

      Pages 77-86

   5. Manufacturing Service Reconfiguration Optimization Using Hybrid Bees Algorithm in Cloud Manufacturing

      • Wenjun Xu, Xin Zhong, Yuanyuan Zhao, Zude Zhou, Lin Zhang, Duc Truong Pham

      Pages 87-98

   6. MyTrace: A Mobile Phone-Based Tourist Spatial-Temporal Behavior Record and Analysis System

      • Lei Dou, Haitao Qu, Xiaoqiang Bi, Yu Zhang, Chongsheng Yu, Jian Qin et al.

      Pages 99-108

4. Big Data Simulation

   1. Front Matter

      Pages 109-109

      PDF

   2. Multi-source Information Intelligent Collection and Monitoring of CNC Machine Tools Based on Multi-agent

      • Yun Yang, Chao Yin, Xiao-bin Li, Liang Li

      Pages 111-121

   3. Ontology Management and Ontology Reuse in Web Environment

      • Yapeng Cui, Lihong Qiao, Yifan Qie

      Pages 122-130

   4. Research on the Shortest Path of Two Places in Urban Based on Improved Ant Colony Algorithm

      • Yanjuan Hu, Luquan Ren, Hongwei Zhao, Yao Wang

      Pages 131-138

   5. RUL Prediction of Bearings Based on Mixture of Gaussians Bayesian Belief Network and Support Vector Data Description

      • Qianhui Wu, Yu Feng, Biqing Huang

      Pages 139-151

5. Industrial Track of Big Data

   1. Front Matter

      Pages 153-153

      PDF

   2. Social Recommendation Terms: Probabilistic Explanation Optimization

      • Jie Liu, Lin Zhang, Victor S. Sheng, Yuanjun Laili

      Pages 155-167

This book presents the thoroughly refereed and revised post-workshop proceedings of the 19th Monterey Workshop, held in Beijing, China, in Ocotber 2016. The workshop explored the challenges associated with the Development, Operation and Management of Large-Scale complex IT Systems.

 The 18  revised full papers presented were significantly extended and improved by the insights gained from the productive and lively discussions at the workshop, and the feedback from the post-workshop peer reviews.


2016 marks the 23rd anniversary for the Monterey Workshop series which started in 1993. For nearly a quarter of century, the Monterey Workshops have established themselves as an important international forum to foster, among academia, industry, and government agencies, discussion and exchange of ideas, research results and experience in developing software intensive systems, and have significantly advanced the field. The community of theworkshop participants has grown to become an influential source of ideas and innovations and its impact on the knowledge economy has been felt worldwide.

• artificial intelligence
• world wide web
• wireless telecommunication systems
• semantics
• wireless sensor networks
• sensor
• genetic algorithms
• learning systems
• wireless networks
• software engineering
• web services
• signal processing
• telecommunication networks
• sensor nodes
• robotics
• robots
• semantic web
• recommender systems
• collaborative filtering
• algorithm analysis and problem complexity

• Beihang University, Beijing, China

  Lin Zhang, Lei Ren

• Université Pierre and Marie Curie, Paris, France

  Fabrice Kordon

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