Intelligent Information Processing VI

1. Front Matter

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2. Keynote Presentations

   1. The AI Journey: The Road Traveled and the (Long) Road Ahead

      • Ramon Lopez de Mantaras

      Pages 1-1

   2. Transfer Learning and Applications

      • Qiang Yang

      Pages 2-2

   3. Semantics of Cyber-Physical Systems

      • Tharam Dillon, Elizabeth Chang, Jaipal Singh, Omar Hussain

      Pages 3-12

   4. Big Data Mining in the Cloud

      • Zhongzhi Shi

      Pages 13-14

   5. Research on Semantic Programming Language

      • Shi Ying

      Pages 15-15

3. Machine Learning

   1. Effectively Constructing Reliable Data for Cross-Domain Text Classification

      • Fuzhen Zhuang, Qing He, Zhongzhi Shi

      Pages 16-27

   2. Improving Transfer Learning by Introspective Reasoner

      • Zhongzhi Shi, Bo Zhang, Fuzhen Zhuang

      Pages 28-39

   3. PPLSA: Parallel Probabilistic Latent Semantic Analysis Based on MapReduce

      • Ning Li, Fuzhen Zhuang, Qing He, Zhongzhi Shi

      Pages 40-49

   4. Analysis on Limitation Origins of Information Theory

      • Yong Wang, Huadeng Wang, Qiong Cao

      Pages 50-57

4. Data Mining

   1. Intelligent Inventory Control: Is Bootstrapping Worth Implementing?

      • Tatpong Katanyukul, Edwin K. P. Chong, William S. Duff

      Pages 58-67

   2. Support Vector Machine with Mixture of Kernels for Image Classification

      • Dongping Tian, Xiaofei Zhao, Zhongzhi Shi

      Pages 68-76

   3. The BDIP Software Architecture and Running Mechanism for Self-Organizing MAS

      • Yi Guo, Xinjun Mao, Fu Hou, Cuiyun Hu, Jianming Zhao

      Pages 77-86

   4. Optimization of Initial Centroids for K-Means Algorithm Based on Small World Network

      • Shimo Shen, Zuqiang Meng

      Pages 87-96

   5. ECCO: A New Evolutionary Classifier with Cost Optimisation

      • Adam Omielan, Sunil Vadera

      Pages 97-105

5. Automatic Reasoning

   1. Reasoning Theory for D3L with Compositional Bridge Rules

      • Xiaofei Zhao, Dongping Tian, Limin Chen, Zhongzhi Shi

      Pages 106-115

   2. Semantic Keyword Expansion: A Logical Approach

      • Limin Chen

      Pages 116-124

   3. An ABox Abduction Algorithm for the Description Logic ALCI

      • Yanwei Ma, Tianlong Gu, Binbin Xu, Liang Chang

      Pages 125-130

   4. Reasoning about Assembly Sequences Based on Description Logic and Rule

      • Yu Meng, Tianlong Gu, Liang Chang

      Pages 131-136

6. Semantic Web

   1. Dynamic Logic for the Semantic Web

      • Liang Chang, Qicheng Zhang, Tianlong Gu, Zhongzhi Shi

      Pages 137-146

This book constitutes the refereed proceedings of the 7th IFIP TC 12 International Conference on Intelligent Information Processing, IIP 2012, held in Guilin, China, in October 2012. The 39 revised papers presented together with 5 short papers were carefully reviewed and selected from more than 70 submissions. They are organized in topical sections on machine learning, data mining, automatic reasoning, semantic web, information retrieval, knowledge representation, social networks, trust software, internet of things, image processing, and pattern recognition.

• algorithms
• artificial intelligence
• semantics
• social Web
• wireless sensor networks

• Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China

  Zhongzhi Shi

• Computer Science Department, Indiana University, Bloomington, USA

  David Leake

• School of Computing Science and Engineering, University of Salford, Salford, UK

  Sunil Vadera

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