Dissertation > Excellent graduate degree dissertation topics show

An Ontology-driven Approach for Distributed Information Processing in Supply Chain Environment

Author: WuJian
Tutor: NiYiHua
School: Zhejiang University
Course: Vehicle Engineering
Keywords: massive data event ontology rule splitting MapReduce distributed processing
CLC: TP391.1
Type: Master's thesis
Year: 2014
Downloads: 12
Quote: 0
Read: Download Dissertation

Abstract


At present, in supply chain activities of manufacturing enterprise, the information interaction inside and between enterprises is increasingly frequent, and the enterprise processing on business decision based on perceptual information is becoming more and more important. With the support from the National Natural Science Foundation of China (No.61175125) and Zhejiang Natural Science Foundation (No.Y1110414), this paper takes business processing on event decision-making as research object, based on existing technologies, researched and implemented ontology-driven and distributed information processing method on heterogeneous and massive information. Main contents including:Chapter Ⅰ firstly introduced the background and significance of research, and overviewed the research status of related topics. Then, the content and architecture of this thesis was discussed.Chapter Ⅱ proposed the ontology driven and distributed information processing mechanism, and built corresponding system framework including all levels of research methods. Based on this, the key technologies used in thesis were elaborated.Chapter Ⅲ studied the heterogeneous data integration method based on event and ontology. Firstly, completed the construction of supply chain event ontology based on ABC model and SCOR model; then, researched the automatic access rules on local ontology, and used ontology mapping to realize heterogeneous data integration; lastly, studied the definition and building of event handling rules.Chapter IV studied the distributed decision-making approach. The framework of distributed information processing was proposed, and the rule splitting, subrule building, fact distribution and filtration based on Rete and MapReduce algorithm were researched. Meanwhile, through the Map and Reduce functions, the business decision-making mechanism was discussed.Chapter V discussed the experimental verification and system development. A contrast experiment was designed by taking accuracy and efficiency as key indexes to verify the effectiveness of the proposed method. Meanwhile, we developed an integration platform for enterprise business decision of supply chain, and studied corresponding running mechanism.Chapter VI summarized the whole thesis, and forecasted further research directions.

Related Dissertations

  1. Research on Compression, Operation and Query Processing Methods of Massive Datasets,TP311.13
  2. Implementation of Data Compression, Operation and Query Processing System Based on BAP,TP311.13
  3. Research and Implementation of Retrieval System on Massive Mail,TP393.098
  4. Design and Implementation of Web Based Virtual Geographic Fnvironment Prototype System Based on P2P,TP393.09
  5. 3D Mannequins Generating Engine Based on eMTM with MapReduce,TP391.41
  6. Research on Fast Queryalgorithm of Massive Data,TP311.13
  7. An Intrusion Detection System for High-Speed Networks,TP393.08
  8. The Research of Text Classification Based on Hadoop,TP391.1
  9. Research and Implementation on a Distributed Service Registry Based on HADOOP Platform,TP393.09
  10. Resarch of Task-level Data Processing Based on Multicore CPU and Test of Its Performance on Cluster Platform,TP274
  11. Hadoop data center deployment and tracking systems research,TP308
  12. Enterprise search engine based on Nutch Research and Implementation,TP391.3
  13. Fault Tolerance for MapReduce in the Cloud Environment,TP302.8
  14. Magnetic confinement fusion experiments analysis of massive data retrieval,TP391.3
  15. Unbalanced data set classification method and its application in the telecommunications industry,TP311.13
  16. A scalable prototype design and implementation of MapReduce,TP311.52
  17. The Research of Distributed Text-based Data Filtering Technology and System Implementation Based on MapReduce,TP391.1
  18. Large-scale approximation paragraph fingerprint - based page detection algorithm research,TP393.092
  19. The Optimization of High Performance MapReduce FairScheduler and the Implementation on Simulator of Huge Scale Cluster,TP311.13
  20. Research on Flight Pattern Oriented Real-time Massive Terrain Data Scheduling Service Algorithm,TP391.41
  21. Research and Application of column storage management technology based on RFID data,TP315

CLC: > Industrial Technology > Automation technology,computer technology > Computing technology,computer technology > Computer applications > Information processing (information processing) > Text Processing
© 2012 www.DissertationTopic.Net  Mobile