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A novel Chinese polar knowledge repository based on polar data-sharing ontology

  • Computer Science
  • Published:
Wuhan University Journal of Natural Sciences

Abstract

In order to archive and utilize the information from Chinese polar expeditions to the greatest extent, we design a novel knowledge repository, in which an automatic query model based on neural networks is proposed and a data call trigger is established to keep data consistent between polar data-sharing platforms. And in this repository, anybody can make contributions to the repository by creating or updating entries with version control and an authority control mechanism. In this paper, the data sources, data processes and network structure of this repository are described, and the keywords extraction and decision support operation are detailed. The analysis of this design’s feasibility and applicability indicates that this knowledge repository is open, sole and authoritative for Chinese polar expeditions.

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References

  1. Zhang X, Cheng S H, Zhu J G. The research and construction of the Chinese polar science database system.?. The organization of data resource and research of relationship between metadata and dataset [J]. Chinese Journal of Polar Research, 2002, 8: 3932–3942 (Ch).

    Google Scholar 

  2. Khalifelu Z A, Gharehchopogh F S. Comparison and evaluation of data mining techniques with algorithmic models in software cost estimation [J]. Procedia Technology, 2012, 1: 65–71.

    Article  Google Scholar 

  3. Hopcroft J E, Ullman J D. Introduction to Automata Theory, Languages, and Computation Reading [M. Upper Saddle River: Addison-Wesley, 1979.

    Google Scholar 

  4. Peng J Y. Hierarchy of fuzzy automata [J]. Journal of Nei Jiang Teachers College, 2000, 15(4): 6–12(Ch).

    Google Scholar 

  5. Richardson L. Beautiful Soup Website [EB/OL]. [2016-04-05]. http: //www.crummy.com/software/BeautifulSoup/.

  6. Pawlak Z. Rough sets [J]. Kluwer Academic, 2011, 2(1): 34–39.

    Google Scholar 

  7. Zhong J, Liang S, Xiong Q, et al. A state space representation for one-dimensional microwave heating temperature model [C]//SICE Annual Conference. Sapporo: IEEE Press, 2014, 6: 1366–1371.

    Google Scholar 

  8. Sha Y Z, Yan J S. Wikipedia: New knowledge production mode and its value under network environment [J]. Information and Documentation Services, 2006, 4: 20–24 (Ch).

    Google Scholar 

  9. Zhao F, Zhou T, Zhang L, et al. Research progress on wikipedia [J]. Journal of the University of Electronic Science & Technology of China, 2010, 39(3): 321–334 (Ch).

    Google Scholar 

  10. Boyd R. Getting Started with OAuth 2.0 [M. Sebastopol: O’ Reilly Media Inc, 2012.

    Google Scholar 

  11. Wikipedia. Wikipedia’s home page [EB/OL]. [2016-04-05]. http: //en.wikipedia.org/wi-ki/Main_Page.

  12. The Apache Software Foundation. Lucene Official Website [EB/OL]. [2016-04-05]. http://lucene.apache.org/.

  13. Fu R Y, Gao W, Yu Y Q, et al. System and Method for Processing a Widget at a Web Browser [P]. US: 12/769,759, 2010-04-29.

  14. Lemen C, Zhang Y, Xing C X. Dbpedia and its typical applications [J]. New Technology of Library and Information Service, 2011, 3: 80–87.

    Google Scholar 

  15. Yager R R. Families of OWA operators [J]. Fuzzy Sets and Systems, 1993, 59: 125–148.

    Article  Google Scholar 

  16. Cheng W F, Zhang J, Xia M Y, et al. System design and implementation of a resource-sharing platform for polar samples [J]. Chinese Journal of Polar Research, 2013, 25(2): 185–196.

    Article  Google Scholar 

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Authors and Affiliations

  1. Polar Research Institute of China, Shanghai, 200136, China

    Wenfang Cheng, Xia Zhang & Jiangang Zhu

Authors
  1. Wenfang Cheng
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  2. Xia Zhang
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  3. Jiangang Zhu
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Corresponding author

Correspondence to Wenfang Cheng.

Additional information

Foundation item: Supported by the Basic Condition Platform of the Chinese Ministry of Science and Technology-Data Sharing Infrastructure of Earth System Science (2005DKA32300), the Youth Innovation Fund of the State Oceanic Administration (2012621), China Polar Science Strategy Research Fund Project (20120106) and the State Oceanic Administration Polar Science Key Lab Open Research Fund (KP201110), Key Laboratory of Digital Ocean, SOA (KLD0201 408).

Biography: CHENG Wenfang, female, Senior engineer, research direction: data sharing, data integration and data mining.

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Cheng, W., Zhang, X. & Zhu, J. A novel Chinese polar knowledge repository based on polar data-sharing ontology. Wuhan Univ. J. Nat. Sci. 21, 307–318 (2016). https://doi.org/10.1007/s11859-016-1175-4

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  • DOI: https://doi.org/10.1007/s11859-016-1175-4

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