计算机科学 ›› 2020, Vol. 47 ›› Issue (7): 21-30.doi: 10.11896/jsjkx.190700164
胡磊, 严丽
HU Lei, YAN Li
摘要： XML作为一种信息表示和交换的事实标准已被广泛用作不同应用之间的统一数据交换格式,其在实际应用中已经发挥着重要的作用。由于现实中很多信息包含有不确定性,而经典的XML不能表示和处理不确定信息,因此有必要对经典XML模型进行扩展。考虑到现实世界的复杂性,不确定信息往往同时包含有随机不确定性和模糊不确定,而概率理论和模糊集理论是处理不确定信息的有力工具,因此文中在现有的模糊XML和概率XML数据模型的基础上,综合利用概率和模糊理论建立一个新的不确定XML模型和相关代数,所提出的新的不确定性XML模型既能与现有的XML模型兼容,又能表达更复杂的不确定信息。
中图分类号:
| [1]Extensible Markup Language (XML)[OL].https://www.w3.org/TR/2008/REC-xml-20081126/. [2]HUNG E,GETOOR L,SUBRAHMANIAN V S.Probabilistic interval XML [C]//International Conference on Database Theo-ry.2003:361-377. [3]NIERMAN A,JAGADISH H V.ProTDB:Probabilistic data in XML[C]//Proceedings of the 28th International Conference on Very Large Databases(VLDB’02).2002:646-657. [4]MA Z,YAN L.Modeling fuzzy data with XML:A survey [J].Fuzzy Sets and Systems,2016,301:146-159. [5]YAN L,MA Z M,LIU J.Fuzzy data modeling based on XML schema[C]//Proceedings of the 2009 ACM symposium on Applied Computing.2009:1563-1567. [6]MA Z M,YAN L.Fuzzy XML data modeling with the UML and relational data models[J].Data & Knowledge Engineering,2007,63(3):972-996. [7]MA Z M,LIU J,YAN L.Fuzzy data modeling and algebraic ope-rations in XML[J].International Journal of Intelligent Systems,2010,25(9):925-947. [8]GETTA J R.An XML algebra for online processing of XML documents [C]//Proceedings of International Conference on Information Integration and Web-based Applications & Services.ACM,2013:503. [9]JAGADISH H V,LAKSHMANAN L V,SRIVASTAVA D,et al.TAX:A tree algebra for XML[C]//International Workshop on Database Programming Languages.2001:149-164. [10]BURATTI G,MONTESI D.A data model and an algebra for querying XML documents[C]//17th International Workshop on Database and Expert Systems Applications.2006:482-486. [11]CHE D,SOJITRAWALA R M.DUMAX:a dual mode algebra for XML queries[C]//Proceedings of the 2nd International Conference on Scalable Information Systems.2007:52. [12]MA Z M,ZHANG F,YAN L.Fuzzy information modeling in UML class diagram and relational database models [J].Applied Soft Computing,2011,11(6):4236-4245. [13]MA Z M,ZHANG F,YAN L,et al.Extracting knowledge from fuzzy relational databases with description logic[J].Integrated Computer-Aided Engineering,2011,18(2):181-200. [14]LAKSHMANAN L V,LEONE N,ROSS R,et al.Probview:A flexible probabilistic database system[J].ACM Transactions on Database Systems (TODS),1997,22(3):419-469. [15]YAN L,MA Z M.A fuzzy probabilistic relational database mo-del and algebra[J].International Journal of Fuzzy Systems,2013,15(2):244-253. [16]EITER T,LU J J,LUKASIEWICZ T,et al.Probabilistic object bases[J].ACM Transactions on Database Systems (TODS),2001,26(3):264-312. [17]YAN L,MA Z M.Conceptual design of object-oriented databa-ses for fuzzy engineering information modeling[J].Integrated Computer-Aided Engineering,2013,20(2):183-197. [18]CAO T H,ROSSITER J M.A deductive probabilistic and fuzzy object-oriented database language[J].Fuzzy Sets and Systems,2003,140(1):129-150. [19]CAO T H,NGUYEN H.Uncertain and fuzzy object bases:a data model and algebraic operations[J].International Journal of Uncertainty,Fuzziness and Knowledge-Based Systems,2011,19(2):275-305. [20]YAN L,MA Z.A Probabilistic Object-Oriented Database Model with Fuzzy Measures[M]//Advances in Probabilistic Databases for Uncertain Information Management.2013:23-38. [21]YAN L,MA Z M.Comparison of entity with fuzzy data types in fuzzy object-oriented databases[J].Integrated Computer-Aided Engineering,2012,19(2):199-212. [22]XML Schema[OL].W3C Recommendation.https://www.w3.org/TR/2004/REC-xmlschema-1-20041028/. |
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