Managed Semantic Interoperability for Federations

被引：2
作者：
Brennan, Rob [1 ,2 ]
Walshe, Brian [1 ,2 ]
O'Sullivan, Declan [1 ,2 ]
机构：
[1] Univ Dublin Trinity Coll, FAME, Dublin 2, Ireland
[2] Univ Dublin Trinity Coll, Knowledge & Data Engn Grp, Sch Comp Sci & Stat, OReilly Inst, Dublin 2, Ireland
来源：
JOURNAL OF NETWORK AND SYSTEMS MANAGEMENT | 2014年 / 22卷 / 03期
基金：
爱尔兰科学基金会;
关键词：
Mapping; Data and service management; Interoperability; ONTOLOGY;
D O I：
10.1007/s10922-013-9291-3
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Semantic interoperability is a fundamental service in any dynamic federation that admits diverse autonomous members with heterogeneous data or service description schemata. Managing such schema diversity promotes and enables communication and collaboration within these federations. This paper presents a process, model and algorithms to manage the lifecycle, refinement and dynamic combination of semantic mappings using federation context and automated correspondence pattern recognition for complex mappings. Related work is surveyed, key requirements are derived and the system is evaluated through prototyping and experimental results for semi-automated generation of executable groundings for complex mappings.
引用
收藏
页码：302 / 330
页数：29
相关论文
共 38 条
  • [1] Alexander K., 2009, LDOW2009 20 APR MADR
  • [2] [Anonymous], 2001, Proceedings of the International Joint Conference on Artificial Intelligence-01 Workshop: Ontologies and Information Sharing
  • [3] [Anonymous], STEPS LARGE SCALE DA
  • [4] [Anonymous], 1997, ICML
  • [5] [Anonymous], 2014, C4. 5: programs for machine learning
  • [6] DBpedia - A crystallization point for the Web of Data
    Bizer, Christian
    Lehmann, Jens
    Kobilarov, Georgi
    Auer, Soeren
    Becker, Christian
    Cyganiak, Richard
    Hellmann, Sebastian
    [J]. JOURNAL OF WEB SEMANTICS, 2009, 7 (03): : 154 - 165
  • [7] Bockting S., 2004, LECT NOTES COMPUTER, V3129/2004, P249
  • [8] Brennan R., 2011, 2011 IFIP/IEEE International Symposium on Integrated Network Management (IM 2011), P1148, DOI 10.1109/INM.2011.5990575
  • [9] Cudre-Mauroux P., 2010, SELF ORGANIZING KNOW
  • [10] The Alignment API 4.0
    David, Jerome
    Euzenat, Jerome
    Scharffe, Francois
    dos Santos, Cassia Trojahn
    [J]. SEMANTIC WEB, 2011, 2 (01) : 3 - 10
1234