Similarity reasoning for the semantic web based on fuzzy concept lattices: An informal approach

被引:0
作者
Anna Formica
机构
[1] Istituto di Analisi dei Sistemi ed Informatica (IASI) “Antonio Ruberti”,
[2] National Research Council,undefined
来源
Information Systems Frontiers | 2013年 / 15卷
关键词
Semantic web; Similarity reasoning; Fuzzy formal concept analysis;
D O I
暂无
中图分类号
学科分类号
摘要
Similarity Reasoning in the presence of vague information is becoming fundamental in several research areas and, in particular, in the Semantic Web. Fuzzy Formal Concept Analysis (FFCA) is a generalization of Formal Concept Analysis (FCA) for modeling uncertainty information. Although FFCA has become very interesting for supporting different activities for the development of the Semantic Web, in the literature it is usually addressed at a technical level and intended for a restricted audience. This paper proposes a similarity measure for FFCA concepts. The key notions underlying the proposed approach are presented informally, in order to reach a broad audience of readers.
引用
收藏
页码:511 / 520
页数:9
相关论文
共 46 条
  • [1] Belohlávek R(2008)Fast factorization by similarity of fuzzy concept lattices with hedges International Journal of Foundations of Computer Science 19 255-269
  • [2] Outrata J(2009)Formal concept analysis for an e-learning semantic web Expert Systems with Applications 36 10952-10961
  • [3] Vychodil V(2006)Fuzzy semantic tagging and flexible querying of XML documents extracted from the web Journal of Intelligent Information Systems 26 25-40
  • [4] Beydoun G(1998)Conceptual schema analysis: Techniques and applications ACM Transactions on Database Systems 23 286-333
  • [5] Buche P(2003)Towards a framework for approximate ontologies Fundamenta Informaticae 57 147-165
  • [6] Dibie-Barthlemy J(1998)Semantic network of english: The mother of all wordNets Computers and the Humanities 32 209-220
  • [7] Haemmerl O(2006)Ontology-based concept similarity in formal concept analysis Information Sciences 176 2624-2641
  • [8] Hignette G(2008)Concept similarity in formal concept analysis: An information content approach Knowledge-Based Systems 21 80-87
  • [9] Castano S(2010)Concept similarity in fuzzy formal concept analysis for semantic web International Journal of Uncertainty, Fuzziness And Knowledge-Based Systems 18 153-167
  • [10] De Antonellis V(2012)Semantic web search based on rough sets and fuzzy formal concept analysis Knowledge-Based Systems 26 40-47