A new knowledge representation for managing organisational knowledge objects

被引:0
作者
Toledo, Carlos M. [1 ]
Chiotti, Omar [1 ]
Galli, Maria R. [1 ]
机构
[1] CONICET UTN, Inst Desarrollo & Diseno INGAR, Santa Fe, Argentina
来源
PROCEEDINGS OF THE 2016 XLII LATIN AMERICAN COMPUTING CONFERENCE (CLEI) | 2016年
关键词
Knowledge management; Knowledge representation model; Natural language processing; ARCHITECTURE; TEXT;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Knowledge is currently considered as a strategic resource for organisations. Most organisational knowledge is stored in knowledge objects with natural language contents, which should be managed in their original representation to facilitate proper access without losing its semantics. This work presents a knowledge representation model that provides an innovative structure for representing domain knowledge and a set of semantic strategies that use this model to annotate and search explicit knowledge. This model makes a proper conceptual separation between ontological and linguistic spaces enabling an adequate representation of concepts of the world and its description in a particular language. By this model, semantics of knowledge objects can be captured taking into account compound terms and their semantic derivatives (synonyms and hyperonyms/hyponyms). These features extend the abilities of traditional keyword-based searches and help users to retrieve explicit knowledge.
引用
收藏
页数:10
相关论文
共 45 条
[1]  
Ale M. A., 2013, SCI COMPUT PROGRAM, V95
[2]  
Ale MA, 2008, LECT NOTES ARTIF INT, V5288, P441, DOI 10.1007/978-3-540-87781-3_48
[3]   Probabilistic models of information retrieval based on measuring the divergence from randomness [J].
Amati, G ;
Van Rijsbergen, CJ .
ACM TRANSACTIONS ON INFORMATION SYSTEMS, 2002, 20 (04) :357-389
[4]  
[Anonymous], 2003, Bus. Horizons
[5]  
[Anonymous], WORKSH KNOWL MAN THE
[6]  
Aronson AR, 2001, J AM MED INFORM ASSN, P17
[7]  
Baeza-Yates R, 1999, MODERN INFORM RETRIE, V463
[8]   Representation of context-dependant knowledge in ontologies:: A model and an application [J].
Bobillo, Fernando ;
Delgado, Miguel ;
Gomez-Romero, Juan .
EXPERT SYSTEMS WITH APPLICATIONS, 2008, 35 (04) :1899-1908
[9]  
Broekstra J, 2002, LECT NOTES COMPUT SC, V2342, P54
[10]   A semantic-based approach to content abstraction and annotation for content management [J].
Chu, Hui-Chuan ;
Chen, Ming-Yen ;
Chen, Yuh-Min .
EXPERT SYSTEMS WITH APPLICATIONS, 2009, 36 (02) :2360-2376