Ontologies for information management: balancing formality, stability, and sharing scope

被引:38
作者
van Elst, L [1 ]
Abecker, A [1 ]
机构
[1] German Res Ctr Artificial Intelligence DFKI, Knowledge Management Dept, D-67608 Kaiserslautern, Germany
关键词
ontologies; distributed organizational memories;
D O I
10.1016/S0957-4174(02)00071-4
中图分类号
TP18 [人工智能理论];
学科分类号
081104 [模式识别与智能系统]; 0812 [计算机科学与技术]; 0835 [软件工程]; 1405 [智能科学与技术];
摘要
Ontologies are an emerging paradigm to support declarativity, interoperability, and intelligent services in many areas, such as Agent-based Computation, Distributed Information Systems, and Expert Systems. Inspired by the definition of 'ontology', we discuss three dimensions of information that have fundamental impact on the usefulness of ontologies for information management: formality, stability, and sharing scope of information. We briefly sketch some techniques, which are suited to find a balance (in terms of cost-benefit ratio) in each of these dimensions when building and using ontology-based information systems. We characterize roles of ontology-related actors with respect to goals, knowledge, competencies, rights, and obligations. These roles allow to form ontology societies where specific mechanisms and processes can be installed to stabilize a steady state in the three dimensions discussed. The practical use of our approach is shown in the scenario of a distributed Organizational Memory architecture. (C) 2002 Elsevier Science Ltd. All rights reserved.
引用
收藏
页码:357 / 366
页数:10
相关论文
共 36 条
[1]
Toward a technology for organizational memories [J].
Abecker, A ;
Bernardi, A ;
Hinkelmann, K ;
Kuhn, O ;
Sintek, M .
IEEE INTELLIGENT SYSTEMS & THEIR APPLICATIONS, 1998, 13 (03) :40-48
[2]
Abecker A., 2001, D0101 DFKI
[3]
ABECKER A, 2000, INT J INFORMATION SY, V2, P139
[4]
BAILIN SC, 2001, P 3 INT C ENT INF SY
[5]
Bellifemine F, 2001, SOFTWARE PRACT EXPER, V31, P103, DOI 10.1002/1097-024X(200102)31:2<103::AID-SPE358>3.0.CO
[6]
2-O
[7]
BODNER RC, 1996, CAN C AI, P146
[8]
BONIFACIO M, 2000, P AAAI S BRING KNOWL, P20
[9]
DOMINGUE J, 1998, 11 WORKSH KNOWL ACQ
[10]
Fensel D., 2001, Ontologies: Silver bullet for knowledge management and electronic commerce