A Web based conversational case-based recommender system for ontology aided metadata discovery

被引:25
作者
Aktas, MS [1 ]
Pierce, M [1 ]
Fox, GC [1 ]
Leake, D [1 ]
机构
[1] Indiana Univ, Community Grids Labs, Bloomington, IN 47404 USA
来源
FIFTH IEEE/ACM INTERNATIONAL WORKSHOP ON GRID COMPUTING, PROCEEDINGS | 2004年
关键词
D O I
10.1109/GRID.2004.6
中图分类号
TP301 [理论、方法];
学科分类号
081202 [计算机软件与理论];
摘要
Locating resources of interest in a large resource intensive environment is a challenging problem. In this paper we present research on addressing this problem through the development of a recommender system to aid in meta-data discovery. Our recommender approach uses Conversational Case-Based Reasoning (CCBR), with semantic web markup languages providing a standard form for case representation. We present our initial efforts in designing and developing ontologies for an Earthquake Simulation Grid, to use these to guide case retrieval, discuss how these are exploited in a prototype application, and identify future steps for this approach.
引用
收藏
页码:69 / 75
页数:7
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