一种基于本体的高效专家对等系统An Efficient Ontology-Based Expert Peering System |
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课程网址: | http://videolectures.net/gbr07_alpcan_aeobeps/ |
主讲教师: | Tansu Alpcan |
开课单位: | 德国电信实验室 |
开课时间: | 2007-07-12 |
课程语种: | 英语 |
中文简介: | 本文提出了一种新颖的信息交换专家对等系统。我们的目标是为在线社区开发一个实时搜索引擎,用户可以在这里查询专家,他们只是该领域知识渊博的其他参与用户,可以获得各种主题的帮助。我们考虑一个基于图形的方案,该方案由一个本体树组成。 node表示(子)主题。因此,参与专家的专业领域或概况对应于该本体的子树。由于用户查询也可以映射到类似的树结构,因此向相关专家分配查询成为图匹配的问题。本体树的序列化允许我们有效地在本体向量空间上使用简单的点积来解决这个问题。作为一个示例,我们使用不同的参数化进行了大量的实验。我们观察到我们的方法是有效的并产生有希望的结果。 |
课程简介: | This paper proposes a novel expert peering system for information exchange. Our objective is to develop a real-time search engine for an online community where users can query experts, who are simply other participating users knowledgeable in that area, for help on various topics.We consider a graph-based scheme consisting of an ontology tree where each node represents a (sub)topic. Consequently, the fields of expertise or profiles of the participating experts correspond to subtrees of this ontology. Since user queries can also be mapped to similar tree structures, assigning queries to relevant experts becomes a problem of graph matching. A serialization of the ontology tree allows us to use simple dot products on the ontology vector space effectively to address this problem. As a demonstrative example, we conduct extensive experiments with different parameterizations. We observe that our approach is efficient and yields promising results. |
关 键 词: | 信息交换; 专家对等系统; 实时搜索 |
课程来源: | 视频讲座网 |
最后编审: | 2019-04-14:cwx |
阅读次数: | 52 |