Semantically enabled academic paper sharing used in a seminar course

Siraya Sitthisarn, Kamoltip Rattanabundan
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引用次数: 1

Abstract

Knowledge sharing is the main activity of knowledge management and it enables the concept of collective intelligence. Social platform as Web 2.0 allows users to easily share information in online communities. However, most shared information is represented in unstructured format so that it impacts to effective information usage (i.e. low search precision, lack of intelligent way of information usage). Semantic web technology makes it possible to address the above problems by including the meaning to the information. Furthermore, information could be represented in a machine readable format. This offers potential for development of mechanisms to enhance the precision of search and provide information recommendation to users. This paper proposed a knowledge-sharing system used for enabling effective academic paper sharing used in a seminar course. Ontology is a knowledge model for describing user profile and seminar paper information. Its vocabulary was used as metadata for annotating information. Semantic search engine and recommendation engine were implemented to support students on seminar paper usage. The user evaluation found that the system reaches the high level of satisfaction for recommendation capability and system's value added. In addition it also reaches the highest satisfaction for retrieval effectiveness.
研讨会课程中使用的语义支持的学术论文共享
知识共享是知识管理的主要活动,它使集体智慧的概念得以实现。作为Web 2.0的社交平台允许用户在在线社区中轻松地共享信息。然而,大多数共享信息以非结构化格式表示,影响了信息的有效使用(即搜索精度低,缺乏智能的信息使用方式)。语义网技术通过包含信息的含义使解决上述问题成为可能。此外,信息可以用机器可读的格式表示。这为开发提高搜索精度和向用户提供信息推荐的机制提供了潜力。本文提出了一种知识共享系统,用于实现研讨会课程中有效的学术论文共享。本体是描述用户档案和研讨会论文信息的知识模型。它的词汇表被用作注释信息的元数据。实现了语义搜索引擎和推荐引擎,以支持学生对研讨会论文的使用。用户评价发现,系统在推荐能力和系统附加值方面达到了较高的满意度。此外,它也达到了检索效率的最高满意度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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