2D visualization of terms and documents in Malay language

机译：马来语术语和文档的2D可视化

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In the technology era, information is just at our fingertip. Much information nowadays can be searched in digitize way. The output of the data is still in the listed form, and this linear form (one dimension) makes user hardly to find information related to the data requested. In addition, Malay document is still displayed in textual listed form. 676 documents from Jilid 1 of Hadith Al Tarmizi in Malay language are used to visualize the relationship. Method used to develop vector space model for term-document relationship is TF*IDF and Cosine Similarity technique used for document-document relationship. Prefuse toolkit is used as the visualization tool. From the 2D graphic, the relationship between Hadith can be found easily. From the questionnaire conducted, 90% participants agree that more relevant documents can be found using the 2D graphics system.

机译：在技术时代，信息唾手可得。如今，许多信息都可以以数字化方式进行搜索。数据的输出仍然是列出的形式，这种线性形式（一维）使用户很难找到与请求的数据有关的信息。此外，马来文文件仍以文字列出的形式显示。来自Hadith Al Tarmizi的Jilid 1的676个马来语文档被用来形象化这种关系。用于建立术语-文档关系的向量空间模型的方法是TF * IDF和用于文档-文档关系的余弦相似度技术。预熔工具包用作可视化工具。从2D图形中，可以轻松找到Hadith之间的关系。从进行的问卷调查中，有90％的参与者同意使用2D图形系统可以找到更多相关文档。

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《2013 5th International Conference on Information and Communication Technology for the Muslim World》|2013年|1-6|共6页
会议地点 Rabat(MA);Rabat(MA)
作者
Ismail Normaly Kamal; Saad Nur Hamizah Mat; Omar Sidi Bukhari Sidi; Sembok Tengku Mohammad Tengku;
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作者单位

Faculty of Computer and Mathematical Sciences, Universiti Teknologi MARA, Shah Alam, Malaysiac;

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会议组织
原文格式 PDF
正文语种 eng
中图分类
关键词
graphical user interface; information retrieval; information visualization;

机译：图形用户界面;信息检索;信息可视化;;

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2D visualization of terms and documents in Malay language

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