arXivDaily arXiv每日学术速递 周一至周五更新
arXiv 0908.4374cs.HCcs.GR

Visualization of Mined Pattern and Its Human Aspects

Ratnesh Kumar Jain, Dr. Suresh Jain, Dr. R. S. Kasana

英文摘要:

Researchers got success in mining the Web usage data effectively and efficiently. But representation of the mined patterns is often not in a form suitable for direct human consumption. Hence mechanisms and tools that can represent mined patterns in easily understandable format are utilized. Different techniques are used for pattern analysis, one of them is visualization. Visualization can provide valuable assistance for data analysis and decision making tasks. In the data visualization process, technical representations of web pages are replaced by user attractive text interpretations. Experiments with the real world problems showed that the visualization can significantly increase the quality and usefulness of web log mining results. However, how decision makers perceive and interact with a visual representation can strongly influence their understanding of the data as well as the usefulness of the visual presentation. Human factors therefore contribute significantly to the visualization process and should play an important role in the design and evaluation of visualization tools. This electronic document is a live template. The various components of your paper, title, text, heads, etc., are already defined on the style sheet, as illustrated by the portions given in this document.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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