Characterization and Analysis of Usage Patterns in Large Multimedia Websites
نویسندگان
چکیده
User behavior in a website is a critical exponent of the web site’s usability. Therefore an understanding of usage patterns is essential to website design optimization. This challenging problem is prominent in media-rich websites, due both to the complexity of analyzing media-based content and the challenge of understanding user-media interactions. Towards this goal, we present a novel paradigm encompassing a unique combination of interactive multimodal visualization and media-based web content mining for information goal extraction. This integrated approach offers several advantages: it delivers a gestalt view of user behavior, it offers an interactive, multimodal environment for pattern discovery, and it provides a feedback mechanism for improving website design. We evaluate these features with real data from the multimedia website of the SkyServer project.
منابع مشابه
Analysis of Usage Patterns in Large Multimedia Websites
User behavior in a website is a critical indicator of the web site’s usability and success. Therefore an understanding of usage patterns is essential to website design optimization. In this context, large multimedia websites pose a significant challenge for comprehension of the complex and diverse user behaviors they sustain. This is due to the complexity of analyzing and understanding user-dat...
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