Exploring users’ within-site navigation behavior: A case study based on clickstream data

来源 :Chinese Journal of Library and Information Science | 被引量 : 0次 | 上传用户:zhang5832
下载到本地 , 更方便阅读
声明 : 本文档内容版权归属内容提供方 , 如果您对本文有版权争议 , 可与客服联系进行内容授权或下架
论文部分内容阅读
Purpose:The goal of our research is to suggest specific Web metrics that are useful for evaluating and improving user navigation experience on informational websites.Design/methodology/approach:We revised metrics in a Web forensic framework proposed in the literature and defined the metrics of footprint,track and movement.Data were obtained from user clickstreams provided by a real estate site’s administrators.There were two phases of data analysis with the first phase on navigation behavior based on user footprints and tracks,and the second phase on navigational transition patterns based on user movements.Findings:Preliminary results suggest that the apartment pages were heavily-trafficked while the agent pages and related information pages were underused to a great extent.Navigation within the same category of pages was prevalent,especially when users navigated among the regional apartment listings.However,navigation of these pages was found to be inefficient.Research limitations:The suggestions for navigation design optimization provided in the paper are specific to this website,and their applicability to other online environments needs to be verified.Preference predications or personal recommendations are not made during the current stage of research.Practical implications:Our clickstream data analysis results offer a base for future research.Meanwhile,website administrators and managers can make better use of the readily available clickstream data to evaluate the effectiveness and efficiency of their site navigation design.Originality/value:Our empirical study is valuable to those seeking analysis metrics for evaluating and improving user navigation experience on informational websites based on clickstream data.Our attempts to analyze the log file in terms of footprint,track and movement will enrich the utilization of such trace data to engender a deeper understanding of users’within-site navigation behavior. Purpose: The goal of our research is to suggest specific Web metrics that are useful for evaluating and improving user navigation experience on informational websites.Design/methodology/approach:We revised metrics in a Web forensic framework proposed in the literature and defined the metrics of footprint, track and movement. Data were obtained from user clickstreams provided by a real estate site’s administrators. There were two phases of data analysis with the first phase on navigation behavior based on user footprints and tracks, and the second phase on navigational transition patterns based on user movements. Findings: Preliminary results suggest that the apartment pages were heavily-trafficked while the agent pages and related information pages were underused to a great extent. Navigation within the same category of pages was prevalent, especially when users navigated among the regional apartment listings.However, navigation of these pages was found to be inefficient. Research limitations: The suggestions for navigation design optimization provided in the paper are specific to this website, and their applicability to other online environments needs to be verified. Preference predications or personal recommendations are not made during the current stage of research. Practical implications: Our clickstream data analysis results offer a base for future research.Meanwhile, website administrators and managers can make better use of the clear available clickstream data to evaluate the effectiveness and efficiency of their site navigation design. Originality / value: Our empirical study is valuable to those seeking analysis metrics for evaluating and improving user navigation experience on informational websites based on clickstream data.Our attempts to analyze the log file in terms of footprint, track and movement will enrich the utilization of such trace data to engender a deeper understanding of users’within-site navigation behavior .
其他文献
提高作物的水分利用效率和肥料利用效率是节水农业和旱作农业进一步发展的关键问题。本论文基于定位施肥试验,研究了不同品种和不同施肥条件下不同层次的作物水氮利用、产量和生物学特性,探讨了水分利用及氮素累积规律,主要结论如下:化肥的投入极大的提高了小麦生物量和籽粒产量。在一定范围内,随着氮肥用量和磷肥用量的增加,成熟期地上部生物量和籽粒产量随之增大。收获指数随着氮肥用量的增加而提高,随着磷肥用量的增加有下
本文对煤烟脱硫废渣(主要成分为石膏)改良碱土进行了理论研究,方法上以室内土柱淋溶模拟为主。试验结果表明:不同碱化度的土壤从物理性质和化学性质看都随着碱化度的增高而变劣;碱