中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
Exploring users’ within-site navigation behavior: A case study based on clickstream data

文献类型:期刊论文

作者JIANG Tingting; CHI Yu; JIA Wenrui
刊名Chinese Journal of Library and Information Science
出版日期2014-12-25
卷号7期号:4页码:63-76
关键词Web navigation User behavior Clickstream data analysis Metrics Resale apartment website
通讯作者Tingting Jiang(Email:tij@whu.edu.cn)
中文摘要
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.
英文摘要
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.
学科主题新闻学与传播学 ; 图书馆、情报与文献学
收录类别其他
原文出处http://www.chinalibraries.net
语种英语
源URL[http://ir.las.ac.cn/handle/12502/7626]  
专题文献情报中心_Journal of Data and Information Science_Chinese Journal of Library and Information Science-2014
作者单位School of Information Management, Wuhan University, Wuhan 430072, China
推荐引用方式
GB/T 7714
JIANG Tingting,CHI Yu,JIA Wenrui. Exploring users’ within-site navigation behavior: A case study based on clickstream data[J]. Chinese Journal of Library and Information Science,2014,7(4):63-76.
APA JIANG Tingting,CHI Yu,&JIA Wenrui.(2014).Exploring users’ within-site navigation behavior: A case study based on clickstream data.Chinese Journal of Library and Information Science,7(4),63-76.
MLA JIANG Tingting,et al."Exploring users’ within-site navigation behavior: A case study based on clickstream data".Chinese Journal of Library and Information Science 7.4(2014):63-76.

入库方式: OAI收割

来源:文献情报中心

浏览0
下载0
收藏0
其他版本

除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。