Characterizing Multi-Click Search Behavior And The Risks And Opportunities Of Changing Results During Use

SIGIR '14: The 37th International ACM SIGIR Conference on Research and Development in Information Retrieval Gold Coast Queensland Australia July, 2014(2014)

引用 13|浏览23
暂无评分
摘要
Although searchers often click on more than one result following a query, little is known about how they interact with search results after their first click. Using large scale query log analysis, we characterize what people do when they return to a result page after having visited an initial result. We find that the initial click provides insight into the searcher's subsequent behavior, with short initial dwell times suggesting more future interaction and later clicks occurring close in rank to the first. Although users think of a search result list as static, when people return to a result list following a click there is the opportunity for the list to change, potentially providing additional relevant content. Such change, however, can be confusing, leading to increased abandonment and slower subsequent clicks. We explore the risks and opportunities of changing search results during use, observing, for example, that when results change above a user's initial click that user is less likely to find new content, whereas changes below correlate with increased subsequent interaction. Our results can be used to improve people's search experience during the course of a single query by seamlessly providing new, more relevant content as the user interacts with a search result page, helping them find what they are looking for without having to issue a new query.
更多
查看译文
关键词
Log analysis,web search,result list change,search dynamics
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要