Understanding Mobile Search Task Relevance and User Behaviour in Context

12/17/2018
by   Mohammad Aliannejadi, et al.
0

Improvements in mobile technologies have led to a dramatic change in how and when people access and use information, and is having a profound impact on how users address their daily information needs. Smart phones are rapidly becoming our main method of accessing information and are frequently used to perform `on-the-go' search tasks. As research into information retrieval continues to evolve, evaluating search behaviour in context is relatively new. Previous research has studied the effects of context through either self-reported diary studies or quantitative log analysis; however, neither approach is able to accurately capture context of use at the time of searching. In this study, we aim to gain a better understanding of task relevance and search behaviour via a task-based user study (n=31) employing a bespoke Android app. The app allowed us to accurately capture the user's context when completing tasks at different times of the day over the period of a week. Through analysis of the collected data, we gain a better understanding of how using smart phones on the go impacts search behaviour, search performance and task relevance and whether or not the actual context is an important factor.

READ FULL TEXT

page 4

page 5

page 6

research
09/14/2021

The Impact of User Demographics and Task Types on Cross-App Mobile Search

Recent developments in the mobile app industry have resulted in various ...
research
04/14/2019

RelEmb: A relevance-based application embedding for Mobile App retrieval and categorization

Information Retrieval Systems have revolutionized the organization and e...
research
11/04/2019

Spatial Search Strategies for Open Government Data: A Systematic Comparison

The increasing availability of open government datasets on the Web calls...
research
01/26/2022

Searching, Learning, and Subtopic Ordering: A Simulation-based Analysis

Complex search tasks - such as those from the Search as Learning (SAL) d...
research
05/11/2019

Information search in a professional context - exploring a collection of professional search tasks

Search conducted in a work context is an everyday activity that has been...
research
01/22/2021

Impact of Response Latency on User Behaviour in Mobile Web Search

Traditionally, the efficiency and effectiveness of search systems have b...

Please sign up or login with your details

Forgot password? Click here to reset