Unexplored Frontiers: A Review of Empirical Studies of Exploratory Search

A Medlar, D Kotkov, D Głowacka - ACM SIGIR Forum, 2024 - dl.acm.org
This article reviews how empirical research of exploratory search is conducted. We
investigated aspects of interdisciplinarity, study settings and evaluation methodologies from …

Intention-based anticipatory interactive systems

A Wendemuth, R Böck, A Nürnberger… - … on Systems, Man …, 2018 - ieeexplore.ieee.org
Intention-based, anticipatory, interactive systems (IAIS) represent a new class of user-
centered assistance systems. IAIS uses actions and system intentions derived from signal …

Recursive truth estimation of time-varying sensing data from online open sources

H Cui, T Abdelzaher, L Kaplan - 2018 14th International …, 2018 - ieeexplore.ieee.org
This paper is motivated by prospective Internet of Things (IoT) applications that exploit inputs
from online open sources whose reliability may be uncertain. Unlike physical signal fusion …

Reflection on future directions: a systematic review of reported limitations and solutions in interactive information retrieval user studies

T Jiang, J Liu - Aslib Journal of Information Management, 2022 - emerald.com
Purpose The purpose of this paper is to understand how users behave and evaluate how
systems with users are essential for interactive information retrieval (IIR) research. User …

Fact-finding or exploration: Characterizing reading strategies in user's search activities

J Schwerdt, M Kotzyba… - 2021 IEEE 2nd …, 2021 - ieeexplore.ieee.org
Adaptive information retrieval systems could provide users individual support for their
current search activity. For that a clear detection and understanding of such activities are a …

The broad view of task type using path analysis

M Mitsui, C Shah - Proceedings of the 2018 ACM SIGIR International …, 2018 - dl.acm.org
Many past research efforts have examined the relationships between observable search
behaviors, the task that drives searching, and user characteristics such as search expertise …

The effect of motivational goals on information search for tasks of varying complexity levels

M Kotzyba, J Schwerdt, T Gossen… - … on Systems, Man …, 2018 - ieeexplore.ieee.org
Not all search engine users perform equally well in terms of search result quality and search
time. This variety depends on many different external and personal factors. In this work, we …

Saccadic Eye Movements and Search Task Difficulty as Basis of Modelling User Knowledge in Information Seeking

YH Liu, A Nürnberger, J Rettstatt… - Proceedings of the …, 2023 - escholarship.org
Designing user-adaptive search systems necessitates modeling the user's knowledge state
during information seeking. Gaze data offers insights into cognitive processes during task …

Fact-Finding or Exploration: Identifying Latent Behavior Clusters in User's Search Activities

J Schwerdt, M Kotzyba… - 2019 IEEE International …, 2019 - ieeexplore.ieee.org
Understanding the search behavior of users based on their current interaction with an
information retrieval system, such as a search engine, can be quite beneficial to develop …

[PDF][PDF] Information Search Behavior Profiles: Analysis of Search Activities & Behavior Driven Ranking

J Schwerdt, A Nürnberger, N Fuhr, A Huckauf - 2023 - opendata.uni-halle.de
Nowadays, it has become a crucial skill to gather information from the Internet to satisfy a
current information need. Information Retrieval (IR) systems provide such frameworks to …