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Leveraging user interaction signals and task state information in adaptively optimizing usefulness-oriented search sessions
Current information retrieval (IR) systems still face plenty of challenges when applied in
addressing complex search tasks (CSTs) that trigger multi-round search iterations. Existing …
addressing complex search tasks (CSTs) that trigger multi-round search iterations. Existing …
Modelling search and stop** in interactive information retrieval
DM Maxwell - 2019 - theses.gla.ac.uk
Searching for information when using a computerised retrieval system is a complex and
inherently interactive process. Individuals during a search session may issue multiple …
inherently interactive process. Individuals during a search session may issue multiple …
Analysis of search stratagem utilisation
In interactive information retrieval, researchers consider the user behaviour towards systems
and search tasks in order to adapt search results and to improve the search experience of …
and search tasks in order to adapt search results and to improve the search experience of …
A modified attention mechanism powered by Bayesian Network for user activity analysis and prediction
AA Hechavarria, MO Shafiq - Data & Knowledge Engineering, 2022 - Elsevier
Analyzing and predicting user activity is important in the current digital era with a lot of use-
cases and applications. In this paper, we present an approach that facilitates a modification …
cases and applications. In this paper, we present an approach that facilitates a modification …
Modeling and predicting online learning activities of students: an hmm-lstm based hybrid solution
AA Hechavarria, MO Shafiq - 2021 20th IEEE International …, 2021 - ieeexplore.ieee.org
With significant increase in popularity of online education, need for educators to get to know
about learning experiences of students and to provide feedback to students has also been …
about learning experiences of students and to provide feedback to students has also been …
Evaluating simulated user interaction and search behaviour
Simulating user sessions in a way that comes closer to the original user interactions is key to
generating user data at any desired volume and variety such that A/B-testing in domain …
generating user data at any desired volume and variety such that A/B-testing in domain …
[PDF][PDF] Simulating User Interaction and Search Behaviour in Digital Libraries.
Providing a satisfying user experience is key to successful digital libraries. An efficient
search user interface design requires a detailed understanding of user behaviour to match …
search user interface design requires a detailed understanding of user behaviour to match …
Probabilistic Formal Modelling to Uncover and Interpret Interaction Styles
We present a study using new computational methods, based on a novel combination of
machine learning for inferring admixture hidden Markov models and probabilistic model …
machine learning for inferring admixture hidden Markov models and probabilistic model …
[HTML][HTML] Data-driven modelling and probabilistic analysis of interactive software usage
This paper answers the research question: how can we model and understand the ways in
which users actually interact with software, given that usage styles vary from user to user …
which users actually interact with software, given that usage styles vary from user to user …
A State-based Approach to Supporting Users in Complex Search Tasks
J Liu - 2020 - search.proquest.com
Previous work on task-based interactive information retrieval (IR) has mainly focused on
what users found along the search process and the predefined, static aspects of complex …
what users found along the search process and the predefined, static aspects of complex …