Context-aware recommender system: A review of recent developmental process and future research direction

K Haruna, M Akmar Ismail, S Suhendroyono… - Applied Sciences, 2017 - mdpi.com
Intelligent data handling techniques are beneficial for users; to store, process, analyze and
access the vast amount of information produced by electronic and automated devices. The …

Meta-analysis of evaluation methods and metrics used in context-aware scholarly recommender systems

Z Dehghani Champiri, A Asemi… - … and Information Systems, 2019 - Springer
With the current growth of the proposed contextual recommending algorithms, evaluating
them becomes more critical. Researchers of recommender systems have expressed …

A contextual Bayesian user experience model for scholarly recommender systems

ZD Champiri, B Fisher, CY Chong - International Conference on Human …, 2021 - Springer
Since the advent of scholarly recommender systems (SRSs), more than 200 papers in the
related area have been published. Many of these papers focus on proposing new and more …

How contextual data influences user experience with scholarly recommender systems: An empirical framework

ZD Champiri, B Fisher, LC Kiong, M Danaee - HCI International 2020-Late …, 2020 - Springer
Since the advent of Recommender Systems (RSs), many papers have been published with
the majority focusing on creating more accurate algorithms. The more accurate the algorithm …

Interactive methods for model-based collaborative filtering recommender systems

B Loepp - 2021 - bibliographie.ub.uni-due.de
Recommender systems have become very popular for reducing the information overload
users are often confronted with in today's web. Collaborative filtering is the method of choice …

rScholar: an interactive contextual user interface to enhance UX of scholarly recommender systems

ZD Champiri, B Fisher, L Freund - … Design and Case Studies: 22nd HCI …, 2020 - Springer
Scholarly recommender systems attempt to reduce the number of research resources or
papers presented to scholars and predict the utility of resources for their scholarly tasks …

A contextual bayesian user experience model for scholarly recommender systems/Zohreh Dehghani Champiri

C Zohreh Dehghani - 2019 - studentsrepo.um.edu.my
Scholarly recommender systems attempt to narrow down the number of research resources
and predict availability of unknown resources to assist scholars with their scholarly tasks …

Context-aware recommendation systems in mobile environments

Nowadays, the huge amount of information available may easily overwhelm users when
they need to take a decision that involves choosing among several options. As a solution to …