Mobile data science and intelligent apps: concepts, AI-based modeling and research directions

IH Sarker, MM Hoque, MK Uddin… - Mobile Networks and …, 2021 - Springer
Artificial intelligence (AI) techniques have grown rapidly in recent years in the context of
computing with smart mobile phones that typically allows the devices to function in an …

Effectiveness analysis of machine learning classification models for predicting personalized context-aware smartphone usage

IH Sarker, ASM Kayes, P Watters - Journal of Big Data, 2019 - Springer
Due to the increasing popularity of recent advanced features and context-awareness in
smart mobile phones, the contextual data relevant to users' diverse activities with their …

Context pre-modeling: an empirical analysis for classification based user-centric context-aware predictive modeling

IH Sarker, H Alqahtani, F Alsolami, AI Khan… - Journal Of Big …, 2020 - Springer
Nowadays, machine learning classification techniques have been successfully used while
building data-driven intelligent predictive systems in various application areas including …

A hybrid ontology-based recommendation system in e-commerce

M Guia, RR Silva, J Bernardino - Algorithms, 2019 - mdpi.com
The growth of the Internet has increased the amount of data and information available to any
person at any time. Recommendation Systems help users find the items that meet their …

A hybrid recommendation system for marine science observation data based on content and literature filtering

X Song, Y Guo, Y Chang, F Zhang, J Tan, J Yang, X Shi - Sensors, 2020 - mdpi.com
With the development of ocean exploration technology and the rapid growth in the amount of
marine science observation data, people are faced with a great challenge to identify …

A machine-learning-based prediction method for easy COPD classification based on pulse oximetry clinical use

C Abineza, VE Balas… - Journal of Intelligent & …, 2022 - content.iospress.com
Abstract Chronic Obstructive Pulmonary Disease (COPD) is a progressive, obstructive lung
disease that restricts airflow from the lungs. COPD patients are at risk of sudden and acute …

Develo** a recommendation model for the smart factory system

CY Chang, CA Tu, WL Huang - Applied Sciences, 2021 - mdpi.com
In Industry 4.0, the concept of a Smart Factory heralds a new phase in manufacturing; the
Smart Factory System (SFS) will have a huge demand in Taiwan. However, the cost of …

A practical framework for real life webshop sales promotion targeting

G Kőrösi, T Vinkó - Informatica, 2021 - informatica.si
In recent years online marketing has become increasingly extensive and effective. Product
recommender systems are often deployed by e-commerce websites to improve user …

Author-Profile-Based Journal Recommendation for a Candidate Article: Using Hybrid Semantic Similarity and Trend Analysis

MY Bayraktar, M Kaya - IEEE Access, 2023 - ieeexplore.ieee.org
Finding the right journal for a manuscript to be submitted is difficult and often time-
consuming because authors take into account some criteria while searching for the …

Design and implementation of predictive models and a decision support system for chronic obstructive pulmonary disease patients management based on the pulse …

C ABINEZA - 2023 - dr.ur.ac.rw
Chronic Obstructive Pulmonary Disease (COPD) is a chronic lung disease characterized by
persistent respiratory symptoms and airflow limitation, often leading to exacerbations which …