[HTML][HTML] Horizontal IoT Platform EMULSION

I Ganchev, Z Ji, M O'Droma - Electronics, 2023 - mdpi.com
This article presents an overview of an Internet of Things (IoT) platform design based on a
horizontal architectural principle. The goal in applying this principle is to overcome many of …

[HTML][HTML] Temporal-Guided Knowledge Graph-Enhanced Graph Convolutional Network for Personalized Movie Recommendation Systems

CY Chen, JJ Huang - Future Internet, 2023 - mdpi.com
Traditional movie recommendation systems are increasingly falling short in the
contemporary landscape of abundant information and evolving user behaviors. This study …

[PDF][PDF] Designing a heterogeneous sensor tier for the EMULSION IoT platform

I Ganchev, Z Ji - Wseas Transactions on Systems and Control, 2022 - wseas.com
The design of a heterogeneous sensor tier for the generic, multi-service, cloud-based, IoT
operational platform EMULSION is presented in this paper, along with typical hardware …

Impact of Personalized Recommendation on Today's News Communication through Algorithmic Mechanism in the New Media Era

X Liu - Advances in Multimedia, 2022 - Wiley Online Library
In recent years, the continuous innovation of technology has greatly contributed to the great
changes in the media industry. The rapid development of big data and artificial intelligence …

Internet of things horizontal platform development for expanded application scenarios and use cases

I Ganchev, Z Ji, M O'Droma - Journal of Physics: Conference …, 2023 - iopscience.iop.org
This paper presents the horizontal approach for the development of Internet of Things (IoT)
platforms, based on a generic, multi-service, cloud-based IoT operational platform, called …

DNR: a unified framework of list ranking with neural networks for recommendation

C Wei, J Qin, W Zeng - IEEE Access, 2021 - ieeexplore.ieee.org
In recent years, list ranking learning has attracted further attention in the field of
recommendation. Most of the existing list ranking methods use traditional or deep learning …

[PDF][PDF] The Use of a Modelling & Simulation Tier by the EMULSION IoT Platform

I Ganchev, Z Ji - WSEAS Transactions on Systems and Control, 2022 - wseas.com
This paper presents some design aspects of the EMULSION IoT platform, developed as a
typical example of the horizontal IoT platforms. The architectural overview and multi-tiered …

Fashion Clothing Design Style Recommendation using Extra Tree Classifier Combined with LSTM

P Kumar, S Aluvala, V Parthipan… - … Algorithms and Soft …, 2023 - ieeexplore.ieee.org
Recommendation System plays an vital part in e-commerce requisition as they help the
consumer or user to choose the requires items within limited time. Presently, several e …

[PDF][PDF] Smart Real-Time Recommendation of Mobile Services

I Ganchev, Z Ji - WSEAS Transactions on Systems and Control, 2021 - wseas.com
In this paper, a new vision is presented for highly personalized, customized, and
contextualized realtime recommendation of services to mobile users (consumers) by …

A Service Tier Design for the EMULSION IoT Platform

I Ganchev, Z Ji, M O'Droma - 2021 International Conference on …, 2021 - ieeexplore.ieee.org
This paper♠ presents an IoT service tier design and its setting within the multi-tiered
architectural structure of EMULSION, the newly proposed horizontal-type IoT platform …