Recommendations based on integrated matrix time decomposition and clustering optimization

DRK Raja, GH Kumar, SM Basha… - International Journal of …, 2022 - ijpe-online.com
The prompt progression of web data and the number of web visitors creates a latent
information overload problem and complicates data mining to select the right items on the …

Context-aware explainable recommendation based on domain knowledge graph

MH Syed, TQB Huy, ST Chung - Big Data and Cognitive Computing, 2022 - mdpi.com
With the rapid growth of internet data, knowledge graphs (KGs) are considered as efficient
form of knowledge representation that captures the semantics of web objects. In recent …

Elicitation inference optimization for multi-principal-agent alignment

A Konya, YL Qiu, MP Varga, A Ovadya - 2022 - openreview.net
In multi-principal-agent alignment scenarios spanning governance, markets, diplomacy, and
AI, it is infeasible to elicit every principal's view on all perspectives relevant to agent …

A Matrix Decomposition Model Based on Feature Factors in Movie Recommendation System

D Liu, H Li - arXiv preprint arXiv:2206.05654, 2022 - arxiv.org
Matrix Factorization (MF) is one of the most successful Collaborative Filtering (CF)
techniques used in recommender systems due to its effectiveness and ability to deal with …

[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 …

[PDF][PDF] Personality-Based Matrix Factorization for Personalization in Recommender Systems.

M Ghezelji, N Tohidi, C Dadkhah… - International Journal of …, 2022 - journal.itrc.ac.ir
Recommender systems are one of the most used tools for knowledge discovery in
databases, and they have become extremely popular in recent years. These systems have …

[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 …

A Review of the Techniques and Evaluation Parameters for Recommendation Systems

S Vijaya Shetty, K Dassani, GP Harish Gowda… - … Systems: Proceedings of …, 2022 - Springer
The explosion of Internet and the boom of social media have led to many organizations in
successfully collecting huge amount of data about its' customers. These data are one of the …

Intelligent System for Recommendation of Mobile Services to Consumers

I Ganchev, Z Ji, M O'Droma - 2022 3rd URSI Atlantic and Asia …, 2022 - ieeexplore.ieee.org
This paper presents an intelligent system for recommendation of services to mobile users
(consumers) by considering the current context. The system builds up and dynamically …