A review on clustering techniques: Creating better user experience for online roadshow

ZY Lim, LY Ong, MC Leow - Future Internet, 2021‏ - mdpi.com
Online roadshow is a relatively new concept that has higher flexibility and scalability
compared to the physical roadshow. This is because online roadshow is accessible through …

A Brief Analysis of Collaborative and Content Based Filtering Algorithms used in Recommender Systems

SH Nallamala, UR Bajjuri, S Anandarao… - IOP Conference …, 2020‏ - iopscience.iop.org
In the modern age and many prestigious applications use the recommendation method to
play an important role. The system of recommendations collected apps, built a global village …

Session-based recommendation with graph neural networks for repeat consumption

G Yang, X Zhang, Y Li - Proceedings of the 2020 9th International …, 2020‏ - dl.acm.org
Session-based recommendation aims to predict user actions only based on anonymous
session sequence. The repeat consumption is a common phenomenon in the …

Affinity Propagation‐Based Hybrid Personalized Recommender System

I Qasim, M Awan, S Ali, S Khan, MAA Mosleh… - …, 2022‏ - Wiley Online Library
A personalized recommender system is broadly accepted as a helpful tool to handle the
information overload issue while recommending a related piece of information. This work …

K-means and K-medoids for Indonesian text summarization

KK Purnamasari - IOP Conference Series: Materials Science and …, 2019‏ - iopscience.iop.org
The purpose of this study is to build automated summation tools, especially in grou**
methods such as K-Means and K-Medoids. Finding the best method between the two …

Hybrid algorithm for item collaborative filtering based on matrix factorization

Y Zhang, X Lu, Y Shi, D Zhang - 2023 4th Information …, 2023‏ - ieeexplore.ieee.org
The traditional collaborative filtering algorithm obtains K nearest-neighbor items, which may
have the problem of too little similarity among nearest-neighbor items, making the accuracy …

Deep learning for knowledge graph completion with XLNET

M Su, H Su, H Zheng, B Yan - Proceedings of the 2021 5th International …, 2021‏ - dl.acm.org
Knowledge Graph is a graph knowledge base composed of fact entities and relations.
Recently, the adoption of Knowledge Graph in Natural Language Processing tasks has …

Cross-lingual text clustering in a large system

NR Schneider, J Sankaranarayanan… - Proceedings of the 2023 …, 2023‏ - dl.acm.org
The multilingual world needs systems that can cluster text written in multiple languages into
the same thread or topic. Clustering multilingual text can be accomplished by translating and …

Machine learning algorithms for recommendation of learning CS courses in e-learning systems

N Cheong - Proceedings of the 5th International Conference on …, 2022‏ - dl.acm.org
Intelligent Recommender Systems (RS) on conceptual learning of Computer Science (CS)
have been widely applied in the teaching of universities, in order to provide a personalized …