Recent methods on short text stream clustering: A survey study

E Maden, P Karagoz - Wiley Interdisciplinary Reviews …, 2023 - Wiley Online Library
The volume and the velocity of data in social media are increasing and the social media has
become a very useful environment to detect and track the real‐world events. However, to …

Online Semi-Supervised Classification on Multilabel Evolving High-Dimensional Text Streams

J Kumar, J Shao, R Kumar, SU Din… - … on Systems, Man …, 2023 - ieeexplore.ieee.org
The multilabel learning task aims to predict the associated multiple classes of a given
example simultaneously. Such task becomes more challenging when data arrives in stream …

A context-enhanced Dirichlet model for online clustering in short text streams

J Kumar, J Shao, R Kumar, SU Din, CB Mawuli… - Expert Systems with …, 2023 - Elsevier
Online clustering of short text streams has become significant due to the popularity of news
and social media platforms. The objective of online clustering is to maintain active topics …

[HTML][HTML] Application of English vocabulary presentation based on clustering in college English teaching

Q Yang - Security and Communication Networks, 2021 - hindawi.com
As the most basic element in English learning, vocabulary has always been the focus of
teaching in college English classes, but the teaching effect is often unsatisfactory. In this …

Neural Joint Model for Part-of-Speech Tagging and Entity Extraction

W Ali, R Kumar, Y Dai, J Kumar, S Tumrani - Proceedings of the 2021 …, 2021 - dl.acm.org
Part-of-speech tagging and named entity recognition (NER) are fundamental sequential
labeling tasks in natural language processing (NLP), where joint learning of both tasks is an …

Clustering Methods and Tools to Handle High-Dimensional Social Media Text Data

M Amadeus, WAC Castañeda - … of NLP and Deep Learning in Social …, 2023 - igi-global.com
Social media data has changed the way big data is used. The amount of data available
offers more natural insights that make it possible to find relations and social interactions …