Identifying human trafficking indicators in the UK online sex market

L Giommoni, R Ikwu - Trends in Organized Crime, 2021 - Springer
This study identifies the presence of human trafficking indicators in a UK-based sample of
sex workers who advertise their services online. To this end, we developed a crawling and …

Subjective answers evaluation using machine learning and natural language processing

MF Bashir, H Arshad, AR Javed, N Kryvinska… - IEEE …, 2021 - ieeexplore.ieee.org
Subjective paper evaluation is a tricky and tiresome task to do by manual labor. Insufficient
understanding and acceptance of data are crucial challenges while analyzing subjective …

On the integration of similarity measures with machine learning models to enhance text classification performance

HI Abdalla, AA Amer - Information Sciences, 2022 - Elsevier
Several techniques have long been proposed to enhance text classification performance,
such as: classifier ensembles, feature selection, the integration of similarity measures with …

A set theory based similarity measure for text clustering and classification

AA Amer, HI Abdalla - Journal of Big Data, 2020 - Springer
Similarity measures have long been utilized in information retrieval and machine learning
domains for multi-purposes including text retrieval, text clustering, text summarization …

A survey of text matching techniques

A Alqahtani, H Alhakami, T Alsubait, A Baz - Engineering, Technology & …, 2021 - etasr.com
Text matching is the process of identifying and locating particular text matches in raw data.
Text matching is a vital component in practical applications and an essential process in …

Boolean logic algebra driven similarity measure for text based applications

HI Abdalla, AA Amer - PeerJ Computer Science, 2021 - peerj.com
Abstract In Information Retrieval (IR), Data Mining (DM), and Machine Learning (ML),
similarity measures have been widely used for text clustering and classification. The …

A comparative study of classification and clustering methods from text of books

B Probierz, J Kozak, A Hrabia - Asian Conference on Intelligent Information …, 2022 - Springer
Book collections in libraries are an important means of information, but without proper
assignment of books into appropriate categories, searching for books on similar topics is …

An effective assessment of cluster tendency through sampling based multi-viewpoints visual method

KR Prasad, BE Reddy, M Mohammed - Journal of Ambient Intelligence …, 2021 - Springer
Social networks are the rich sources to people for sharing the knowledge on health-related
issues. Nowadays, Twitter is one of the great significant social platforms to the people for a …

A text mining using web scra** for meaningful insights

PR Anisha, NG Nguyen, G Sreelatha - Journal of Physics …, 2021 - iopscience.iop.org
This research involves the usage of Machine Learning technology and Natural Language
Processing (NLP) along with the Natural Language Tool-Kit (NLTK). This helps develop a …

A comparative study of supervised and unsupervised machine learning algorithms on consumer reviews

K Makkar, P Kumar, M Poriye… - 2022 IEEE World …, 2022 - ieeexplore.ieee.org
For any organization involving consumers, reviews and feedbacks are quite important. For
this purpose, the bulk of data is generated from various social networking sites in terms of …