A review of tools and techniques for preprocessing of textual data

A Kathuria, A Gupta, RK Singla - … : Proceedings of ICMDE 2020, Volume 1, 2021 - Springer
With the high availability of computing facilities, a huge amount of data is available in
electronic form. Processing of huge data is required to discover new facts and knowledge …

Pre-processing techniques of text mining using computational linguistics and python libraries

SS Vel - 2021 International Conference on Artificial Intelligence …, 2021 - ieeexplore.ieee.org
One of the foremost requirements of modern man is undoubtedly the possibility to access the
desired information with minimal effort. And it is an undeniable fact that the amount of storing …

[PDF][PDF] Convolutional Neural Network-based Automatic Prediction of Judgments of the European Court of Human Rights.

A Kaur, B Bozic - AICS, 2019 - ceur-ws.org
In the past few years, predictive modelling has brought revolutionary changes in the way
various industries function. Advancements in the areas of Deep Learning (DL) and Natural …

[PDF][PDF] Aspect based sentiment analysis for restaurant reviews using hybrid elmo-wikipedia and hybrid expanded opinion lexicon-senticircle

F Nurifan, R Sarno, KR Sungkono - International Journal of …, 2019 - academia.edu
Many restaurant review analysis have been done, however only few analysis have been
done for specific aspects of a restaurant. In this context this paper proposes aspect based …

Contextualizing injury severity from occupational accident reports using an optimized deep learning prediction model

MZF Khairuddin, S Sankaranarayanan… - PeerJ Computer …, 2024 - peerj.com
Background This study introduced a novel approach for predicting occupational injury
severity by leveraging deep learning-based text classification techniques to analyze …

Stock market prediction with political data Analysis (SP-PDA) model for handling big data

Y Ayyappa, APS Kumar - Multimedia Tools and Applications, 2024 - Springer
The ability to accurately predict the stock market is a crucial financial topic. The basic
assumption is that future stock returns can be somewhat predicted based on publicly …

Text Mining Based Process Identification and Business Process Mapping from Job Description Documents

RD Astanti, AV Switasarra - Management and Production …, 2024 - journals.pan.pl
The business environment is rapidly changing right now (Adesola and Baines, 2005). As a
result, every company must adapt to these changes (Seethamraju and Marjanovic, 2009; …

Opinion mining based complex polarity shift pattern handling for improved sentiment classification

A Japhne, R Murugeswari - 2020 International Conference on …, 2020 - ieeexplore.ieee.org
The availability of rich volume of information on the web makes sentiment analysis an
interesting, informative and impressive task. There is now an increasing desire to mine this …

[PDF][PDF] Data Pre-Processing in Text Mining

T Aksoy, S ÇELİK, S GÜLSEÇEN - Who Runs the World: Data, 2020 - vb.vgtu.lt
The fact that any kind of user has the ability to generate data with great ease at any time
causes an increase in the importance of data mining. Considering the reality that the vast …

[PDF][PDF] Industrial accident report analysis using natural language processing

P Sankarasubramanian… - International Journal of …, 2020 - researchgate.net
Industrial safety stays basic worry in many nations. Industrial accidents cause human
suffering as well as result in immense money related misfortune and ecological effects. To …