Academy & Industry Research Collaboration Center (AIRCC)

Volume 11, Number 23, December 2021

Natural Language Processing
10th International Conference on Natural Language Processing (NLP 2021)
December 23 ~ 24, 2021, Sydney, Australia
Volume Editors : David C. Wyld, Dhinaharan Nagamalai (Eds)
ISBN : 978-1-925953-57-2                                                                             Download full Proceedings

An Enhanced Machine Learning Topic Classification Methodology for Cybersecurity 
Elijah Pelofske1, Lorie M. Liebrock1 and Vincent Urias2, 1New Mexico Institute of Mining
and Technology, USA, 2Sandia National Laboratories, USA

Representation Learning and Similarity of Legal Judgements using Citation Networks 
Harshit Jain and Naveen Pundir, IIT Kanpur, India

OptAGAN: Entropy-based Finetuning on Text VAE-GAN 
Paolo Tirotta and Stefano Lodi, University of Bologna, Italy

Para-Social Interaction Analysis of Valentino Virtual Spokesperson based on Weibo
Data and Search Popularity 
Dandan Yu1, Wuying Liu1, 2, 1Ludong University, China, 2Guangdong University of
Foreign Studies, China

Sign Language Recognition for Sentence Level Continuous Signings 
Ishika Godage, Ruvan Weerasignhe and Damitha Sandaruwan, University of
Colombo School of Computing, Sri Lanka

Relation Extraction between Biomedical Entities from Literature using Semi- Supervised
Learning Approach 
Saranya M, Arockia Xavier Annie R and Geetha T V, CEG, Anna University, India

Extraction of Linguistic Speech Patterns of Japanese Fictional Characters using
Subword Units 
Mika Kishino1 and Kanako Komiya2, 1Ibaraki University, Japan, 2Tokyo University
of Agriculture and Technology, Japan

An Adaptive and Interactive Educational Game Platform for English Learning Enhancement
using AI and Chatbot Techniques 
Yichen Liu1, Jonathan Sahagun2 and Yu Sun2, 1Shen Wai International School, China, 2California State Polytechnic University, USA

A Deep Learning Approach to Integrate Human-Level Understanding in a Chatbot 
Afia Fairoose Abedin1, Amirul Islam Al Mamun1, Rownak Jahan Nowrin1,
Amitabha Chakrabarty1, Moin Mostakim1 and Sudip Kumar Naskar2, 1Brac University,
Bangladesh, 2Jadavpur University, India

Morphological Analysis of Japanese Hiragana Sentences using the BI-LSTM CRF Model 
Jun Izutsu1 and Kanako Komiya2, 1Ibaraki University, Japan, 2Tokyo University of Agriculture and Technology, Japan

Fake or Genuine? Contextualised Text Representation for Fake Review Detection 
Rami Mohawesh1, Shuxiang Xu1, Matthew Springer1, Muna Al-Hawawreh2 and
Sumbal Maqsood1, 1University of Tasmania, Australia, 2University of New South Wales,
Australian Defence Force Academy (ADFA), Australia

A Personality Prediction Method of WEIBO Users based on Personality Lexicon 
Yuanyuan Feng and Kejian Liu, Xihua University, China

ANEC: Artificial Named Entity Classifier based on BI-LSTM for an AI-based Business Analyst 
Taaniya Arora, Neha Prabhugaonkar, Ganesh Subramanian and Kathy Leake,
Crux Intelligence, USA

One-Class Model for Fabric Defect Detection 
Hao Zhou, Yixin Chen, David Troendle, Byunghyun Jang, University of Mississippi, USA

GAN-Based Data Augmentation and Anonymization for Mask Classification 
Mustafa Çelik1, 2, Ahmet HaydarÖrnek1, 3, 1Huawei Turkey R&D Center, Turkey,
2Istanbul Technical University, Turkey, 3Konya Technical University, Turkey

Proposal for a Methodology to Create an Artificial Pancreas for the Control of Type 1
Diabetes using Machine Learning and Automated Insulin Dosing Systems (AID) 
Rodrigo Vilanova1 and Anderson Jefferson Cerqueira2, 1Avantsec, Brazil,
2University of Brasília (UnB), Brazil

Anime4You: An Intelligent Analytical Framework for Anime Recommendation
and Personalization using AI and Big Data Analysis 
Kaiho Cheung1, Ishmael Rico2, Tao Li3 and Yu Sun4, 1Sentinel Secondary, Canada, 2University of California, USA, 3Purdue University, USA, 4California State Polytechnic University, USA

Smart Tab Predictor: A Chrome Extension to Assist Browser Task Management
using Machine Learning and Data Analysis 
Brian Hu1, Evan Gunnell2 and Yu Sun2, 1USA, 2California State Polytechnic University, USA

Handling Trust in a Cloud based Multi Agent System 
Imen Bouabdallah1 and Hakima Mellah2, 1USTHB, Bab ezzouar, Algeria, 2CERIST, Algeria

A Daily Covid-19 Cases Prediction System using Data Mining and Machine Learning Algorithm 
Yiqi Jack Gao1 and Yu Sun2, 1USA, 2California State Polytechnic University, USA

Airborne Software Development Processes Certification Review Strategy based
on RTCA/DO-178C 
Jinghua Sun1, Samuel Edwards2, Nic Connelly3, Andrew Bridge4 and Lei Zhang1,
1COMAC Shanghai Aircraft Design and Research Institute, China, 2Defence Aviation
Safety Authority, Australia, 3RMIT University, Australia, 4European Union Aviation
Safety Agency, Germany

Checklist Usage in Secure Software Development  
Zhongwei Teng, Jacob Tate, William Nock, Carlos Olea, Jules White,
Vanderbilt University, USA

Crystal: A Privacy-Preserving Distributed Reputation Management 
Ngoc Hong Tran1, Tri Nguyen2, Quoc Binh Nguyen3, Susanna Pirttikangas2,
M-Tahar Kechadi4,5, 1Vietnamese-German University, Vietnam, 2University of Oulu, Finland,
3Ton Duc Thang University, Vietnam, 4University College Dublin, Ireland, 5Insight Centre
for Data Analytics, University College Dublin, Ireland

Internet of Things (IoT): Data Security and Privacy Concerns under the General
Data Protection Regulation (GDPR) 
Olumide Babalola, University of Reading, United Kingdom

10-Bit, 1GS/S Time-Interleaved SAR ADC 
Shravan Kumar Donthula and Supravat Debnath, Indian Institute of Technology,
Hyderabad, India

Multichannel ADC IP Core on Xilinx SoC FPGA 
A. Suresh, S. Shyama, Sangeeta Srivastava and Nihar Ranjan, Product Development
and Innovation Center (PDIC), India

Ai4Truth: An In-depth Analysis on Misinformation using Machine Learning and Data Science 
Kevin Qu and Yu Sun, California State Polytechnic University, USA

Emotion Classification using 1D-CNN and RNN based On DEAP Dataset 
Farhad Zamani and Retno Wulansari, Telkom Corporate University Center,
Telkom Indonesia, Indonesia

A Fair Allocation Algorithm for Predictive Police Patrolling 
Isabella Rodas Arango1, Mateo Dulce Rubio1 and Alvaro J. Riascos Villegas1,2,
1Quantil, 2Universidad de los Andes

Modeling a 3G Mobile Phone base Radio using Artificial Intelligence Techniques 
Eduardo Calo1, 5, Gabriel Vaca1, Cristina Sánchez2, David Jines3, Giovanny Amancha3,
Ángel Flores3, Alex Santana G3 and Fernanda Oñate4, 1Carrera Electricidad, Instituto
Superior María Natalia Vaca, Ecuador, 2Carrera Mecánica Automotriz, Instituto
Superior María Natalia Vaca, Ecuador, 3Carrera Electrónica, Instituto Superior María
Natalia Vaca, Ecuador, 4Instituto Superior Tecnológico Pelileo-Baños, Ecuador, 5UNIR, Spain

Developing E-Learning System to Support Visual Impairment During Covid-19 Pandemic 
Piya Techateerawat, Thammasat University, Thailand