Volume 11 Number 23 - 10th International Conference on Natural Language Processing (NLP 2021)

Volume 11, Number 23, December 2021

10^th 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

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 Liu^{1, 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 Çelik^{1, 2}, Ahmet HaydarÖrnek^{1, 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 Kechadi^4,5, 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

Developing E-Learning System to Support Visual Impairment During Covid-19 Pandemic

Piya Techateerawat, Thammasat University, Thailand

CS&IT Conference Proceedings

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

An Enhanced Machine Learning Topic Classification Methodology for Cybersecurity

Representation Learning and Similarity of Legal Judgements using Citation Networks

OptAGAN: Entropy-based Finetuning on Text VAE-GAN

Para-Social Interaction Analysis of Valentino Virtual Spokesperson based on Weibo Data and Search Popularity

Sign Language Recognition for Sentence Level Continuous Signings

Relation Extraction between Biomedical Entities from Literature using Semi- Supervised Learning Approach

Extraction of Linguistic Speech Patterns of Japanese Fictional Characters using Subword Units

An Adaptive and Interactive Educational Game Platform for English Learning Enhancement using AI and Chatbot Techniques

A Deep Learning Approach to Integrate Human-Level Understanding in a Chatbot

Morphological Analysis of Japanese Hiragana Sentences using the BI-LSTM CRF Model

Fake or Genuine? Contextualised Text Representation for Fake Review Detection

A Personality Prediction Method of WEIBO Users based on Personality Lexicon

ANEC: Artificial Named Entity Classifier based on BI-LSTM for an AI-based Business Analyst

One-Class Model for Fabric Defect Detection

GAN-Based Data Augmentation and Anonymization for Mask Classification

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)

Anime4You: An Intelligent Analytical Framework for Anime Recommendation and Personalization using AI and Big Data Analysis

Smart Tab Predictor: A Chrome Extension to Assist Browser Task Management using Machine Learning and Data Analysis

Handling Trust in a Cloud based Multi Agent System

A Daily Covid-19 Cases Prediction System using Data Mining and Machine Learning Algorithm

Airborne Software Development Processes Certification Review Strategy based on RTCA/DO-178C

Checklist Usage in Secure Software Development

Crystal: A Privacy-Preserving Distributed Reputation Management

Internet of Things (IoT): Data Security and Privacy Concerns under the General Data Protection Regulation (GDPR)

10-Bit, 1GS/S Time-Interleaved SAR ADC

Multichannel ADC IP Core on Xilinx SoC FPGA

Ai4Truth: An In-depth Analysis on Misinformation using Machine Learning and Data Science

Emotion Classification using 1D-CNN and RNN based On DEAP Dataset

A Fair Allocation Algorithm for Predictive Police Patrolling

Modeling a 3G Mobile Phone base Radio using Artificial Intelligence Techniques

Developing E-Learning System to Support Visual Impairment During Covid-19 Pandemic

10^th 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