Browsing 2022 by Title

An Abstractive Approach to Podcast Text Summarization

Thassim, Areefa (2022)

"Podcasts are a medium of entertainment becoming increasingly popular. When transcribed they are a rich source of data for natural language processing tasks. Podcasts are diverse in structure, are of varying length and ...

Ad hoc Reports Generating Chatbot from DB SQL queries by using Singlish Questions with NLP

Bebarende Guruge, Kasun (2022)

"Natural Language Processing is the intersection of linguistics, artificial intelligence and computer science and it uses in significant use cases in many domains. When it uses for enterprise level applications, it is a ...

Aspects identification and sentiment analysis for Sinhala & Romanized Sinhala social media comments in the telecommunication domain

Mahaliyanaarachchi, Kasun (2022)

In the modern context of the business world, the customer experience department is vital in any kind of business. The profit of the company highly depends on the customer experience optimization strategies followed by the ...

AuthDoc: Content based fingerprinting of physical documents for tamper detection

Atapattu, Hashani (2022)

Most of the important documents on a life of a person such as birth certificates, passports, license, school or academic certificates, cheques, bills, marriage certificates and many kinds of other certificates and assertions ...

Automatic content quality measurement of technical articles / blogs

Perera, Andrea (2022)

"The use of the internet is growing every day as technology advances. Technical articles/blogs are appealing to readers and researchers due to their ability to express a wide range of opinions and knowledge on a variety ...

Classification and diagnosis of Covid - 19 and pneumonia using deep learning approach

Epa, Sachini (2022)

"Covid19 can be introduced as the factor that changed the lifestyle and the pattern of modern people, the most. Since its emergence in late 2019 in Wuhan, China, the Covid- 19 virus has spread all around the globe ...

Cyberbullying text classification using deep learning

Rathnayake, Wathma (2022)

"Contributing to make the world a better place has always been one of my goals in life. As a researcher I explored my ways into machine learning and tried to find how I can identify harmful text content prior before ...

Detect hate and offensive speech (Sinhala / Romanization Sinhala Text) in social media

Senanayake, Udith (2022)

"Social media become a merge part of our lives. People more often use these platforms for various reasons. As these platforms create a cyber word for community different minded people join for these for various kind of ...

Detection and Categorization of Malicious URLs with a Deep learning Approach

Udugahapattuwa, Don Manula Ransika (2022)

"In this 21st century, the world is being digitized each and every day. The Covid pandemic made the digitization even faster through the use internet. Uniform Resource Locators abbreviated as URLs are publicly accessed ...

Detection of visitor expectations in the tourism industry using sentiment analysis during the COVID pandemic

Amaratunge, Lahiru (2022)

"The coronavirus disease 2019 (COVID-19) pandemic has had an unprecedented impact on the hotel industry, causing serious social and financial risks. The COVID-19 pandemic has had a negative impact on the hotel industry’s ...

Development of a Customer Creditworthiness Assessment tool using Predictive Analytics

Fernando, Santhushya (2022)

"All the banking and financial institutions recognize their credit borrowers as their biggest asset. Therefore, the decision made in lending credit to a customer should be done with proper care, such that the financial ...

Enhancing text - based causal inference of online reviews using machine learning approach

Sivaraj, Sahana (2022)

"Causal Inference combines methodologies of evaluating the causal impact of treatment along with outcomes influenced by confounders where they need to be measured. This concept is an important research area topic in ...

Face authentication with mask with a deep learning approach

Wickramasinghe, Buddhi W.L (2022)

"Most of the software systems build with layer of security and user authentication. Face authentication can be considered as one of the widely use biometric based security layer which is widely use in border and access ...

Forecasting Chronic Pesticide Poisoning using Pesticide Residues in Agriculture

Amunugama, Malmee (2022)

"Chronic pesticide poisoning is becoming a common threat to humans as food is one of the main basic human necessities regardless of gender, country, race, or ethnicity. Records of the World Health Organization states ...

Forecasting solar electricity generation using modelling

Daniel, Chrishanthan (2022)

"Our dependence on electricity is an ever-growing factor. As newer technologies and innovations reach the market, the consumption of energy in the form of electricity is expanding exponentially. On the other hand the cost ...

Intelligent radio listenership monitoring platform

Rodirgo, Suhash (2022)

"The ability of the media to successfully shape public opinion is undeniable. Radio has always been widely considered as a part of the mainstream media in Sri Lanka. It has been recommended to have a complete radio ...

Interpretation of Emoji Notations

Lekamge, Poshila (2022)

"Social media is an unavoidable technology which helps us to get connected with each other. Not only by sending text messages but also sharing thoughts and ideas can bring people together. Social media has been used for ...

Knowledge graph based question answering system

Patabendi, Thisari (2022)

"Answering natural language questions using a knowledge base is a crucial and difficult task with several applications in natural language processing and information retrieval. The majority of question-answering systems ...

Machine Learning Based Approach for Soldering Defect Identification in Electronic Manufacturing

Fernando, Muthunama Gonnage Dinuka Praneeth (2022)

"Inspection of soldering quality has been a vital process in the electronic manufacturing industry to improve yield, reduce cost of manufacturing and make sure product reliability and quality. Soldering defect identification ...

NLP Interface for CI/CD pipeline generation and Cloud Infrastructure Management

Perera, Sahan (2022)

"In the current world of Information technology there is a need for software applications to be deployed rapidly. With many tools available for Software Engineers and DevOps Engineer there is always pressure to know and ...

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