Informatics Institute of Technology: Recent submissions

  • Automated Mathematical Answering System for Ordinary Level Questions 
    Ainkaran, Biranav (2023)
    "In Sri Lanka, statistics show that every year nearly half of the students fail in their GCE O/L mathematics examination. GCE O/L determines their future hence every student must have enough knowledge in this subject. ...
  • Forcasta- Predicting Future Customer Transaction Trends 
    Kaludewa, Punsisi (2023)
    "Analyzing consumer transactional data is crucial for businesses to strengthen customer relationships and attain sustainability in a volatile market. Customer transaction predictions currently heavily depend on human ...
  • Computer Vision Based Motion Capture System 
    Alwis, Anushka (2023)
    "The current state-of-the-art motion capture systems utilize markers placed on actors, tracked by either cameras or wearable sensors. However, this technique has several drawbacks, including the high cost of hardware, the ...
  • Learning Socially Compatible Autonomous Driving 
    Jayawardana, Sanjula (2023)
    "In order to recognize and react appropriately to the driving intentions of human drivers, autonomous vehicles (AVs) must conduct extensive assessments. The inability of AVs to recognize the signs of cooperation offered ...
  • Personalized E-Learning Content Recommendation System 
    Alavudeen, Atheeque (2023)
    "In an increasingly digitized world, online education is continually evolving. Yet, personalizing content for individual learning styles remains a challenge. Our research presents an innovative approach to address this ...
  • Face Waves Cybernetic Poem Generator in Tamil Language Using Human Emotions 
    Parameswaran, Abishan (2023)
    "Emotions are a fundamental aspect of the human experience, and poetry has long been used as a means of expressing and exploring these emotions. However, not everyone is comfortable with or skilled at expressing their ...
  • Prediction Of Rare Genetic Diseases Using Facial Images 
    Kuganesan, Baveega (2023)
    "Medical research has a major problem because of the genetic data's explosive increase, especially when it comes to the early identification and identification of genetic illnesses. Facial images is one potentially ...
  • Croppy 
    Kalapuge, Sandaru (2023)
    Even though over 300 million people suffer from food insecurity, approximately 1.3 billion tons of agri-food will go to waste or be lost each year due to food supply chain inefficiency in the world. The total value of ...
  • Personalized E-Learning Content Recommendation System 
    Alavudeen, Atheeque (2023)
    "In an increasingly digitized world, online education is continually evolving. Yet, personalizing content for individual learning styles remains a challenge. Our research presents an innovative approach to address this ...
  • Transfer Learning for Facial Forgery Detection using Attention-based Neural Networks 
    Randika, Aruna (2023)
    "This paper discusses the problem of identifying artificially generated human-like faces that appear realistic due to advancements in AI technology. The challenge lies in detecting these images using specific parameters. ...
  • A Secure Firmware Over-The-Air Update Framework for Constrained IoT Devices 
    Zoysa, Navod (2023)
    "IoT devices have a wide range of applications in several different domains in the modern world mainly as wearables and used in smart cities to name a few. Due to their nature of being deployed in remote places it is ...
  • LogSense: Optimization of the DevOps Lifecycle Through Efficient Log Anomaly Detection and Root Cause Analysis 
    Jayasuriya, Lilan (2023)
    "Log anomaly detection and root cause analysis play a crucial role in the optimization of the DevOps lifecycle. However, existing methods struggle to efficiently handle the large volume and diverse formats of log ...
  • Container Distribution and Optimization 
    Gomez, Darren (2023)
    "Containerization technology, epitomized by Docker, has revolutionized software development and deployment by encapsulating applications and their dependencies into lightweight, portable containers. Efficient distribution ...
  • Muti-Modual approach of Procedural Level Generation 
    Dinuwara Gamage, Anuja (2023)
    "This thesis proposes a Multi-Modal approach for the combination of Procedural Level Generation (PLG) and Procedural Content Generation (PCG) to create more diverse and engaging game levels. PLG is a popular technique for ...
  • Grasal 
    Parameswaran, Niluja (2023)
    "Sales forecasts help businesses make better decisions based on future revenue, which will help them to Forecast likely profit or loss in a designated period. Aiming to discover competitive new products, sales forecasting ...
  • A Decentralized Approach for Verifying the Integrity of Web Resources 
    Ravindrakumar, Luxman (2023)
    "In the current digital age, the issue of digital resource authenticity has become one of increasing importance. This is due, in part to our reliance on the internet for information and resources as well as increasingly ...
  • Voluntary Turnover Prediction System for Tourism Industry with Special Reference to Hotel Industry in Sri Lanka 
    Karagampitiya, Nirmani (2023)
    "Sri Lanka is a popular tourist destination which attracts a high number of tourists. Tourism sector directly contributes 4.3% of Sri Lanka's Gross Domestic Product and ranks third in terms of country's foreign exchange ...
  • Human Count and Crowd Prediction in Public Transportation 
    Gunasekara, Shohan (2023)
    "The issue of overcrowding and uncertainty about transportation arrival times and crowd levels in public transportation causes people to seek alternative modes of transportation. To address this, our solution introduces ...
  • Impact of digital marketing on consumer acquisition of fashion retail outlets in Colombo 
    Welhena, Hasini (2023)
    "Digital advertising and marketing have passed off in retail developing through many approaches of purchaser desirability. Customers call for a new series weekly and a fresh keep look every time they input. In present-day ...
  • Factors affecting fashion brands’ awareness and marketing in the support of LGBTQ community 
    Mahawattage, Ganga (2023)
    "Inclusion of LGBTQ (Lesbian, Gay, Bisexual, Transgender, and Queer) in fashion marketing can be seen more prominent than ever as it’s a social call and more than just marketing. But this differ when it come sot the ...