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Browsing by Author "Thelijjagoda, Samantha"

Browsing by Author "Thelijjagoda, Samantha"

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  • Aspect-based sentiment analysis on hair care product reviews 
    Kothalawala, Malki; Thelijjagoda, Samantha (Department of Industrial Management, Faculty of Science, University of Kelaniya, Sri Lanka, 2020)
    Nowadays, with almost everything being shared online, people are more verbal about their consumer experiences with products via reviews. Reviews can be vital for manufacturers to get insights into consumer opinions and ...
  • Automated Spelling Checker And Grammatical Error Detection And Correction Model for Sinhala Language 
    Goonawardena, Mithma; Kulatunga, Ashini; Wickramasinghe, Raveena; Weerasekara, Thisuraka; De Silva, Hansi; Thelijjagoda, Samantha (Department of Industrial Management, Faculty of Science, University of Kelaniya Sri Lanka, 2022)
    Sinhala is a native language spoken by the Sinhalese people, the largest ethnic group in Sri Lanka. It is a morphologically rich language, which is a derivation of Pali and Sanskrit. The Sinhala language creates a diglossia ...
  • Demystifying the concept of IoT enabled gamification in retail marketing: An exploratory study 
    Jayasooriya, Shalini; Alles, Tharindhie; Thelijjagoda, Samantha (Department of Industrial Management, Faculty of Science, University of Kelaniya, Sri Lanka, 2020)
    The retail landscape is evolving rapidly as firms embrace innovative technologies in an attempt to stay ahead of the aggressive competition prevalent within the industry. Gamification is one such innovative technology that ...
  • Designing of a Voice-Based Programming IDE for Source Code Generation: A Machine Learning Approach 
    Nizzad, A.R. M.; Thelijjagoda, Samantha (Department of Industrial Management, Faculty of Science, University of Kelaniya Sri Lanka, 2022)
    Humans are precise in recognizing natural languages and responding contextually unlike machines. However, speech recognition or Automatic speech recognition often refers to converting human speech or voice to textual ...
  • Detecting human emotions on Facebook comments 
    Chathumali, E.J.A.P.C.; Thelijjagoda, Samantha (Department of Industrial Management, Faculty of Science, University of Kelaniya, Sri Lanka, 2020)
    Human emotion detection plays a vital role in interpersonal relationships. From the early eras, automatic recognition of emotions has been an active research topic. Today, sharing emotions on social media is one of the ...
  • Healbot: NLP-based Health Care Assistant for Global Pandemics 
    Anushka, Shan; Thelijjagoda, Samantha (Department of Industrial Management, Faculty of Science, University of Kelaniya Sri Lanka, 2022)
    Since it was detected, coronavirus (also known as COVID-19) has become a worldwide epidemic. The surge in patients has made it challenging for hospitals and medical professionals to keep up due to the increasing number of ...
  • Machine translation system to convert Sinhala and English Braille documents into voice 
    Anuradha, K. Sasindu; Thelijjagoda, Samantha (Department of Industrial Management, Faculty of Science, University of Kelaniya, Sri Lanka, 2020)
    Reading Braille documents are a time-consuming and labor-intensive task. A blind person should touch every Braille letter by his or her fingers. Therefore, high sensitivity in fingers and memorizing every Braille letters ...
  • A Model to Manifest the Inadequacy of Awareness in Cyber Bullying among Adolescents and to Accent its Dire Need 
    Liyanage, Chamodi; Athauda, Kaushaka; Inali, Hesha; Silva, Rochana; Dunuwila, Vandhana; Thelijjagoda, Samantha (Department of Marketing Management, Faculty of Commerce and Management Studies, University of Kelaniya, Sri Lanka., 2021)
    Cyber bullying can be identified as the use of electronic communication to bully a person, typically by sending message intimidating or threatening nature. As a result of the anonymity that the internet may offer, cyberbullying ...
  • A modified cognitive complexity metric to improve the readability of object-oriented software 
    Jayalath, Thilini; Thelijjagoda, Samantha (Department of Industrial Management, Faculty of Science, University of Kelaniya, Sri Lanka, 2020)
    Complexity of software can be identified as a term which expresses the difficulty level of reading, understanding, maintaining and modifying the software. This helps to the quality improvement of the software and maintenance ...
  • A modified cognitive complexity metric to improve the readability of object-oriented software 
    Jayalath, Thilini; Thelijjagoda, Samantha (Department of Industrial Management, Faculty of Science, University of Kelaniya, Sri Lanka, 2020)
    Complexity of software can be identified as a term which expresses the difficulty level of reading, understanding, maintaining and modifying the software. This helps to the quality improvement of the software and maintenance ...
  • Sentiment classification of Sinhala content in social media 
    Jayasuriya, Pradeep; Ekanayake, Sarith; Munasinghe, Ranjiva; Kumarasinghe, Bihara; Weerasinghe, Isuru; Thelijjagoda, Samantha (Department of Industrial Management, Faculty of Science, University of Kelaniya, Sri Lanka, 2020)
    In this study, we focus on the classification of Sinhala social media sentiments into positive and negative classes for a particular domain (sports). We have employed machine learning algorithms and lexicon-based sentiment ...
  • A solution to overcome speech disorder of patients using Brain Neuron EEG Signals 
    Jayawickrama, J.A.D.T.; Thelijjagoda, Samantha (Department of Industrial Management, Faculty of Science, University of Kelaniya, Sri Lanka, 2020)
    Speech disorders are neurodevelopmental disorders such as Stuttering, Dysarthria, Dysphonia and Aphasia associated with left inferior frontal structural anomalies that involve repeating or prolonging a word, syllable or ...

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