Search Results - "Rupasingha, Rupasingha A. H. M."
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Alleviating sparsity by specificity‐aware ontology‐based clustering for improving web service recommendation
Published in IEEJ transactions on electrical and electronic engineering (01-10-2019)“…The rapid development of the Internet in recent years has led to a vast increase in the numbers of Web services, which challenge users' capability to find…”
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Journal Article -
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Improving Web Service Clustering through a Novel Ontology Generation Method by Domain Specificity
Published in 2017 IEEE International Conference on Web Services (ICWS) (01-06-2017)“…In recent years, due to the growth of information on the internet, the number of available Web services has increased. Clustering Web services based on their…”
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Conference Proceeding -
3
Identifying complex causal patterns in students' performance using machine learning
Published in Technology, pedagogy and education (01-01-2024)“…Today, in every academic institution as well as the university system assessing students' performance, identifying the uniqueness of each student and finding…”
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Journal Article -
4
Improving Service Recommendation by Alleviating the Sparsity with a Novel Ontology-Based Clustering
Published in 2018 IEEE International Conference on Web Services (ICWS) (01-07-2018)“…Web service recommendation in an efficient and accurate manner has become a significant tool with information overload and an increasingly urgent demand to…”
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Conference Proceeding -
5
Sentiment analysis on google play store app users’ reviews based on deep learning approach
Published in Multimedia tools and applications (2024)“…Most people are tending to download or purchase apps, as a result of globally spreading technologies and smartphone usability. The Google Play Store app market…”
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Journal Article -
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Evaluation of Web Service Recommendation Performance via Sparsity Alleviating by Specificity-Aware Ontology-Based Clustering
Published in 2018 9th International Conference on Awareness Science and Technology (iCAST) (01-09-2018)“…With the development of information technology, considerable web services are published on the Internet rapidly in the last few years. It becomes a challenging…”
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Conference Proceeding -
7
A deep learning based approach for classifying tweets related to online learning during the Covid-19 pandemic
Published in Education and information technologies (01-05-2024)“…The majority of educational institutions around the world have switched to online learning due to the COVID-19 pandemic. Since continuing education has become…”
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Journal Article -
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Analysis of Web Service Using Word Embedding by Deep Learning
Published in 2018 9th International Conference on Awareness Science and Technology (iCAST) (01-09-2018)“…Service discovery is important issue when providing value-added services by composition. Existing approaches such as keyword or ontology matching have…”
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Conference Proceeding -
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Domain-aware web service clustering based on ontology generation by text mining
Published in 2016 IEEE 7th Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON) (01-10-2016)“…According to the growth of the Web, the number of Web services is increased rapidly and efficient Web service discovery has become an important and challenging…”
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Conference Proceeding -
10
Calculating web service similarity using ontology learning with machine learning
Published in 2015 IEEE International Conference on Computational Intelligence and Computing Research (ICCIC) (01-12-2015)“…The Web is a popular, easy and common way to propagate information today and according to the growth of the Web, Web service discovery has become a challenging…”
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Conference Proceeding Journal Article -
11
Human Stress Detection Based on Sleeping Habits Using Machine Learning Algorithms
Published in 2023 3rd International Conference on Advanced Research in Computing (ICARC) (23-02-2023)“…Stress is a mental or emotional state brought on by demanding or unavoidable circumstances, also referred to as stressors. In order to prevent any unfavorable…”
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Conference Proceeding -
12
Sentiment Analysis of Twitter Data on the Tourism Industry During the Covid-19 Pandemic
Published in 2023 3rd International Conference on Advanced Research in Computing (ICARC) (23-02-2023)“…In most countries, the tourist sector becomes one of the significant factors for economic change. When it comes to Sri Lanka, the country's economy has grown…”
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Conference Proceeding -
13
Machine Learning Approach for Discovering Successful Books Based on the Achievement of Award-Winning
Published in 2023 3rd International Conference on Advanced Research in Computing (ICARC) (23-02-2023)“…Many people are very interested in reading books. Some of them like to read books for various reasons like as a hobby or to learn something new. At present,…”
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Conference Proceeding -
14
A Comparative Study of Clustering English News Articles Using Clustering Algorithms
Published in 2022 International Research Conference on Smart Computing and Systems Engineering (SCSE) (01-09-2022)“…The news informs us of what is going on in the world. People nowadays read their interesting news on news websites. There are numerous categories of news. Each…”
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Conference Proceeding -
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A Comparative Study of Classifying English News Articles Using Machine Learning Algorithms
Published in 2022 Trends in Electrical, Electronics, Computer Engineering Conference (TEECCON) (26-05-2022)“…Mainly news helps people to identify, what happened around them. News is imperative as a social gathering space as well, subsequently, daily papers either…”
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Conference Proceeding -
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Predicting Employee Preference of Teleworking Using Machine Learning Techniques in the Post COVID-19 Period in Sri Lanka
Published in 2022 International Research Conference on Smart Computing and Systems Engineering (SCSE) (01-09-2022)“…Coronavirus Disease (COVID-19) is a new disease that has begun since December 2019. As COVID-19 continues to spread around the world, some governments around…”
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Conference Proceeding -
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Sentiment Analysis on Twitter Data Related to Online Learning During the Covid-19 Pandemic
Published in 2022 International Research Conference on Smart Computing and Systems Engineering (SCSE) (01-09-2022)“…With the outbreak of the Corona Virus Disease (COVID-19), nearly all educational associations throughout the world have been working tirelessly to supply…”
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Conference Proceeding -
18
Classifying Documents based on Formal and Informal Writing Styles using Machine Learning Algorithms
Published in 2022 2nd International Conference on Advanced Research in Computing (ICARC) (23-02-2022)“…With the advancement of the field of education, sufficient information needed for education and most important things has become available on the internet…”
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Conference Proceeding -
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A Comparative Study of Predicting Students' Academic Performance Using Classification Algorithms
Published in 2022 2nd International Conference on Advanced Research in Computing (ICARC) (23-02-2022)“…Depending on the different activities of the students, their target goals may change. There it is more important to identify the relation in their educational…”
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Conference Proceeding -
20
The Relationship between Job Skills and the Level of Job Availability in the Information Technology Industry: An Analysis of Information Technology Job Market
Published in Journal of Business and Technology (08-11-2022)“…According to the national statistics, the Information Technology (IT) industry provides massive rapidly growing strength of the workforce in Sri Lanka. When…”
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Journal Article