Mary Jane C. Samonte

ORCID: 0000-0001-9867-8722
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About
Contact & Profiles
Research Areas
  • IoT and Edge/Fog Computing
  • Sentiment Analysis and Opinion Mining
  • Technology Adoption and User Behaviour
  • Hand Gesture Recognition Systems
  • Big Data and Business Intelligence
  • Mobile Health and mHealth Applications
  • Augmented Reality Applications
  • AI in Service Interactions
  • Hearing Impairment and Communication
  • Advanced Text Analysis Techniques
  • IoT-based Smart Home Systems
  • Cloud Data Security Solutions
  • Context-Aware Activity Recognition Systems
  • Blockchain Technology Applications and Security
  • Educational Games and Gamification
  • Tactile and Sensory Interactions
  • Digital Marketing and Social Media
  • Assistive Technology in Communication and Mobility
  • Mobile Learning in Education
  • Gaze Tracking and Assistive Technology
  • Technology Use by Older Adults
  • Image Processing Techniques and Applications
  • Privacy, Security, and Data Protection
  • Digital Mental Health Interventions
  • Virtual Reality Applications and Impacts

Mapúa University
2010-2024

University of Makati
2024

Cornell University
2022

De La Salle-College of Saint Benilde
2022

Fordham University
2020

Technological Institute of the Philippines
2017-2018

In the recent years, one of underlying effects a growing population is environmental hazard. Of these problems, increasing amount trash most critical. As world's continues to rise at an unprecedented rate, waste management seen as effective solution mitigate issue. this project, Internet-of- Things were utilized design automatic segregation system. Specifically, we developed bin equipped with sensors, which can intelligently segregate system that provides monitoring report collection. Image...

10.1109/hnicem48295.2019.9072787 article EN 2021 IEEE 13th International Conference on Humanoid, Nanotechnology, Information Technology, Communication and Control, Environment, and Management (HNICEM) 2019-11-01

Chicken or poultry farms increase its production as the population in Philippines demanded more supply of food resources. The livestock is a billion-peso industry where many Filipinos are depending on. researchers pursued this delving to address need providing an updated technology, help farmers. This study tackles Poultry Management System, IOT system that automates process giving feeds and water animals. An Android application was developed set time, which user intends give chicken. Water...

10.1109/iciea49774.2020.9102040 article EN 2019 IEEE 6th International Conference on Industrial Engineering and Applications (ICIEA) 2020-04-01

10.1504/ijista.2025.10069608 article EN International Journal of Intelligent Systems Technologies and Applications 2025-01-01

E-learning has become one of the most extensively used electronic systems in field education. Despite its benefits, there are some capabilities and concerns that may have a negative impact on students’ performance. As result, personalized e-learning being developed, which adapt to users’ personality, knowledge, behavior, interests, or preferences. This will improve overall learning experience performance students. study created tested an system, called “Cybele” help students learn...

10.18178/ijiet.2023.13.6.1885 article EN International Journal of Information and Education Technology 2023-01-01

Multiple assistive technologies can help the deaf and mute such as speech-to-text, speech-to visual sign language. In this study, an offline mobile communication application is developed for deaf, hard of hearing, mute, person without disabilities. This be used a tool to break barrier between people disabilities deaf/mute. Both American Sign Language (ASL) Filipino (FSL) were applied in system that will intended users communicate their everyday activities. The called "BridgeApp" designed...

10.1109/ictc46691.2019.8939866 article EN 2021 International Conference on Information and Communication Technology Convergence (ICTC) 2019-10-01

Stress has become more prevalent among college students since the advent of Internet, where many suffer due to information overload. This a major problem as too much stress can lead anxiety, lack motivation, irritability, and depression. study aim develop virtual reality in mobile application that be used reduce concurrent class students. The design applications provides target users an immersive, environment help promote relaxation minimize alter stressful activities environment. developed...

10.1145/3404709.3404745 article EN 2020-06-05

Sarcasm is a special form of sentiment which defines as "a nuanced language in individuals say the opposite what implied". In this study, researchers collected 6,000 Tagalog tweets and English from microblogging site, Twitter, annotated it by linguistic experts. Tweets were classified using Naïve Bayesian, Support Vector Machine Maximum Entropy supervised machine learning algorithms to develop model. The study focused on sentence-level sarcasm detection that includes lexical, pragmatic,...

10.1145/3288155.3288172 article EN 2018-10-24

Special Education is an Educational Service provided by private or public schools that cater students with disabilities. Attention Deficit Hyperactivity Disorder (ADHD) a common behavioral disorder begins at infancy stage. But it can also develop during teenage state and even in adulthood. This study focused on providing interactive supplementary tool assisting ADHD children learning Mathematics, Language Basic Hygiene. gamified system was designed for Android mobile application of Level 1...

10.1145/3313950.3313966 article EN 2019-02-23

Social media allows people to instantly communicate and share information with each other in a public forum. Twitter is social website where compose short text messages (commonly known as tweets) which contains emotions feelings. Furthermore, considered be large repository of emotions, sentiments, moods. Prevailing studies show that analysis sentiments can done through machine learning. Algorithms, features, tools may use train model classify tweet. In this study, tweets includes different...

10.1145/3322645.3322657 article EN 2019-03-16

Urban gardening has taken the interest of people in Philippines. Due to several reasons, such as better quality produce, less expensive alternative, and with accessibility Internet, it been made possible for gain information they need equipment. The recent advancement dependence on Internet today, allowed development things (IoT). With IoT, is connect anything "cloud" using hardware a microcontroller units. Application this technology could be seen from agriculture, manufacturing, health...

10.1145/3322645.3322659 article EN 2019-03-16

One percent of the population is living with autism and Center for Disease Control Prevention (CDC) estimates more than one million Filipinos have since there no available statistics on prevalence currently in Philippines. The approach that assistive technology looks simply side its effectiveness utilization additionally dynamic to supply students additional custom- made learning experiences. paper concentrates designing developing a Filipino Based Mobile Learning Augmentative Alternative...

10.1145/3404709.3404747 article EN 2020-06-05

Medical records, which contains text, has been dramatically increasing everyday. This means that there is a greater need of analyzing health information in better way. And this can be done through document classification natural language applications. In study, we describe tagging patient notes with ICD-9 codes topical word embedding deep learning called EnHANs. We formulate paper as multi-label, multi-class problem to categorize the dataset 400,000 critical care unit medical records....

10.1145/3230348.3230357 article EN 2018-04-25

Pet ownership has become an interesting addition in the lives of Filipino families. Keeping domesticated pets been a practice around world and taking good care them is already part our humane culture. With advancement development Internet Things (IoT), can be done remotely. The use microcontrollers sensors, designed to connect Internet, made monitoring through mobile application. In developed system, researchers remote activated smart pet door, defecation pad, food water dispenser. project...

10.1145/3306500.3306570 article EN 2019-01-10

Social media allow the users to express and share their information, ideas opinions through social networking sites. Airline tweets are becoming popular used as dataset gauge concerns of customers. In this paper, researchers classified a tweet's polarity annotation using classifiers Naïve Bayesian, Support Vector Machine Random Forest develop model. The gathered local airlines concerning experience in services provided by Philippines. also determined sentiment tweet if it is positive,...

10.1145/3162957.3163029 article EN Proceedings of the 3rd International Conference on Communication and Information Processing 2017-11-24

The need in verifying online information is essential to identify the lines between fake news and factual information. Social media has become platform for digital production of articles. It can be found from various sources -- blogs social networking sites, or even forums. This indicates how potentially influence overall opinion masses. study aims create a model that categorizes editorial articles use different classifier determine its polarity through sentiment analysis. step first taken...

10.1145/3230348.3230354 article EN 2018-04-25
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