Papers by Arnold Dela Cruz
Zenodo (CERN European Organization for Nuclear Research), Jul 31, 2022
Student dropout is one of the challenges commonly encountered by learning institutions. It has be... more Student dropout is one of the challenges commonly encountered by learning institutions. It has been a problem and several studies have been conducted to know the reasons for dropping out to craft solutions appropriate and contextualized to different types of learning institutions. This study seeks to determine the dropout rates of the Bachelor of Science in Information Technology students in a state university in Nueva Ecija, Philippines during the Academic Year 2020-2021. The study was conducted in time of the coronavirus 2019 pandemic to understand the reasons of the IT students for dropping out. Descriptive research design was used in this study and statistical treatment such as frequency and percentage distributions were used to quantitatively describe the data. Results revealed that there is a 10.79% decrease in enrollment from the first semester during the second semester of Academic Year 2020-2021, majority of the students who have not enrolled are from the first year level, and the three major reasons why student-respondents decided to stop schooling are (1) availability of resources, (2) financial difficulties, and (3) conflicts with their work schedules. Researchers suggest that to lessen the number of student dropouts, instructors are encouraged to motivate their students, especially those in the first year level to continue their studies and strive to excel in their chosen program. Also, the guidance and counseling office of the college may craft programs and activities to boost the interest of the students to study hard amidst the challenges they encounter. Lastly, the students may be informed and introduced to different financial assistance such as scholarships available in the university.
Detection of Rice Planthopper Using Image Processing Techniques
2023 International Conference on Disruptive Technologies (ICDT)
The Feasibility of Offering Bachelor of Science in Entertainment and Multimedia Computing (BSEMC) using SWOT Analysis
Zenodo (CERN European Organization for Nuclear Research), Jan 31, 2022
The research has been conducted to examine the feasibility of offering a Bachelor of Science in E... more The research has been conducted to examine the feasibility of offering a Bachelor of Science in Entertainment and Multimedia Computing, one of the Commission on Higher Education (CHED) priority courses according to [1] and in keeping with the University's mission and vision. In Nueva Ecija, questionnaires were delivered to senior high school students, and interviews were performed with corporate companies. The data was analyzed using the SWOT Analysis approach to establish the course's competitiveness and cost. According to the survey findings, many graduating senior high school respondents consider BSEMC as a college course. Some of the reasons mentioned by respondents are free tuition, proximity to their home, the University's outstanding reputation, demand for the degree, and a high percentage of employability soon after graduation. A questionnaire and interviews were used as the primary instruments in this study, including selected high schools in Nueva Ecija and several commercial entities. It also used SWOT analysis to determine the course's competitiveness and attractiveness. The amount of senior high school students who replied favorably to the questionnaire reveals that student-respondents are interested in enrolling in the BS in Entertainment and Multimedia Computing program. Demand for the course, the low cost of education, employment after graduation, and the University's strong reputation are all factors. The University's strength is based on its vision, purpose, goals, objectives, and CHED standards such as faculty qualifications and available facilities. Limited educational offerings and reliance on government scholarships are two internal flaws. This contributes to the industry's human resources shortage even more. As a result, offering entertainment and multimedia computing is necessary.
The QUEST: Journal of Multidisciplinary Research and Development
This study is a brief analysis of the survival rate of students taking up MSIT from NEUST Graduat... more This study is a brief analysis of the survival rate of students taking up MSIT from NEUST Graduate School. This was conducted in August 2020 to determine students’ survival trend while at the same time probing on the possible factors underlying such trend as basis for planning. Specifically, this was conducted to determine 1) the survival trend of students enrolled in the program, and 2) the reasons behind the trend, as well as to identify appropriate course of action that may be recommended based on the results of the analysis. Survival rate was computed based on Cohort’s computations, which is T1 over T2 multiplied by 100 while the data for the second objective were taken from the participants responses to the question “Why did you not continue your MSIT studies”. Participants in the study were students enrolled for the first time in the program from 2015 to 2019. They were purposively chosen on the basis of their not continuing their MSIT course. Out of the target 175 students, o...
International Journal of Computer Science and Information Technology
This study used the Rapid Application Development (RAD) Methodology ensured that the phases in sy... more This study used the Rapid Application Development (RAD) Methodology ensured that the phases in system development are done in the software building process. A prototype was developed that is used in the pilot implementation and a questionnaire has been distributed to the respondents to gather the information that can be used to determine if the functions of the system can benefit the owner/user. The findings revealed t that the system requires functional requirements such as; the user must be computer literate and knowledgeable on how the security system works, the location must have a Telecommunication signal and USB dongle must have loaded. Non-functional requirements such as; easy to use and high cost but can be useful; Hardware and Software Requirements with the latest version of the software with the help of computers that has higher specifications that the user/homeowner requires to have a user account to access and operate the system the system has good technical performance ...
Fire and Motion Early Warning Device: Its Design and Development
International Journal of Engineering and Manufacturing, 2021
A Feasibility Study on Offering Bachelor of Science in Data Science and Analytics
In this present era, data has become a powerful and vital component of emerging technologies, esp... more In this present era, data has become a powerful and vital component of emerging technologies, especially in the digital economy. Innovations and advancements in this digital economy and other sectors can be attributed and associated with data studies. Thus, the field of Data Science and Data Analytics has dramatically evolved over the last decade and continuously gaining popularity, particularly in Information Technology. In Philippine education, the Commission on Higher Education has formulated draft guidelines for B.S. Data Science and Analytics Program recognize the need to produce a future ready generation that can answer the needs of the industry's economic trends and domains. In line with this, the College of Information and Communications Technology of the Nueva Ecija University of Science and Technology proposes opening a new program: Bachelor of Science in Data Science and Data Analytics. A feasibility study is an essential tool to assess the viability of the proposed program. The objectives of this feasibility study are to identify if there is a significant demand of the program based on stakeholders' responses. Provide analysis of the feasibility in opening the proposed program under the College of Information and Communications Technology. And provide a comprehensive reference, including faculty line up, curriculum design, curriculum map, and course description. The descriptive method was used for this study. A questionnaire and interviews were used as the primary instruments. The involvement of the stakeholders (students in public and private schools, parents, industry professionals and academicians) make this study possible. Using important files and papers from the College, a SWOT Analysis was conducted to investigate and determine the program's competitiveness and/or attractiveness. The result reveals that many student respondents are interested in enrolling in the B.S. in Data Science and Analytics program. The demand for the course, employability, low financial cost for enrollment, and the university's strong reputation are some of the iterated factors observed among the respondents. The SWOT analysis enumerates the strengths, weaknesses, opportunities, and threats findings in the program. The offering of a Bachelor of Science in Data Science and Data Analytics is deemed necessary to produce a future-ready generation of data scientists that will fill the industry's need.
International Journal of Innovative Science and Research Technology, 2021
In this present era, data has become a powerful and vital component of emerging technologies, esp... more In this present era, data has become a powerful and vital component of emerging technologies, especially in the digital economy. Innovations and advancements in this digital economy and other sectors can be attributed and associated with data studies. Thus, the field of Data Science and Data Analytics has dramatically evolved over the last decade and continuously gaining popularity, particularly in Information Technology. In Philippine education, the Commission on Higher Education has formulated draft guidelines for B.S. Data Science and Analytics Program recognize the need to produce a future ready generation that can answer the needs of the industry's economic trends and domains. In line with this, the College of Information and Communications Technology of the Nueva Ecija University of Science and Technology proposes opening a new program: Bachelor of Science in Data Science and Data Analytics. A feasibility study is an essential tool to assess the viability of the proposed program. The objectives of this feasibility study are to identify if there is a significant demand of the program based on stakeholders' responses. Provide analysis of the feasibility in opening the proposed program under the College of Information and Communications Technology. And provide a comprehensive reference, including faculty line up, curriculum design, curriculum map, and course description. The descriptive method was used for this study. A questionnaire and interviews were used as the primary instruments. The involvement of the stakeholders (students in public and private schools, parents, industry professionals and academicians) make this study possible. Using important files and papers from the College, a SWOT Analysis was conducted to investigate and determine the program's competitiveness and/or attractiveness. The result reveals that many student respondents are interested in enrolling in the B.S. in Data Science and Analytics program. The demand for the course, employability, low financial cost for enrollment, and the university's strong reputation are some of the iterated factors observed among the respondents. The SWOT analysis enumerates the strengths, weaknesses, opportunities, and threats findings in the program. The offering of a Bachelor of Science in Data Science and Data Analytics is deemed necessary to produce a future-ready generation of data scientists that will fill the industry's need.
Cases of theft and robbery of computers, CCTV equipment, and LCD projector have become more frequ... more Cases of theft and robbery of computers, CCTV equipment, and LCD projector have become more frequent in schools. In addition, fire hazards are great threat to educational institutions where expensive learning materials are kept. Such incidents could be lessened and avoided if schools are equipped with appropriate security systems capable of monitoring and informing people about the coming possible danger. Thus, the development of Fire and Motion Early Warning Device (FMEWD) is timely and relevant. FMEWD consists of a website and interconnected devices and sensors intended to provide an efficient and effective warning system for preventing incidents relating to fire, smoke, and intrusion within an office. Upon detection, the system automatically sends an email and SMS to registered users. This study used the Agile Development Model which allows features to be delivered quickly and more frequently with higher levels of predictability. Evidently, the integration of different technologies conceptualized by the researcher addresses the pressing security concerns faced by educational institutions like NEUST.
Journal of Computer and Communications
Tuberculosis remains an important problem in public health that threatens the world, including th... more Tuberculosis remains an important problem in public health that threatens the world, including the Philippines. Treatment relapse continues to place a severe problem on patients and TB programs worldwide. A significant reason for the development of decline is poor compliance with medical treatments. The objectives of this research are to generate a predictive data mining model to classify the treatment relapse of TB patients and to identify the features influencing the category of treatment relapse. The TB patient dataset is applied and tested in decision tree J48 algorithm using WEKA. The J48 model identified the three (3) significant independent variables (DSSM Result, Age, and Sex) as predictors of category treatment relapse.
Journal of Computer and Communications
This study utilized Data Envelopment Analysis (DEA) in assessing the efficiency of health center ... more This study utilized Data Envelopment Analysis (DEA) in assessing the efficiency of health center in tuberculosis (TB) treatment. Assessing the efficiency of health center treating TB is a vital and sensitive topic, because there is a cumulative amount of public funds devoted to healthcare. In this research, a DEA model has been correlated to evaluate and assess the efficiency of 17 health centers. The researchers selected the health budget and the number of health workers as input variables likewise, the number of people served, number of TB patients served, and TB patients treated (%) as output variables. Based on the result of the study, only five (5) health centers out of seventeen (17) have 100% efficiencies throughout the 2 years period. It is recommended that other health centers should learn from their efficient peers recognized by the DEA model so as to increase the overall performance of the healthcare system. Likewise, health centers should integrate Health Information Technology to deliver healthier care for their patients.
Open Journal of Social Sciences
Predicting the outcome of treatment among TB patients is a big concern of the Department of Healt... more Predicting the outcome of treatment among TB patients is a big concern of the Department of Health. Data mining in health care system can be used for decision making. The most widely used for data exploration is decision tree based on divide and conquer technique. The objectives of this article are to create a predictive data mining model for TB patient category to find the relapse treatment and to classify the factors influencing the relapse treatment to provide assistance, guidance, and appropriate warning to TB patients who are at risk. The dataset of TB patient records is verified and applied in CHAID classification tree algorithm using SPSS Statistics 17.0. The classification tree model identified the set of two statistically significant independent variables (DSSM Result, Age) as predictors of patient category.
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Papers by Arnold Dela Cruz