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Automation of Information Technology System Infrastructure: An Improved Management Information System Productivity in the Higher Education Institutions
No full textInformation Technology (IT) automation is key to IT modernization. Higher education such as colleges and universities nowadays are facing a lot of challenges, specifically, in their operational processes. Aiming to advance in order to cope up and overcome these challenges with paper forms, E-mails, and spreadsheets or anything that is not automated may cause significant slowdowns and delays.
In line with this, IT automation can help reduce human errors, make things run smoothly in the higher education institutions, and with the help of their Management Information System (MIS) workforce it can be achieved. With IT automation MIS workforce must become even more productive, innovative, and involved in more complex activities in order to help cope with the increasing global competition and meet consumer demands.
The main objective of the study was to determine if automation of IT system infrastructure can improve MIS productivity in the Higher Education Institutions (HEIs). The current productivity and performance of the MIS workforce were evaluated based on the current level of automation that has been implemented in the academe. An assessment was made to determine if there is an increase in productivity with the automation implemented in the IT system infrastructure.
In order to find a solution to the problem stated, the data gathered was processed statistically using the following descriptive and inferential statistics: percentage, frequency distribution, mean, standard deviation, and lastly, Pearson correlation with Cramer’s V analysis. The gathered data were processed using SPSS at the CEU Center for Data Processing.
Findings showed the analysis of the relationship of IT system infrastructure management and MIS productivity in meeting the demands of the service level requirements and minimizing pressure on operational processes and routine administrative tasks. It can be concluded that the automation of IT system infrastructure can improve and increase the productivity of the MIS workforce of the HEIs.
This paper recommends that other researchers along the field can look into the conduct of similar studies that would highlight the automation of IT system infrastructure in improving the MIS productivity in the HEIs involving the whole Region 3 and throughout the country but with a bigger sample size. Moreover, HEIs can discuss and review the development program needed for the MIS workforce such as more seminars and training to keep them abreast with the latest technology and trends to increase performance and output in their daily tasks
Behavior Analysis of Convolutional Neural Network for Environmental Sound
No full textComputer recognizing environmental sounds is a challenging and complex problem for a machine and an emerging field of research. In this study, the Convolutional Neural Network (CNN) behavior was analyzed against the environmental sounds. The performance level of the Convolutional Neural Network in identifying the environmental sounds using the parameters that we defined yields an excellent overall accuracy of 96.8%. This gives the model an excellent accurate prediction in identifying the given environmental sounds in the area of machine learning. The lowest accuracy among the group is the door knock, but the accuracy of 95.00%, still considered excellent currently in the field, and thus its parameters are fit for the environmental sounds
A Comparative Analysis of Various Clustering Techniques for Sales Fraud Detection
No full textNowadays, sales fraud increasingly becomes common in our society. In this regard, sales fraud detection must be required to prevent such schemes in every organization. This paper deals with the implementation of various clustering techniques such as k-means, k-modes, hierarchical clustering, partitioning around medoids (PAM), and also the self-organizing map (SOM) techniques to efficiently analyze and detect the presence of sales fraud. The results of the comparative analysis state that the self-organizing maps can be used efficiently to detect sales fraud as compared with the other considered clustering techniques
Design of a Secured Multimedia Transmission Scheme over Heterogeneous Wireless Systems
No full textThe evolution of wireless technologies has paved the way for the massively increasing availability of multimedia content in all forms from the Internet. Wireless networks consist of heterogeneous and overlapping coverages of multiple access technologies. The transmission of multimedia contents in the open wireless network system such as the Internet will always be vulnerable to security threats and possible adversary attacks. This paper deals with the analysis and design of a robust transmission security scheme capable of protecting the handshake of devices over heterogeneous wireless systems. It incorporates the features of both symmetric and asymmetric encryption schemes to ensure and guarantee a secured multimedia content transmission
A Study on Various Learning Approaches towards u-Learning Development
No full textNowadays, learning has shifted from the traditional classroom-centered towards being learner-centered and oriented. Learning has evolved from the classic electronic learning (e-Learning) to mobile learning (m-Learning) and now towards ubiquitous learning (u-Learning). This paper deals with the study on the various approaches to learning to outline the significance of u-Learning in the present and in the near future generation. Various significant learning approaches such as computer-based learning, e-Learning, blended learning, distance learning, online and web-based learning, m-Learning, and u-Learning will be discussed to outline the u-Learning model based on the theory of connectivism
Bluetooth Range Expansion: Using Bluetooth Module and Arduino Microcontroller in Exchanging Messages
No full textBluetooth is a widely used technology in today’s mobile phones. It enables a device to communicate wirelessly without being in line of sight of another device, but Bluetooth has its own shortcomings, such as being only applicable between two Bluetooth-enabled devices at a time and its range being limited. Thus, this study aims to overcome these disadvantages by proposing a new innovation called Bluetooth range expansion that can pair two devices over a longer distance. The proposed Bluetooth range expansion utilizes two hardware devices, namely a Bluetooth module and a microcontroller, but the testing is limited to an open area. The level of acceptability of the prototype is also determined based on its design, functionality, and performance
A Study of the Multidirectional Dijkstra’s Algorithm in Solving the Shortest Route Problem
No full textThis study primarily aims to save priority routes for quick emergency response in all kinds of emergency systems using the Multidirectional Dijkstra’s algorithm. This is particularly focused on finding the shortest emergency route for a vehicle traveling from the starting node to its nearest possible destination. A fictional map will also be presented which was designed to simulate a process of Multidirectional Dijkstra’s algorithm. It sorts out the entire fastest route in the shortest amount of time that could travel multiple destinations, and then vary the destination in a short period of time. This study will benefit the government or emergency departments by giving them immediate solutions for emergency problems
Facebook Use as a Support for Academic Learning among College Students in Technological State Universities and Colleges
No full textThe main intent of this study was to explore how Facebook Groups impact the academic learning of undergraduate students. A mixed-method of research was applied in this study, in which the quantitative as a core component and the qualitative as supplemental. A sample of 590 college students of the selected State Universities and Colleges (SUCs) in Region VIII was the participants in this study. The researcher collected first the quantitative data and then the qualitative data were gathered second to elucidate, elaborate on, or explain the quantitative findings. The theory anchored on Cruz and Carvalho model for web 2.0 integrations that involves the constructivist, communication and collaboration tools that can be applied in the learning process and Technology Acceptance Model (TMA), to identify factors that may motivate these students to adopt Facebook for educational purposes. Results suggest that there is a significant relationship between the extent of students’ use of Facebook Groups with ease of use, the usefulness of Facebook Groups and academic performance. Furthermore, qualitative results revealed that Facebook Groups facilitate academic learning because it increases their productivity, motivation, and dissemination of information through sharing in school-related information
Online Support Management System for University of Antique
No full textThis paper discussed the development of an Online Support Management System to have a centralized system to support the information technology needs of every department of the University of Antique, in effect, to support the needs of the students. The system was developed using the modified Software Development Life Cycle Waterfall Model using six phases – Conceptualization, Technical Feasibility, Development, Pilot Testing, Creation of User’s manual, and Evaluation of Online Support Management System. Each phase must be completed before the next phase can begin and there is no overlapping in the phases.
The researcher anchors the study on Research and Development (R&D) which aims to create a new body of knowledge about existing products or processes, or the creation of an entirely new product. Unstructured interviews, document analysis, and modified survey-questionnaire adapted from ISO/IEC 25010: 2011 Systems and Software Quality Requirements and Evaluation (SQuaRE) - System and software quality models had been conducted for data collection.
The findings showed that three groups of the respondents were satisfied with the features and capabilities of the Online Support Management System and complied with the requirements or specifications based on ISO/IEC 25010: 2011 standards.
Though the respondents are satisfied with their evaluation of the developed Online Support Management System, the result revealed that there was a significant difference noted in the evaluations of the respondents. This result implies that the evaluation made by the three groups of respondents significantly differs from one another in terms of functional suitability, performance efficiency, compatibility, usability, reliability, security, and maintainability
Integrated Student Affairs and Services Information System
No full textInformation Technology (IT) is now the backbone of today’s modern world. It mostly converts conventional processes into electronic function wherein it gives more advantage, efficiency, and saves time. Normally, one of the Information Technology product is an Information System (IS). It supports a business function that uses advanced technology comprised of hardware, software, people, network, and data. As one of the information technologist practitioners, the proponents aimed to deliver an Information System to aid the target client. The conduct of the study was approved last August 2017 which marks the start of preliminary investigation and data gathering. The program was developed using web programming and the web server. Some of the modules were designed using bootstrap while others are purely conventional web programming. The system was tested and evaluated by 71 respondents with all acceptable results. The developed Information System was successfully implemented utilizing the Short Message Service (SMS) and Quick Response (QR)-code module which makes it unique to the Related Prior Arts. It was also recommended by some Information Technology Experts to make the system online, generally, allow bootstrap to every module to make it look better and merge modules that were related to a single function