Vol 11 Issue 3 July 2023-September 2023

Abstract: In this study, the researchers focused on the design and development of “uTranscribe: An OCR and Voice-to-Text Transcriber using Long-Short Term Memory Algorithm” to address the existing gap in transcriber system availability. Additionally, the uTranscribe system was compared to other existing transcribing systems in terms of accuracy performance. The researchers followed the design science research methods for the research practice, incorporating the agile process for the system development. A comparative analysis of uTranscribe’s accuracy was performed based on Word Error Rate (WER) metric, comparing its result to the Word Error Rate (WER) baseline standard of transcription systems. A descriptive survey method was employed to assess its acceptability based on ISO IEC 25010 criteria with the evaluation conducted by IT experts and End Users. The study findings indicate that uTranscribe’s accuracy can be improve by increasing training time and incorporating additional datasets. Moreover, the study revealed positive result regarding the application’s usability, demonstrating excellent user experience and ease of learning for respondents. However, the system needs to enhance its portability, particularly its adaptability to different platforms. Based on the conclusions drawn, respondents provided several recommendations, including improving the system’s capability to recognize various accents in videos, incorporating a lasso tool for OCR snipping, implementing file validation during uploads, listing fonts recognized by the application, and making minor improvements to the user interface. Overall, this study contributes to the fields of OCR, Voice-to-Text technology, and supports the LSTM algorithm. It provides valuable insights that can guide future advancement in these technologies, with the end goal of enhancing the overall user experience when interacting with online content.

Keywords: OCR, Voice-to-Text Technology, LSTM Algorithm, ISO IEC 25010.

Title: uTranscribe: OCR and Voice-to-Text Transcriber using Long-Short Term Memory Algorithm

Author: Kyle Christian D. Hingpit, Dan Andrew B. Mendoza, Matthew Steven E. Ortiz, Allistair Gerard R. Vinoya, Jerian R. Peren

International Journal of Computer Science and Information Technology Research

ISSN 2348-1196 (print), ISSN 2348-120X (online)

Vol. 11, Issue 3, July 2023 - September 2023

Page No: 65-69

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Website: www.researchpublish.com

Published Date: 31-July-2023

Abstract: This article talks about the implementation of AI in network monitoring, its biggest advantages but also threats. It discusses in detail the history of the creation of the network and its forecasts, as well as the future in the field of protection, analysis, and improvement of services.

Keywords: network monitoring, AI, artificial intelligence, IT, internet, network.

Title: AI in the Network Monitoring

Author: Marek Zidek

International Journal of Computer Science and Information Technology Research

ISSN 2348-1196 (print), ISSN 2348-120X (online)

Vol. 11, Issue 3, July 2023 - September 2023

Page No: 60-64

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Website: www.researchpublish.com

Published Date: 27-July-2023

Abstract: This research explains a method of establishing a secure communication between a client and a server using a rotating key mechanism. The method comprises receiving a message requesting communication from a client, returning information for establishing communication to the client, including a set of cipher suites supported, receiving from the client one or more selected cipher suites from the set of cipher suites, sending rotation key mechanism attributes (RKM attributes) including a number of keys for rotation, a valid time period for each key, and a server criticality level and establishing communication between the client and server based on the rotation key mechanism attributes. The RKM attributes establish terms for key rotation when a valid time period of an active key elapses.

Keywords: Cryptographic Key Generation, RKM attributes, secure communication, key elapses.

Title: Cryptographic Key Generation for Logically Shared Data Stores

Author: Mashael Alsaleh, Abdullah Aldossary

International Journal of Computer Science and Information Technology Research

ISSN 2348-1196 (print), ISSN 2348-120X (online)

Vol. 11, Issue 3, July 2023 - September 2023

Page No: 58-59

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Website: www.researchpublish.com

Published Date: 26-July-2023

Abstract: During the last decades, the revolution of modern technology starts with rapid change, so the world becomes a tiny village through the development of communication means especially electronic information by using some ways to keep secret data also it is to be noted that encryption is a vital case in this area of our universe. However there is a fatal phenomenon represented by hackers in which by any way try to obtain the information and alters its texts In this case, the complex system in modern technology is insisting need to cope with saving information. So the use of coverage system is a prominent step to send unseen information by hiding it inside the sent media, for example, image, video and audio. The research focuses on the idea of saving the information or hiding the layers to prevent the hackers to steal the data.

Keywords: modern technology, electronic information, Steganography.

Title: Use a multi-level system for Steganography

Author: Hazim Salman Majeed, Yasir Ali Matnee, Ali Ahmed yaseen

International Journal of Computer Science and Information Technology Research

ISSN 2348-1196 (print), ISSN 2348-120X (online)

Vol. 11, Issue 3, July 2023 - September 2023

Page No: 46-57

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Website: www.researchpublish.com

Published Date: 26-July-2023

Abstract: Middleware platforms are key components that bridge the gap between heterogenous information systems and enable the flow of real time data between applications within and across organizations in order to achieve seamless and efficient business processes and data integrity. In the modern IT world, enterprises are adapting to digital transformation, and they are moving away from traditional on-promise services to cloud based services allowing them to outsource IT infrastructure, software and platforms via the Internet. This shift in businesses today results in an increasing demand to modernize middleware platforms, especially knowing that on-promise middleware platforms are not designed to address the need of such hybrid IT environments. In this paper, we provide a review of middleware modernization approaches and address the challenges and future opportunities of modernizing middleware platforms.

Keywords: Cloud Computing, Middleware, Integration platform as a service (IPaaS).

Title: Modernizing Middleware Platforms: Strategies, Challenges and Opportunities

Author: Afnan Alawami

International Journal of Computer Science and Information Technology Research

ISSN 2348-1196 (print), ISSN 2348-120X (online)

Vol. 11, Issue 3, July 2023 - September 2023

Page No: 42-45

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Website: www.researchpublish.com

Published Date: 20-July-2023

Abstract: The wide application of artificial intelligence technology in various fields provides new possibilities for workplace informatization and intelligence. At present, the problems of employment difficulties and bottlenecks of college students have become the main bottlenecks restricting the employment of graduates, so the development of college students' employment guidance system based on artificial intelligence technology is of great significance. This study aims to take urban rail transit related majors as an example, through analyzing the current situation of professional employment, designing and developing a college students' employment guidance system based on artificial intelligence technology to provide more intelligent and efficient career planning and employment guidance services for students of this major. The thesis firstly introduces the application of artificial intelligence technology in employment guidance, and specifically describes the way of using artificial intelligence to realize positive career planning and employment guidance. Then, through the analysis of the employment status quo of urban rail transit related majors, we understand the employment situation of the majors, and then design the employment guidance system for college students based on artificial intelligence. Finally, the performance of the system is evaluated through experiments as a way to verify the feasibility and practicality of the system. The experimental results show that the college students' employment guidance system based on artificial intelligence technology designed in this thesis can effectively provide accurate career planning and employment guidance services for students majoring in urban rail transit related majors, and has high practicality and feasibility.

Keywords:  artificial intelligence; college student career guidance; urban rail transit; major matching; data analysis.

Title: Development of an Artificial Intelligence-based Employment Guidance System for College Students--Taking Urban Railway Transportation-Related Majors as an Example

Author: Liu junwen, Ni weihao, Lu yancheng, Yang tianyi

International Journal of Computer Science and Information Technology Research

ISSN 2348-1196 (print), ISSN 2348-120X (online)

Vol. 11, Issue 3, July 2023 - September 2023

Page No: 31-41

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Website: www.researchpublish.com

Published Date: 13-July-2023

Abstract: In today’s modern society, computers, laptops, and other electronic devices are now a necessary tool for learning. Computers have provided countless learning resources and increased the accessibility and flexibility of education. Using the LPU-EIS, students who want to bring equipment will not have to worry about its registration anymore. It will be developed as a web-based equipment registration system that can be accessed on personal computers and mobile devices through a web browser in which students, college departments, campus offices, security staff, and LPU Property office will greatly benefit. Aside from personal equipment of students, the project will also be available to monitor the equipment or materials from the university. Employing features like RFID tagging, registration module for student’s equipment and LPU-owned equipment, and user account management for each user. The application was developed using the Notepad++ with HTML, CSS, and JavaScript as the main programming language with PHP and MySQL, on the Database. All graphical assets of the system were created using Adobe Photoshop. The researchers used Agile model as the software development life cycle. The ISO 25010 was used to evaluate the web-based system by thirty (30) End Users and ten (10) IT Experts with a total average mean of “3.52” and a Standard Deviation of “0.31”, interpreted as “Highly Acceptable.” The evaluation results proved that the application was valuable and effective for students and the university as a tool for securing their equipment and eliminating the hassle of manual equipment registration.

Keywords: Equipment Registration, LPU-EIS, LPU Property, RFID tagging, LPU-owned equipment, User Account Management.

Title: LPU EIS: Equipment Information System for Lyceum of the Philippines University - Cavite

Author: Jezreel Bernabe, Racel Colos, Nikko James De Leon, Chester Keith Garcia, Cayla Veronica Romero

International Journal of Computer Science and Information Technology Research

ISSN 2348-1196 (print), ISSN 2348-120X (online)

Vol. 11, Issue 3, July 2023 - September 2023

Page No: 7-30

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Website: www.researchpublish.com

Published Date: 12-July-2023

Abstract: In today’s world, carrying multiple cards by an individual to establish one’s identity and make different transactions has become an essential part of our lives’ routine. Several options have been adopted by various countries and every option has its pros and cons. However, it has been observed that in most cases, a single smart card solution has been preferred by users and organizations in some countries and Nigeria is yet to adopt it. This paper is mainly to study the Single smart card awareness, acceptability among Polytechnics students in Taraba State. The study adopted survey research design. Thus, two hundred (200) students were randomly sampled (from a population of one thousand six hundred) for the study. Two research questions guided the study. Data for the study was collected through a self-designed questionnaire. The data collected were analyzed using Arithmetic Mean and Standard Deviation. The findings of the study showed that many students go about with multiple cards without the awareness of single smart card technology, while others due to security challenges constrained the acceptability of a single smart card. The paper concluded that there is a need for awareness and training to familiarize users with the single smart card technology looking at its benefits and application outweighing it challenges. Also, the paper recommended among others that further research on the security of a single smart card should be carried out to enable users to accept and adapt to its functionality.

Keywords: Smart Card, Awareness, Acceptability, & Technology.

Title: AWARENESS AND ACCEPTABILITY OF SINGLE SMART CARD TECHNOLOGY AMONG STUDENTS IN FEDERAL POLYTECHNIC BALI, TARABA STATE

Author: Ariwa Rosemary Ngozi

International Journal of Computer Science and Information Technology Research

ISSN 2348-1196 (print), ISSN 2348-120X (online)

Vol. 11, Issue 3, July 2023 - September 2023

Page No: 1-6

Research Publish Journals

Website: www.researchpublish.com

Published Date: 04-July-2023