Norbert Forman

Mr. Norbert Forman


Research Focus & Metrics

Academic Career Length

4Years (2023-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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13 January 2023 in Electronics
Verified
Journal Article
Open access
PDF file
JUJózsef Udvaros
József Udvaros
NFNorbert Forman
Norbert Forman
SASzilárd Mihály Avornicului
Szilárd Mihály Avornicului
We present a solution based on blockchain technology and smart contracts for agile project management in light of the continuing transition in the software development industry. Due to the fact that these technologies are self-executing, customized, and impervious to tampering, they are considered to be crucial for the transition to a more efficient, transparent, and transactive payment gateway between major stakeholders. These major stakeholders will be able to communicate through smart contracts, which will act as a bridge between them. As part of their responsibility, they will make sure that all of the terms of the contract are met and acknowledged by all members of the team. As a result of our research, we propose a model in which payouts could be automatically enabled and penalties or grants could be introduced based on performance. If any changes were to be made to the contract in the future, all parties involved would be automatically notified. To maintain the development cycle, they should accept these changes as soon as possible. Because of this, the product owner and client are able to concentrate their resources on more profitable and productive tasks, without the need to monitor this aspect of agile project management. Our proposed model brings together different partners with the objective of successfully developing different IT projects by leveraging software engineering solutions such as smart contracts.

14 December 2024 in Electronics
Verified
Journal Article
Open access
PDF file
MAMihai Avornicului
Mihai Avornicului
Vasile Paul BresfeleanVasile Paul Bresfelean
Vasile Paul Bresfelean
SPSilviu-Claudiu Popa
Silviu-Claudiu Popa
NFNorbert Forman
Norbert Forman
Calin-Adrian ComesCalin-Adrian Comes
Calin-Adrian Comes
In this paper, we present a modular, high-performance prototype platform for real-time event extraction, designed to address key challenges in processing large volumes of unstructured data across applications like crisis management, social media monitoring and news aggregation. The prototype integrates advanced natural language processing (NLP) techniques (Term Frequency–Inverse Document Frequency (TF-IDF), Latent Semantic Indexing (LSI), Named Entity Recognition (NER)) with data mining strategies to improve precision in relevance scoring, clustering and entity extraction. The platform is designed to handle real-time constraints in an efficient manner, by combining TF-IDF, LSI and NER into a hybrid pipeline. Unlike the transformer-based architectures that often struggle with latency, our prototype is scalable and flexible enough to support various domains like disaster management and social media monitoring. The initial quantitative and qualitative evaluations demonstrate the platform’s efficiency, accuracy, scalability, and are validated by metrics like F1-score, response time, and user satisfaction. Its design has a balance between fast computation and precise semantic analysis, and this can make it effective for applications that necessitate rapid processing. This prototype offers a robust foundation for high-frequency data processing, adaptable and scalable for real-time scenarios. In our future work, we will further explore contextual understanding, scalability through microservices and cross-platform data fusion for expanded event coverage.

15 May 2023 in International Journal of Advanced Natural Sciences and Engineering Researches
Verified
Journal Article
Open access
PDF file
NFNorbert Forman
Norbert Forman
MAMihály Szilárd Avornicului
Mihály Szilárd Avornicului
SLSzabó László
Szabó László
The ability to identify and develop critical soft and hard skills is paramount for professionals seeking to excel in the Information Technology (IT) industry. A groundbreaking and systematic exploration of the essential soft and hard skills required for various IT roles is presented in this paper, along with a discussion of how collaborative dynamics influence their interconnection. In this study, we propose a novel model that explains the intricate relationships between these skills and how they impact performance within and across IT roles, based on a comprehensive analysis of existing literature, in-depth interviews with industry experts, and a large-scale survey of IT professionals. Our findings indicate distinct soft and hard skill requirements for each IT role, emphasizing the importance of a well-rounded skill set for effective collaboration and synergy. Moreover, our research reveals the dynamic nature of the IT sector, indicating a growing need for professionals who are capable of adapting and growing their skills as technology advances. As IT professionals, educators, and organizations strive to understand and develop the skills necessary to succeed in the industry, the proposed model serves as a valuable resource. Furthermore, our findings contribute to the ongoing discourse regarding the future of work in IT, providing insights into the evolving nature of skills and roles, as well as the critical connections that drive innovation and progress.

15 May 2023 in International Journal of Advanced Natural Sciences and Engineering Researches
Verified
Journal Article
Open access
PDF file
MAMihály Szilárd Avornicului
Mihály Szilárd Avornicului
NFNorbert Forman
Norbert Forman
LSLászló Szabó
László Szabó
Small and medium-sized enterprises play a decisive role in increasing the competitiveness of the economy. The European Union strives to create a favorable business environment for them. Considering either Romania or Hungary, more than 94% of the entire corporate sector is made up of small and medium-sized enterprises. In our century, computer technology seeped into the Internet almost unnoticed. The innovations brought by computer technology have a great impact on businesses as well. The focus of the study is an (internet) strategy that provides new opportunities for small and medium-sized enterprises. Today, we can almost say that there is no separate "Internet strategy", just simply strategy, since computing technology is everywhere, it is difficult to separate it from sales, marketing and other company functions. The corporate strategy defines the company's (organization, enterprise) long-term (shorter-term, depending on market conditions) goals, the methods, tools, and opportunities necessary to achieve them, which determine its scope of operation. Related to this is the process of strategic planning, which considers, evaluates and decides on the programs and projects that must be implemented in order to achieve the set goals. The corporate strategy is the set of concepts that designate the company's long-term goals, allocate resources to the goals to the extent necessary to achieve them, determine the directions of development, and the framework for the realization of the goals. In a fortunate case, the strategy is based on the company's core values, it is in line with the company's mission, i.e. the mission, the company's self-definition in the present, and the company's vision, the company's future self-definition. The majority of company managers do not see the different cloud services as well-founded and risk-free enough to use them to meet the company's needs. In the study, we review the various cloud services, as well as their challenges and opportunities for small and medium-sized enterprises.