Social Informatics Journal
Social informatics journal prati globalni proces informatizacije društva i njegov uticaj na društvenu strukturu i društvene promene, kao i ulogu i položaj pojedinca u informatičkom društvu. Koordinacija razvoja društva i njegove globalne informatizacije je danas posebno važna tema jer od nje direktno zavisi prevazilaženja krize moderne civilizacije i njenog prelaska na put održivog i zdravog razvoja zasnovanog na ovladavanju i upravljanju informacijama i širokoj upotrebi novih znanja i tehnologija u svim sferama života. Osnovni ciljevi pokretanja Social informatics journal su identifikacija i analiza novih mogućnosti za razvoj čoveka i društva u novoj informacionoj realnosti, kao i novih pretnji i rizika za njihov život, koje već postoje ili mogu nastati u budućnost.
Momčilo Bajac, urednik
The Social Informatics journal focuses on the global process of informatization of society and its impact on social structure and changes, as well as the role and position of individuals in the information society. The coordination of society's development and its global informatization is a particularly crucial topic today. Overcoming the crisis of modern civilization and transitioning towards sustainable and healthy development depends directly on mastering and managing information and embracing new knowledge and technologies in all aspects of life. The main goals of the Social Informatics journal are to identify and analyze new opportunities for individual and societal development in the new informational reality, as well as to recognize and address potential threats and risks to their lives, both existing and emerging.
Faculty of Management, University UNION Nikola Tesla, Belgrade
Выпуски журнала
Статьи журнала
Text mining: Clustering using bert and probabilistic topic modeling
Статья научная
In order to find significant patterns and fresh ideas, free-form content is transformed into structured format using a process known as text mining or text data mining. It enables businesses to easily locate important information in texts like emails, social media posts, support requests, chatbots, and other sorts of text. Text mining enables businesses to anticipate possible threats from rivals, react quickly to production or delivery problems, and provide more individualised customer service. Businesses employ text mining for a range of functions, including production, IT, marketing, sales, and customer service. By carefully examining the phrases used in the source texts, topic modelling aims to pinpoint the recurrent themes in a corpus. These concepts are known as “topics”. As a result, textual data may be measured and used in quantitative analysis. In this sector, there are several subject modelling kinds that differ from one another based on a few unique traits and criteria. In our paper we have represented mainly 3 types of topic modelling techniques namely Latent Semantic Analysis (LSA), Hierarchical Dirichlet Process (HDP), and Latent Dirichlet Analysis (LDA) and calculated the coherence score of each method and compared them. And we have infused the concept of BERT with this topic modelling models and proposed a new model called HDP BERT and calculated the coherence Score and clusters the topics. At the end the n-grams features are applied to all 4 models and compared among each other in bases of uni, bi and trigram rate percentage.
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Creative industries in media studies
Статья научная
Creativity, as a concept, has existed long before the term “creative industries”. It was first used in 1994 in the Australian government’s strategy document “Creative Nation”. Namely, from the beginning of civilization, until today, human beings have been creative in the most diverse possible ways. Although one tends to associate this term with art, today it has a really wide application, from industrial, fashion, graphic design to creativity, which often “breaks” the routine of everyday life, which to a lesser or greater extent imposes very similar obligations on us. What has changed with the development of society and technology is that creativity today is to a large extent, in addition to the spiritual and artistic value which has for the individual, a sphere that can bring significant material profit to cities and countries, and as such is recognized as a special branch of industry. Therefore, this paper will discuss following topics: creative capital, creative class, Frankfurt school, portals, blogs, human, industrial and design.
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Blockchain technologies and the future of art
Статья научная
In this paper, we follow the position of art, artists and works of art with regard to the conditions in which the work of art is created, in an environment ruled by capitalist relations and the high-tech environment that accompanies them. The transition from analog to digital formats has opened new perspectives for artistic creation and distribution of works of art, but also problems related to copyright protection and fair monetization of works of art. The advent of blockchain technology, especially the Ethereum blockchain platform with open source technology and smart contracts, has enabled more efficient communication, distribution and monetization of artwork. The focus of this paper is especially narrowed on the emergence of NFT (Non Fungible Tokens) that can be carriers of the value of a work of art. They enable the uniqueness of the work to be maintained through controlled scarcity. We will present the ERC-721 standard, which enables the creation of NFT, as well as the first five leading platforms for placing NFT tokens on the blockchain through selected examples.
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Статья научная
This paper deals with the impact of transhumanism and the technologies of the Fourth Industrial Revolution on ethics and environment of the emerging society. Transhumanism, with its ideas of radical technological transformation of human being aiming at creating a new being – a hybrid form developed from the fusion of man and machine, with transhuman, as a transi-tional form, and posthuman, as the ultimate stage of the human-machine fusion, brings many controversies and radically affects the position and essence of the human being. The ethics of transhumanism is being manifested through the Fourth Industrial Revolution, which, based on new set of technologies, enables a radical transformation of the human being, requiring the necessity of a new approach to ethics, from the point of view of technological ethics. Technologies within the framework of 4IR bring new, hitherto unimagined challenges that require the entire global community to review current ethics and adopt new measures and tasks for the purpose of redefining, reorganizing and restructuring the relationship between humans and technologies, in the direction of preserving the stable, humanist, holistic sustainable development of human society.
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Balanced scorecard based approach in modeling a business intelli-gence system
Статья научная
This paper is a part of a wider research, the goal of which was to develop a model of strategic school management at the local and regional level in order to effectively manage schools. The proposed model is based on business intelligence, or advanced analytics of business performances that will enable timely, efficient and fair management of school resources, which the state has delegated to local governments.The performance management of schools should be based on financial and nonfinancial performance indicators. The balanced scorecard (BSC) may be a suitable method for that. This paper investigates the possibility of implementing balanced scorecard in the area of school management. The presented BSC model is developed for school management on local and regional level in Croatia. Defined are perspectives of BSC, strategic objectives and perfor-mance measures related to these objectives. The presented model is universally applicable. It is intended for founders - Local and Regional Administration in countries with similar legislation. For the application of the model any founder should enter realized values, master data and the scope of activities for its school system.
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Статья научная
Technological advancements and changes in the labor market require workers to continuously enhance their skills. Lifelong learning becomes a necessity in reality, and proposals in developed countries for returning to college after graduation open up new opportunities for acquiring new knowledge. Digital literacy, communication skills with both humans and robots, and understanding complex problems may become key skills for the 21st century. Jobs in the fields of medicine and technological innovation are expected to be in high demand. Furthermore, the digitization of society requires an increase in digital competences. These competences encompass not only computer literacy but also readiness for collaboration, quick problem-solving, and understanding of social relationships in a digital context. The paper “Lifelong Learning and Digital Competences in the Era of Industry 5.0: Keys to Success in the Future of Work” highlights the importance of continuous education and the development of skills necessary in the modern work environment, which is increasingly shifting towards Industry 5.0 and digital transformation.
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