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THE IMPACT OF DIGITALIZATION ON THE UNDERSTANDING OF
PARADIGM AND SEMANTICS
Isaeva Zera Tairovna
Lecturer Fergana State University.
Fergana, Uzbekistan.
https://doi.org/10.5281/zenodo.15043362
Abstract.
The article examines the impact of digitalization on the modern
understanding of paradigm and semantics in the context of the development of
information technologies and their integration into various spheres of human
activity. It analyzes how digital tools and platforms change traditional
approaches to knowledge and meanings, forming new models of communication
and presentation of information. The study addresses the issues of adaptation of
scientific and cultural paradigms in the context of a rapidly changing digital
landscape. In addition, the prospects arising from these changes and their
impact on educational systems, business processes and social interactions are
considered.
Key words:
digitalization, paradigm, semantics, information technology,
knowledge, communication, cultural changes, educational systems, business
processes, social interactions.
Digitalization, which permeates all aspects of life in the 21st century,
significantly affects the understanding of paradigms and semantics in various
fields, including linguistics, communication, and sociocultural processes.
Digital technologies lead to changes in traditional language paradigms, that
is, to structural and functional changes in language. For example, new forms of
expression associated with Internet culture, such as abbreviations, acronyms,
and emojis, are emerging. These changes affect the way we perceive and create
linguistic units, which can lead to more flexible paradigm systems based on
contextual use.
The information age, its dominance and expansion, and its impact on
society, culture, and even nature have led to many interpretations and
conclusions. M. Castells, [1.102] a well-known researcher of the impact of
information and communication technologies on socio-cultural changes in the
modern world, argues that it is difficult to assess the impact of informatization
on the culture of the network society due to its novelty. However, he emphasizes
that major changes are brewing. His attention is focused not only on the
technological aspects, but also on the cultural consequences of these
transformations. He supports the views of M. McLuhan, who argued that
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television threatens print culture by suppressing previous cultural forms.
Castells describes this risk as a transition from the “Gutenberg galaxy” to the
“McLuhan galaxy”.
Modern studies of informatization have divided scientists into two groups:
some see in this process signs of progress, pluralism and democratization of
society, while others emphasize the risks associated with information flows and
the dependence imposed by the global network.
Mythologization is one of the methods used by mass media, when some
facts are hushed up and others are emphasized in order to attract the attention
of the audience. Myth is a tool for influencing people's opinions and behavior,
which "combines notification, suggestion and prescription". [2.56]
Despite the threats posed by information influence, it is also important to
consider the positive aspects, because access to a variety of information has
become fast and broad, which has no analogues in the history of mankind. V.
Humboldt [3, p. 48] already in his time compared language with the national
spirit, introducing such concepts as “the spiritual strength of the people” and
“linguistic consciousness” into linguistics and philosophy. He was one of the first
to see language as a product of social development, changing under the influence
of socio-cultural conditions.
Mass communication involves the participation of a large number of people
united by a common goal or topic of discussion, using technical means of
communication. This interaction is usually an interactive process in which each
participant can express his or her opinion using the language means accepted in
a particular community. In the context of Internet communication, users create a
unique language based on specially designed symbols and signs transmitted
through computer systems.
Communication on the Internet also implies the formation of a certain
culture of behavior, which includes the corresponding speech practice.
Considering interpersonal communication on the Internet, the Russian linguist
T.V.Yudina [4., 36] notes the anonymous nature of such interaction, since the
participants, as a rule, do not know each other. The lack of personal contact and
the inability to convey one's emotions in words contribute to the fact that
emoticons are actively used in Internet communication - graphic symbols
depicting faces that help express feelings in electronic texts. These "smileys" act
as a means of conveying the attitude of one user to another, as well as the
assessment of various events and messages.
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In the cultural environment of the network, artificial words and expressions
are constructed that seem to be based on natural languages, but often use
metaphorical meanings and transform the forms of these words due to the
deliberate change of their spelling. Such distortions can manifest as
vulgarization, when letters are replaced, doubled, etc. Examples of this kind
include the so-called "Albanian language" and the jargon "padonkaff", where
expressions are distorted to create a new lexicon: "bukfa" instead of "letter",
"many bukaff" instead of "many letters", "krasafcheg" instead of "krasavchik"
and "dafai" instead of "daivai".
Digitalization also affects semantics, changing the meaning of words and
expressions depending on the context. For example, digital platforms facilitate
the accelerated emergence of neologisms, as well as the modification of existing
words. The meaning of Russian words can change depending on their use in
social networks, blogs or other forms of online content. This creates a need for
constantly updated dictionaries that would be able to reflect current semantic
changes. New words (neologisms) are actively formed in computer vocabulary.
One of the common methods is transliteration, as, for example, in the case of the
word "web" (from the English "web" - network), which has become the basis for
many derivatives: website, webmaster, etc. These words are closely related to
Internet technologies.
A significant portion of modern neologisms are of foreign origin. Examples
include "gadget" (from English "gadget" - device), "spam" (from English "spam" -
mass mailing of unwanted information) and "like" (from English "like").
The spread of the Internet and social networks has led to the emergence of
new words and abbreviations in online communication. Saving time is an
important factor in online communication, which contributes to the emergence
of such abbreviations as IMHO ("in my humble opinion") [5, p. 120]
The Russian language is constantly enriched with new words related to
digital technologies and the Internet. However, excessive use of neologisms can
lead to oversaturation of the language and, as a result, to its impoverishment.
In the digital age, context plays a key role in understanding meaning. For
example, on social media, the same message can be perceived differently
depending on the audience, platform, and even the time of publication. This
requires users to be intellectually flexible and culturally literate to correctly
interpret meanings, abbreviations, and slang.
Some modern researchers dispute the positive impact of digitalization on
the intellectual level of society. They argue that the Internet has a negative
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impact on reading skills, complicates analytical thinking and blurs the very
concept of "text". For a more in-depth analysis, let us consider the classical
linguistic definition of text and its transformation in the context of the modern
information environment. Traditionally, text is defined as a meaningful sequence
of symbolic units that has coherence and integrity [6, p. 120]. In addition to
these characteristics in scientific literature, semantic completeness, systemicity,
structure and communicativeness are added. However, the evolution of the
information space has given rise to new forms of texts that reflect such trends as
non-linearity, brevity, fragmentation, and interactivity. This has led to the
emergence of new terms such as "web text", "digital text", "text of a new nature",
"precedent text", "polycode text", and "creolized text". These new text formats
are characterized by hypertextuality, multimodality, fragmentation, active use of
infographics and augmented reality, where the effectiveness of impact often
prevails over the depth of meaning.
In the era of the information explosion and the growth of computing power,
new methods of text analysis and processing are emerging. Various techniques
for text analysis (semantic, morphological, syntactic), necessary both for
machine learning and for training students of all levels, including future machine
learning specialists, are becoming increasingly popular. As Kuznetsov, Bednyak
and Ponomareva note, text pre-processing is the most labor-intensive process,
including six key stages.
The first is tokenization (breaking the text into tokens: words, phrases,
symbols).
The second is removing stop words (function words, pronouns, numerals).
The third is stemming (reducing words to their root form, for example,
"jump", "jumps", "jumped" - to "jump").
The fourth is lemmatization (reducing words to dictionary form, for
example, "jumped" - to "jump").
The fifth is morphological tagging (determining the part of speech for each
word).
The sixth is extracting semantic information useful for sentiment analysis,
search, etc.
Antonov emphasizes that the use of such methods in education contributes
to a deeper assimilation of the material and effective reflection of what has been
read (for example, through concept maps). The integration of automatic text
processing systems into the educational process, which is especially relevant in
the modern innovative economy, contributes to the development of a
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competitive education system. Timchenko and Prokhorov note the importance
of electronic teaching aids and propose a new principle for automating their
creation, based on changing the internal content of electronic documents (rtf,
doc, html, txt) by analyzing user rules. This principle is constantly evolving, as
evidenced by the works of Buzhinskaya and Makarov, as well as Boldyreva and
Burdinsky.
Contemporary research in linguistics increasingly examines the impact of
digitalization on paradigms and semantics. Professors and researchers
emphasize the need to study new semantic changes and their implications for
communication and language in general, calling for a deeper understanding of
digital discourses. Modern education, both in the CIS countries and abroad, is
undergoing significant transformations due to the growing importance of
intercultural dialogue, the development of online learning, and the evolution of
software for creating multimodal texts. Appropriate tools are needed to
effectively organize the educational process and work with new text formats.
Standard Microsoft Office packages that allow you to create hyperlinks and
tooltips are available and widely recommended for didactic purposes (Gvozdev,
2020). To solve various problems of text analysis, Belov, Zrelova, Zrelov and
Korenkov suggest using the PROMT Analyser program, which is effective in
analyzing external resources (media, blogosphere) and implementing
educational technologies such as SEO copywriting and creating longreads.
Artificial intelligence tools such as Grammarly, PaperRater.com and ChatGPT are
used in automated checking of student written works in foreign languages. This
contributes to the emergence of new methods of working with text information.
Thus, in didactic practice, both various approaches to the analysis and automatic
processing of texts and simple, accessible software tools that facilitate work with
complex, multi-aspect text formats, including texts of a "new nature" are
successfully used.
Thus, digitalization radically transforms our understanding of the
paradigms and semantics of language, creating new challenges and
opportunities for research and practical use of language in different contexts.
This requires flexible approaches, innovative methods and interdisciplinary
collaboration to fully understand and describe linguistic changes in
contemporary society.
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