The article is devoted to the development of an information model of vocational guidance, focused on the analysis of competencies using the k-nearest neighbors (k-NN) method. In this work, the method is used to assess the level of development of various professional skills and competencies among students, as well as to determine the compliance of these competencies with the requirements of specific professions. Carries out the process of collecting and processing data on competencies, as well as building models that help predict suitable professional activities for each person. Particular attention is paid to the possibilities of using k-NN to create personalized recommendations for choosing a profession based on existing functions and interests.
| Mualliflar | Шодмонов, Д.А. |
|---|---|
| Jurnal | Рақамли технологияларнинг назарий ва амалий масалалари |
| Nashriyot | ТАТУ Самарқанд филиали |
| ISSN | 2181-3086, 2181-3094 |
| Nashr sanasi | 2025-04-06 |
| Jild | 8 |
| Son | 1 |
| Betlar | 158-164 |
| Til | Ingliz |
| Ilmiy soha | Texnika |
| DOI | 10.62132/ijdt.v8i1.244 |
| Indeksga qo‘shilgan | 2026-08-26 |
DOI: 10.62132/ijdt.v8i1.244 · Maqolaning asl sahifasi
профессиональная ориентация, прогнозирование, метод, k-ближайших соседей, компетентность, информационная модель, профессиональная деятельность, классификация, модель специалиста, умение, навыки, знания, professional orientation, forecasting, method, k-nearest neighbors, competence, information model, professional activity, classification, specialist model, ability, skills, knowledge
| APA | Шодмонов, Д.А. (2025). Information model of professional guidance: analysis of competencies using the k-NN method. Рақамли технологияларнинг назарий ва амалий масалалари, 8(1), 158-164. https://doi.org/10.62132/ijdt.v8i1.244 |
|---|---|
| GOST (OAK) | Шодмонов, Д.А. Information model of professional guidance: analysis of competencies using the k-NN method // Рақамли технологияларнинг назарий ва амалий масалалари. – 2025. – T. 8, № 1. – P. 158-164. – DOI: 10.62132/ijdt.v8i1.244. |
| MLA | Шодмонов, Д.А. “Information model of professional guidance: analysis of competencies using the k-NN method.” Рақамли технологияларнинг назарий ва амалий масалалари, 8(1), 158-164, 2025. https://doi.org/10.62132/ijdt.v8i1.244 |
| Chicago | Шодмонов, Д.А. “Information model of professional guidance: analysis of competencies using the k-NN method.” Рақамли технологияларнинг назарий ва амалий масалалари, 8(1), 158-164 (2025). https://doi.org/10.62132/ijdt.v8i1.244 |
| Harvard | Шодмонов, Д.А (2025) ‘Information model of professional guidance: analysis of competencies using the k-NN method’, Рақамли технологияларнинг назарий ва амалий масалалари, 8(1), 158-164. https://doi.org/10.62132/ijdt.v8i1.244 |
| BibTeX | @article{article2025,
title = {Information model of professional guidance: analysis of competencies using the k-NN method},
author = {Шодмонов, Д.А.},
journal = {Рақамли технологияларнинг назарий ва амалий масалалари},
year = {2025},
volume = {8},
number = {1},
pages = {158-164},
doi = {10.62132/ijdt.v8i1.244},
url = {https://doi.org/10.62132/ijdt.v8i1.244}
} |
Boshqa maqola uchun iqtibos tayyorlash
This article proposes a conceptual approach to optimizing decision-making processes in Business Intelligence systems based on the Pareto-optimal approach and the concept of self-adaptive agents. Business Intelligence…
This article analyzes the vulnerabilities of the A5/1 stream cipher algorithm and proposes two new approaches to attack it. The first method is based on reconstructing the values of registers by analyzing the…
In this article, a comparative analysis of various materials used in the manufacture of antenna devices is carried out. During the analysis, the properties of traditional, composite, and metamaterials were studied, and…
Natural Language Processing (NLP) has witnessed remarkable advancements in recent years, driven by the development of sophisticated algorithms and models such as GPT-4, T5, and BERT. These models have revolutionized the…
The article considers the problem of forecasting changes in groundwater levels using numerical methods based on a three-dimensional nonlinear mathematical model. The model takes into account factors affecting the…
This study analyzes the efficiency of SHA (Secure Hash Algorithm) family algorithms depending on message length. The execution time of hashing processes for SHA-1 and SHA-2 (SHA-224, SHA-256, SHA-384, SHA-512)…
This paper provides a comprehensive overview of optimal methods and processes for recording, processing, and classifying electromyography (EMG) signals in the context of human movement rehabilitation. It begins by…
As one of the important parts of face recognition, face image segmentation has become a major focus of human feature recognition. In this paper, the AdaBoost algorithm and Gabor texture analysis algorithm are used to…
This paper analyzes two approaches to the prediction of cardiovascular diseases, which have a binary classification problem based on the same Cleveland benchmark and aim to identify the advantages of quantum computing…
This article presents a mathematical model and numerical algorithms for solving a three-dimensional fluid filtration problem in a porous medium, using the hydrodynamic process of in-situ leaching (ISL) as an example…
Рақамли технологияларнинг назарий ва амалий масалалари — barcha maqolalar · 2025-yil arxivi
Maqolada koʻchmas mulk savdolari uchun axborot tizimini qanday ishlatish va boshqarish, moliyaviy natijalari va tizimlarning foydalanishidagi imkoniyatlari koʻrib chiqilgan. Samarqand viloyatidagi qurilish maydonlar…
Ushbu maqola tahliliy koʻrinishga ega boʻlib, ta’lim tizimidagi mobil ilovalar sohasi tahlil qilingan. Afzalliklari va kamchiliklari, shuningdek, hozirda dunyo mobil bozorida ta’lim uchun yaratilgan mobil ilovalar…
This paper presents a cryptosteganographic approach, which involves the use of cryptographic mechanisms in order to eliminate the known shortcomings of steganographic protection. The proposed method demonstrates the…
This article examines the application of the Case-Based Reasoning (CBR) method in decision support systems for career choice. The relevance of the study is determined by the need to intellectualize career guidance…
This article examines compression as a meaning-oriented strategy in sign language translation and interpreting. Compression is understood not as arbitrary shortening, but as the selective reformulation of a source…
This study investigates the impact of Edge Computing on bandwidth utilization in Internet of Things (IoT)–driven Nigerian telecom networks. The rapid growth of IoT devices has significantly increased data traffic…
This article analyzes the scientific, pedagogical, and methodological foundations for the effective integration of national upbringing factors with modern global competencies in the context of continuous education…
This article addresses the problem of improving an adaptive traffic signal control algorithm at urban intersections by taking into account the dynamic characteristics of traffic flow. Fixed-time control under conditions…
Maqolada paxta xomashyosini yirik iflosliklardan tozalash jarayonida arrali baraban va kolosnikli panjara o‘rtasidagi o‘zaro ta’sirni takomillashtirish masalasi ko‘rib chiqilgan. Mavjud tozalagichlarda qo‘llaniladigan…
Maqolada paxta xomashyosini yirik va mayda iflosliklardan tozalash samaradorligini oshirishga qaratilgan ilmiy tadqiqotlar tizimlashtirilib, konstruktiv va texnologik omillarning o‘zaro ta’siri qiyosiy tahlil qilindi…