Visualization of Large Samples of Unstructured Information on the Basis of Specialized Thesauruses

Onykiy, Boris; Artamonov, Alexey; Tretyakov, E. V.; Ionkina, Kristina

doi:10.26583/sv.9.5.04

Cited by 4 publications

(4 citation statements)

References 0 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…An undirected graph approach was used to develop the visualization of the received data. The undirected graph approach allows the user to navigate between the graph's nodes through the edges of the graph, thus further mining the hidden relationships between the databases [21]. Kronemeyer, L. L. argues that explicitly saving innovations can largely facilitate the work of engineers and management workers and conducts a research analysis on identifying such patents.…”

Section: Related Researchmentioning

confidence: 99%

Construction of a linguistically interactive thesaurus for English second language acquisition based on an eigenvalue-fitting superiority algorithm

Li,

Zheng

2023

Applied Mathematics and Nonlinear Sciences

View full text Add to dashboard Cite

This paper completes the overall design of a linguistic interactive terminology database based on the characteristics of second language acquisition and terminology and completes the construction of the terminology database by combining a goodness-of-fit detection algorithm based on terminology eigenvalue extraction. The efficiency of terminology information recognition is analyzed and compared with the terminology conversion rate of the eigenvalue goodness-offit algorithm using a neural network learning model of long and short-term memory to optimize the performance of the terminology database. The metric approach's classifier performance evaluation metrics are used to compare the accuracy and recall of the two algorithms accurately. The results show that the accuracy of the fitted superiority classifier with the application of word eigenvalue embedding compared to the LSTM classifier for the classification of electric power terms is improved by about 11% in all categories, and the average accuracy of the classifier exceeds 76.5%.

show abstract

Section: Related Researchmentioning

confidence: 99%

Construction of a linguistically interactive thesaurus for English second language acquisition based on an eigenvalue-fitting superiority algorithm

Li,

Zheng

2023

Applied Mathematics and Nonlinear Sciences

View full text Add to dashboard Cite

show abstract

“…With existing software it is rarely possible to construct large graphs or have the ability to interact. However, with the correct construction, graphs enable a qualitative data analysis and identify both explicit and hidden relationships [2][3][4].…”

Section: Data Collection and Processingmentioning

confidence: 99%

Visualization of Graph-based representations for analyzing related multidimensional objects

Ulizko¹,

Antonov²,

Artamonov³

et al. 2020

Self Cite

View full text Add to dashboard Cite

The paper considers the task of analyzing complex interconnected objects using graphs. The subject of the research is such multidimensional object as a "politician". The paper presents the main methods of visualizing multidimensional data and the choice of data analysis is justified using graphs. An algorithm that enables to automate data collection on politicians was developed. One of the main methods of data collecting on the Internet is web scraping. Web scraping software may access the World Wide Web directly using the HTTP, or through a web browser. While web scraping can be done manually by a software user, the term typically refers to automated processes implemented using a software agent. The process of transition from an object of the "personality" type to its graph representation with various types of nodes and edges is described. The use of graphs enables to see various types of relationships, including mediate. The features of the used Gephi software for data analysis are presented. This methodology enables to change the attitude towards the analysis of multidimensional objects.

show abstract

“…In this paper, the automation of data collection and processing is achieved by developing a multiagent system (MAS). In general, an agent in information technology (a software agent) is a computer program that is activated on schedule or by request with 1126 Information Analysis Support for Decision-Making in Scientific and Technological Development some autonomy to perform specific tasks (Ananieva et al, 2015;Onykiy et al, 2017). In contrast with the classical method of problem-solving (searching for a deterministic algorithm that allows the best solution to be found), in multiagent technologies, the solution is obtained as a result of the interaction among many independent targeted software agents.…”

Section: Introductionmentioning

confidence: 99%

Information Analysis Support for Decision-Making in Scientific and Technological Development

Onykiy¹,

Antonov²,

Artamonov³

et al. 2020

IJTech

View full text Add to dashboard Cite

Visualization of Large Samples of Unstructured Information on the Basis of Specialized Thesauruses

Cited by 4 publications

References 0 publications

Construction of a linguistically interactive thesaurus for English second language acquisition based on an eigenvalue-fitting superiority algorithm

Construction of a linguistically interactive thesaurus for English second language acquisition based on an eigenvalue-fitting superiority algorithm

Visualization of Graph-based representations for analyzing related multidimensional objects

Information Analysis Support for Decision-Making in Scientific and Technological Development

Contact Info

Product

Resources

About