Machine learning and expert judgement: analyzing emerging topics in accounting and finance research in the Asia–Pacific

CW Cai, MK Linnenluecke, M Marrone, AK Singh - Abacus, 2019 - Wiley Online Library
In this paper, we focus on the question to what extent machine learning (ML) tools can be
used to support systematic literature reviews. We apply a ML approach for topic detection to …

Relational-situational method for text search and analysis and its applications

GS Osipov, IV Smirnov, IA Tikhomirov - Scientific and Technical …, 2010 - Springer
A relational-situational method for analysis of natural language texts is outlined based on
the theory of communicative grammar of the Russian language and the theory of …

Detection of current research directions based on full-text clustering

A Shvets, D Devyatkin, I Sochenkov… - 2015 science and …, 2015 - ieeexplore.ieee.org
The paper provides an overview of systems for scientometric analysis and considers
methods for identifying current research directions. The new method for research directions …

Information retrieval for R&D support

G Osipov, I Smirnov, I Tikhomirov, I Sochenkov… - Professional Search in …, 2014 - Springer
Research and development (R&D) involves not only researchers but also many other
specialists from different areas. All of them solve a variety of tasks that require …

Метод сравнения текстов для решения поисково-аналитических задач

ИВ Соченков - Искусственный интеллект и принятие решений, 2013 - elibrary.ru
В работе предложены модель текста и метод сравнения текстов, предназначенные
для решения поисково-аналитических задач. В отличие от известных подходов метод …

Assessing theme adherence in student thesis

MM Tikhomirov, NV Loukachevitch… - Komp'juternaja Lingvistika …, 2019 - elibrary.ru
In this paper we study approaches to assessing the quality of student theses in pedagogics.
We consider a specific subtask in thesis scoring of estimating its adherence to the thesis's …

Training datasets collection and evaluation of feature selection methods for web content filtering

R Suvorov, I Sochenkov, I Tikhomirov - Artificial Intelligence: Methodology …, 2014 - Springer
This paper focuses on the main aspects of development of a qualitative system for dynamic
content filtering. These aspects include collection of meaningful training data and the feature …

Context-Aware Untuk Natural Language Processing Services Menggunakan Service Oriented Architecture

AA Sembada - 2023 - dspace.uii.ac.id
Berkembangnya era industri 4.0 dan big data membuat Natural Language Processing
banyak dibutuhkan terutama saat melakukan preprocessing data. Dengan adanya Natural …

Искусственный интеллект и принятие решений

АС Соченкова, ИВ Соченков, АВ Вохминцев - mathnet.ru
В работе предложены модель текста и метод сравнения текстов, предназначенные
для решения поисково-аналитических задач. В отличие от известных подходов метод …

Methods for assessing theme adherence in student thesis

M Tikhomirov, N Loukachevitch, B Dobrov - Text, Speech, and Dialogue …, 2019 - Springer
In this paper we study approaches to assessing the quality of student theses in pedagogics.
We consider a specific subtask in thesis scoring of estimating its adherence to the thesis's …