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Research Anthology on Implementing Sentiment Analysis Across Multiple Disciplines
IGI Global, 2022.
Editor-in-chief: M. Khosrow-Pour
Under the general editorship: S. Clarke, M. Jennex, A. Anttiroiko
The rise of internet and social media usage in the past couple of decades has presented a very useful tool for many different industries and fields to utilize. With much of the world’s population writing their opinions on various products and services in public online forums, industries can collect this data through various computational tools and methods. These tools and methods, however, are still being perfected in both collection and implementation. Sentiment analysis can be used for many different industries and for many different purposes, which could better business performance and even society.
The Research Anthology on Implementing Sentiment Analysis Across Multiple Disciplines discusses the tools, methodologies, applications, and implementation of sentiment analysis across various disciplines and industries such as the pharmaceutical industry, government, and the tourism industry. It further presents emerging technologies and developments within the field of sentiment analysis and opinion mining. Covering topics such as electronic word of mouth (eWOM), public security, and user similarity, this major reference work is a comprehensive resource for computer scientists, IT professionals, AI scientists, business leaders and managers, marketers, advertising agencies, public administrators, government officials, university administrators, libraries, students and faculty of higher education, researchers, and academicians.
Chapters
Elizaveta Fainshtein, Serova E., , in: Research Anthology on Implementing Sentiment Analysis Across Multiple Disciplines.: IGI Global, 2022. Ch. 57 P. 1101–1118.
This chapter discusses the sentiment classification of text messages containing customer reviews of an
online restaurant service system using machine-learning methods, in particular text mining and multivariate
text sentiment analysis. The study determines the structure of value proposition factors based
on online restaurant reviews on TripAdvisor, collecting information on consumer preferences and the
restaurant services in St. Petersburg (Russia) ...
Added: August 3, 2022
Lev Pyatko, Sergey Aksenov, Regular and Chaotic Dynamics 2026 Vol. 31 No. 5 P. 794–813
In the circular restricted three-body problem, families of periodic and quasi-periodic orbits exist in the vicinity of the libration points and are of significant interest for practical applications. This work presents a neural network-based algorithm for orbit construction and station-keeping, applicable to both periodic and quasi-periodic orbits near collinear libration points. The method employs a ...
Added: October 19, 2026
Vorontsova T., М.: Академия, 2025.
The textbook has been prepared in accordance with the requirements of the federal state educational standards for secondary vocational education and is intended for studying the professional modules “Information Security in Information and Telecommunication Systems and Networks Using Software and Hardware‑Software Tools, Including Cryptographic Protection Tools” and “Information Security in Automated Systems Using Software and ...
Added: October 19, 2026
Ksenia V. Rozhkova, Sergey Yu. Roshchin, Natalya K. Yemelina, Population and Economics 2026 Vol. 10 No. 3 P. 61–81
Increasing female representation in technical majors, traditionally associated with high earnings, is recognised as a mechanism for promoting gender equality in the labour market. However, if women quit STEM soon after graduation, increasing their proportion in relevant disciplines will not help reduce the gender wage gap. This paper provides new evidence of the ‘leaky pipeline’ ...
Added: October 19, 2026
Lola I. S., Ostapkovich G. V., Asoskov D. et al., ИСИЭЗ НИУ ВШЭ, 2026.
Аналитический обзор деловых тенденций в сфере услуг в III квартале 2026 г. подготовлен Центром конъюнктурных исследований ИСИЭЗ НИУ ВШЭ. В его основу положены ежеквартальные конъюнктурные опросы руководителей организаций сферы услуг, проводимые Федеральной службой государственной статистики (Росстат). Это распространенный и действенный в международной практике статистических служб и исследовательских организаций источник информации о тенденциях циклического характера, а также метод аппроксимации ...
Added: October 19, 2026
Катаев М. В., Molodchik M., AlterEconomics (ранее - Журнал экономической теории) 2026 Т. 23 № 3 С. 719–740
В данном исследовании рассматривается связь между интеллектуальным капиталом компаний и их интернационализацией в условиях внешних шоков. В отличие от предыдущих работ, как правило, рассматривающих взаимосвязь интеллектуального капитала и интернационализации в стабильной экономике, в исследовании развиваются предположения о неоднородном влиянии шоков на компоненты интеллектуального капитала и, соответственно, различном модерационном эффекте шоков на трансформацию интеллектуального капитала в экспортную ...
Added: October 17, 2026
Бородаева В. А., Вопросы экономики 2026 № 10 С. 5–27
The paper offers a new perspective on the limit of government debt. It surveys the broad historical picture of the dynamics and character of government debt in the leading economies: the ratios of debt and debt service to GDP have risen to levels close to their half-century highs. In the regime that has taken shape ...
Added: October 16, 2026
Mozias P., Социальные и гуманитарные науки. Отечественная и зарубежная литература. Серия 9: Востоковедение и африканистика 2026 № 3 С. 197–223
Abstract. Long-standing differences in development levels between China’s coastal and inland provinces intensified during the 1980s–1990s, at the early stages of market reforms. In response, from the late 1990s the Сentral government began implementing major development initiatives such as the “Go West”, the “Revitalization of the Northeast,” and the “Rise of Central China,” while in ...
Added: October 15, 2026
Fedorov A., Современная библиотека 2026 № 6 С. 16–20
Статья продолжает цикл публикаций об искусственном интеллекте в библиотечной практике и посвящена аудиотехнологиям и интерактивным форматам работы с наследием. На примере архивной аудиозаписи творческого вечера 1986 года показано, как связка технологий синтеза (Text-to-Speech) и распознавания речи (Speech-to-Text) позволяет «оживить» уникальный контент: получить структурированную расшифровку, очистить звук, создать подкаст, аудиогид или сценарий интерактивной выставки. Приводится сравнительная ...
Added: October 15, 2026
Fedorov A., Современная библиотека 2026 № 5 С. 20–24
Статья продолжает цикл публикаций, посвящённых грамотности библиотекаря в области искусственного интеллекта, и знакомит читателя с технологиями генерации изображений. Рассматривается принцип работы генеративных моделей: обучение на парах «изображение + текстовое описание», поэтапное «проявление» картинки из визуального шума, роль промпта как ключевого инструмента управления результатом. Приводятся практические рекомендации по составлению промптов с использованием формулы «объект + действие ...
Added: October 15, 2026
Aleksei Samarin, Nazarenko A., Nazarenko D. et al., Machine Learning and Knowledge Extraction 2026 Vol. 8 No. 10 Article 330
Automated microscopic image analysis is essential for quantitative microbiology, yet manual acquisition and generic recognition models struggle with morphological variability and scene artifacts. We address both ends of this pipeline. First, we present a low-cost, open-source acquisition system, based on an Arduino UNO R3 microcontroller and NEMA 17 stepper motors, that automates focusing, magnification, and ...
Added: October 14, 2026
Lukinskiy V., Lukinsky V., Sokolov B. et al., Annual Reviews in Control 2026 No. 62 P. 1–15
Enterprises planning material requirements must account for multiple sources of uncertainty. Considering the impact of yield uncertainty is of prime importance to decision-makers. To mitigate the effects of random yield on the continuity of manufacturing operations, we propose establishing a reserve stock to prevent shortages due to defective items within safety stock levels. If no ...
Added: October 14, 2026
Mamedov I., Fofanov M., Lukianchenko P. et al., IEEE Access 2026 No. 14 P. 26662–26671
DreamBooth-style personalization, which often relies on one or a few images, can memorize context (background, pose, lighting) rather than learning the subject’s identity, thereby reducing fidelity and limiting prompt-driven edits. P-LoRA (Probability LoRA) is introduced as a training-time modification that biases diffusion timestep sampling and utilizes importance weights, ensuring that the overall objective remains unchanged. ...
Added: October 14, 2026
Vukovic N., Krivokhizhin O., Антонова В. Д., АПК: Экономика, управление 2026 № 8 С. 89–95
One of the key roles is given to the agro-industrial complex in the global agenda of sustainable development. The leaders of the sustainable development of the agro-industrial complex identify the main trends and set standards for responsible business conduct in the industry. This article is devoted to the analysis of the leaders of responsible business ...
Added: October 14, 2026
Springer, 2026.
This book highlights cutting-edge research in the field of network science, offering scientists, researchers, students and practitioners a unique update on the latest advances in theory and a multitude of applications. It presents the peer-reviewed proceedings of the XIV International Conference on Complex Networks and their Applications (COMPLEX NETWORKS 2025). The carefully selected papers cover ...
Added: October 13, 2026
Springer, 2026.
This book offers a comprehensive overview of the latest research, innovations, and practical applications in the field of sustainability, with a focus on construction materials and their use in building and civil engineering structures. As an outcome of the 3rd International Conference on Sustainability: Developments and Innovations (ICSDI 2026), this book presents a selection of ...
Added: October 13, 2026
Dmitriev A., Kornilov V., Batienkov R., Lecture Notes in Civil Engineering 2026 Vol. 886 P. 249–255
Numerous studies have provided compelling evidence that the probability distribution of avalanche sizes follows a power law, and that 1/f noise is present in the stochastic dynamics of landslides. We present a theoretical explanation of these phenomena within the framework of self-organized criticality theory, proposing a discrete-time model in the form of a sandpile cellular ...
Added: October 13, 2026
Dmitriev A., Shulman I., Lebedev A., Studies in Computational Intelligence 2026 Vol. 1265 P. 266–273
A discrete-time model is presented for the self-organization of the X/Twitter social network to the edge of a phase transition, characterized by avalanche-like propagation of information in the network. The model is based on the analogy between the critical dynamics of the X social network and sandpile cellular automata with Manna rule on the Chung-Lu ...
Added: October 13, 2026
Kirina M., Chepovetskaia S., , in: Speech and Computer. 28th International Conference, SPECOM 2026, Ohrid, North Macedonia, September 17–18, 2026, Proceedings, Part II. LNCS, volume 16935.: Springer, 2026. P. 58–75.
This paper presents the results of an experiment comparing automatic and human emotion and sentiment detection in transcripts of Russian spontaneous speech. The study is based on a dataset derived from the Everyday Student Conversations corpus of Russian speech (ESC Corpus/KURS), comprising 26,137 speaker turns (326,527 tokens) obtained through automatic speech recognition of 226 macro-episodes ...
Added: September 20, 2026
Verkholyak O., Dvoynikova A., Karpov A., Journal of Internet Services and Information Security 2021 No. 1 P. 80–96
This paper presents a novel bimodal speech emotion recognition system based on analysis of acoustic and linguistic information. We propose a novel decision-level fusion strategy that leverages both emotions and sentiments extracted from audio and text transcriptions of extemporaneous speech utterances. We perform experimental study to prove the effectiveness of the proposed methods using emotional ...
Added: April 24, 2026
Dvoynikova A., Verkholyak O., Karpov A., Lecture Notes in Computer Science 2020 Vol. 12335 LNAI P. 136–144
Speech can be characterized by acoustical properties and semantic meaning, represented as textual speech transcriptions. Apart from the meaning content, textual information carries a substantial amount of paralinguistic information that makes it possible to detect speaker’s emotions and sentiments by means of speech transcription analysis. In this paper, we present experimental framework and results for ...
Added: April 24, 2026
Behzadidoost R., Quality and Quantity 2021 Vol. 56 No. 5 P. 3053–3084
In the big data era, there is a necessity for effective frameworks to collect, retrieve, and manage data. As not all tweets are hashtagged by users, retrieving them is a complicated task. To address this issue, we present a rule-based expert system classifier that uses the well-known concept of fingerprint in the judicial sciences. This ...
Added: March 27, 2026
Dolaeva A., Beliaeva U., Dmitry Grigoriev et al., International Review of Economics and Finance 2025 Vol. 98 Article 103840
Added: July 11, 2025
Surikov A., Evgeniia Egorova, Procedia Computer Science 2020 Vol. 178 P. 182–193
Our research aims to develop an alternative method for analyzing the tonality of the texts. Most of the traditional methods for determining tonality classes are based on text analysis and ignore various emotional indicators that users actively used in social networks. Therefore, it improves the quality of predicting the tonality of the class. The study ...
Added: May 15, 2024
Smetanin S., Mikhail Komarov, PeerJ Computer Science 2022 Vol. 8 Article e1181
As one of the major platforms of communication, social networks have become a valuable source of opinions and emotions. Considering that sharing of emotions offline and online is quite similar, historical posts from social networks seem to be a valuable source of data for measuring observable subjective well-being (OSWB). In this study, we calculated OSWB ...
Added: December 29, 2022