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Recent Trends in Technology Mining Approaches: Quantitative Analysis of GTM Conference Proceedings
P. 59–69.
Mikova N.
This paper performs a quantitative analysis of trends in technology mining (TM) approaches using 5 years (2011–2015) of Global TechMining (GTM) conference proceedings as a data source. These proceedings are processed with a help of Vantage Point software, providing an approach “tech mining for analyzing tech mining.” Through quantitative data processing (bibliometric analysis, natural language processing, statistical analysis, principal component analysis (PCA)), this study presents an overview, explores dynamics and potentials for existing and advanced TM methodologies in three layers: related methods, data sources, and software tools. The main groups and combinations of TM and related methods are identified. Key trends and weak signals concerning the use of existing (natural language processing (NLP), mapping, network analysis, etc.) and emerging methods (web scraping, ontology modeling, advanced bibliometrics, semantic the theory of inventive problem solving (TRIZ), sentiment analysis, etc.) are detected. The results are considered to be taken as a guide for researchers, practitioners, or policy makers involved in foresight activity.
In book
Netherlands: Springer, 2016.
Sokolov B., Социология: методология, методы, математическое моделирование 2025 № 61 С. 7–76
This article reviews a set of estimands commonly used in modern applied research to operationalize causal inquiries within the Rubin Causal Model (RCM). I first introduce the basic average treatment effects (ATE, ATT, ATC) and then describe their main extensions, including local and conditional treatment effects, causal interactions, causal mediation, multivalued or continuous treatments, and ...
Added: December 19, 2025
Chulok A., Российский журнал менеджмента 2025 Т. 23 № 2 С. 203–225
Purpose: to analyze global trends that influence marketing and its main components, and to propose a methodological toolkit based on foresight that revises the fundamentals of marketing considering new realities. Methodology: a methodological approach allowing the use of foresight tools for a more in-depth and comprehensive analysis of marketing goals and objectives, identifying trends, working ...
Added: October 12, 2025
Skorinkin D., Orekhov B., , in: The Oxford Handbook of Global Realisms.: Oxford: Oxford University Press, 2025. Ch. 10 P. 177–204.
This chapter investigates literary prose of the realist era in Russia using digital humanities methods. It focuses on how computational analysis can enhance an understanding of descriptions of literary characters, geographical locations, and lexical composition in literary texts. Using a corpus of more than five hundred texts (forty-six million word occurrences), it eschews the focus ...
Added: September 14, 2025
Bisson C., Jonathan Calof, Boukef N., Technological Forecasting and Social Change 2025 Vol. 215 Article 124112
This paper looks at three aspects of an anticipatory system -competitive intelligence and foresight as the sensory capacity and modeling part of the system and organizational agility which is seen in this paper as the adapting/acting part of an anticipatory system. CI and foresight (sensory capacity and modeling part of the system) are measured using ...
Added: June 30, 2025
Shmatko N., Маркова Ю. В., Социологический журнал 2025 Т. 31 № 1 С. 110–123
The article deals with the history and interpretation of Pierre Bourdieu’s concept of “social space”.
With the help of the concept, Bourdieu described a set of interrelated social phenomena that support
and reflect each other. He defined social space as a multidimensional distribution of agents (individual
or collective) over objective positions determined by the distribution of effective resources ...
Added: May 23, 2025
Pechenkova E., Mary Rachinskaya, Vasilenko V. et al., Vision 2025 Vol. 9 No. 2 Article 30
The ability to adopt different perspectives, or vantage points, is fundamental to human cognition, affecting reasoning, memory, and imagery. While the first-person perspective allows individuals to experience a scene through their own eyes, the thirdperson perspective involves an external viewpoint, which is thought to demand greater cognitive effort and different neural processing. Despite the frequent ...
Added: April 13, 2025
Zinchenko M., Bagrationi K., Gordienko O. A., , in: Proceedings of the 23rd European Conference on e-Learning - ECEL 2024.: Academic Conferences International Limited, 2024. Ch. 55 P. 451–457.
In the changing profile of corporate education and learning, corporate universities are a major force for aiding organizations to actively embrace technological change and upgrade their human capital. This study examines how corporate universities adapt their techniques to keep up with fast-changing technology, making the learning process universal yet personalized. This study also examines the ...
Added: April 9, 2025
Эмеретли Х. С., Философия. Журнал Высшей школы экономики 2024 Т. 8 № 1 С. 168 – 187
The article discusses the conceptual framework of the concept of “suicide” and provides its philosophical definition. Continental philosophy has traditionally focused on the axiological and practical-ethical characteristics of suicide. The purpose of the article is to define and comprehend this phenomenon in the course of a polemic with the modern analytical philosophy of suicide. The ...
Added: June 5, 2024
Jonathan Calof, Colton B., Technological Forecasting and Social Change 2024 Vol. 198 Article 123036
Extensive research exists on the potential impacts of foresight; however, a comprehensive understanding of the factors that lead to foresight impact, particularly in influencing senior management decisions, is relatively sparse. This study addresses this by reporting on a Delphi and expert panel involving eight senior Canadian government foresight program leaders. These leaders were asked to ...
Added: December 1, 2023
Melville A. Y., Мальгин А. В., Mironyuk M. et al., Полис. Политические исследования 2023 № 5 С. 153–171
In recent decades, the expanding volume, diversity and coverage of data have created new or have transformed existing areas of research. They have also turned data into a key element of politics today. In this context, the status of empirical research that became the political science mainstream at the turn of the 20th - 21st ...
Added: September 29, 2023
Pace L., Saritas O., Deidun A., Marine Policy 2023 Vol. 148 Article 105433
The blue economy integrates commercial, research and innovation activities across diverse industrial sectors. Achieving a sustainable blue economy requires unlocking the potential of science and innovation to develop innovative ocean sustainability solutions. This study explores the role of foresight in co-creating alternative, preferred futures for a sustainable blue economy looking towards 2030 and in establishing ...
Added: September 8, 2023
Григорьевский В. В., Degterev D. A., Пискунов Д. А. et al., Мировая экономика и международные отношения 2023 Т. 67 № 3 С. 5–19
The development of the ICT industry in the modern globalized world has an increasing impact on political relationships between states and various non-state actors. The article aims to research the nature of the international system of relations between states in the ICT sphere and to define whether this system is unipolar, bipolar or polycentric. By using ...
Added: September 7, 2023
Gurkov I. B., Morley M., / Series WP BRP "Basic research program". 2022. No. 65.
World Investment Report 2020 by UNCTAD identified several possible trajectories of development for many industries, namely re-shoring, regionalization, diversification, and replication. We argue that those trajectories of development may result in changes to prevailing corporate parenting styles and may also lead to the emergence of less common parenting styles. We present a typology of corporate ...
Added: September 21, 2022
Рожкина В. С., Golovanova S., Korneeva D., Вестник Московского университета. Серия 6: Экономика 2022 № 4 С. 17–38
The analysis of cross-network effects is important for considering the impossibility of their direct observation and the influence of cross-network effects on the values of all tests in competition policy, pricing practice and merger valuation. The article summarizes the experience of quantifying cross-network effects for non-transactional platforms. This paper systematizes methods for assessing cross-network effects ...
Added: September 15, 2022
Alieva O., Schole. Философское антиковедение и классическая традиция 2022 Т. 16 № 2 С. 693–705
This paper tests the effectiveness of Burrow’s Delta Method on a corpus of selected prose writings in ancient Greek. When tested on a corpus of fourteen and eight authors, the method yields good results with relatively small samples (1000, 3000, and 5000 words) and different word frequency vectors (100, 200, 500 words), but its performance ...
Added: February 9, 2022
Repositioning People in Creative Futures: A Method to Create Sound Advice with Exploratory Scenarios
Velasco G., Popper R., Miles I. D., Foresight and STI Governance 2021 Vol. 15 No. 2 P. 25–38
Foresight scenarios are not only useful presentational devices to show that many aspects of the future are open. Scenarios are means for generating advice that helps policymakers initiate actions in the present or near future that will be of long-term significance. Despite the influence that such advice may have on policy decisions, the Foresight literature ...
Added: November 2, 2021
Gokhberg L., Kuzminov I., Khabirova E., , in: Bio#Futures. Foreseeing and Exploring the Bioeconomy.: Cham: Springer, 2021. Ch. 10 P. 203–227.
This chapter presents the overview of global challenges and trends, as well as technological landscape and future prospects for science, technology and innovation (STI) in agriculture and food sector. Our study is based on a systemic mapping of trends and technologies with the combination of big data analysis (text mining) and expert-based methods. The focus ...
Added: May 17, 2021
Артюшкин В. Ф., Kazantsev A., Сергеев В. М., Полис. Политические исследования 2021 Т. 2 С. 125–138
. This article applies a method of multidimensional scaling (visualization of multi-dimensional structures) to studying different dimensions of power competition between the great states. On the basis of analysis of the Neo-Realist, Neo-Liberal, and World-systems theory literature on global hegemony, 8 criteria of global leadership were defined: GDP per capita (PPP), military expenditure (% of ...
Added: February 8, 2021
Knyazeva H., Foresight and STI Governance 2020 Vol. 14 No. 4 P. 34–45
The modern theory of complex systems changes our view of historical processes, accompanied by uncertainties,
instabilities and ambiguities. The knowledge of this theory allows us to master a system or holistic thinking, and to
understand the laws of functioning and growth of not just structural, but dynamic complexity. Uncertainties and chaotic elements that indicate any state of ...
Added: December 25, 2020