Quantifying hot topic dynamics in scientific literature: An information-theoretical approach. by Artem Chumachenko

“…By introducing a scalable, interpretable, and mathematically grounded approach to tracking concept dynamics, this study contributes new tools for topic evolution analysis and offers insight into the structural organization and reconfiguration of knowledge over time.…”
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Analysing Lean 4.0 adoption factors towards manufacturing sustainability in SMEs: A hybrid ANN-Fuzzy ISM framework by Karishma M. Qureshi, Bhavesh G. Mewada, Alok Yadav, Naif Almakayeel, Saleh Y. Alghamdi, Mohamed Rafik Noor Mohamed Qureshi

“…This study bridges a critical research gap by proposing an integrated framework that combines Artificial Neural Networks (ANN) with fuzzy Interpretive Structural Modeling (FISM) to identify and prioritise the critical success factors (CSFs) for L4.0 adoption. …”
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Strategic Roles of Teachers in Promoting Interfaith Education for Unity in Central Kalimantan, Indonesia by Fransiskus Janu Hamu, Emiliana Sri Pudjiarti, Andreas Jimmy, William Chang

“…Quantitative data analysis used structural equation modelling with a partial least squares approach and qualitative data used thematic analysis with NVivo 14 software. …”
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AI-driven cybersecurity framework for software development based on the ANN-ISM paradigm by Habib Ullah Khan, Rafiq Ahmad Khan, Hathal S. Alwageed, Alaa Omran Almagrabi, Sarra Ayouni, Mohamed Maddeh

“…This paper presents an innovative cybersecurity framework using AI, by the Artificial Neural Network (ANN)—Interpretive Structural Modeling (ISM) model, to improve threat detection, vulnerability assessment, and risk response during software development. …”
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Drivers for Sustainable Supply Chain Management and the Practices in Ethiopian Apparel Industries by Redeat Eshete Zeleke, Shalemu Sharew Hailemariam

“…The data are prepared and pretested for reliability. Integrated interpretive structural modelling and structural equation modelling techniques have been employed for model building and data analyses to see the relationship between the challenges and the existing practices. …”
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Tracking protein kinase targeting advances: integrating QSAR into machine learning for kinase-targeted drug discovery by Rand Shahin, Sawsan Jaafreh, Yusra Azzam

“…This review explores Quantitative Structure-Activity Relationship (QSAR) modeling for kinase drug discovery, focusing on integrating traditional QSAR with machine learning (ML)—CNNs, RNNs—and structural data. …”
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CONTEXTUALIZING ATTITUDE-INTENTION-BEHAVIOUR TRIAD WITH GREEN MARKETING & SUSTAINABLE PRACTICES: AN ISM APPROACH by Simran Babu, Saroj Kumar Sahoo, Oleksandr A. Zadoia

“…Research methodology & design: This study followed a qualitative approach, where the contextual relationships of the above-mentioned factors were studied with the ISM (Interpretive Structural Modelling) technique. An extensive literature review and opinions of some experts enabled the authors to establish the contextual relationships among the identified variables/elements. …”
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Driving factors of aerosol acidity: a new hierarchical quantitative analysis framework and its application in Changzhou, China by X. Duan, X. Duan, G. Zheng, C. Chen, Q. Zhang, K. He

“…Here, we propose a new framework to quantify factor importance, which incorporated an interpretive structural modeling (ISM) approach and time series analysis. …”
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FORMATION OF NATIVE AMERICAN WRITTEN LITERARY TRADITION by Oksana G. Shostak

“…In the article we used such methods as: historical-literary and historical-cultural methods as well as elements of structural analysis. The research deals with the ways of actualizing one of the most powerful concepts of the modern world – that of ethnicity, which stands out as a constituent of the basic Native American identity concept originated in the late 20th – early 21st centuries. …”
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Suggest a Reverse Engineering Tool to Analyze the Software Source Code Written in Java by Alaa Taqah, Tawfiq Tawfiq

“…It bases on constructing an interpreter of an entered software source code analyzing  to extract an information that assist in understanding the structure of the software and to clarify its components and the relationships that bind its parts (internal structural of the entered software). …”
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Research on implementation factors of product ecological design based on digital collaboration by Qing Liu, Yongzhong Zhang

“…In this study, the Decision-making Trial and Evaluation Laboratory (DEMATEL) method was used to aggregate the identified 11 factors into four factor sets: strong cause, weak cause, strong result, and weak result; and the Interpretive Structural Model (ISM) was used to create a multilevel recursive model of product eco-design for digital collaboration. …”
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Creating an immersive environment of Metaverse for businesses by Harish Kumar, Vijay Kumar Sharma

“…The study deploys multi-criteria decision-making techniques, "Total Interpretive Structural Modelling," and "Cross-Impact Matrix Multiplication Applied to Classification" to establish cross-relationships among enablers. …”
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Analyzing Strategies for Climate Change Mitigation: An ISM MICMAC Approach with a Focus on Sustainable Development by Mahaur Chetna, Peter Sonia

“…In this study, we used a method called Interpretive Structural Modelling (ISM) and MICMAC (Matrix of Cross-Impact Multiplications Applied to a Classification) to look into solutions for dealing with climate change in India. …”
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Assessment of Heterosexual-Identified Men Who Have Sex With Men and Men of Diverse Sexual Identities: Protocol for an International, Multilingual, Online, Comparative Sexuality Stu... by Andrew D Eaton, Travis R Scheadler, Megan Rowe, Salem Rao, Sandra Kwan, Oliver W J Beer, Paul A Shuper, Tyrone J Curtis, Adam Busch, Daniel Vandervoort, Lauren B McInroy

“…The survey will be available in English, French, and Spanish. Structural equation modeling, underpinned by hegemonic masculinity and sexual script theories, will be performed to test the relationships among survey variables. …”
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The Search for the Optimal Methodology for Predicting Fluorinated Cathinone Drugs NMR Chemical Shifts by Natalina Makieieva, Teobald Kupka, Oimahmad Rahmonov

“…In such cases, molecular modeling serves as a good supporting technique for interpreting ambiguous spectral data. …”
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AI-driven innovation in antibody-drug conjugate design by Heather A. Noriega, Xiang Simon Wang

“…This review is organized into six sections: (1) the progression from traditional modeling approaches to AI-driven design of individual ADC components; (2) the application of deep learning (DL) to antibody structure prediction and identification of optimal conjugation sites; (3) the use of AI/ML models for forecasting pharmacokinetic properties and toxicity profiles; (4) emerging generative algorithms for antibody sequence diversification and affinity optimization; (5) case studies demonstrating the integration of computational tools with experimental pipelines, including systems that link in silico predictions to high-throughput validation; and (6) persistent challenges, including data sparsity, model interpretability, validation complexity, and regulatory considerations. …”
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Scaling hermeneutics: a guide to qualitative coding with LLMs for reflexive content analysis by Zackary Okun Dunivin

“…We demonstrate how to rewrite code descriptions for LLM-interpretation, as well as how structured prompts and prompting the model to explain its coding decisions (chain-of-thought) can substantially improve fidelity. …”
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System of Subjective Deixis Means in B.L. Pasternak’s Early Prose by S. A. Soloveva

“…Pasternak, the montage of which is manifested in the alternation of points of view, the nonlinearity of the structure. This complicates the process of the reader's interpretation. …”
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The Archaeotectural Exploration of the 13th Century Terraced Building F1 at the Laogulou Yashu Archaeological Site in Chongqing, China by Bowen Qiu, Di Zhu, Chi Jin, Yongkang Cao

“…This study reconstructed the original architectural design of F1 using an archaeotectural approach that integrated archaeological evidence and Song Dynasty architectural treatises, especially <i>Yingzao Fashi</i>, and comparatively analysed the building with contemporaneous structures and visual references. By applying the statistical estimation of historical measurement units (<i>chi</i>), typological analysis based on modular standards (<i>cai</i>) and the interpretive modelling of structural elements, the research offered a historically grounded and dimensionally coherent reconstruction. …”
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Interrelation Between Conceptual and Linguistic Worldviews (Based on the Economic Lexical Item ‘CLIENT’) by Lesia Kushmar

“…Obtained results (1,600 reactions) have been processed using statistical methods. The application of modeling allowed creating the associative field structure defining core and periphery. …”
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