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Full-Text Articles in Entire DC Network
Income Distribution And Poverty Rate Changes In Hurricane Katrina-Affected Parishes: A Case Study Of Orleans, Jefferson, Plaquemines, And St. Bernard, 2000-2023, Carly L. Day
Economics Undergraduate Honors Theses
On August 28th, 2005, the National Hurricane Center announced that a category five hurricane sustaining over 160-mile winds was cruising through the Gulf of Mexico, headed straight for the coasts of Louisiana and Alabama. By August 29th, 2005, Katrina made landfall in Plaquemines Parish, Louisiana as a category three hurricane. After surviving a significant amount of rainfall, the levee system in New Orleans failed, putting over 80% of the city of New Orleans underwater and leaving many residents without homes (“Hurricane Katrina”, 2025). Despite a mandatory evacuation order, many people were forced to take shelter in …
Integrating People And Technology: Exploring The Validation Of The King And Hughes Hrd, Technology Ethics, And Leadership Scale, Hannah King
Graduate Theses and Dissertations
People and technologies have coexisted within organizations for centuries. In the wave of the fourth and fifth industrial revolutions, however, organizations must place an emphasis on ethically integrating new technologies, like artificial intelligence, alongside people in order to sustain a competitive advantage in the marketplace. A review of the literature identified a need for more research examining ethics in the use of technology by HRD professionals. The purpose of this descriptive research study was to assess the relationship between HRD activities, ethics, and technology and examine the influence that an organization’s code of ethics has on their integration. This study …
Artificial Intelligence In Video Production, Jonathan Ringor
Artificial Intelligence In Video Production, Jonathan Ringor
Theses
This project examines the role of artificial intelligence in video advertisement production and explores whether AI can help bridge the gap between everyday users and professional advertising. The project combined both creative production and audience research. To do this, three original AI-generated advertisements were created in distinct commercial formats: a pharmaceutical advertisement, a petcentered narrative commercial, and a lifestyle montage advertisement. After the advertisements were completed, audience response was measured through a survey of U.S.-based participants. Participants evaluated each advertisement on realism, emotional engagement, trustworthiness, polish, and authenticity. The results showed that the advertisements were not perceived equally. The pet …
Analyzing The Effects Of Message Testing On The Public's Opinion About Gene Editing In Agriculture And Medicine, Luke Sanford Wimpy
Analyzing The Effects Of Message Testing On The Public's Opinion About Gene Editing In Agriculture And Medicine, Luke Sanford Wimpy
Graduate Theses and Dissertations
This paper will present results from the final survey of a multi-stage project examining factors that influence opinions about gene editing in agriculture and medicine. In this final survey, 3,200 U.S. respondents were recruited and randomized to view one of eight videos that communicated the safety of gene editing to determine which factors are most influential in changing opinions. The eight videos were designed based on data collected from focus groups and three previous surveys in this multi-stage project. The eight videos varied by three attributes: messenger, message, and application. The messenger in the videos was either a researcher or …
Cultural Dimensions And Ethical Perceptions Of Tax Evasion In The Digital Tax Reporting Era, Renna Magdalena, Henny Cheirine
Cultural Dimensions And Ethical Perceptions Of Tax Evasion In The Digital Tax Reporting Era, Renna Magdalena, Henny Cheirine
International Conference on Business and Management Research (ICBMR)
Tax evasion is still a significant challenge for Indonesia's state revenue. This study examines how Hofstede's cultural dimension affects the ethical perception of tax evasion in Javanese MSME owners to overcome the gap in understanding of cultural factors that affect tax compliance behaviour at the individual level. In the context of a tax reporting system that has been fully digitised through e-filing and online applications, it is important to understand that the existence of technology does not necessarily remove the moral rationale for fraudulent acts. A quantitative survey was conducted on 112 MSME owners. Using validated instruments, the study used …
One For All, All For Innovation: Transforming The Indonesia’S Public Sector Through Ambidextrous Leadership, Dian Mulia Sari, Elok Savitri Pusparini
One For All, All For Innovation: Transforming The Indonesia’S Public Sector Through Ambidextrous Leadership, Dian Mulia Sari, Elok Savitri Pusparini
International Conference on Business and Management Research (ICBMR)
In an era defined by volatility, uncertainty, complexity, and ambiguity (VUCA), public sector organizations face increasing pressure to innovate. This study examines how ambidextrous leadership influences innovative work behavior (IWB) among civil servants, with psychological ownership (PO) serving as a mediator. Using a quantitative approach, data were collected from 152 structural and functional officials within Indonesia’s State Finance Organization (OKN) and analyzed using PLS-SEM. The results indicate that ambidextrous leadership has a significant direct effect on IWB. More importantly, psychological ownership mediates this relationship through two distinct pathways: promotive PO strengthens IWB by fostering confidence and proactive contribution, while preventive …
Cutting Red Tape In Research: A Business Process Improvement Approach For The Riim Collaboration Scheme, Novia Nurul Fatmawati, Arviansyah Arviansyah
Cutting Red Tape In Research: A Business Process Improvement Approach For The Riim Collaboration Scheme, Novia Nurul Fatmawati, Arviansyah Arviansyah
International Conference on Business and Management Research (ICBMR)
Strengthening the national research and innovation ecosystem is crucial for sustainable development, with the government playing a key role through strategic funding schemes. The Research and Innovation for Advanced Indonesia (RIIM) Collaboration scheme, managed by the National Research and Innovation Agency (BRIN), is vital for fostering international research partnerships. However, its implementation faces significant challenges, including lengthy and complex business processes that lead to delays in research execution. This study aims to analyze the current (as-is) business process of the RIIM Collaboration scheme and design an optimized (to-be) process to enhance operational efficiency. This research employs a mixed-method case study …
Beyond Bureaucracy: Entrepreneurial Mindset And Ai Readiness As Drivers Of Business Model Innovation In Blu Business Units — A Conceptual Framework, Ahmad Nurholis, Muhammad Rifky Adzakie
Beyond Bureaucracy: Entrepreneurial Mindset And Ai Readiness As Drivers Of Business Model Innovation In Blu Business Units — A Conceptual Framework, Ahmad Nurholis, Muhammad Rifky Adzakie
International Conference on Business and Management Research (ICBMR)
This paper advances a conceptual framework that examines how entrepreneurial mindset (EM) and AI readiness interact to shape business model innovation (BMI) and financial performance (FP) within Indonesia’s profit-oriented Public Service Agency (BLU) business units. As hybrid organizations, BLU business units must simultaneously fulfill their public service mandate while pursuing revenue generation, creating a unique context that demands stronger theoretical grounding. The framework draws on New Public Management (NPM) principles and the Dynamic Capabilities (DC) perspective to argue that an entrepreneurial mindset stimulates BMI both directly and indirectly through enhanced AI readiness. In turn, BMI is positioned as a driver …
Ai As A Catalyst For Managerial Strategy Transformation: Operational Efficiency And Business Model Innovation, Nazilatul Hidayah
Ai As A Catalyst For Managerial Strategy Transformation: Operational Efficiency And Business Model Innovation, Nazilatul Hidayah
International Conference on Business and Management Research (ICBMR)
This study investigates how Artificial Intelligence (AI) serves as a catalyst for managerial strategy transformation, focusing on two critical areas: operational efficiency and business model innovation. Drawing on multiple case studies, the paper analyzes how companies such as Unilever, Wayfair, Amazon, and Alibaba integrate AI technologies into their strategic processes. Results show that AI implementation has enabled cost reductions of up to 15-20%, improved throughput in logistics operations, and enhanced personalization strategies that significantly impact revenue. For instance, Alibaba attributes approximately 35% of its sales volume to AI-powered recommendation systems. These outcomes demonstrate that AI not only improves operational workflows …
Project Scheduling Analysis For The Overhaul Of Indramayu Steam Power Plant (Pltu), Hano Kharismantoko, Ratih Dyah Kusumastuti
Project Scheduling Analysis For The Overhaul Of Indramayu Steam Power Plant (Pltu), Hano Kharismantoko, Ratih Dyah Kusumastuti
International Conference on Business and Management Research (ICBMR)
This study aims to analyze time and cost efficiency in the overhaul project of PLTU Unit 2 Indramayu by applying project crashing using mixed method approach. The growing electricity demand in Indonesia and the vital role of Steam Power Plants (PLTU) require effective maintenance strategies to prevent revenue losses due to overhaul project delays. The research integrates qualitative insights from direct observation and interviews with quantitative data from project documentation. The Work Breakdown Structure (WBS) and Critical Path Method (CPM) were used to identify critical activities, followed by project crashing using linear programming approach to determine the optimal schedule and …
Designing Digital Marketing Through Generative Ai For Koperasi Merah Putih Urban, Alfonsius Alfonsius, Daniel Cassa Augustinus, Ricky Banke
Designing Digital Marketing Through Generative Ai For Koperasi Merah Putih Urban, Alfonsius Alfonsius, Daniel Cassa Augustinus, Ricky Banke
International Conference on Business and Management Research (ICBMR)
This qualitative study examines the potential of Generative Artificial Intelligence (GenAI) to strengthen digital marketing strategies for urban cooperatives, focusing on Koperasi Merah Putih Urban in Medan, Indonesia. Despite cooperatives playing a crucial role in promoting inclusive economic growth, many remain dependent on offline promotion, facing challenges of visibility, uneven member engagement, and lack of sustainable governance structures. Using a juridical-empirical case study approach, data were collected through semi-structured interviews with cooperative officials and MSME actors, observation of cooperative communities, and analysis of legal and policy documents. Thematic analysis revealed three key issues: limited visibility due to inconsistent branding, unequal …
Unraveling The Evolution Of Customer Perspectives In Ride-Hailing And Ridesharing: A Bibliometric Analysis, Arga Hananto, Rhenald Kasali Ph.D, Sri Rahayu Hijrah Hati Ph.D
Unraveling The Evolution Of Customer Perspectives In Ride-Hailing And Ridesharing: A Bibliometric Analysis, Arga Hananto, Rhenald Kasali Ph.D, Sri Rahayu Hijrah Hati Ph.D
International Conference on Business and Management Research (ICBMR)
Ride-sourcing services (i.e., ride-hailing and ridesharing)—represent one of the fastest-growing segments of the sharing economy. Although their success fundamentally depends on customer engagement, scholarly reviews have often focused more on operational and technical developments than on customer behavior, satisfaction, and loyalty. This study examines the evolution of ride-sourcing research during the COVID and post-COVID period (2020–2025) through a bibliometric and content analysis of 297 journal articles retrieved from Scopus. While earlier reviews often emphasized operational and technological aspects, this analysis focuses on customer-centered perspectives such as adoption, satisfaction, loyalty, and attitudes.
The findings show a substantial increase in research output …
Assessing The Impact Of Economic And Social Dynamics On Domestic Tourism In Indonesia: An Econometric And Cluster Analysis, Darol Arkum, Mudrajad Kuncoro, Ghardapaty Ghaly Ghiffary, Diah Setyorini Gunawan
Assessing The Impact Of Economic And Social Dynamics On Domestic Tourism In Indonesia: An Econometric And Cluster Analysis, Darol Arkum, Mudrajad Kuncoro, Ghardapaty Ghaly Ghiffary, Diah Setyorini Gunawan
International Conference on Business and Management Research (ICBMR)
ABSTRACT
Introduction: A strategic method of evaluating the economic impact of tourism across regions while taking into consideration Indonesia's geographical and socioeconomic diversity is to divide tourist destinations according to the reasons for travel. Background Problems: This study introduces an integrated statistical framework to assess the economic impact of domestic tourism in Indonesia, emphasizing regional heterogeneity and evolving travel behavior. Research Methods: A novel clustering approach is developed based on travel motivations—rather than geographical proximity—utilizing hierarchical clustering in conjunction with time series analysis and ANOVA techniques. The time series analysis identifies pronounced seasonal trends and fluctuations in spending, influenced significantly …
Forcing The Issue: Nebraska’S Collective Bargaining Stand-Off, Shannon Cummins
Forcing The Issue: Nebraska’S Collective Bargaining Stand-Off, Shannon Cummins
Journal of Collective Bargaining in the Academy
This paper describes the unusual collective bargaining landscape for public academic institutions in the state of Nebraska where state legislation has mandated both pay transparency and limits to the collective bargaining process. Specifically, it explores the unprecedented 2024-2025 bargaining cycle which relied on innovative union tactics of nationwide freedom of information requests (FOIA) to reach contract agreement in the face of twelve years of administration stonewalling tactics. The case study of Nebraska is important as it provides an actual account of negotiations where state limits on collective bargaining have yet to be tested in the courts.
One Faculty, One Mission: A Unified Faculty Model For California Community Colleges, Debbie Klein
One Faculty, One Mission: A Unified Faculty Model For California Community Colleges, Debbie Klein
Journal of Collective Bargaining in the Academy
This article advances a unified, non-tiered faculty model as essential to fulfilling the mission of the California Community Colleges (CCC) system. Although the system is charged with realizing open access and educational equity, nearly 70% of faculty serve in part-time or contingent roles—often without proportional compensation, institutional stability, or meaningful participation in governance. Drawing on research demonstrating that faculty working conditions shape student learning conditions, the article argues that structural employment inequities undermine the system’s democratic promise. Situating the proposal within national “One Faculty” efforts and recent legislative attention to pay parity in California, it demonstrates that reform is both …
Mapping The Global Classroom: An Innovation Spotlight On The Ngo Education Survey Directory Database, Angie Holzer, Roseanne M. Mirabella
Mapping The Global Classroom: An Innovation Spotlight On The Ngo Education Survey Directory Database, Angie Holzer, Roseanne M. Mirabella
Journal of Nonprofit Innovation
This article highlights the NGO Education Survey Directory Database as a critical tool for strengthening global nonprofit infrastructure by addressing longstanding gaps in data on nonprofit education programs. It maps the global landscape of nonprofit management education with detailed, institution-level insights, enabling researchers, funders, and practitioners to better understand capacity-building efforts worldwide. By improving transparency and access to information, the directory supports more strategic philanthropy, fosters collaboration, and promotes the development of locally grounded leadership within the nonprofit sector.
Academic Summaries - Philanthropy, Erica Jensen, Sebastian Dorantes, Faith Manchester, Isabelle Stoddard
Academic Summaries - Philanthropy, Erica Jensen, Sebastian Dorantes, Faith Manchester, Isabelle Stoddard
Journal of Nonprofit Innovation
No abstract provided.
Philanthropy - Joni Full Issue April 2026, Angie Holzer, Erica Jensen
Philanthropy - Joni Full Issue April 2026, Angie Holzer, Erica Jensen
Journal of Nonprofit Innovation
No abstract provided.
Fostering A Safety Culture Through Awareness, Leadership, And Reward Punishment In Mining, Rogit Billy Daichi Billy, Ali Imron Imron
Fostering A Safety Culture Through Awareness, Leadership, And Reward Punishment In Mining, Rogit Billy Daichi Billy, Ali Imron Imron
International Conference on Business and Management Research (ICBMR)
In mining companies take various preventive measures to prevent accidents and incidents. The number of mining accidents in Indonesia is relatively high, which is said to be due to inadequate monitoring and assessment of mines. The phenomenon that accidents still occur in companies with a high safety culture can be caused by several complex, interrelated factors. There are only a few studies on the correlation between safety culture and people safety awareness, safety leadership, and reward-punishment, and 140 employee miners from mining companies using a non-probability sampling method in this cross-sectional study. This research is a quantitative approach that uses …
A Practical Guide For Teaching With Generative Ai In Sport Management, Geoffre Sherman, David Pierce
A Practical Guide For Teaching With Generative Ai In Sport Management, Geoffre Sherman, David Pierce
Journal of Applied Sport Management
Generative artificial intelligence (GenAI) is reshaping how sport management educators design assignments, evaluate student work, and develop professional competencies. This article presents a practical pedagogical framework that integrates GenAI tools within the Design Council's Double Diamond process—Discover, Define, Develop, and Deliver—to scaffold student thinking across project-based courses. Rather than positioning GenAI as a replacement for student reasoning, the model treats it as a collaborator in roles such as a research assistant, clarifier, creative teammate, and editor. Fluency in prompt engineering is developed progressively through structured exercises that emphasize verification, iteration, and critical evaluation of model outputs. Two complementary assessments—the Prompt …
From People To Algorithms: Does Bpm Maturity Shape An Ai-Ready Workforce?, Piotr Sliż, Jędrzej Siciński, Beata Jackowska
From People To Algorithms: Does Bpm Maturity Shape An Ai-Ready Workforce?, Piotr Sliż, Jędrzej Siciński, Beata Jackowska
European Management Studies
Purpose: Introducing AI into an organization should not be limited to technological implementation alone. It also requires a coherent management framework that supports this transformation – especially regarding the workforce. The research focuses on the question: What are the relationships between BPM maturity, AI implementation, and workforce maturity in the organizations studied? The main objective is to examine how these three elements interact and what this means for organizations aiming to build readiness for AI-driven change.
Design/methodology/approach: To explain the relationships between BPM maturity, AI implementation, and workforce maturity, a survey-based study was conducted among a convenience sample …
A Forgotten Tool? Intellectual Property Rights And The Competitive Potential Of Micro, Small, And Medium-Sized Enterprises In Tanzania, Saudin J. Mwakaje
A Forgotten Tool? Intellectual Property Rights And The Competitive Potential Of Micro, Small, And Medium-Sized Enterprises In Tanzania, Saudin J. Mwakaje
Business Management Review
This article offers a hybrid assessment of law and its impact on business by examining how intellectual property rights (IPR) promote business competitiveness by granting enterprises exclusive statutory rights over their innovations and creative ideas. The article situates the discussion in the Tanzanian context and focuses on Micro, Small, and Medium-Sized Enterprises (MSMEs). Using a qualitative approach, the discourse examines ongoing national and continental reforms and the evolving business and market environment that are driving MSMEs to adopt innovation to achieve market control and sustainability. Recent continental and regional regulatory developments, including the adoption of the Agreement on African Continental …
Sacred Or Sold? A Systems Approach To Balancing Spirituality And Commercialisation In Faith-Based Tourism, Tadeja Jere Jakulin, Dane Munro
Sacred Or Sold? A Systems Approach To Balancing Spirituality And Commercialisation In Faith-Based Tourism, Tadeja Jere Jakulin, Dane Munro
International Journal of Religious Tourism and Pilgrimage
This paper examines the complexity of pilgrimage tourism, with its interdependencies among sacredness, spirituality, and commercialisation at faith-based tourism destinations. We use a Systems Approach to move beyond linear thinking that positions spirituality and commerce as inherently oppositional forces, arguing that pilgrimage destinations function as complex adaptive systems in which spiritual, commercial, and educational objectives interact dynamically. We build Causal Loop Diagrams (CLDs) formed from autoethnographic observation and stakeholder discussions. We present and compare four pilgrimage sites: Lourdes (France), Brezje (Slovenia), Malta, and Istanbul’s Hagia Sophia (Türkiye). The CLD models reveal the dynamics of the pilgrimage sites, the interdependencies, and …
Horizontal Collaboration Practices And Operational Performance Of Smallholder Farmer Groups In Horticultural Supply Chain, Herieth J. Rogath, Juma James Masele, Gerald Magova
Horizontal Collaboration Practices And Operational Performance Of Smallholder Farmer Groups In Horticultural Supply Chain, Herieth J. Rogath, Juma James Masele, Gerald Magova
Business Management Review
Collaboration has increasingly been recognized as a strategic approach for enhancing performance. However, limited attention has been given to the relationship between horizontal collaboration practices and the operational performance of horticultural smallholder farmer groups in downstream supply chains. This study examined this relationship through the lens of Social Exchange Theory. Data were collected using self-administered questionnaires from 195 smallholder horticultural farmer groups across the southern highlands of Tanzania, including Mbeya, Iringa, Njombe, and Songwe regions. Analysis was conducted using Partial Least Squares Structural Equation Modelling (PLS-SEM) with SmartPLS 4.0. The findings reveal that all collaboration practices improve operational performance; resource …
Ai-Based Environmental Economic - Modeling: A Case Of Germany (1994–2024), Zahraa Taha Naqee
Ai-Based Environmental Economic - Modeling: A Case Of Germany (1994–2024), Zahraa Taha Naqee
Journal of Economics and Administrative Sciences
This research aims to analyse the impact of economic and energy variables on carbon emissions in Germany during the period (1994–2024), within the framework of environmental economic modelling based on artificial intelligence techniques. The study is based on the hypothesis that the nature of the energy structure and the level of economic activity contribute to explaining changes in carbon dioxide emissions to varying degrees. To verify this hypothesis, an artificial neural network model was adopted to analyse the relationship between a set of independent variables represented by total energy consumption, total energy production, the proportion of renewable energy in total …
Comparison Of 1d-Convolution Neural Network And Hilbert Huang Transform-Based Features For Ecg Signal Classification, Baqir Ahmed Hussein, Rabab Abdulrida Saleh
Comparison Of 1d-Convolution Neural Network And Hilbert Huang Transform-Based Features For Ecg Signal Classification, Baqir Ahmed Hussein, Rabab Abdulrida Saleh
Journal of Economics and Administrative Sciences
The electrocardiogram (ECG) signal is one of the primary biological signals used in the diagnosis of cardiac arrhythmias. However, conventional analysis and classification methods are often limited by the nonlinear and non-stationary nature of ECG signals. This research aims to evaluate the performance of a one-dimensional convolutional neural network (1D-CNN) and hybrid models that integrate Hilbert–Huang Transform (HHT)-based features with 1D-CNN for ECG signal classification. Five standard diagnostic categories (N, S, V, Q, and F) were considered. A comparative framework was developed, including a standalone 1D-CNN model and three hybrid models based on different HHT-derived features. Model performance was assessed …
Picc-Pal: A Support Band For Independent Picc Line Use, Kylie Luker
Picc-Pal: A Support Band For Independent Picc Line Use, Kylie Luker
Honors Theses
This project presents the design and evaluation of PICC-PAL, a wearable assistive device intended to improve independence and usability for patients managing peripherally inserted central catheters (PICC lines) at home. Current at-home PICC line management often requires help due to the fine motor skills needed to connect and secure tubing. This increases reliance on caregivers and introduces potential risks such as infection and dislodgement. Through stakeholder analysis, prior art evaluation, and iterative prototyping, a device was developed to stabilize the PICC line lumen and enable one-handed connection of medical tubing. Throughout the project, multiple design concepts were explored, with the …
The Impact Of Forensic Accounting On The Effectiveness Of Fraud Detection In Private-Sector Banking And Merchandising Companies: Evidence From Sulaymaniyah City, Kurdistan Region, Iraq, Barham Khalid Hassan
The Impact Of Forensic Accounting On The Effectiveness Of Fraud Detection In Private-Sector Banking And Merchandising Companies: Evidence From Sulaymaniyah City, Kurdistan Region, Iraq, Barham Khalid Hassan
Journal of Economics and Administrative Sciences
This study examines the impact of forensic accounting techniques, challenges, and accountants' skills on fraud detection effectiveness in the private sector of Sulaymaniyah City, Kurdistan Region of Iraq. The study employed a quantitative research design, with preliminary semi-structured interviews conducted to inform questionnaire development. In the qualitative phase, purposive sampling was used to interview eight forensic accountants with experience handling multiple fraud cases in Sulaymaniyah. Insights from these interviews guided the creation of a structured questionnaire, which was subsequently distributed to Seventy-four accounting professionals from private banks and merchandising firms for the main data collection. Data were analysed using SPSS …
From Religious Sites To Cinematographic Sets: Symbolism Of Religious Cultural Heritage In The Italian Series ‘Le Indagini Di Lolita Lobosco’, Antonietta Ivona, Lucrezia Lopez
From Religious Sites To Cinematographic Sets: Symbolism Of Religious Cultural Heritage In The Italian Series ‘Le Indagini Di Lolita Lobosco’, Antonietta Ivona, Lucrezia Lopez
International Journal of Religious Tourism and Pilgrimage
Cinema and television, as core components of the creative industries, play a crucial role in transforming cultural heritage into meaningful narrative and symbolic resources. This study explores how religious cultural heritage is reconfigured from sacred sites into cinematographic sets, focusing on the Italian television series Le Indagini di Lolita Lobosco, set in Apulia. Drawing on the cultural and spatial turn in geography and media studies, the research examines the symbolic, aesthetic, and spatial functions of religious architecture and sacred landscapes within the series. Churches, monasteries, and coastal sacred spaces are not treated as mere backdrops, but as narrative devices that …
Consistency-Based Computing Of Fuzzy Eigenvalues And Fuzzy Eigenvectors: Method And Application, Kamala. R. Aliyeva Prof., Nihad Mehdiyev, Shamil Mehdi
Consistency-Based Computing Of Fuzzy Eigenvalues And Fuzzy Eigenvectors: Method And Application, Kamala. R. Aliyeva Prof., Nihad Mehdiyev, Shamil Mehdi
Chemical Technology, Control and Management
The computation of eigenvalues and eigenvectors under uncertainty is a fundamental problem in fuzzy linear algebra and decision analysis. When matrix elements are represented by fuzzy numbers, classical spectral methods cannot be directly applied due to nonlinearity, ambiguity in ordering, and the propagation of uncertainty. Moreover, in many practical applications, particularly those involving pairwise comparison matrices, the reliability of eigenvalue-based results strongly depends on the consistency of the underlying data. This paper proposes a consistency-based framework for computing fuzzy eigenvalues and fuzzy eigenvectors that explicitly integrates consistency analysis into the spectral derivation process. The proposed method preserves the fuzzy structure …