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Fashion AI across the value chain: A comprehensive literature review and future agenda
16 references·0 citing·55 second hopsampled
Fashion AI across the value chain: A comprehensive literature review and future agenda (2025)Fashion AI across the value chain: A comp…The role of artificial intelligence in improving the omnichannel customer experience (2023)The role of artificial intell…The online flow and its influence on awe experience: an AI-enabled e-tail service exploration (2023)The online flow and its influ…Leveraging the Power of Images in Managing Product Return Rates (2023)Leveraging the Power of Image…A grey decision-making trial and evaluation laboratory model for digital warehouse management in supply chain networks (2023)A grey decision-making trial …‘Fashioning’ the metaverse: A qualitative study on consumers’ value and perceptions of digital fashion in virtual worlds (2023)‘Fashioning’ the metaverse: A…The role of artificial intelligence in shaping the future of Agile fashion industry (2022)The role of artificial intell…Investigating the moderating role of AI-enabled services on flow and awe experience (2022)Investigating the moderating …Investigating the impact of AI-powered technologies on Instagrammers’ purchase decisions in digitalization era–A study of the fashion and apparel industry (2022)Investigating the impact of A…The Feeling Economy (2021)The Feeling EconomyArtificial intelligence in the fashion industry: consumer responses to generative adversarial network (GAN) technology (2020)Artificial intelligence in th…Artificial Intelligence (AI) or Intelligence Augmentation (IA): What Is the Future? (2020)Artificial Intelligence (AI) …A data-driven forecasting approach for newly launched seasonal products by leveraging machine-learning approaches (2020)A data-driven forecasting app…Implementation of Artificial Intelligence in Fashion: Are Consumers Ready? (2019)Implementation of Artificial …Emotional branding speaks to consumers’ heart: the case of fashion brands (2019)Emotional branding speaks to …A Detailed Review of Artificial Intelligence Applied in the Fashion and Apparel Industry (2019)A Detailed Review of Artifici…Technology-driven service strategy (2017)Technology-driven service str…The Commitment-Trust Theory of Relationship Marketing (1994)Affective Computing (1997)Evolving to a New Dominant Logic for Marketing (2003)Unstructured data in marketing (2018)Hook vs. hope: How to enhance customer engagement through gamification (2019)Marketing research on Mobile apps: past, present and future (2021)Motivation and Personality (1997)Consumers and Their Brands: Developing Relationship Theory in Consumer Research (1998)Handbook of Positive Psychology (2001)Emotional branding on fashion brand websites: harnessing the Pleasure-Arousal-Dominance (P-A-D) model (2020)What Have We Learned about the Effects of the COVID-19 Pandemic on Consumer Behavior? (2021)Metaverse as Future Promising Platform Business Model: Case Study on Fashion Value Chain (2022)A Framework for the Development of Decision Support Systems (1980)Big data: The next frontier for innovation, competition, and productivity (2011)Google Scholar, Web of Science, and Scopus: A systematic comparison of citations in 252 subject categories (2018)Deep Learning for Demand Forecasting in the Fashion and Apparel Retail Industry (2022)Artificial intelligence techniques for enhancing supply chain resilience: A systematic literature review, holistic framework, and future research (2023)Improving efficiency and sustainability via supply chain optimization through CNNs and BiLSTM (2024)Evaluating Structural Equation Models with Unobservable Variables and Measurement Error (1981)Structural equation modeling in practice: A review and recommended two-step approach. (1988)Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology (1989)Is Everyone an Artist? A Study on User Experience of AI-Based Painting System (2023)The Next-Generation Shopper: A Study of Generation-Z Perceptions of AI in Online Shopping (2024)I.—COMPUTING MACHINERY AND INTELLIGENCE (1950)The g factor: the science of mental ability (1998)Computing Machinery and Intelligence (1950) (2004)How Artificial Intelligence Is Promoting Financial Inclusion? A Study On Barriers Of Financial Inclusion (2022)Artificial Intelligence-Driven Talent Management System: Exploring the Risks and Options for Constructing a Theoretical Foundation (2023)Using artificial intelligence to implement the UN sustainable development goals at higher education institutions (2024)Time series forecasting using a hybrid ARIMA and neural network model (2003)Application of machine learning techniques for supply chain demand forecasting (2007)Exploring the use of deep neural networks for sales forecasting in fashion retail (2018)An integrated Delphi-MCDM-Bayesian Network framework for production system selection (2021)Deep-learning model using hybrid adaptive trend estimated series for modelling and forecasting sales (2022)The derived demand for advertising expenses and implications on sustainability: a comparative study using deep learning and traditional machine learning methods (2022)A power primer. (1992)Big Data and AI-Driven Product Design: A Survey (2023)Leveraging digital technology in retailing business: Unboxing synergy between omnichannel retail adoption and sustainable retail performance (2024)Promoting sustainable development goals through generative artificial intelligence in the digital supply chain: Insights from Chinese tourism SMEs (2024)Alternative Ways of Assessing Model Fit (1992)Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives (1999)A new criterion for assessing discriminant validity in variance-based structural equation modeling (2014)Family firms’ characteristics and consumer behaviour: An enquiry into millennials’ purchase intention in the online channel (2022)Appraisal factors of sustainable purchase intentions in online shopping platform context: PLS-SEM with theory extensions (2024)Exploring Chinese Millennials’ Purchase Intentions for Clothing with AI-Generated Patterns from Premium Fashion Brands: An Integration of the Theory of Planned Behavior and Perceived Value Perspective (2025)Dynamic capabilities and strategic management (1997)Explicating dynamic capabilities: the nature and microfoundations of (sustainable) enterprise performance (2007)The Discovery of Grounded Theory (2017)Artificial intelligence in supply chain decision-making: an environmental, social, and governance triggering and technological inhibiting protocol (2023)Identifying issues in adoption of AI practices in construction supply chains: towards managing sustainability (2023)Artificial intelligence in supply chain management: enablers and constraints in pre-development, deployment, and post-development stages (2024)The theory of planned behavior (1991)Common method biases in behavioral research: A critical review of the literature and recommended remedies. (2003)Defining Transformative Experiences: A Conceptual Analysis (2022)The dark side of employee-generative AI collaboration in the workplace: An investigation on work alienation and employee expediency (2025)
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References

  • 2020Artificial Intelligence (AI) or Intelligence Augmentation (IA): What Is the Future?348 cited
  • 2017Technology-driven service strategy263 cited
  • 2019Emotional branding speaks to consumers’ heart: the case of fashion brands230 cited
  • 2019A Detailed Review of Artificial Intelligence Applied in the Fashion and Apparel Industry167 cited
  • 2022Investigating the impact of AI-powered technologies on Instagrammers’ purchase decisions in digitalization era–A study of the fashion and apparel industry151 cited
  • 2019Implementation of Artificial Intelligence in Fashion: Are Consumers Ready?145 cited
  • 2020Artificial intelligence in the fashion industry: consumer responses to generative adversarial network (GAN) technology140 cited
  • 2022The role of artificial intelligence in shaping the future of Agile fashion industry122 cited
  • 2022Investigating the moderating role of AI-enabled services on flow and awe experience122 cited
  • 2020A data-driven forecasting approach for newly launched seasonal products by leveraging machine-learning approaches91 cited
  • 2023The role of artificial intelligence in improving the omnichannel customer experience76 cited
  • 2023Leveraging the Power of Images in Managing Product Return Rates71 cited
  • 2021The Feeling Economy66 cited
  • 2023A grey decision-making trial and evaluation laboratory model for digital warehouse management in supply chain networks

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65 cited
  • 2023‘Fashioning’ the metaverse: A qualitative study on consumers’ value and perceptions of digital fashion in virtual worlds64 cited
  • 2023The online flow and its influence on awe experience: an AI-enabled e-tail service exploration61 cited
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