The impact of Generative AI (GenAI) on practices, policies and research direction in education: a case of ChatGPT and Midjourney

Interactive Learning Environments, Journal Year: 2023, Volume and Issue: unknown, P. 1 - 17

Published: Sept. 4, 2023

Generative artificial intelligence (GenAI) tools have become increasingly accessible and impacted school education in numerous ways. However, most of the discussions occur higher education. In schools, teachers’ perspectives are crucial for making sense innovative technologies. Accordingly, this qualitative study aims to investigate how GenAI changes our from teachers leaders. It used four domains – learning, teaching, assessment, administration as initial framework suggested a systematic literature review on AI The participants were 88 leaders different backgrounds. They completed survey joined focus group share ChatGPT Midjounery had effect Thematic analysis identified main themes 12 subthemes. findings provide three suggestions practices: know-it-all attitude, new prerequisite knowledge, interdisciplinary implications policy: education, professional standards. also further suggest six future research directions

Language: Английский

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The Power of Generative AI: A Review of Requirements, Models, Input–Output Formats, Evaluation Metrics, and Challenges

Future Internet, Journal Year: 2023, Volume and Issue: 15(8), P. 260 - 260

Published: July 31, 2023

Generative artificial intelligence (AI) has emerged as a powerful technology with numerous applications in various domains. There is need to identify the requirements and evaluation metrics for generative AI models designed specific tasks. The purpose of research aims investigate fundamental aspects systems, including their requirements, models, input–output formats, metrics. study addresses key questions presents comprehensive insights guide researchers, developers, practitioners field. Firstly, necessary implementing systems are examined categorized into three distinct categories: hardware, software, user experience. Furthermore, explores different types described literature by presenting taxonomy based on architectural characteristics, such variational autoencoders (VAEs), adversarial networks (GANs), diffusion transformers, language normalizing flow hybrid models. A classification input output formats used also provided. Moreover, proposes system discusses commonly AI. findings contribute advancements field, enabling effectively implement evaluate applications. significance lies understanding that crucial effective planning, design, optimal performance. aids selecting suitable options driving advancements. Classifying enables leveraging diverse customized while establish standardized methods assess model quality

Language: Английский

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Leveraging ChatGPT and other generative artificial intelligence (AI)-based applications in the hospitality and tourism industry: practices, challenges and research agenda

International Journal of Contemporary Hospitality Management, Journal Year: 2023, Volume and Issue: 36(1), P. 1 - 12

Published: June 5, 2023

Purpose The hospitality and tourism sector has witnessed phenomenal growth in customer numbers during the postpandemic times. This been accompanied by use of technologies interface backend activities, including adoption self-serving technologies. study aims to analyze existing practices challenges establish a research agenda for implementation generative artificial intelligence (AI) (such as ChatGPT) similar tools industry. Design/methodology/approach analyzes literature practices. draws upon these outline novel scholars practitioners working this domain. Findings integration AI technologies, such ChatGPT, will have transformational impact on highlights potential implementing from perspectives companies, customers regulators. Research limitations/implications serves reference material those who are planning like ChatGPT their businesses. also pitfalls that ChatGPT-enabled systems may encounter service delivery processes. Originality/value is pioneering work assesses applications within

Language: Английский

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The ethics of ChatGPT – Exploring the ethical issues of an emerging technology

International Journal of Information Management, Journal Year: 2023, Volume and Issue: 74, P. 102700 - 102700

Published: Sept. 9, 2023

This article explores ethical issues raised by generative conversational AI systems like ChatGPT. It applies established approaches for analysing ethics of emerging technologies to undertake a systematic review possible benefits and concerns. The methodology combines identified Anticipatory Technology Ethics, Ethical Impact Assessment, Issues Emerging ICT Applications with AI-specific from the literature. These are applied analyse ChatGPT's capabilities produce humanlike text interact seamlessly. analysis finds ChatGPT could provide high-level societal benefits. However, it also raises significant concerns across social justice, individual autonomy, cultural identity, environmental issues. Key high-impact include responsibility, inclusion, cohesion, safety, bias, accountability, impacts. While current discourse focuses narrowly on specific such as authorship, this systematically uncovers broader, more balanced range worthy attention. Findings consistent research industry priorities AI. Implications need diverse stakeholder engagement, considering risks holistically when developing applications, multi-level policy interventions promote positive outcomes. Overall, demonstrates that applying technology methodologies can rigorous, comprehensive foundation guide action around impactful paper advocates sustaining broad, perspective use cases unfold realize while addressing downsides.

Language: Английский

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ChatGPT and the hospitality and tourism industry: an overview of current trends and future research directions

Journal of Hospitality Marketing & Management, Journal Year: 2023, Volume and Issue: 32(5), P. 579 - 592

Published: May 12, 2023

Since its launch, ChatGPT, an artificial intelligence chatbot developed by Open AI based on the premises of generative pre-trained transformer autoregressive language models, has gained widespread popularity and is making significant impact society with unique features, such as natural processing contextual awareness. ChatGPT viewed a major disruptive innovation that likely to revolutionize operations in many industries including hospitality tourism industry. The adoption will result substantial changes throughout industry disrupting how customer search for information, make decisions, businesses produce, create, deliver customized services experiences. This conceptual paper provides comprehensive discussion transformers' (GPTs) benefits, potential challenges threats they pose feasibility integrating GPT into different travel stages decision-making processes also discussed. article concludes proposing future research agenda using creating delivering experiences, which can guide further advancements field.

Language: Английский

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The impact of ChatGPT on higher education

Frontiers in Education, Journal Year: 2023, Volume and Issue: 8

Published: Sept. 8, 2023

Introduction This study explores the effects of Artificial Intelligence (AI) chatbots, with a particular focus on OpenAI’s ChatGPT, Higher Education Institutions (HEIs). With rapid advancement AI, understanding its implications in educational sector becomes paramount. Methods Utilizing databases like PubMed, IEEE Xplore, and Google Scholar, we systematically searched for literature AI chatbots’ impact HEIs. Our criteria prioritized peer-reviewed articles, prominent media outlets, English publications, excluding tangential chatbot mentions. After selection, data extraction focused authors, design, primary findings. The analysis combined descriptive thematic approaches, emphasizing patterns applications chatbots Results review revealed diverse perspectives ChatGPT’s potential education. Notable benefits include research support, automated grading, enhanced human-computer interaction. However, concerns such as online testing security, plagiarism, broader societal economic impacts job displacement, digital literacy gap, AI-induced anxiety were identified. also underscored transformative architecture ChatGPT versatile sector. Furthermore, advantages streamlined enrollment, improved student services, teaching enhancements, aid, increased retention highlighted. Conversely, risks privacy breaches, misuse, bias, misinformation, decreased human interaction, accessibility issues Discussion While AI’s global expansion is undeniable, there pressing need balanced regulation application within Faculty members are encouraged to utilize tools proactively ethically mitigate risks, especially academic fraud. Despite study’s limitations, including an incomplete representation overall effect education absence concrete integration guidelines, it evident that technologies present both significant risks. advocates thoughtful responsible

Language: Английский

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On the use of AI-based tools like ChatGPT to support management research

European Journal of Innovation Management, Journal Year: 2023, Volume and Issue: 26(7), P. 233 - 241

Published: April 3, 2023

Purpose The article discusses the current relevance of artificial intelligence (AI) in research and how AI improves various methods. This focuses on practical case study systematic literature reviews (SLRs) to provide a guideline for employing process. Design/methodology/approach Researchers no longer require technical skills use their research. recent discussion about using Chat Generative Pre-trained Transformer (GPT), chatbot by OpenAI, has reached academic world fueled heated debates future Nevertheless, as saying goes, will not replace our job; human being will. editorial aims an overview state research, highlighting trends developments field. Findings main result is guidelines scientific were developed review but authors believe instructions provided can be adjusted many fields including limited quantitative data qualification, unstructured data, qualitative even support functions repetitive tasks. Originality/value already potential make researchers’ work faster, more reliable convenient. highlight advantages limitations time, which should present any utilizing AI. Advantages include objectivity repeatability processes that currently are subject error. most substantial disadvantages lie architecture general-purpose models, understanding essential them describe critical shortcomings without going into detail suggest with daily.

Language: Английский

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Analysing the Role of ChatGPT in Improving Student Productivity in Higher Education

Journal on Education, Journal Year: 2023, Volume and Issue: 5(4), P. 14886 - 14891

Published: April 6, 2023

Student productivity in higher education is still a problem. In the digital era, technology increasingly developing and provides convenience for doing various things, including terms of learning. The purpose this study will be an analysis role ChatGPT helping to improve quality student productivity. This research qualitative nature. Data collection techniques include listening recording important information conduct data through reduction, display, conclusion drawing. concludes that can make significant contribution improving language model help students ways, such as providing useful resources, skills, facilitating collaboration, increasing time efficiency effectiveness, support motivation.

Language: Английский

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The impact of AI writing tools on the content and organization of students’ writing: EFL teachers’ perspective

Cogent Education, Journal Year: 2023, Volume and Issue: 10(2)

Published: July 20, 2023

The primary objective of this study was to examine the range available Artificial Intelligence (AI) writing tools and assess their influence on student writing, particularly in terms content organization, as perceived by English a Foreign Language (EFL) teachers. Utilizing qualitative approach, research constructed within case design. data collected via semi-structured interviews, targeting information about diversity AI impact students" quality. gathered from four EFL teachers across three distinct universities Indonesia, shedding light variety used classrooms. These included applications like Quillbot, WordTune, Jenni, Chat-GPT, Paperpal, Copy.ai, Essay Writer. Furthermore, these unanimously agreed that positively improved students' quality, enhancing quality organization. findings imply integrating can prove beneficial elevating writing. In response study's limitations, recommendations for future were also addressed.

Language: Английский

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Artificial intelligence in logistics and supply chain management: A primer and roadmap for research

Journal of Business Logistics, Journal Year: 2023, Volume and Issue: 44(4), P. 532 - 549

Published: Sept. 29, 2023

Abstract The dawn of generative artificial intelligence (AI) has the potential to transform logistics and supply chain management radically. However, this promising innovation is met with a scholarly discourse grappling an interplay between capabilities drawbacks. This conversation frequently includes dystopian forecasts mass unemployment detrimental repercussions concerning academic research integrity. Despite current hype, existing exploring intersection AI (L&SCM) sector remains limited. Therefore, editorial seeks fill void, synthesizing applications within L&SCM domain alongside analysis implementation challenges. In doing so, we propose robust framework as primer roadmap for future research. will give researchers organizations comprehensive insights strategies navigate complex yet landscape integration domain.

Language: Английский

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