Evaluating the Efficacy of Generative Artificial Intelligence in Grading: Insights from Authentic Assessments in Economics DOI
Minh Nhat Nguyen, Binh Nguyen Thanh, Diem Thi Hong Vo

et al.

SSRN Electronic Journal, Journal Year: 2024, Volume and Issue: unknown

Published: Jan. 1, 2024

This study explores how Generative Artificial Intelligence (AI) can assist educators in grading, especially authentic assessments within economics education. Authentic assessments, crucial for developing 21st-century skills, often involve complex, take-home assignments that challenge students to apply theoretical knowledge practical situations. These assignments, though essential, pose grading challenges due time constraints and potential biases. Addressing this, the introduces a framework assess AI's effectiveness using tools like ChatGPT4. The involves comparing human expert evaluations with those generated by AI, across various cognitive levels of Bloom's taxonomy. research specifically examines ability grade text data analysis questions, its consistency markers, while also considering biases halo confirmation effects. findings indicate ChatGPT4 aligns closely lower-level tasks text-based it falls short higher-level tasks. not only highlights AI enhancing efficiency reducing higher education but points out limitations, offering insights policymakers.

Language: Английский

Perceptions of Higher Education Students towards ChatGPT Usage DOI Open Access
S.R. Das,

Madhusudan J.V.

International Journal of Technology in Education, Journal Year: 2024, Volume and Issue: 7(1), P. 86 - 106

Published: Feb. 4, 2024

In the context of contemporary technological advancements, Artificial Intelligence (AI) has gained considerable significance in field education. light ChatGPT’s growing popularity, this research aims to explore how higher education students perceive use ChatGPT academics, examining factors influencing its acceptance, as well benefits, limitations, and ethical concerns. The study applied a survey design, collecting data through Google Forms from undergraduate, postgraduate, doctoral students. A total 162 participants, who were using selected convenience sampling. findings indicate positive perception among respondents regarding ChatGPT's academic applications, acceptance factors, also reveals that towards usage is not significantly influenced by gender, programs, streams. insights holds significant implications for responsible effective integration environments, taking into account perceived benefits

Language: Английский

Citations

25

Gemini versus ChatGPT: applications, performance, architecture, capabilities, and implementation DOI Creative Commons

Nitin Rane,

Saurabh Choudhary, Jayesh Rane

et al.

Journal of Applied Artificial Intelligence, Journal Year: 2024, Volume and Issue: 5(1), P. 69 - 93

Published: March 20, 2024

This research paper presents an in-depth comparative examination of Gemini and ChatGPT, two prominent conversational AI models, exploring their respective applications, performance metrics, architectural variances, overall capabilities. As becomes increasingly prevalent across industries, comprehending the nuances these models pivotal for effective deployment. The initiates by outlining wide array applications both spanning industries such as customer service, construction, finance, education, healthcare, entertainment. It analyzes how each model addresses specific use cases, emphasizing flexibility potential impact different sectors. Following this, study assesses ChatGPT through empirical benchmarks real-world deployment scenarios. Key including response coherence, accuracy, latency, scalability, are scrutinized to gauge models' ability generate contextually appropriate coherent responses in contexts. Moreover, elucidates distinctions between covering variances training methodologies, architectures, underlying technologies. Understanding provides deeper insights into computational mechanisms underpinning model's performance. Lastly, explores capabilities handling complex linguistic phenomena, deciphering user intents, sustaining engaging dialogues over prolonged interactions. discussion encompasses language generation, sentiment analysis, context retention, ethical considerations, shedding light on facilitate meaningful human-computer Through this thorough contributes ongoing conversation surrounding systems. offers valuable strengths limitations empowering stakeholders make informed decisions regarding optimal utilization diverse applications.

Language: Английский

Citations

16

Higher education students’ perceptions of ChatGPT: A global study of early reactions DOI Creative Commons
Dejan Ravšelj, Damijana Keržič, Nina Tomaževič

et al.

PLoS ONE, Journal Year: 2025, Volume and Issue: 20(2), P. e0315011 - e0315011

Published: Feb. 5, 2025

The paper presents the most comprehensive and large-scale global study to date on how higher education students perceived use of ChatGPT in early 2024. With a sample 23,218 from 109 countries territories, reveals that primarily used for brainstorming, summarizing texts, finding research articles, with few using it professional creative writing. They found useful simplifying complex information content, but less reliable providing supporting classroom learning, though some considered its clearer than peers teachers. Moreover, agreed need AI regulations at all levels due concerns about promoting cheating, plagiarism, social isolation. However, they believed could potentially enhance their access knowledge improve learning experience, efficiency, chances achieving good grades. While was as effective improving literacy, digital communication, content creation skills, interpersonal decision-making, numeracy, native language proficiency, development critical thinking skills. Students also felt would boost demand AI-related skills facilitate remote work without significantly impacting unemployment. Emotionally, mostly positive ChatGPT, curiosity calmness being common emotions. Further examinations reveal variations students' perceptions across different socio-demographic geographic factors, key factors influencing identified. Higher institutions' managers teachers may benefit these findings while formulating curricula instructions/regulations use, well when designing teaching methods assessment tools. policymakers consider strategies secondary system development, especially light changing labor market needs related development.

Language: Английский

Citations

6

Integrating Building Information Modelling (BIM) and Artificial Intelligence (AI) for Smart Construction Schedule, Cost, Quality, and Safety Management: Challenges and Opportunities DOI

Nitin Rane

SSRN Electronic Journal, Journal Year: 2023, Volume and Issue: unknown

Published: Jan. 1, 2023

In recent times, the construction industry has experienced notable progress, especially through amalgamation of Building Information Modelling (BIM) and Artificial Intelligence (AI). This integration holds significant potential for transforming management schedules, costs, quality, safety, thus amplifying overall efficiency efficacy projects. Nonetheless, merging BIM AI presents its own set challenges, comprehending these obstacles is crucial effectively implementing fostering this symbiotic relationship. research critically evaluates current challenges future scope linked to intelligent management. The primary predominantly revolve around data interoperability. systems frequently operate on different platforms structures, resulting in intricacies exchange synchronization. Additionally, concerns related privacy security pose substantial barriers utilization algorithms data, prompting worries about safeguarding misuse sensitive project information. Furthermore, proficient necessitates a thorough understanding algorithms, requiring comprehensive training skill development among professionals. context, underscores necessity framework education facilitate widespread adoption implementation AI-integrated practices sector. also promising prospects integration, highlighting improved decision-making processes, predictive analytics, real-time monitoring capabilities. It stresses significance establishing standardized protocols guidelines ensure seamless interoperability between systems. it emphasizes importance continuous address existing unlock full integrated approach

Language: Английский

Citations

40

Metaverse Marketing Strategies: Enhancing Customer Experience and Analysing Consumer Behaviour Through Leading-edge Metaverse Technologies, Platforms, and Models DOI
Nitin Liladhar Rane, Saurabh Choudhary, Jayesh Rane

et al.

SSRN Electronic Journal, Journal Year: 2023, Volume and Issue: unknown

Published: Jan. 1, 2023

Metaverse technologies have emerged as groundbreaking tools, altering how businesses interact with consumers and analyse their behaviours. This research delves into inventive marketing strategies that emphasize enriching customer experiences understanding consumer behaviour through cutting-edge technologies, platforms, models. The provides a vibrant, immersive setting where can craft interactive, realistic encounters for clientele. Utilizing virtual reality (VR) augmented (AR) companies establish storefronts, enabling customers to explore products services in visually captivating ways. Interactive 3D models, simulations, gamified enhance engagement, facilitating personalized interactions bridge the gap between physical digital realms. Leveraging platforms such Decentraland, Roblox, VRChat, create branded spaces, host events, foster meaningful connections audience. present unprecedented opportunities real-time analysis of behaviour. Within advanced AI algorithms, machine learning, data analytics empower monitor interactions, preferences, purchasing patterns. data-centric approach marketers valuable insights behavior, them make informed decisions, optimize product offerings, tailor campaigns. Virtual eye-tracking, gesture recognition, emotional tools further offering comprehensive user engagement sentiment. Beyond conventional social media e-commerce are increasingly embracing innovative NFT (Non-Fungible Token) marketplaces, decentralized autonomous organizations (DAOs), blockchain-based economies reshaping marketplace. Smart contracts blockchain technology ensure transparency, security, authenticity, fostering trust among consumers. As these they new avenues monetization, collaborations, community building. By leveraging experiences, analytics, satisfaction, gain actionable insights, maintain competitive edge landscape. Embracing represents more than just passing trend; it signifies transformative journey, unparalleled thrive age.

Language: Английский

Citations

36

Sustainable tourism development using leading-edge Artificial Intelligence (AI), Blockchain, Internet of Things (IoT), Augmented Reality (AR) and Virtual Reality (VR) technologies DOI
Nitin Liladhar Rane, Saurabh Choudhary, Jayesh Rane

et al.

SSRN Electronic Journal, Journal Year: 2023, Volume and Issue: unknown

Published: Jan. 1, 2023

This research paper delves into the potential for transformation by incorporating cutting-edge technologies such as Artificial Intelligence (AI), Blockchain, Internet of Things (IoT), Augmented Reality (AR), and Virtual (VR) to foster sustainable development tourism. The contemporary tourism industry confronts unprecedented challenges, including environmental degradation, cultural disruption, socio-economic imbalances. investigation explores innovative application advanced a comprehensive solution tackle these challenges propel sector toward more future. emerges pivotal facilitator in enhancing operations decision-making processes. Leveraging predictive analytics, machine learning, natural language processing, AI contributes optimized resource allocation, personalized visitor experiences, formulation data-driven sustainability strategies. Blockchain technology, recognized its decentralized transparent nature, is utilized establish secure traceable supply chains, ensuring equitable economic distribution minimizing impact travel. (IoT) assumes central role creating intelligent interconnected ecosystems. IoT devices enable real-time monitoring conditions, empowering destination management organizations implement adaptive measures conservation. Furthermore, enhance safety satisfaction through context-aware services. (AR) offer immersive experiences that redefine how tourists interact with destinations. AR enriches historical context attractions, fostering deeper understanding appreciation local heritage. Meanwhile, VR enables virtual reducing need physical travel consequently mitigating carbon footprints. findings underscore technology-driven approach practices, long-term environmental, social, sustainability.

Language: Английский

Citations

28

Contribution and performance of ChatGPT and other Large Language Models (LLM) for scientific and research advancements: a double-edged sword DOI Open Access
Nitin Liladhar Rane,

Abhijeet Tawde,

Saurabh Choudhary

et al.

International Research Journal of Modernization in Engineering Technology and Science, Journal Year: 2023, Volume and Issue: unknown

Published: Oct. 12, 2023

This study focuses on evaluating the performance and potential contributions of ChatGPT, a generative artificial intelligence model, to advancement scientific research fields, including public health, climate change, computer programming, education etc.The commences by examining role ChatGPT in publishing, demonstrating how it can streamline creation content, thereby enhancing accessibility dissemination knowledge.In context health medical writing, investigates transform healthcare assisting professionals researchers generating accurate informative documents, contributing significantly widespread critical information advancements.In fight against change global warming, emerges as promising tool for addressing challenges related data analysis, prediction modeling, communication.The explores support scientists policymakers synthesizing intricate data, creating effective communication materials, mobilizing awareness action.Furthermore, assesses ChatGPT's field where aid developers debugging programming errors.Its ability comprehend generate code snippets streamlines problem-solving, boosting software development efficiency quality.The extends its examination across various domains, education.Additionally, delves into opportunities associated with integrating large language models like education.It enhance learning experience, automate administrative tasks, deliver personalized educational content.Simultaneously, addresses concerns bias, ethics, privacy.This underscores significant advancing endeavors multiple domains.It emphasizes importance responsible ethical utilization AI recognizing they offer expedite progress address challenges, all while remaining vigilant about societal implications.

Language: Английский

Citations

26

Metaverse for Enhancing Customer Loyalty: Effective Strategies to Improve Customer Relationship, Service, Engagement, Satisfaction, and Experience DOI
Nitin Liladhar Rane, Saurabh Choudhary, Jayesh Rane

et al.

SSRN Electronic Journal, Journal Year: 2023, Volume and Issue: unknown

Published: Jan. 1, 2023

In the dynamic realm of digital technology, Metaverse has emerged as a revolutionary platform with vast potential for businesses aiming to strengthen customer loyalty. This study investigates effective techniques within enhance relationships, service, engagement, satisfaction, and overall experience. As increasingly migrate virtual spaces, understanding nuances interaction becomes crucial. The research employs comprehensive approach, blending qualitative quantitative methods explore diverse aspects loyalty in Metaverse. Qualitative methods, such in-depth interviews participant observations environments, offer profound insights into behavior expectations. Quantitative surveys provide structured data, enabling statistical analysis metrics. findings underscore significant impact utilization on Tailored avatars, immersive interactive experiences foster sense belonging personalization, nurturing deeper emotional bond between customers brands. Real-time support personalized services elevate satisfaction trust, leading heightened levels Additionally, outlines key strategies implement Metaverse, including gamification, social interactions, events, augmented reality integrations. Gamified engagement retention, while interactions cultivate community, encouraging advocate brand. Virtual events applications innovative platforms showcase products, educate customers, facilitate meaningful thereby bolstering provides valuable transformative shaping future customer-business relationships. By embracing identified strategies, can not only adapt evolving landscape but also enduring loyalty, ensuring sustainable growth success market.

Language: Английский

Citations

23

Gemini Versus ChatGPT: Applications, Performance, Architecture, Capabilities, and Implementation DOI

Nitin Rane,

Saurabh Choudhary, Jayesh Rane

et al.

SSRN Electronic Journal, Journal Year: 2024, Volume and Issue: unknown

Published: Jan. 1, 2024

Language: Английский

Citations

9

Exploring the Impact of AI in Language Education: Vietnamese EFL Teachers’ Views on Using ChatGPT for Fairy Tale Retelling Tasks DOI Creative Commons
Hua Hong Hieu, Le Thanh Thao

International Journal of Learning Teaching and Educational Research, Journal Year: 2024, Volume and Issue: 23(3), P. 486 - 503

Published: March 30, 2024

This study investigated the perceptions of Vietnamese tertiary-level English as a Foreign Language (EFL) teachers regarding use ChatGPT, an advanced artificial intelligence (AI) language model, in students’ fairy tale retelling writing tasks. Employing qualitative methodology, research involved semi-structured interviews with nine EFL from two institutions representing range teaching experiences: novice, mid-career, and near-end-career. The technology acceptance model (TAM) constructivist learning theory (CLT) framed study, providing dual perspective on integration education. thematic analysis revealed spectrum challenges opportunities integrating ChatGPT into teaching. Key include concerns about over-reliance AI, cultural contextual misalignments, existing methods, accuracy issues, impact creativity, technical barriers, ethical considerations. Conversely, identified encompass enhanced student engagement, personalized learning, professional development for teachers, improvement proficiency, reduction teacher workload, encouragement technological adoption, fostering critical thinking creativity. suggests need balanced AI education, emphasizing personalized, interactive experiences teachers.

Language: Английский

Citations

8