PHILOSOPHY IN BUSINESS ANALYTICS: A REVIEW OF SUSTAINABLE AND ETHICAL APPROACHES

International Journal of Management & Entrepreneurship Research, Journal Year: 2024, Volume and Issue: 6(1), P. 69 - 86

Published: Jan. 13, 2024

The integration of philosophy into the realm business analytics is a nuanced and evolving discourse that transcends technicalities data analysis. This paper encapsulates comprehensive review delves ethical sustainable dimensions analytics, probing philosophical underpinnings shape responsible use in corporate decision-making. examines moral considerations inherent investigating implications collection, analysis, utilization. It contemplates landscape privacy, transparency, responsibilities businesses era pervasive data-driven Furthermore, explores sustainability acknowledging environmental impact centers, energy consumption, life cycle digital technologies. evaluates principles guiding practices field, aiming to harmonize pursuit insights with ecological responsibility. In essence, this study outlines exploration how shapes guides approaches domain analytics. sets stage for critical examination intersection between decision-making underpin practices. Keywords: Philosophy, Business Analytics, Sustainable, Ethical Approaches, Review.

Language: Английский

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"Challenges and future in deep learning for sentiment analysis: a comprehensive review and a proposed novel hybrid approach"

Artificial Intelligence Review, Journal Year: 2024, Volume and Issue: 57(3)

Published: Feb. 19, 2024

Abstract Social media is used to categorise products or services, but analysing vast comments time-consuming. Researchers use sentiment analysis via natural language processing, evaluating methods and results conventionally through literature reviews assessments. However, our approach diverges by offering a thorough analytical perspective with critical analysis, research findings, identified gaps, limitations, challenges future prospects specific deep learning-based in recent times. Furthermore, we provide in-depth investigation into categorizing prevalent data, pre-processing methods, text representations, learning models, applications. We conduct evaluation of advances architectures, assessing their pros cons. Additionally, offer meticulous methodologies, integrating insights on applied tools, strengths, weaknesses, performance results, detailed feature-based examination. present discussion the challenges, drawbacks, factors contributing successful enhancement accuracy within realm analysis. A comparative article clearly shows that capsule-based RNN approaches give best an 98.02% which CNN RNN-based models. implemented various advanced deep-learning models across four benchmarks identify top performers. introduced innovative CRDC (Capsule Deep Bi structured RNN) model, demonstrated superior compared other methods. Our proposed achieved remarkable different databases: IMDB (88.15%), Toxic (98.28%), CrowdFlower (92.34%), ER (95.48%). Hence, this method holds promise for automated potential deployment.

Language: Английский

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The Importance of Community Involvement in Public Management Planning and Decision-Making Processes

Journal of Contemporary Administration and Management (ADMAN), Journal Year: 2023, Volume and Issue: 1(2), P. 84 - 92

Published: Aug. 13, 2023

Public management is an effort to deliver public services, programmes, and projects that are efficient, effective, equitable for the community. The planning decision-making processes of two key aspects in achieving this goal. Traditionally, mostly carried out by government officials internal stakeholders without involving active participation from However, increasingly complex diverse era, community involvement important cannot be ignored. This research aims explore role its impact on efficiency, effectiveness fairness service delivery. a literature review adopts qualitative method approach, which means it will analyse interpret data relying information text various sources. study results show process principle democratic participation-based governance. Community helps create more transparent, accountable, inclusive, responsive needs aspirations people.

Language: Английский

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Exploring the competence of ChatGPT for customer and patient service management

Intelligent Pharmacy, Journal Year: 2024, Volume and Issue: 2(3), P. 392 - 414

Published: March 23, 2024

The modern language generation model ChatGPT, created by Open Artificial Intelligence (AI), is recognised for its capacity to comprehend context and produce pertinent content. This built on the transformer architecture, which enables it process massive volumes of data text that both cohesive illuminating. Service a crucial component everywhere as provides basis establishing client rapport offering aid support. In healthcare, application ChatGPT patient service support has been one most significant advances in recent years. can help overcome obstacles improve satisfaction facilitating communication with healthcare personnel understanding care. It assist enhancing entire experience personalised information patients making more straightforward them communicate professionals. Its goal be expedite streamline promptly accurately responding customers. Businesses all sizes increasingly use since allows provide 24/7 customer without requiring human contact. paper briefly discusses need better services. Various perspectives improving services through are discussed. article also discussed major key enablers refining assistance. Further, identifies critical areas service. With ability handle several requests simultaneously, respond quickly questions, gain knowledge from every interaction, revolutionising accessibility compatibility various channels make desirable solution businesses looking As technology advances, positioned become an essential tool wishing speedy customised Although may give convincing solutions, chance providing accurate updated poses problem usage jobs up-to-date information. future, will efficient due AI.

Language: Английский

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Application of ChatGPT in Business Management and Strategic Decision Making

Jurnal Minfo Polgan, Journal Year: 2023, Volume and Issue: 12(2), P. 1688 - 1697

Published: Sept. 1, 2023

In the era of globalisation and information technology revolution, businesses are faced with increasingly complex dynamic challenges. Business managers company executives required to make right fast strategic decisions maintain company's competitive advantage in a rapidly changing market. Along development AI NLP, applications business management have undergone significant developments. One latest promising innovations is use ChatGPT context decision-making. This research aims investigate application literature review that adopts qualitative method approach, which means it will analyse interpret data by relying on text from various sources. The study results show decision-making offers great potential for improving efficiency, productivity quality With its ability provide quick responses, in-depth analysis personalised interactions, can be valuable intelligent assistant enterprises. Key benefits using improved customer service, process automation, more data-driven

Language: Английский

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The Role of ChatGPT in Improving the Efficiency of Business Communication in Management Science

Jurnal Minfo Polgan, Journal Year: 2023, Volume and Issue: 12(1), P. 1482 - 1491

Published: Aug. 7, 2023

In the era of globalisation and rapidly growing information technology, business communication has become one critical aspects management science that plays an important role in success organisation. Efficient can lead to better collaboration, faster decision-making, improve overall organisational productivity performance. This research aims investigate depth about ChatGPT improving efficiency science. The current type is qualitative. Data collection techniques include listening recording conduct data analysis through reduction, display, conclusion drawing. study results show ever-evolving technology digitalisation, proven itself as effective tool From responsiveness availability communication, analysis, strategic support, facilitating development, innovation, provides organisations with a variety advantages various their operations.

Language: Английский

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Leveraging ChatGPT for Real-Time Decision-Making in Autonomous Systems

Eduzone International peer reviewed/refereed academic multidisciplinary journal, Journal Year: 2023, Volume and Issue: 12(02), P. 101 - 106

Published: Jan. 1, 2023

The advent of autonomous systems has revolutionized industries ranging from transportation to manufacturing. One the key challenges in is real-time decision-making, which requires a balance between complex data analysis and swift action. This paper explores application ChatGPT, state-of-the-art language model, addressing this challenge by leveraging its natural understanding capabilities for decision-making systems. begins discussing fundamental role systems, highlighting need rapid informed choices ensure safe efficient operation. It then introduces ChatGPT unique ability comprehend generate human-like text. By fine-tuning with domain-specific integrating it into model can effectively interpret inputs provide context-aware recommendations. implications are profound, as not only streamlines decision processes but also allows intuitive human-machine interaction. concludes significance collaborative research development efforts AI experts maximize benefits fabric technologies.

Language: Английский

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Effect of Generative Artificial Intelligence on Strategic Decision Making in Entrepreneurial Business Initiatives: A Systematic Literature Review

Administrative Sciences, Journal Year: 2025, Volume and Issue: 15(2), P. 66 - 66

Published: Feb. 18, 2025

Generative Artificial Intelligence (GAI) emerges as a promising tool to improve strategic decision-making in business environment characterized by increasing complexity. There are external and internal factors that part of the success entrepreneurial initiatives. A relevant factor is technological an innovation make decision making effective. The study reviews existing literature on implementing GAI decision-making. It assesses its short-, medium- long-term effects, considering interaction between human judgment. Challenges related uncertainty, complexity, ambiguity examined, reviewed understand these aspects comprehensively. review shows that, despite advanced capabilities analyze data generate patterns, judgment remains crucial situations high uncertainty. results suggest combining with expertise can accuracy efficiency integrating strengths both parties. implementation offer significant improvements decisions. However, experience remain essential, especially uncertain contexts. key maximizing benefits lies finding right balance artificial intelligence capital.

Language: Английский

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The Ethical Role of Generative Artificial Intelligence in Modern HR Decision-Making: A Systematic Literature Review

European Journal of Business Management and Research, Journal Year: 2025, Volume and Issue: 10(1), P. 44 - 55

Published: Jan. 23, 2025

The rapid development of generative artificial intelligence (AI) has led to the recognition tools like ChatGPT and its potential transform human resource (HR) management processes, particularly in decision-making. This review study aims assess effectiveness benefits enhancing HR functions, decision-making, identify any challenges ethical considerations involved. Additionally, seeks establish a hybrid framework that combines AI-driven decision-making with oversight. A systematic literature was conducted using PRISMA guidelines, selecting 50 articles from Scopus Google Scholar databases. includes synthesis analysis publication trends keyword key themes such as ChatGPT’s impact on management. reveals can streamline improve communication, support personalized learning eventually contributing enhanced performance engagement. However, technology requires input for moral judgment empathy, presenting resistance adoption, algorithmic bias, data privacy concerns. uniquely contributes by providing role proposing addresses AI’s limitations through guidelines findings emphasize need empirical research larger, diverse settings future enhancements contextual understanding HR.

Language: Английский

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Students' Perception of Using ChatGPT as an AI-Integrated Tool in the Malay Language

Jurnal Penelitian dan Pengkajian Ilmu Pendidikan e-Saintika, Journal Year: 2025, Volume and Issue: 9(1), P. 13 - 31

Published: Feb. 28, 2025

This study examines the perceptions of students using ChatGPT in Malay language. To meet aims, We adopted theory technology acceptance model (TAM). The focuses on system quality, information service user satisfaction, perceived net benefits, and awareness ethics plagiarism. Data were collected through a Qualtrics survey. finding informed that quality achieved mean score 3.375, indicating ease use flexibility. Information received 3.27, suggesting accuracy usefulness. Service scored 3.207, reflecting adequate technical support consistent performance. User satisfaction was remarkably high, with 3.334, demonstrating strong confidence contentment ChatGPT’s functionality. Perceived benefits 3.337, highlighting language skills communication efficiency enhancements. Meanwhile, ethical considerations moderately addressed, 3.115, need for improved education responsible use. findings suggest is valuable tool language, areas further enhancement practices. At same time, understanding users’ will also help create between relevant AI resources, inform policies use, enhance learning experience learners.

Language: Английский

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