Data-Driven decision making in agriculture and business: The role of advanced analytics

Computer Science & IT Research Journal, Год журнала: 2024, Номер 5(7), С. 1565 - 1575

Опубликована: Июль 7, 2024

Advanced analytics has revolutionized decision-making processes in agriculture and business by harnessing data-driven insights to optimize operations, manage risks, drive innovation. This paper explores the transformative role of advanced these sectors, highlighting key benefits, challenges, future directions. In agriculture, enables precision farming integrating AI, IoT sensors, satellite imagery. Predictive models forecast crop yields, irrigation, enhance soil management practices, improving productivity sustainability. Similarly, supports strategic analyzing consumer behavior, predicting market trends, optimizing supply chain operations. However, adopting faces challenges such as data quality, technical expertise, cost constraints, ethical considerations. Addressing requires investments infrastructure, talent development, regulatory compliance ensure secure usage. Emerging trends include AI-driven automation, blockchain for transparency, augmented democratizing access. Recommendations stakeholders investing capabilities, fostering collaborative partnerships, promoting a culture decision making. conclusion, offers profound opportunities efficiency, inform making, sustainable growth business. Embracing technologies is essential organizations seeking thrive economy. Keywords: Analytics, Precision Farming, Data-driven Decision Making, Business Intelligence.

Язык: Английский

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Advances in machine learning-driven pore pressure prediction in complex geological settings

Computer Science & IT Research Journal, Год журнала: 2024, Номер 5(7), С. 1648 - 1665

Опубликована: Июль 25, 2024

Advances in machine learning (ML) have revolutionized pore pressure prediction complex geological settings, addressing critical challenges oil and gas exploration production. Traditionally, predicting accurately heterogeneous anisotropic formations has been fraught with uncertainties due to the limitations of conventional geophysical petrophysical methods. Recent developments ML techniques offer enhanced precision reliability estimation, leveraging vast datasets sophisticated algorithms analyze interpret complexities. ML-driven approaches utilize a variety data sources, including well logs, seismic data, drilling parameters, train predictive models that can handle non-linear multi-dimensional nature subsurface conditions. Techniques such as neural networks, support vector machines, ensemble methods shown significant promise capturing intricate relationships between variables pressure. These adaptively learn from new improving their capabilities over time. A notable advantage is its ability integrate disparate types scales, providing holistic understanding regimes. This integration enhances accuracy forecasts, which crucial for wellbore stability, safety, hydrocarbon recovery. For instance, real-time operations be fed into dynamically update estimates, allowing immediate adjustments plans reducing risk blowouts or other hazards. Moreover, facilitate identification subtle patterns trends might overlooked by traditional capability particularly valuable deep-water environments, tectonically active regions, unconventional reservoirs, where often fall short. Despite promising advances, remain widespread adoption prediction. include need extensive training datasets, interpretability models, workflows existing geoscientific practices. Addressing these requires interdisciplinary collaboration geoscientists, scientists, engineers develop robust, user-friendly solutions. In summary, represents advancement managing complexities geology. By enhancing reliability, technologies are poised improve efficiency, productivity industry, challenging settings. Keywords: Advance, ML, Pore Pressure, Prediction, Geological Settings.

Язык: Английский

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Cultural and social dimensions of green architecture: Designing for sustainability and community well-being

International Journal of Applied Research in Social Sciences, Год журнала: 2024, Номер 6(8), С. 1951 - 1968

Опубликована: Авг. 30, 2024

Green architecture transcends environmental sustainability by integrating cultural and social dimensions to foster community well-being. This explores how sustainable architectural practices can be harmoniously aligned with local identities needs, ultimately enhancing the quality of life for communities. begins establishing a theoretical framework that includes principles, considerations, inclusivity. It emphasizes effective green must respect traditions heritage, using indigenous materials techniques resonate community’s identity. sensitivity in design not only preserves landmarks but also ensures new structures are embraced populace. Furthermore, this review examines impact on By prioritizing health wellness through improved indoor air quality, natural lighting, biophilic elements, buildings contribute significantly physical mental health. These spaces designed cohesion creating inclusive, accessible environments encourage interactions engagement. The highlights participatory processes as essential successful architecture. Involving members development phases builds capital final meet specific needs aspirations community. Case studies urban spaces, housing developments, public illustrate practical application these showcasing projects have successfully integrated goals. Challenges such balancing goals, navigating policy regulatory frameworks, discussed. concludes advocating holistic approach leverages technological advancements support create sustainable, culturally resonant, socially inclusive environments. Future trends innovations field poised further enhance synergy between Keywords: Cultural, Social, Dimensions, Architecture, Community Well-being.

Язык: Английский

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The role of green building materials in sustainable architecture: Innovations, challenges, and future trends

International Journal of Applied Research in Social Sciences, Год журнала: 2024, Номер 6(8), С. 1935 - 1950

Опубликована: Авг. 30, 2024

The role of green building materials is pivotal in advancing sustainable architecture, as they contribute significantly to reducing the environmental impact construction and enhancing overall sustainability buildings. Green are defined by their eco-friendly properties, which include energy efficiency, resource conservation, minimal harm. This review explores latest innovations materials, highlighting advances such recycled upcycled biodegradable bio-based products, high-performance insulation technologies. Additionally, it examines smart including self-healing phase-change offer enhanced durability responsiveness conditions. Despite these advancements, adoption faces several challenges. High initial costs, performance concerns, supply chain issues present significant barriers widespread use. Regulatory certification processes also pose hurdles, impacting accessibility integration projects. Looking ahead, future trends promising. Emerging technologies, nanotechnology manufacturing processes, set revolutionize material science. with technologies promises efficiency monitoring. expanding market for certifications potential circular economy practices, design disassembly closed-loop systems, new opportunities development. While exciting overcoming existing challenges crucial broader adoption. Continued research, development, collaboration among stakeholders will be essential shaping achieving long-term goals built environment. Keywords: Building, Sustainable Architecture, Future Trends. Review.

Язык: Английский

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Industry 4.0 digital technologies for the advancement of renewable energy: Functions, applications, potential and challenges

Energy Conversion and Management X, Год журнала: 2024, Номер unknown, С. 100779 - 100779

Опубликована: Окт. 1, 2024

Язык: Английский

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AI-driven fusion with cybersecurity: Exploring current trends, advanced techniques, future directions, and policy implications for evolving paradigms– A comprehensive review

Information Fusion, Год журнала: 2025, Номер unknown, С. 102922 - 102922

Опубликована: Янв. 1, 2025

Язык: Английский

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Leveraging Advanced Technologies for Efficient Project Management in Telecommunications

International Journal of Multidisciplinary Research and Growth Evaluation, Год журнала: 2025, Номер 6(1), С. 318 - 327

Опубликована: Янв. 1, 2025

In the fast-paced and highly competitive telecommunications industry, efficient project management is crucial to maintaining operational excellence achieving strategic objectives. Advanced technologies are increasingly being leveraged enhance practices, driving improvements in efficiency, accuracy, adaptability. This paper explores how cutting-edge tools methodologies revolutionizing telecommunications, leading more effective planning, execution, control of projects. One primary transforming Artificial Intelligence (AI). AI-powered enable managers automate routine tasks, optimize resource allocation, predict outcomes with greater accuracy. Machine learning algorithms analyze historical data identify patterns forecast potential risks, allowing proactively mitigate issues before they escalate. AI also facilitates real-time decision-making by providing actionable insights recommendations based on analytics. Another significant advancement adoption cloud computing platforms. These platforms provide scalable flexible solutions that support collaboration sharing across dispersed teams. Cloud-based seamless integration various functions, such as scheduling, budgeting, performance tracking, ensuring all stakeholders have access up-to-date information can collaborate effectively regardless their location. The Internet Things (IoT) making a substantial impact telecommunications. IoT devices sensors collect from network infrastructure field operations, valuable into system utilization. data-driven approach enhances accuracy planning monitoring, enabling use assets timely identification issues. Furthermore, blockchain technology explored for its improve transparency security processes. Blockchain's decentralized immutable ledger ensures securely recorded easily auditable, reducing risk fraud enhancing trust among stakeholders. conclusion, advanced AI, computing, IoT, sector. offer benefits terms collaboration, telecom companies manage complex projects stay rapidly evolving industry. By leveraging these tools, ensure successful delivery, use, achieve goals agility precision.

Язык: Английский

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Integrating Marketing and Sales Strategies: Boosting Brand Visibility and Customer Engagement

International Journal of Scientific Research in Computer Science Engineering and Information Technology, Год журнала: 2025, Номер 11(1), С. 1495 - 1514

Опубликована: Фев. 3, 2025

This review examines the integration of marketing and sales strategies as a crucial approach for boosting brand visibility enhancing customer engagement in today's competitive business environment. The fusion efforts aims to create seamless journey, ensuring that potential customers receive consistent messaging experience at all touchpoints. By aligning sales, organizations can leverage strengths both functions drive better outcomes. process begins with establishment common goals metrics teams work towards. includes defining target audiences, setting clear objectives, developing unified message resonates customers. Collaborative planning sessions regular communication between help creating cohesive strategy addresses needs preferences effectively. One key elements this is use data analytics. sharing insights, develop more targeted campaigns personalized approaches. data-driven allows identification high-value prospects creation tailored content appeals specific segments market. Additionally, automation tools Customer Relationship Management (CRM) systems facilitate information tracking interactions across teams. Furthermore, plays vital role integrated approach. High-quality, relevant pain points provides value attract nurture leads through funnel. Sales engage meaningful conversations demonstrate company's expertise commitment solving their problems. benefits integrating include increased visibility, improved lead generation, higher conversion rates, stronger relationships. working together, efficient effective engaging customers, ultimately leading sustainable growth edge marketplace.

Язык: Английский

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Advances in rock physics for pore pressure prediction: A comprehensive review and future directions

Engineering Science & Technology Journal, Год журнала: 2024, Номер 5(7), С. 2304 - 2322

Опубликована: Июль 24, 2024

Advances in rock physics have significantly enhanced pore pressure prediction, a critical aspect of subsurface exploration and drilling operations. This comprehensive review delves into the latest developments methodologies, integrating empirical, theoretical, computational approaches to predict more accurately. Traditional prediction methods often rely on well log data seismic attributes, but recent advancements introduced innovative techniques that leverage physical properties rocks provide reliable predictions. Key advances include development improved models better account for complexities environments, such as heterogeneity anisotropy. These integrate from various sources, including logs, core samples, surveys, create understanding subsurface. Additionally, application machine learning artificial intelligence has opened new avenues analyzing large datasets, identifying patterns, refining predictive models. also examines role laboratory experiments field studies validating calibrating High-pressure high-temperature provided valuable insights behavior under different conditions, which are essential accurate prediction. Field studies, other hand, offer real-world help fine-tuning methodologies. Future directions integration advanced geophysical techniques, full-waveform inversion distributed acoustic sensing, higher resolution detailed imaging. The use cloud computing high-performance platforms is expected enhance processing analysis making efficient scalable. concludes by highlighting importance interdisciplinary collaboration advancing By combining expertise geophysics, petrophysics, geomechanics, science, can continue innovate improve accuracy reliability predictions, ultimately enhancing production efficiency oil gas industry. Keywords: Advances, Rock Physics, Pore Pressure, Prediction, Directions.

Язык: Английский

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Enhancing Cybersecurity in Sustainable Energy: Regulatory Compliance, Challenges, and Policy Innovations

Опубликована: Фев. 21, 2025

Язык: Английский

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