Machine learning software for optimizing SME social media marketing campaigns

Computer Science & IT Research Journal, Journal Year: 2024, Volume and Issue: 5(7), P. 1634 - 1647

Published: July 25, 2024

This review paper explores the transformative role of machine learning in optimizing social media marketing strategies for small and medium-sized enterprises (SMEs). It begins by highlighting significance SMEs, outlining historical context traditional strategies, examining current trends emerging applications. The delves into technical challenges implementing learning, such as data quality, algorithm complexity, system integration, well ethical concerns surrounding privacy algorithmic bias. SME-specific limitations are also discussed, including budget constraints lack expertise. Future directions focus on technologies like deep reinforcement offering practical recommendations SMEs to leverage these advancements effectively. conclusion emphasizes importance embracing achieve sustainable growth competitive advantage digital marketplace. Keywords: Machine Learning, Social Media Marketing, Data Privacy, Audience Targeting.

Language: Английский

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Strengthening corporate governance and financial compliance: Enhancing accountability and transparency

Finance & Accounting Research Journal, Journal Year: 2024, Volume and Issue: 6(8), P. 1597 - 1616

Published: Aug. 31, 2024

In today's complex business landscape, robust corporate governance and financial compliance are essential for maintaining organizational integrity, accountability, transparency. This review examines the key components strategies necessary to enhance these frameworks, ensuring sustainable success stakeholder trust. Corporate encompasses regulatory compliance, risk management, ethical conduct, engagement. Adherence laws regulations, such as Sarbanes-Oxley Act (SOX) General Data Protection Regulation (GDPR), is foundational in minimizing legal risks safeguarding reputation. Effective management involves identifying, assessing, mitigating potential threats an organization’s health operational integrity through strong internal controls regular audits. Promoting conduct within organizations crucial trust Establishing codes of guidelines, whistleblower protections fosters a culture integrity. Transparent communication engagement ensure that activities align with interests expectations. Enhancing accountability transparency several strategies. Strong board oversight independence, characterized by diverse skilled members, balanced objective decision-making. Regular external audits verify accuracy identifying areas improvement. Leveraging technology data analytics pivotal modern efforts. Technologies like blockchain, artificial intelligence (AI), machine learning automate processes, improve accuracy, provide real-time insights into performance management. reporting disclosure practices, adhering standards International Financial Reporting Standards (IFRS), further Continuous training education employees members on principles, requirements, vital fostering accountability. Strengthening fundamental enhancing By adopting comprehensive leveraging technology, promoting can build trust, mitigate risks, growth dynamic environment. Keywords: Governance, Global Corporations, Harmonization.

Language: Английский

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Strategic risk management in financial institutions: Ensuring robust regulatory compliance

Finance & Accounting Research Journal, Journal Year: 2024, Volume and Issue: 6(8), P. 1582 - 1596

Published: Aug. 31, 2024

Strategic risk management in financial institutions is a critical component for ensuring robust regulatory compliance and maintaining stability. This review explores the multifaceted nature of strategic its importance dynamic landscape sector. It delves into fundamental components management, including identification, assessment, mitigation, monitoring, highlighting how these processes help navigate complexities requirements. The discussion encompasses various types risks faced by institutions, such as credit, market, operational, liquidity, risks, illustrating need comprehensive frameworks. also reviews key frameworks, Basel III, Dodd-Frank Act, guidelines from European Banking Authority, emphasizing their impact on capital requirements, liquidity standards, governance expectations. A framework integrates efforts with business strategy, that are not only adhering to mandates but aligning appetite tolerance objectives. role technology, particularly data analytics, real-time cybersecurity, examined crucial enabler effective compliance. Best practices enhancing outlined, continuous regular audits, scenario analysis. Challenges evolving regulations, product complexity, globalization addressed, recommendations adaptive strategies industry collaboration. Through case studies, provides insights successful implementations lessons learned failures. underscores fortifying suggests future trends, advanced AI machine learning, which could further revolutionize approach institutions. Keywords: Risk, Financial Institution, Regulatory, Compliance

Language: Английский

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The Role of Data Visualization in Industry Development

Advances in web technologies and engineering book series, Journal Year: 2025, Volume and Issue: unknown, P. 29 - 54

Published: Jan. 31, 2025

The digital age has ushered in a period of extraordinary data growth, reshaping industries and enabling unprecedented opportunities for innovation business development. Sectors such as manufacturing, healthcare, finance, retail stand at the forefront this transformation, generating analyzing vast volumes data. As organizations strive to capitalize on wealth information available, data-driven decision-making emerged an essential strategy driving streamlining operations, fostering innovation. However, sheer scale complexity modern landscapes often present significant challenges that hinder from fully leveraging their resources. These range managing diverse datasets extracting actionable insights efficiently. In context, visualization become cornerstone effective utilization. It serves not merely means making visually appealing but critical tool simplifying complex stakeholders interpret act insights.

Language: Английский

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The evolution of trade and industrial policies: Lessons from Cameroon

International Journal of Advanced Economics, Journal Year: 2024, Volume and Issue: 6(7), P. 319 - 339

Published: July 24, 2024

This study meticulously examines the intricacies of trade and industrial policy implementation, focusing on identifying strategic opportunities for enhancement deriving actionable recommendations. Anchored in a qualitative framework employing thematic analysis, research evaluates relevance, fidelity, effectiveness. Through detailed comparative analysis policies across different nations, highlights successes challenges inherent current practices. The findings reveal that while certain have achieved economic growth, others faltered due to implementation gaps insufficient adaptability emerging socio-economic challenges. concludes robust monitoring evaluation frameworks are crucial success policies. Furthermore, integration advanced analytical techniques is recommended enhance precision reliability assessments. Policymakers urged prioritize flexibility resilience design, ensuring can adapt dynamic conditions. advocates enhanced collaboration between government agencies, private sector entities, academic institutions foster holistic approach development. These insights provide foundation future initiatives aimed at fostering sustainable growth Keywords: Trade Policy, Industrial Policy Implementation, Qualitative Analysis, Stakeholder Engagement, Economic Growth.

Language: Английский

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Comprehensive analysis of the economic, environmental and social impacts of large-scale renewable energy integration

International Journal of Applied Research in Social Sciences, Journal Year: 2024, Volume and Issue: 6(8), P. 1706 - 1724

Published: Aug. 21, 2024

This review paper offers a comprehensive analysis of the economic, environmental, and social impacts large-scale renewable energy integration, aiming to illuminate multifaceted benefits challenges inherent in transitioning sustainable systems. By exhaustively reviewing current literature empirical data, examines key economic advantages, including job creation, cost reduction, diversification. These underscore sector's potential foster stability growth. Environmental are highlighted by significant reductions greenhouse gas emissions, enhanced air quality, promotion practices through circular economy. Furthermore, reveals that projects can improve access, bolster community resilience, cohesion, addressing critical issues equitable benefit distribution involvement. Looking future, investigation identifies advancements storage technologies, digitalization systems, development hybrid systems as pivotal overcoming integration optimizing energy. innovations essential for ensuring reliable efficient supply, enhancing grid stability, reducing operational costs. The concludes holistic approach—integrating supportive policies, cutting-edge inclusive practices—is vital maximizing It recommends continued investment research development, implementation effective policy frameworks, active engagement ensure just transition. connecting these recommendations with paper's findings, conclusion provides clear path forward. Overall, this contributes valuable insights broader discourse on offering guidance policymakers, industry stakeholders, researchers committed advancing integration. interconnected elements, underscores transformative achieving global sustainability goals. Keywords: Renewable Energy Integration, Economic Impact, Benefits, Social Cohesion, Storage Technologies, Sustainable Development.

Language: Английский

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AI in personalized medicine: Enhancing drug efficacy and reducing adverse effects

International Medical Science Research Journal, Journal Year: 2024, Volume and Issue: 4(8), P. 806 - 833

Published: Aug. 23, 2024

Artificial intelligence (AI) is transforming personalized medicine by enhancing drug efficacy and reducing adverse effects, promising a new era of precision healthcare. This paper explores the role AI in revolutionizing therapies tailoring treatments to individual patient profiles, thereby optimizing therapeutic outcomes minimizing risks. leverages vast amounts medical data, including genetic information, electronic health records (EHRs), real-time monitoring create comprehensive profiles. Machine learning algorithms analyze these profiles identify patterns correlations that might not be apparent human practitioners. enables development treatment plans consider patient's unique makeup, lifestyle, existing conditions. One critical applications pharmacogenomics, which studies how genes affect person’s response drugs. can variations influence metabolism, efficacy, toxicity, allowing healthcare providers predict medications dosages will most effective for patients. reduces trial-and-error approach traditionally used prescribing medications, incidence reactions (ADRs). also plays significant repurposing development. By analyzing data outcomes, uses potential side effects before clinical trials, accelerating process costs. Moreover, AI-driven predictive analytics continuously monitor responses treatment, adjusting maintain optimal levels. particularly beneficial managing chronic conditions such as diabetes, hypertension, cancer, where maintaining correct dosage crucial disease management. Despite its promise, integration faces challenges, privacy concerns, need robust regulatory frameworks, ensuring equitable access innovations. Addressing challenges requires collaborative efforts from providers, researchers, policymakers, technology developers. In conclusion, at forefront medicine, Continued advancements technologies supportive policies realizing full ultimately leading more safer solutions. Keywords: AI, Drug Efficacy, Personalized Medicine, Enhancing, Reducing Adverse Effect.

Language: Английский

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AI and big data analytics for enhancing public health surveillance in rural communities

International Journal of Applied Research in Social Sciences, Journal Year: 2024, Volume and Issue: 6(8), P. 1797 - 1823

Published: Aug. 21, 2024

Artificial intelligence (AI) and big data analytics have emerged as powerful tools in enhancing public health surveillance, particularly rural communities where traditional monitoring methods face significant challenges. These technologies offer the potential to transform how is collected, analyzed, utilized, enabling more effective timely responses threats. Rural often struggle with limited healthcare infrastructure, making it difficult monitor respond issues effectively. AI can bridge this gap by providing advanced capabilities for real-time collection analysis. algorithms process vast amounts of from various sources, including electronic records, mobile applications, social media, environmental sensors. This enables identification patterns trends that may indicate emerging threats, such outbreaks infectious diseases or increases chronic conditions. Big allows integration analysis diverse datasets, a comprehensive view areas. holistic approach officials identify high-risk populations, track spread diseases, evaluate effectiveness interventions. For instance, AI-powered predictive models forecast disease based on historical current trends, allowing proactive measures mitigate impact. Moreover, these enhance accuracy efficiency surveillance. automate processing tasks, reducing time resources required manual authorities quickly improving overall outcomes communities. Additionally, aid identifying correlations between factors issues, insights inform policies Despite benefits, implementing surveillance faces several Data privacy security concerns must be addressed ensure confidentiality information. Furthermore, areas lack technological infrastructure expertise needed fully leverage technologies. Overcoming challenges requires investment training professionals, development user-friendly applications tailored needs In conclusion, hold promise By leveraging technologies, improve detection, monitoring, response ultimately leading better populations. Keywords: AI, Analytics, Public Health, Surveillance, Communities.

Language: Английский

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Leveraging UX design and prototyping in agile development: A business analyst’s perspective

Engineering Science & Technology Journal, Journal Year: 2024, Volume and Issue: 5(8), P. 2670 - 2693

Published: Aug. 31, 2024

In Agile development, leveraging UX design and prototyping is crucial for delivering user-centered solutions that meet business goals user needs. This review explores the integration of within frameworks from a analyst’s perspective, highlighting how these practices enhance project outcomes ensure alignment with both expectations objectives. User Experience (UX) are essential in development creating intuitive effective interfaces. focuses on understanding needs, behaviors, pain points through research, personas, journey mapping. Prototyping involves early versions product to visualize test concepts. Integrating methodologies helps iterating designs quickly, gathering feedback, refining features based real-world use. From offer several benefits. Firstly, they facilitate clearer communication between stakeholders, designers, developers by providing tangible representations ideas requirements. reduces misunderstandings ensures all parties have shared vision outcomes. Secondly, continuous allows rapid validation assumptions, reducing risk costly changes later process. The also discusses analysts can leverage prioritize features, manage stakeholder expectations, drive decision-making. By incorporating feedback into iterative cycles, final not only meets needs but aligns delivers value. Additionally, use principles tools enhances agility process, enabling teams adapt changing requirements market conditions effectively. conclusion, integrating provides strategic advantage aligning experience For analysts, this approach products user-centered, functional, responsive evolving ultimately contributing success projects. Keywords: Design, Prototyping, Development, Business Analyst, Experience, Iterative Stakeholder Communication, Feature Prioritization, Feedback, Development Process.

Language: Английский

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Innovative drug delivery methods for combating antimicrobial resistance

International Medical Science Research Journal, Journal Year: 2024, Volume and Issue: 4(8), P. 834 - 858

Published: Aug. 23, 2024

Antimicrobial resistance (AMR) poses a significant threat to global health, complicating the treatment of infectious diseases and leading increased morbidity mortality. Innovative drug delivery methods are emerging as critical strategies combat AMR by enhancing efficacy existing antibiotics facilitating development new therapeutic approaches. This paper explores role novel systems in addressing challenges. One primary approaches is targeted that improve precision antibiotic therapy. Nanotechnology has revolutionized this field, enabling creation nanoparticles nanocarriers can deliver drugs directly infection sites, reducing systemic side effects concentration at target. These advanced be engineered release controlled manner, overcoming bacterial mechanisms minimizing likelihood development. Another promising strategy involves use combination therapies delivered through innovative methods. By combining with adjuvants or resistance-modifying agents, these counteract restore effectiveness drugs. For instance, platforms co-deliver inhibitors efflux pumps biofilm formation enhance resistant infections. The integration smart systems, which respond environmental stimuli such pH changes specific enzymes, offers additional advantages. only presence bacteria, thereby overall exposure bacteria decreasing risk resistance. also include long-acting formulations implants provide sustained over extended periods. Such reduce frequency dosing, patient adherence, ensure consistent levels, crucial for managing chronic infections preventing In conclusion, pivotal fight against AMR. targeting, therapies, utilizing sustained-release offer solutions curb Continued research area essential advancing ensuring effective management face rising antimicrobial Keywords: Innovative, Drug Delivery Methods, Combating, Antimicrobial, Resistance.

Language: Английский

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