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Advancing Educational Chatbots: Innovations in Development, Applications, and Impact 推进教育聊天机器人:开发、应用和影响方面的创新
Pub Date : 2024-07-20 DOI: 10.55041/ijsrem36671
Nikil K N, R. R
Using AI and machine learning to engage users through text-based interactions, this research project explores the growth of chatbots as instructional aids. It looks at important chatbot development platforms, language, and development processes with the goal of increasing their versatility and impact across a range of industries. The report highlights chatbots' potential as interactive assistants and learning tools by offering a thorough review of real-world applications. The initiative finds new trends, best practices, and creative ways to enhance chatbot technology through thorough testing and analysis. In the end, it aims to increase chatbots' functionality and maximize their effectiveness in a variety of educational contexts. Keywords: Chatbots, Education, Artificial Intelligence.
本研究项目利用人工智能和机器学习通过基于文本的互动吸引用户,探索聊天机器人作为教学辅助工具的发展。它研究了重要的聊天机器人开发平台、语言和开发流程,目的是提高聊天机器人在各行各业的通用性和影响力。报告通过对现实世界应用的全面回顾,强调了聊天机器人作为互动助手和学习工具的潜力。通过全面测试和分析,该倡议发现了新趋势、最佳实践和增强聊天机器人技术的创新方法。最终,该报告旨在增强聊天机器人的功能,最大限度地提高其在各种教育环境中的有效性。关键词聊天机器人、教育、人工智能。
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引用次数: 0
SafeSteps 安全步骤
Pub Date : 2024-07-20 DOI: 10.55041/ijsrem36605
S. B V, SHWETHASHRI K
This paper presents the development and implementation of a comprehensive women's safety Android application designed to enhance personal security and provide rapid assistance in emergency situations. The app incorporates a variety of features aimed at ensuring user safety, including real-time location tracking, emergency contact alerts, SOS signal activation, and integrated reporting mechanisms. The core functionality allows users to quickly alert predefined contacts and local authorities with their precise location and a distress message. SafeSteps is a comprehensive women’s safety application designed for Android devices, aimed at enhancing personal safety and providing peace of mind through modern technology. The app includes a wide range of advanced features to ensure users feel secure and can quickly access help if needed. Key features of SafeSteps include emergency alerts that instantly notify predefined contacts and local authorities with a distress message and real-time location, and real-time location tracking to share live locations with trusted contacts for continuous monitoring. Route monitoring allows users to set a safe route and alert contacts if they deviate from it, while safe zone alerts notify users when they enter or leave designated safe or unsafe areas based on community reports and local crime data. The community-driven reporting system enables users to report incidents and view reports from others to stay informed about the safety of their surroundings. Additionally, educational resources provide users with important safety tips, self- defense techniques, and emergency contact information. The app also features a built-in alarm system to deter potential threats and attract attention, and a safety map to display safe and unsafe zones, helping users to plan safer routes and avoid high-risk areas. Customizable safety profiles allow users to adjust their safety settings and emergency contacts according to their specific needs. By integrating these features, SafeSteps creates a robust and user-friendly platform designed to provide a reliable and effective tool for women to feel secure and supported in their daily lives.
本文介绍了一款综合性女性安全 Android 应用程序的开发和实施情况,该应用程序旨在加强个人安全并在紧急情况下提供快速援助。该应用程序集成了各种旨在确保用户安全的功能,包括实时位置跟踪、紧急联系人提醒、SOS 信号激活和综合报告机制。其核心功能允许用户迅速向预定义的联系人和地方当局发出警报,告知其准确位置和求救信息。SafeSteps 是一款专为安卓设备设计的综合性女性安全应用程序,旨在通过现代技术加强人身安全,让人们高枕无忧。该应用程序包含各种先进功能,确保用户感到安全,并能在需要时迅速获得帮助。SafeSteps 的主要功能包括紧急警报,可即时向预定义联系人和地方当局发送求救信息和实时位置,以及实时位置跟踪,与可信联系人共享实时位置,以进行持续监控。路线监控允许用户设置安全路线,并在偏离路线时向联系人发出警报,而安全区警报则根据社区报告和当地犯罪数据,在用户进入或离开指定的安全或不安全区域时发出通知。以社区为导向的报告系统使用户能够报告事件并查看其他人的报告,从而随时了解周围环境的安全情况。此外,教育资源还为用户提供了重要的安全提示、自卫技巧和紧急联系信息。该应用程序还具有内置报警系统,可阻止潜在威胁并吸引注意力,安全地图可显示安全区和不安全区,帮助用户规划更安全的路线并避开高风险区域。可定制的安全配置文件允许用户根据自己的具体需求调整安全设置和紧急联系人。通过整合这些功能,SafeSteps 创建了一个功能强大、用户友好的平台,旨在为妇女提供可靠有效的工具,让她们在日常生活中感到安全和支持。
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引用次数: 0
Numerical and Experimental Analysis of Mechanical Properties of Glass Fibre with Pet Bottle Yarns Layer 玻璃纤维与宠物瓶纱层力学性能的数值和实验分析
Pub Date : 2024-07-20 DOI: 10.55041/ijsrem36627
Mr. M. Mohammed Arif, Dr. A. Baraniraj
This study investigates the mechanical properties and durability of a composite material comprising glass fibre reinforcement and polyethylene terephthalate (PET) yarns. The objective is to assess the feasibility of utilizing PET yarns as a reinforcing component alongside glass fibres in composite manufacturing. The research employs experimental methods to analyse tensile strength, flexural properties, and Tensile resistance of the composite material. Additionally, environmental testing is conducted to evaluate the composite's performance under various conditions, including moisture exposure and temperature fluctuations. The findings reveal synergistic effects between glass fibres and PET yarns, enhancing the composite's mechanical integrity and resilience to environmental stressors. This study contributes to advancing the understanding of composite materials and underscores the potential for integrating PET yarns in structural applications requiring lightweight, durable materials. Keywords: PET, GFRP, Resin, Tensile strength, Numerical Analysis.
本研究调查了由玻璃纤维增强材料和聚对苯二甲酸乙二酯(PET)纱组成的复合材料的机械性能和耐久性。目的是评估在复合材料制造中将 PET 纱线与玻璃纤维一起用作增强成分的可行性。研究采用实验方法分析复合材料的拉伸强度、弯曲性能和抗拉强度。此外,还进行了环境测试,以评估复合材料在各种条件下的性能,包括受潮和温度波动。研究结果表明,玻璃纤维和 PET 纱线具有协同效应,可增强复合材料的机械完整性和对环境应力的适应性。这项研究有助于加深人们对复合材料的理解,并强调了在需要轻质耐用材料的结构应用中整合 PET 纱的潜力。关键词PET、GFRP、树脂、拉伸强度、数值分析。
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引用次数: 0
Facile and Green synthesis of Novel Fluorescent CQD’S from Calotropis Gigantea (blue) Leaves for Photocatalytic Degradation of Dyes 从石菖蒲(蓝)叶中轻松绿色合成新型荧光 CQD'S,用于染料的光催化降解
Pub Date : 2024-07-18 DOI: 10.55041/ijsrem36584
Dr B Mallikarjuna
A sustainable, economical, and efficient method for producing biocompatible novel fluorescent carbon quantum dots (CQD’s) using the leaves of medicinal plant Calotropis gigantean by using microwave assist method. The obtained CG CQD’S were characterized by UV-Visible spectrophotometer, Fourier Transform Infrared Spectroscopy(FTIR), X-Ray diffraction(XRD), Dynamic light scattering (DLS) and Fluorescence spectroscopy. The synthesized carbon quantum dots (CQD's) are used to study the photo catalytic dye degradation of Bromophenol and Rose Bengal. The photocatalytic degradation of rose bengal by CQD’S with two different concentrations (50μg/ml and 100μg/ml ) was 18.5% and 35.33% degradation respectively. The photocatalytic degradation of bromo phenol blue by CQD’S with two different concentrations (50μg/ml and 100μg/ml) was 19.7% and 36.14 % degradation respectively. Keywords; Green synthesis, Calotropis Gigantea(CG),Carbon quantum dots, Photocatalytic, Rose Bengal, Bromphenol.
一种可持续、经济、高效的方法,采用微波辅助法,利用药用植物石菖蒲的叶片生产生物相容性新型荧光碳量子点(CQD)。通过紫外-可见分光光度计、傅立叶变换红外光谱(FTIR)、X 射线衍射(XRD)、动态光散射(DLS)和荧光光谱对获得的 CG CQD'S 进行了表征。合成的碳量子点(CQD)被用于研究光催化降解溴酚和玫瑰红染料。两种不同浓度(50 微克/毫升和 100 微克/毫升)的碳量子点对玫瑰红的光催化降解率分别为 18.5% 和 35.33%。两种不同浓度(50μg/ml 和 100μg/ml)的 CQD'S 对溴酚蓝的光催化降解率分别为 19.7% 和 36.14%。关键词:绿色合成,石菖蒲(CG),碳量子点,光催化,玫瑰红,溴酚。
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引用次数: 0
A STUDY ON COST CONTROL PRACTICES AT Dr. REDDY’S LABORATORIES, HYDERABAD 海德拉巴雷迪博士实验室的成本控制做法研究
Pub Date : 2024-07-18 DOI: 10.55041/ijsrem36562
Puram Soujanya Deepikha, Dr. K Pushpalatha
This paper investigates cost control practices at Dr. Reddy's Laboratories, Hyderabad, a leading pharmaceutical company in India. Cost control is critical in the pharmaceutical industry due to its impact on profitability, competitive advantage, and sustainability. The study employs a qualitative research approach, utilizing interviews and document analysis to explore the strategies, tools, and challenges associated with cost control at Dr. Reddy's Laboratories. Findings reveal that the company employs a range of practices including budgeting, variance analysis, cost reduction initiatives, and strategic sourcing to manage costs effectively. However, challenges such as regulatory pressures, market dynamics, and technological advancements influence the implementation and effectiveness of these practices. The study concludes with recommendations for enhancing cost control practices in the pharmaceutical sector, emphasizing the need for continuous adaptation and innovation to navigate the evolving landscape effectively. Key Words:Cost control, Cost Reduction, actual costs, Budgeted costs, Expenses
本文调查了印度领先制药公司海得拉巴雷迪博士实验室的成本控制实践。成本控制对制药行业的盈利能力、竞争优势和可持续发展至关重要。本研究采用定性研究方法,通过访谈和文件分析来探讨雷迪博士实验室与成本控制相关的战略、工具和挑战。研究结果表明,该公司采用了包括预算编制、差异分析、成本削减措施和战略采购在内的一系列做法来有效管理成本。然而,监管压力、市场动态和技术进步等挑战影响着这些措施的实施和效果。研究最后提出了加强制药行业成本控制实践的建议,强调需要不断适应和创新,才能有效驾驭不断变化的形势。关键词:成本控制、降低成本、实际成本、预算成本、支出
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引用次数: 0
A Comparative Analysis of Apache Spark Dataframes over Resilient Distributed Datasets (RDDs) Apache Spark 数据帧在弹性分布式数据集 (RDD) 上的比较分析
Pub Date : 2024-07-18 DOI: 10.55041/ijsrem36566
Ashima Sahni
Apache Spark is a widely used technology now a days for handling huge datasets in applications due to its flexibility, scalability, robustness, speed and integration with multiple programming languages like Java, Scala, Python. It provides multiple methodologies for implementation like dataframes, RDDs with these programming languages. This paper provides a deep overview of Apache spark dataframes usage for performance enhancement over Apache Spark Resilient Distributed Datasets (RDDs) and SQL based data processing. Spark dataframes are widely used in managing and processing large datasets which can be structured, non-structured or semi-structured. This paper describes the approach towards Spark dataframes for performance enhancement for large data processing in place of traditional usage of Spark RDDs with practical examples and use cases. It highlights the key points on why to use dataframes for a better performance achievement for any application where large dataset needs to be processed into a meaningful output.
Apache Spark 凭借其灵活性、可扩展性、健壮性、速度以及与 Java、Scala、Python 等多种编程语言的集成,如今已成为处理应用程序中庞大数据集的一种广泛使用的技术。它为这些编程语言提供了多种实现方法,如数据帧、RDD。本文深入概述了如何使用 Apache Spark 数据框架来提高 Apache Spark 弹性分布式数据集(RDD)和基于 SQL 的数据处理性能。Spark 数据框架广泛用于管理和处理大型数据集,这些数据集可以是结构化、非结构化或半结构化的。本文通过实际示例和用例,介绍了如何利用 Spark 数据帧来提高大型数据处理的性能,以取代传统的 Spark RDDs。它强调了在需要将大型数据集处理为有意义的输出的任何应用程序中,为什么要使用数据帧来实现更好的性能的关键点。
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引用次数: 0
Assessing Artificial Intelligence in Judicial System 评估司法系统中的人工智能
Pub Date : 2024-07-18 DOI: 10.55041/ijsrem36601
Srikanth Bn, Sowmya V
Abstract—Emerging technology such as artificial intelligence employs machines to mimic human behavior and is dependent on computers and huge data.By looking at large amounts of data, applying algorithms, and visualizing the information, people may apply artificial intelligence.The use of various forms of technology can replace many decision-making processes in the modern era.Nowadays, a lot of courts are looking at using AI in the legal system.Artificial intelligence is used to provide relevant resources, pass/expire tests, provide early warnings at every access connection time, and more.Inequality and corruption in the court system can also be resolved, which is advantageous for decision- making supported by intelligence.An examination of this article demonstrates that artificial intelligence is required to combat crime within the legal system and facilitates the shift. from general to diligent labor and is helpful in enhancing the legal system.Over 8 million instances were seen for the first time in 2017, with only 100,000 cases ending.Nevertheless, 4,444 million patients must be closed by 2020 due to the smart experiment involving more than 10 million patientsfor the firsttime.Although a lot has changed, we still need to create and enhance corporate policies, safeguard intelligence from private access, and regulate corporations. has the same thinking and human brain in mind.It might be required to support decision-making. Index Terms—— Artificial Intelligence, Courts,Judges;
摘要--人工智能等新兴技术利用机器模仿人类行为,依赖于计算机和海量数据。通过观察大量数据、应用算法和可视化信息,人们可以应用人工智能。如今,很多法院都在研究在法律系统中使用人工智能。人工智能被用来提供相关资源、通过/过期测试、在每个访问连接时间提供预警等。法院系统中的不平等和腐败问题也可以得到解决,这对于由智能支持的决策是有利的。本文的研究表明,在法律体系内打击犯罪需要人工智能,促进从普工到勤工的转变,有利于加强法律体系建设。"2017年首次接诊超过800万例,结案仅10万例。尽管如此,由于首次涉及1000多万患者的智能实验,到2020年必须结案44.44亿例。"虽然已经发生了很多变化,但我们仍需要制定和加强企业政策,保障智能不被私人获取,并对企业进行监管。"人工智能的思维与人脑相同,可能需要它来支持决策。索引词条--人工智能、法院、法官;
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引用次数: 0
ONROAD VEHICLE SERVICE APPLICATION 公路车辆服务申请
Pub Date : 2024-07-18 DOI: 10.55041/ijsrem36578
K. K. Venkatesh, Dr Srinivasulu M
Android applications are becoming increasingly important in the business world as technology advances. As a result, because technology and smart solutions are changing the perspective of many concepts as well as the means of accessing solutions, there is a considerable increase in android application services. There are numerous Android applications that play an important role in providing services such as food delivery, grocery delivery, and service applications; however, there is no Android application for vehicle breakdown services, making it difficult to identify vehicle service stations when traveling. The primary goal of this mobile application is to create an android app concerning auto servicing stations. This app gives you fast advise on a vehicle service station, but it also maintains track of the surrounding Key Words: GPS,Direction API,Geocoding API, Coordinates, Location, Real-time.
随着技术的进步,安卓应用程序在商业世界中变得越来越重要。因此,由于技术和智能解决方案正在改变人们对许多概念的看法以及获取解决方案的方式,安卓应用服务也随之大量增加。有许多安卓应用程序在提供送餐、杂货配送和服务应用程序等服务方面发挥着重要作用,但却没有车辆故障服务的安卓应用程序,这使得人们在旅行时很难确定车辆服务站。本移动应用程序的主要目标是创建一个有关汽车维修站的 Android 应用程序。该应用程序不仅能为您提供汽车维修站的快速建议,还能跟踪周围的关键字:GPS、方向 API、地理编码 API、坐标、位置、实时。
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引用次数: 0
Optimal Control of DC Motor Using Multiverse Optimization Algorithm 使用多元优化算法优化直流电机控制
Pub Date : 2024-07-18 DOI: 10.55041/ijsrem36531
Parmod kumar, Er Arshdeep Singh
Regulating the PID controller's parameters is a significant challenge in DC motor control operation. Multiverse Optimization Algorithm (MVO), a new metaheuristic algorithm, is used to overcome this challenge and is designed for driving a DC motor to find the best possible solution globally in the search space. The suggested controller can be used to adjust the PID controller's parameters to their optimum value. The outcomes of the simulation demonstrate that the suggested controller is capable of efficiently looking for the best PID controller. According to the simulation results, the development of the speed loop response stability has improved, the steady state error has decreased, the rising time has been perfected, and disturbances have no effect on the driving motor's performance with no overtaking. . Keywords— Multiverse Optimization Algorithm, DC motor, PID controller, Parameter Optimization.
调节 PID 控制器的参数是直流电机控制操作中的一项重大挑战。多元宇宙优化算法(MVO)是一种新的元启发式算法,用于克服这一难题,其设计用于驱动直流电机,在搜索空间中找到全局最佳解决方案。建议的控制器可用于将 PID 控制器的参数调整到最佳值。仿真结果表明,建议的控制器能够有效地寻找最佳 PID 控制器。根据仿真结果,速度环响应稳定性得到改善,稳态误差减小,上升时间得到完善,并且干扰对驱动电机的性能没有影响,没有超车现象。.关键词- 多重宇宙优化算法 直流电机 PID 控制器 参数优化
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引用次数: 0
PREFORMANCE EVALUATION OF SELECTED MUTUAL FUNDS SCHEME AT KOTAK MAHINDRA BANK, HYDERABAD 海德拉巴 Kotak Mahindra 银行选定共同基金计划的业绩评估
Pub Date : 2024-07-18 DOI: 10.55041/ijsrem36563
Punna Arun Kumar, Dr. K. Pushpa Latha
This investigates into the performance of a meticulously chosen selection of mutual fund schemes across diverse categories, with a particular emphasis on equity, debt, and balanced offerings. Recognizing the paramount importance of informed investment decisions, the primary objective is to equip investors with a robust and insightful analysis. This analysis empowers them to strategically construct their investment portfolios, aligning them with their individual financial goals. To achieve this objective, the study employs a multifaceted approach, meticulously examining both quantitative and qualitative measures. Historical returns will be rigorously assessed to gauge past performance of each fund. Risk factors will be comprehensively analysed to understand the inherent level of volatility associated with each investment option. Additionally, the management strategies employed by each fund will be scrutinized, providing valuable insights into the underlying investment philosophy and decision-making processes driving the fund's performance. By combining these quantitative and qualitative elements, this study aims to paint a comprehensive picture of each mutual fund scheme. Through this analysis, investors will gain valuable knowledge not only about past returns but also about the risk profile and underlying investment strategies of each fund. This comprehensive understanding empowers investors to make informed choices that align with their individual risk tolerance and financial goals. Key Words: Balanced Funds, Equity Funds, Debt Funds, Mutual Fund Performance, Quantitative Analysis.
本报告调查了精心挑选的不同类别共同基金计划的表现,尤其侧重于股票、债务和平衡产品。由于认识到知情投资决策的极端重要性,本报告的主要目的是为投资者提供稳健而深刻的分析。这种分析使他们能够战略性地构建投资组合,使其符合个人的财务目标。为实现这一目标,本研究采用了多方面的方法,对定量和定性指标进行了细致的研究。将对历史回报进行严格评估,以衡量每只基金的过往表现。将全面分析风险因素,以了解与每种投资选择相关的固有波动水平。此外,还将仔细研究每只基金采用的管理策略,以便深入了解推动基金业绩的基本投资理念和决策过程。通过结合这些定量和定性要素,本研究旨在全面描绘每项共同基金计划。通过分析,投资者不仅能获得有关过去回报的宝贵知识,还能了解每只基金的风险状况和基本投资策略。这种全面的了解使投资者能够根据个人的风险承受能力和财务目标做出明智的选择。关键字平衡基金、股票基金、债务基金、共同基金业绩、定量分析。
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引用次数: 0
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INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT
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