2022 International Conference on Fourth Industrial Revolution Based Technology and Practices (ICFIRTP)最新文献_第2页

Real or Fake Identity Deception of Social Media Accounts using Recurrent Neural Network 基于递归神经网络的社交媒体账户真假身份欺骗

2022 International Conference on Fourth Industrial Revolution Based Technology and Practices (ICFIRTP) Pub Date : 2022-11-23 DOI: 10.1109/ICFIRTP56122.2022.10059430

B. Borkar, D. R. Patil, Ashok V. Markad, Manish Sharma

{"title":"Real or Fake Identity Deception of Social Media Accounts using Recurrent Neural Network","authors":"B. Borkar, D. R. Patil, Ashok V. Markad, Manish Sharma","doi":"10.1109/ICFIRTP56122.2022.10059430","DOIUrl":"https://doi.org/10.1109/ICFIRTP56122.2022.10059430","url":null,"abstract":"Identity fraud is a widespread issue across online social networks in recent days. Current research effort is directed to develop technologies to detect identity fraud. The effectiveness of the existing strategies is uncertain. We describe a study of detecting identity fraud by using clustering and classification techniques. We define traditional methodological shortcomings in detection of identity fraud for these methods and suggest ways that can enhance their efficacy in real-world contexts. Initially, we collect data from social media accounts and applied preprocessing and filtration techniques like Natural Language Process (NLP), vectorization, dimensionality reduction, data normalization, etc. Features are extracted, based on the behavioral analysis, and characteristics of each profile. The clustering approaches are used to detect each profile, either real or fake, and similar approach has been carried out for deep learning classification. The Recurrent Neural Network (RNN) has been used to categorize each profile based on module training and testing. In the experimental analysis, we show the system's effectiveness when applied in the real-world social media environment.","PeriodicalId":413065,"journal":{"name":"2022 International Conference on Fourth Industrial Revolution Based Technology and Practices (ICFIRTP)","volume":"54 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121095929","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1

Hypertuned Convolutional Neural Network Residual Model Based Content Based Image Retrival System 基于超调谐卷积神经网络残差模型的内容图像检索系统

2022 International Conference on Fourth Industrial Revolution Based Technology and Practices (ICFIRTP) Pub Date : 2022-11-23 DOI: 10.1109/ICFIRTP56122.2022.10059435

Aman Singh, Amit Dixit, Brajesh Kumar Singh

引用次数: 0

Complaint Management in Ethiopian Vocational and Technical Education Institutions: A Framework and Implementation of a Decision Support System 埃塞俄比亚职业技术教育机构的投诉管理:决策支持系统的框架和实施

2022 International Conference on Fourth Industrial Revolution Based Technology and Practices (ICFIRTP) Pub Date : 2022-11-23 DOI: 10.1109/ICFIRTP56122.2022.10063207

R. S. Rawat, V. Singh, A. Dumka

{"title":"Complaint Management in Ethiopian Vocational and Technical Education Institutions: A Framework and Implementation of a Decision Support System","authors":"R. S. Rawat, V. Singh, A. Dumka","doi":"10.1109/ICFIRTP56122.2022.10063207","DOIUrl":"https://doi.org/10.1109/ICFIRTP56122.2022.10063207","url":null,"abstract":"DecisionSupport Systems (DSSs) are interactive information systems that are based on computers; as such, they share many of the characteristics that make information systems successful. As the name suggests, an interactive system allows for two-way communication between the user and the software. There is a structure in place at many companies for dealing with customer concerns. This is an effort to improve the company's overall quality, customer happiness, and decision-making processes. Current processes for managing complaints are inadequate, and the organisation is unresponsive to them. Within the company, there is a lack of proper framework to deal with such situations. With the use of an Intelligent Decision Support System for Managing Complaints (IDSSMC), researchers were able to test how well Ethiopian Polytechnic TVET Colleges deal with complaints submitted through a web-based interface coupled to a mobile application with SMS notification. Users may sign up and file complaints using the system's website or mobile app. A descriptive developmental approach was used for this investigation. While the development approach was utilised to create the system, the descriptive approach was used for describing test findings. Users of the TVET system will be able to register, submit, and check the progress of their complaints through the system's website and mobile phone application. This makes it possible to gather complaints from a wide range of individuals at any time and from any location. In the conclusion, it is strongly suggested to implement a Model driven DSS approach that might offer additional intelligence to this company or another, with the expectation that this project could serve as a starting point.","PeriodicalId":413065,"journal":{"name":"2022 International Conference on Fourth Industrial Revolution Based Technology and Practices (ICFIRTP)","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122825774","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Artificial Intelligence in Pharmaceutical Field: Applications, Challenges and Future Scope 人工智能在制药领域的应用、挑战与未来

2022 International Conference on Fourth Industrial Revolution Based Technology and Practices (ICFIRTP) Pub Date : 2022-11-23 DOI: 10.1109/ICFIRTP56122.2022.10059451

P. Joshi, Nidhi Nainwal, Jaya Rautela, Neetu Rajpoot, Purabi Saha

{"title":"Artificial Intelligence in Pharmaceutical Field: Applications, Challenges and Future Scope","authors":"P. Joshi, Nidhi Nainwal, Jaya Rautela, Neetu Rajpoot, Purabi Saha","doi":"10.1109/ICFIRTP56122.2022.10059451","DOIUrl":"https://doi.org/10.1109/ICFIRTP56122.2022.10059451","url":null,"abstract":"Since the introduction of specialized technology in the field of medicine has changed the conditions that were proven to be the severe ones from hope to have that was observed during the digitalization of the critical datasets of the patients during pandemic situations, these introductions of artificial intelligence have not only caused devastating changes that were previously observed to be problems. With the aid of modern robotics that specifically carry out their functions based on it algorithms, it was observed that there are many such advantages as these artificial intelligence work on the latest technology that covers all the different aspects of diagnosis, curing the affected patients by determining its details past history from its initial stages to its end stages that are proved to be helpful in providing the better treatments to the ill patients. This review paper goes into great detail about the use of AI in the pharmaceutical industry. The essay also highlighted the most current developments and potential applications of AI in the pharmaceutical industry. This article also discusses the obstacles to AI's development in the pharmaceutical business.","PeriodicalId":413065,"journal":{"name":"2022 International Conference on Fourth Industrial Revolution Based Technology and Practices (ICFIRTP)","volume":"65 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127329230","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

The Embryonic Banking Practices in Dawn of Industrial Revolution 4.0: Opportunities and Challenges 工业革命4.0曙光下的银行业雏形:机遇与挑战

2022 International Conference on Fourth Industrial Revolution Based Technology and Practices (ICFIRTP) Pub Date : 2022-11-23 DOI: 10.1109/ICFIRTP56122.2022.10059432

Ram Singh, Vyomkesh Bhatt

引用次数: 0

Virtual Hands: Real Time Keyboard, Desktop & Application Navigation using Gestures 虚拟手:实时键盘，桌面和应用程序导航使用手势

2022 International Conference on Fourth Industrial Revolution Based Technology and Practices (ICFIRTP) Pub Date : 2022-11-23 DOI: 10.1109/ICFIRTP56122.2022.10059450

Harshit Sharma, Richa Saxena, Satendra Kumar, A. Saini, Mohammad Saad, Mohammad Faraz

{"title":"Virtual Hands: Real Time Keyboard, Desktop & Application Navigation using Gestures","authors":"Harshit Sharma, Richa Saxena, Satendra Kumar, A. Saini, Mohammad Saad, Mohammad Faraz","doi":"10.1109/ICFIRTP56122.2022.10059450","DOIUrl":"https://doi.org/10.1109/ICFIRTP56122.2022.10059450","url":null,"abstract":"In computer system keyboard is the most prominent input medium of all time. But lately, human community is living in an era of global pandemic being afraid of suffering from Coronavirus (Covid-19) and hence each and every person avoids touching anything. This is because of the fear of contracting this contagious virus and their mutants. So, to mitigate this issue, we present a method \"webcam based virtual keyboard interface\" to interact with a computer system. The code of this method is written using pre- built modules like OpenCV, MediaPipe, PyVDA, Win32API, etc. and Python 3.9. This approach uses matching the index finger and middle finger on the specific key. After that the virtual desktop switching mechanism is done by PyVDA. The PyttSX3 library plays the sound whenever any key is pressed or when a desktop switch is initiated, corresponding to the key pressed or the desktop switched. In this approach no additional hardware device other than the webcam, that is already available in the system, is required. This approach is also useful for those persons who wants the access the system, even when their hands are dirty.","PeriodicalId":413065,"journal":{"name":"2022 International Conference on Fourth Industrial Revolution Based Technology and Practices (ICFIRTP)","volume":"55 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128367938","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

An Electronic Health Record Management System Based on Blockchain Technology 基于区块链技术的电子健康档案管理系统

2022 International Conference on Fourth Industrial Revolution Based Technology and Practices (ICFIRTP) Pub Date : 2022-11-23 DOI: 10.1109/ICFIRTP56122.2022.10059456

Madhulika Mittal, Mahak Mittal

引用次数: 0

Framework for the Provision of User Felt Protected Mobile Banking Services 提供用户感觉受保护的移动银行服务的框架

2022 International Conference on Fourth Industrial Revolution Based Technology and Practices (ICFIRTP) Pub Date : 2022-11-23 DOI: 10.1109/ICFIRTP56122.2022.10059415

Navneet Rawat, Dibyhash Bordoloi, A. Dumka

{"title":"Framework for the Provision of User Felt Protected Mobile Banking Services","authors":"Navneet Rawat, Dibyhash Bordoloi, A. Dumka","doi":"10.1109/ICFIRTP56122.2022.10059415","DOIUrl":"https://doi.org/10.1109/ICFIRTP56122.2022.10059415","url":null,"abstract":"The proliferation of mobile devices is a direct sector, which has become the primary means by which individuals complete the vast majority of their daily tasks. Financial institutions are bolstering their expansion plans by emphasizing mobile banking and financial services. However, there are several security issues with mobile banking due to the expanding capabilities of mobile technology. That's why banks need a system to evaluate the safety of their mobile banking services. The cyber-security barriers to mobile banking encountered by SACCOs in Kenya were identified using a survey study methodology, and the strategies used by SACCOs to mitigate the effects of these problems on the supply of mobile banking services were assessed. The research uncovered the risks associated with mobile banking in terms of cyber security. This analysis also assessed the measures taken by SACCOs to guarantee the provision of a safe mobile banking service in the eyes of their customers. The results informed the development of a framework for the provision of mobile banking services that prioritizes customers' sense of safety. After putting the suggested structure through its paces with the help of specialists, it was proven to be quite trustworthy. This paradigm gives SACCOs a way to measure how secure their services are in the eyes of their customers.","PeriodicalId":413065,"journal":{"name":"2022 International Conference on Fourth Industrial Revolution Based Technology and Practices (ICFIRTP)","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127556808","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Machine Learning Based Predicting Student’s Grade 基于机器学习的学生成绩预测

2022 International Conference on Fourth Industrial Revolution Based Technology and Practices (ICFIRTP) Pub Date : 2022-11-23 DOI: 10.1109/ICFIRTP56122.2022.10059421

Sanjay K. Singh, Shreeyeshi Goswami, Shubhangi Nagar, Mandeep Kaur, Nitin Rakesh, M. Goyal

{"title":"Machine Learning Based Predicting Student’s Grade","authors":"Sanjay K. Singh, Shreeyeshi Goswami, Shubhangi Nagar, Mandeep Kaur, Nitin Rakesh, M. Goyal","doi":"10.1109/ICFIRTP56122.2022.10059421","DOIUrl":"https://doi.org/10.1109/ICFIRTP56122.2022.10059421","url":null,"abstract":"Many scholars have looked into student academic performance in monitoring and non-supervision supervised learning, and they have used a variety of data mining techniques. To gain significant guessing skill, neural networks often require a large number of observations. Due to the rising number of impoverished students with degrees, it is vital to develop a programme that aids in the reduction of this scourge as well as the incidence of recurrence due to poor performance or the necessity to drop out of school entirely in pursuit of their job. As a result, it is vital to understand each one’s benefits and drawbacks in order to identify which one works best and which ones should be chosen many times. The study’s goal is to create an Artificial Neutral Network-based student performance prediction system that uses student mathematical features to help the university select candidates (students) with a high prediction of admission success based on previous student academic records who will eventually earn a degree from the institution. The model was built using a set of input variables, including parental status. With parent’s data, there is about 80.84 percent accuracy, whereas without information about parent’s education, there is 81.37 percent, indicating that they are closely related. As a result, in the large scale of student’s data, these differences will be so minor, according to this machine learning prediction process. There are many things, which need to do predictive process to check the possibility of happening that thing, as the advancement is rapidly increasing.","PeriodicalId":413065,"journal":{"name":"2022 International Conference on Fourth Industrial Revolution Based Technology and Practices (ICFIRTP)","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125913316","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

A brief study on Cyber Crime, Laws and Ethics 略论网络犯罪、法律与伦理

2022 International Conference on Fourth Industrial Revolution Based Technology and Practices (ICFIRTP) Pub Date : 2022-11-23 DOI: 10.1109/ICFIRTP56122.2022.10059445

Saraswati Kumari, Ashwani Sharma, Vishwas Khattar, A. Panwar, Siddhart Singh Baghel, Vardaan Khattar

引用次数: 0