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Twitter User Sentiment analysis for RUU Omnibus Law Using Convolutional Neural Network 8

Twitter User Sentiment Analysis for RUU Omnibus Law Using Co...

引用

8th IEEE International conference on Computing, engineering and design, ICCED 2022

作者： Dauni, Popon Ramdhani, Muhammad Ali Suryapratama, Dimas Ramdhani Jumadi Zulfikar, Wildan Budiawan Fuadi, Rifqi Syamsul UIN Sunan Gunung Djati Universitas Kebangsaan Department of Informatics Bandung Indonesia UIN Sunan Gunung Djati Department of Informatics Bandung Indonesia

ISBN: (纸本)9781665453899

the general function of social media is for online interaction with many people. Moreover, social media have functions for sharing information, discussing, and giving an opinion media about some topics that a lot of people talk about, one of that media is Twitter. An atopic will show many opinions and different responses from everyone. this study was for making an analysis of opinion from social media Twitter users about the Rancangan Undang-Undang (RUU) Omnibuslaw topic using a Convolutional Neural Network method which is one of the Deep Learning methods. this study has done a sentiment analysis with opinion data from many different people through the tweet they make, Preprocessing and weighting are done using Word2vec which give 84% result accuracy of an algorithm from 10-Time testing. Based on 2.820 tweet data, the result is 1.320 data of positive sentiment, and 1.500 data of negative responses for the RUU Omnibuslaw topic in Indonesia. © 2022 IEEE.

关键词： Sentiment analysis

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design and analysis of Class AB RFC OTA with Improved Performance 8

Design and Analysis of Class AB RFC OTA with Improved Perfor...

引用

8th International conference on Signal Processing and Communication, ICSC 2022

作者： Dabas, Annu Kumari, Shweta Gupta, Maneesha Yadav, Richa Bharati Vidyapeeth's College of Engineering Department of Electronics & Communication Engineering New Delhi India Indira Gandhi Delhi Technical University for Women Department of Electronics & Communication Engineering New Delhi India Netaji Subhas University of Technology Department of Electronics & Communication Engineering New Delhi India

ISBN: (纸本)9781665454308

In this work, the class AB Recycling Folded Cascode (RFC) structure of Operational Transconductance Amplifier (OTA) is proposed which enhances the performance of conventional RFC OTA. Class AB unity gain buffers based differential input stage has been used in the proposed circuit. the source degeneration transistors are embedded to boost the linearity of proposed OTA. Additionally, positive feedback at load and DTMOS transistors at input stage are also implemented which further improve the transconductance and bandwidth of the proposed RFC OTA. the proposed RFC OTA is implemented using Tanner EDA tool with 180 nm CMOS technology which provides the gain of 73.60 dB and unity gain bandwidth of 5.18 MHz. the supply voltage of ±0.5V is used to design the proposed amplifier. © 2022 IEEE.

关键词： Bandwidth

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Feature Fusing with Vortex-Based Classification of Sentiment analysis Using Multimodal Data 8th

Feature Fusing with Vortex-Based Classification of Sentiment...

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8th International conference on Emerging Research in Computing, Information, Communication and Applications, ERCICA 2023

作者： Sunil Kumar, V. Renukadevi, S. Yashaswini, B.M. Malagi, Vindhya P. Pareek, Piyush Kumar Nitte Meenakshi Institute of Technology Karnataka Bengaluru India Dayananda Sagar College of Engineering Karnataka Bengaluru India

ISBN: (纸本)9789819976218

For the purpose of identifying the felt emotions and intentions behind multimodal data, multimodal sentiment investigation seeks to semantic info acquired across different modalities. the primary focus of this field of study is the design of a novel fusion system that can efficiently and effectively aggregate data from several sources. However, the ability to use the independence and connection across modalities is lacking in prior work, preventing optimal performance. Consequently, the work suggests a unique approach to visual and textual sense modality and then fuses these features using different kernel learning techniques (MKL). After that, we feed the combined dataset into an Extreme Learning Machine (ELM), where we use the Vortex Search Algorithm to choose the most appropriate bias and weight (VSA). When everything is said and done, trials are run on two publicly accessible datasets, and the results are better than the current gold standard for multimodal sentiment analysis. For instance, whereas the current ML only manages 94% accuracy, the suggested ELM-VSA achieves 98.50%. © 2024, the Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.

关键词： Extreme learning machine Feature fusion Multimodal sentiment analysis Multiple kernel learning Vortex search algorithm

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Finite element analysis of grout-filled GFRP tube repaired corroded tubular offshore platforms 8

Finite element analysis of grout-filled GFRP tube repaired c...

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2024 8th International conference on Energy Technology and Materials Science, ICETMS 2024

作者： Lu, Yaping Zhou, Yongli Yan, Xiaoyu Meng, Ziyang Hou, Xiaoyu Office of Laboratory and Equipment Management China University of Mining and Technology Jiangsu Xuzhou221116 China Wuzhou Engineering Consulting Zhejiang Hangzhou310000 China Jiangsu Key Laboratory of Disaster Impact and Intelligent Prevention in Civil Engineering China University of Mining and Technology Jiangsu Xuzhou221116 China China Post Insurance Co. Ltd Beijing100808 China

Steel tubular offshore platforms are exposed to aggressive marine conditions, which leads to inevitable corrosion and degradation of the structures after a long time of service. Repairing the corroded tubular structure is not easy, especially for the members that are beneath the sea level. the current paper aims to provide an alternative approach for the repairing of corroded steel tubular platforms, by which a novel method with grout-filled GFRP tube cladding the tubular members is proposed. the conception design of the method is introduced, and the repairing process is demonstrated in detail. then the repairing efficiency of repaired joints and platforms with different corrosion rates is investigated with finite element analysis, which proves a satisfactory reinforcement on the strength of them. the enhanced ratio is up to 117% for the T-joint under compression, and 44% for the compression brace of the K-joint, 37% for the tension brace of the K-joint, 45% for the platform. Finite element models are developed to explore the influence of the GFRP tube thickness ratio and the cube strength of grout material on its strength and repair efficiency. then the corresponding repair structure suggestions under each corrosion rate are put forward. © Published under licence by IOP Publishing Ltd.

关键词： Steel corrosion

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Testability Research of Civil Aircraft Cockpit Lighting System

Testability Research of Civil Aircraft Cockpit Lighting Syst...

引用

IEEE Information Technology and Mechatronics engineering conference (ITOEC)

作者： Chen Shihui Shanghai Aircraft Design & Research Institute Shanghai China

ISBN: (数字)9798331529482

ISBN: (纸本)9798331529499

the cockpit lighting system is a critical human-machine interface that integrates controls, displays, and lighting for status control and indication across various aircraft systems. It enables flight crews to operate aircraft systems and provides illumination and status displays under all cockpit lighting conditions. Effective cockpit lighting design mitigates pilot visual fatigue, enhances operational accuracy, and reduces the risk of human error-induced flight accidents, thus fostering a more comfortable flight environment. Adhering to MIL-STD-2165, this study employs diverse testability design and analysis methods, including FMEA, testability analysis, and BIT design, to enhance the testability and safety of the cockpit lighting system. the research contributes novel perspectives and methodologies for the design and maintenance of future civil aircraft cockpit lighting systems, emphasizing fault detection and prediction to ensure system reliability throughout its lifecycle.

关键词： Military standards Visualization Mechatronics Human-machine systems design methodology Lighting Safety Maintenance Aircraft Usability

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Car Passive Safety Ensuring: FEA analysis 8th

Car Passive Safety Ensuring: FEA Analysis

引用

8th International conference on Industrial engineering, ICIE 2022

作者： Markina, A.A. Kuznetsova, E.Y. Ahmad, H. Ural Federal University 19 Mira str Yekaterinburg620002 Russia

ISBN: (纸本)9783031141249

In this investigation the front door design is considered for the LADA VESTA car. the investigation is aimed at solving the issue of the weight decreasing and at the same time increasing its crashworthiness, and applied to the practice situation in racing that whether this car door will be light and strong enough to withstand the different crashing forces which it can bear during the practice conditions. Although there isn’t any practical testing of a car but simulation through FEA by ABAQUS is performed to find out its strength and most importantly strength to weight ratio as compared to a conventional steel door which faces the same force with large weight. © 2023, the Author(s), under exclusive license to Springer Nature Switzerland AG.

关键词： Finite element method

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STEP AP209 File-Based Automated FE analysis and Simulation Based on Data Stored in 3-D CAD Models 8th

STEP AP209 File-Based Automated FE Analysis and Simulation B...

引用

8th International and 29th All India Manufacturing Technology, design and Research conference , AIMTDR 2021

作者： Xavier, Sarin Vineesh, K.P. Manu, R. Deepak Lawrence, K. Department of Mechanical Engineering National Institute of Technology Calicut Kozhikode673601 India

ISBN: (纸本)9789811945557

In the modern product-based industry, it becomes essential to communicate and coordinate activities in design, analysis, and manufacturing domains for the overall development of the product using Model-Based design (MBD). In recent years, efforts have been intensified toward the integration of the CAD/CAM/CAE system based on data and semantics of STEP neutral files for aiding automation. In this work, STEP AP209 file-based automated CAD-FEM is proposed. AP209 file contains both CAD and CAE data entities and can host many Simulation Data Management (SDM) capabilities with provision for sharing, archiving, and exchanging multi-disciplinary design and simulation data. In this work, a smart design and analyses system using Python programming language was developed that would parse the Part 21 file of STEP AP209, extract FEM related data, subdivide the domain into suitable elements (tetrahedral and hexahedral for 3-D analysis and triangular elements for 2-D analysis) and perform FEM analyses. the proposed framework for automated CAD integrated FEM application is demonstrated using four case studies using the part 21 file extracted from STEP AP209 files of 3-D CAD models. the obtained results based on automated FEM analyses using the developed program are compared with the output of a conventional FEM software-ABAQUS for the same kind of input data. © 2023, the Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.

关键词： Manufacture

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analysis on Stress Characteristics of Arch of Underground Excavation Station in New Botanical Garden Station 8

Analysis on Stress Characteristics of Arch of Underground Ex...

引用

8th International conference on Hydraulic and Civil engineering - Deep Space Intelligent Development and Utilization Forum (ICHCE)

作者： Zhang, Lu Lv, Liangliang Ren, Jianxi Xu, Zhaobo Zhang, Jiulong Xian Univ Sci & Technol Xian Shaanxi Peoples R China China Construct Third Engn Bur Co Ltd Wuhan Hubei Peoples R China

ISBN: (纸本)9781665465533

the monitoring of the stress of the buckle arch steel bar, the pressure of the vault and the concrete strain of the vault were carried out in the new Botanical Garden Station of Xi'an Metro Line 8. the monitoring scheme design is introduced. the monitoring results from the construction stage of the primary support buckle arch to the construction stage of the secondary lining buckle arch are analyzed. the stress characteristics of the buckle arch structure are obtained. the overall steel bar stress of the buckle arch vault and the arch foot shows an increasing trend. the pressure at the vault is transmitted downward along the grille rigid frame to the arch foot, so the steel bar stress at the arch foot is greater than that at the vault. the concrete strain law is similar to the change law of the vault pressure.

关键词： supporting arch field monitoring stress characteristic

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A Micro-volunteering Engine to drive crowd-measuring of Air Quality in Citizen Science 8

A Micro-volunteering Engine to drive crowd-measuring of Air ...

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8th International conference on Smart and Sustainable Technologies, SpliTech 2023

作者： Puerta-Beldarrain, Maite Gómez-Carmona, Oihane López-De-Ipiña, Diego Casado-Mansilla, Diego Barco, Alexandre Jayo, Unai Hernández García-Zubia, Javier University of Deusto DeustoTech Bilbao Spain University of Deusto Faculty of Engineering Bilbao Spain

ISBN: (纸本)9789532901283

Citizen Science (CS) is a great instrument to drive societal challenges. In a glimpse, CS enables the collection and analysis of data relating to the natural world by members of the general public, typically as part of a collaborative project with professional scientists. Sometimes, researchers need to frame their data collection in concentrated or sparse areas. However, there not exist a digital tool that allow to specify and area and provide geopositionded recommendations to citizen scientists to get evidence from specific points. the Micro-Volunteering Engine (MVE) that is presented in this article is responsible to provide the best fitting spatial cells that need to be measured given a user's location. MVE is used in EU project SOCIO-BEE, a project where members with different profiles organize, manage, and execute CS campaigns. through CS campaign simulations, it is demonstrated how this engine may be usable to mobilize and drive citizens to carry out crowd-sourcing campaigns which help understanding better the effects of air pollution and, hence, aid decision-making, i.e., co-design of pro-environmental mitigation actions. the MVE is evaluated through a series of dimulations in which its performance is measured to prove its effectiveness for real uses cases of any nature. © 2023 University of Split, FESB.

关键词： Crowdsourcing

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design And Build A Hijaiah Letter Recognition Application For Early Children Using the Markerless Method Based Augmented Reality 8

Design And Build A Hijaiah Letter Recognition Application Fo...

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8th International conference on Informatics and Computing, ICIC 2023

作者： Arief, Assaf Nurani, R. Dwi Kapita, Syarifuddin N. Universitas Khairun Department of Informatics Ternate Indonesia

ISBN: (纸本)9798350342604

Knowing and mastering hijaiah letters is the basis for learning the Qur'an. Early childhood is a golden period and playing is an important activity in the process of child development. It cannot be denied that electronic devices such as games on smartphones can already cover all the needs of early childhood who are usually more interested in learning visually and audio. the research was conducted with the aim of designing and building an android application as a medium for learning the introduction of hijaiah letters for early childhood by utilizing augmented reality technology. the application will utilize the markerless method so that the application can display 3D images of hijaiah letters and appear if the Hijaiah AR camera in the application is run without having to use a special marker. Based on the results of the analysis and discussion, it can be concluded that the AR Hijaiah application can be used to assist teachers in teaching hijaiah letters and to help facilitate the learning process of teaching hijaiah letters to early childhood. In addition, this application also helps accelerate children's understanding of hijaiah letters because by using this application they will be able to see 3D images, listen to the sound of letters and also explain makhraj hijaiah. © 2023 IEEE.

关键词： Augmented reality

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