The Wheelchairs have provided good assistance for the people who are suffering from disabilities. As a lot of disabled people require access to a wheelchair controlled by themselves, the proposed prototype is of great importance. Recent advancements in wheelchair systems includes innovative ways of controlling the wheelchair and at the same time making it affordable to the user. The motive of this project is to provide the user complete control of the wheelchair with the help of finger motion. Flex sensors take input from the user in the form of finger motion and they drive the motor, which helps the wheels to move in the required direction. Also this system consists of different health monitoring parameters and wireless charging with emergency buzzer.
{"title":"Finger Motion Controlled Biomedical Wheelchair","authors":"Samruddhi Pawar, Shyamkumar Pandey, Suyog Kedar, Mayuresh S. Jadhav, Shridhar Sahu","doi":"10.1109/ICAST55766.2022.10039595","DOIUrl":"https://doi.org/10.1109/ICAST55766.2022.10039595","url":null,"abstract":"The Wheelchairs have provided good assistance for the people who are suffering from disabilities. As a lot of disabled people require access to a wheelchair controlled by themselves, the proposed prototype is of great importance. Recent advancements in wheelchair systems includes innovative ways of controlling the wheelchair and at the same time making it affordable to the user. The motive of this project is to provide the user complete control of the wheelchair with the help of finger motion. Flex sensors take input from the user in the form of finger motion and they drive the motor, which helps the wheels to move in the required direction. Also this system consists of different health monitoring parameters and wireless charging with emergency buzzer.","PeriodicalId":225239,"journal":{"name":"2022 5th International Conference on Advances in Science and Technology (ICAST)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126591374","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}
Pub Date : 2022-12-02DOI: 10.1109/whispers.2009.5289101
Andrew P. Arana
The emergence of symbolic algebra Views on symbolism in seventeenth-century philosophy Reasoning with symbolic representations of natural phenomena The role of diagrams and illustrations in early modern science Semiotic and model-based approaches to symbolic representations Mathesis Universalis and Characteristica Universalis Cross-cultural studies on the use of symbols in the mathematical practice DESCARTES’ SINGLE MOTION CRITERION FOR GEOMETRICITY
{"title":"Program Comittee","authors":"Andrew P. Arana","doi":"10.1109/whispers.2009.5289101","DOIUrl":"https://doi.org/10.1109/whispers.2009.5289101","url":null,"abstract":" The emergence of symbolic algebra Views on symbolism in seventeenth-century philosophy Reasoning with symbolic representations of natural phenomena The role of diagrams and illustrations in early modern science Semiotic and model-based approaches to symbolic representations Mathesis Universalis and Characteristica Universalis Cross-cultural studies on the use of symbols in the mathematical practice DESCARTES’ SINGLE MOTION CRITERION FOR GEOMETRICITY","PeriodicalId":225239,"journal":{"name":"2022 5th International Conference on Advances in Science and Technology (ICAST)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123119974","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}
Pub Date : 2022-12-02DOI: 10.1109/ICAST55766.2022.10039623
Shruti Solani, Bhavya Thakkar, R. Shah, Neha Katre
Mathematics is all around us and helps us understand real world problems and to figure out their solutions. Mathematics makes life orderly and prevents chaos. Many students find fractions and algebra to be challenging and perplexing, yet as students get older, they will need to be able to understand these concepts. Fractions are significant since they allow one to express how much of an entire, they would like. Algebra is the foundation of other subjects like geometry, trigonometry, calculus, chemistry, etc. Students find algebra easy in the beginning but as equations get more complicated, they start struggling in solving questions. Thus, it is very important to have a strong foundation in these basic mathematical concepts. There are a few commercial tools available to assist students in learning mathematics but most of them are paid or do not provide sufficient practice. Keeping in mind all these aspects, it was decided to develop an intelligent tutor, which will help users in practicing mathematics. If the user requests it, the tutor will also give hints while working on the tasks, as well as feedback when an attempt is unsuccessful.
{"title":"Philomath: Intelligent Tutoring System for Mathematics","authors":"Shruti Solani, Bhavya Thakkar, R. Shah, Neha Katre","doi":"10.1109/ICAST55766.2022.10039623","DOIUrl":"https://doi.org/10.1109/ICAST55766.2022.10039623","url":null,"abstract":"Mathematics is all around us and helps us understand real world problems and to figure out their solutions. Mathematics makes life orderly and prevents chaos. Many students find fractions and algebra to be challenging and perplexing, yet as students get older, they will need to be able to understand these concepts. Fractions are significant since they allow one to express how much of an entire, they would like. Algebra is the foundation of other subjects like geometry, trigonometry, calculus, chemistry, etc. Students find algebra easy in the beginning but as equations get more complicated, they start struggling in solving questions. Thus, it is very important to have a strong foundation in these basic mathematical concepts. There are a few commercial tools available to assist students in learning mathematics but most of them are paid or do not provide sufficient practice. Keeping in mind all these aspects, it was decided to develop an intelligent tutor, which will help users in practicing mathematics. If the user requests it, the tutor will also give hints while working on the tasks, as well as feedback when an attempt is unsuccessful.","PeriodicalId":225239,"journal":{"name":"2022 5th International Conference on Advances in Science and Technology (ICAST)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129940000","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}
Food handling and cleanliness are among the vital worries to forestall the wastage of food. In any case, for absence of innovation and obliviousness about the impacts of mugginess, temperature, openness to light and liquor content on food sources, sanitation isn't kept up with all around ok. This has prompted gigantic misfortunes in numerous food stores coming about because of food rot. At present, larger part of food stores distribution centers actually depend on manual checking of the environmental elements connected with food quality. These regular food investigation innovations are restricted to weight, volume, variety and perspective examination and thus don't give a ton of data required on nature of food. The possibility of the food should be seen and it should be kept away from destroying and ruining by the normal variables like temperature, steadiness. This experience is rotated around such a food checking framework which proposes deliberate utilization of different sensors to perform quality seeing and control of food materials. Much more totally, this framework contains gas, temperature, light and steadiness sensors, which give the critical data expected to looking over the possibility of spoiled food. This data is passed from a distance on to a PC framework giving an affiliation point where the client can see the improvement of the thing quality for quite a while utilizing the Catch of Things advancement. Sometime later, the normal variables can be controlled like by refrigeration, vacuum limit and other fitting control measure
食物的处理和清洁是防止食物浪费的重要问题。无论如何，由于缺乏创新和对闷热、温度、光照和酒含量对食物来源的影响的遗忘，卫生设施没有跟上。这使得许多食品店因为食品腐烂而发生了巨大的灾难。目前，大部分食品店配送中心实际上依赖于人工检查与食品质量有关的环境因素。这些常规的食品调查创新仅限于重量，体积，种类和角度检查，因此不能提供大量关于食品性质所需的数据。应该看到食物的可能性，应该通过温度，稳定性等正常变量来防止食物被破坏和破坏。这种体验围绕着这样一个食品检查框架进行旋转，该框架建议有意识地利用不同的传感器来执行食品材料的质量观察和控制。更完整的是，这个框架包含气体、温度、光线和稳定性传感器，这些传感器提供了检查食物变质可能性所需的关键数据。这些数据从远处传递到PC框架上，提供一个从属点，客户端可以在相当长的一段时间内看到使用Catch of Things进步的东西质量的改进。一段时间后，可以通过制冷、真空限制等适当的控制措施来控制正常变量
{"title":"A SMART IOT and CLOUD based Food Monitoring System- Review","authors":"Aryan Suryavanshi, Rishikesh Thakker, Harshad Waghela, Pradnya Kamble","doi":"10.1109/ICAST55766.2022.10039510","DOIUrl":"https://doi.org/10.1109/ICAST55766.2022.10039510","url":null,"abstract":"Food handling and cleanliness are among the vital worries to forestall the wastage of food. In any case, for absence of innovation and obliviousness about the impacts of mugginess, temperature, openness to light and liquor content on food sources, sanitation isn't kept up with all around ok. This has prompted gigantic misfortunes in numerous food stores coming about because of food rot. At present, larger part of food stores distribution centers actually depend on manual checking of the environmental elements connected with food quality. These regular food investigation innovations are restricted to weight, volume, variety and perspective examination and thus don't give a ton of data required on nature of food. The possibility of the food should be seen and it should be kept away from destroying and ruining by the normal variables like temperature, steadiness. This experience is rotated around such a food checking framework which proposes deliberate utilization of different sensors to perform quality seeing and control of food materials. Much more totally, this framework contains gas, temperature, light and steadiness sensors, which give the critical data expected to looking over the possibility of spoiled food. This data is passed from a distance on to a PC framework giving an affiliation point where the client can see the improvement of the thing quality for quite a while utilizing the Catch of Things advancement. Sometime later, the normal variables can be controlled like by refrigeration, vacuum limit and other fitting control measure","PeriodicalId":225239,"journal":{"name":"2022 5th International Conference on Advances in Science and Technology (ICAST)","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130675072","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}
Pub Date : 2022-12-02DOI: 10.1109/ICAST55766.2022.10039578
Ronil Khalwadekar, U. Gogate
Microsoft Power BI is a self-service data analysis tool primarily focusing in the domain of business intelligence. Optimization involves making alterations to the current state of the data model so that it runs more efficiently and is essentially required for better performance. This paper will focus upon the application of multiple Microsoft Power BI optimization techniques on a significantly large sized Power BI file and perform a quantitative analysis of these techniques. This paper will also focus upon the causal analysis of the outcomes of these techniques to understand the underlying reasons for such file size reductions. The possible variations in results in different situations are also considered in this paper.
Microsoft Power BI是一个自助服务数据分析工具，主要专注于商业智能领域。优化包括对数据模型的当前状态进行更改，以使其更有效地运行，这是提高性能所必需的。本文将重点介绍多种Microsoft Power BI优化技术在一个非常大的Power BI文件上的应用，并对这些技术进行定量分析。本文还将着重对这些技术的结果进行因果分析，以了解此类文件大小减少的潜在原因。本文还考虑了在不同情况下结果可能出现的变化。
{"title":"Quantitative and Causal Analysis of Techniques of Microsoft Power BI File Optimisation","authors":"Ronil Khalwadekar, U. Gogate","doi":"10.1109/ICAST55766.2022.10039578","DOIUrl":"https://doi.org/10.1109/ICAST55766.2022.10039578","url":null,"abstract":"Microsoft Power BI is a self-service data analysis tool primarily focusing in the domain of business intelligence. Optimization involves making alterations to the current state of the data model so that it runs more efficiently and is essentially required for better performance. This paper will focus upon the application of multiple Microsoft Power BI optimization techniques on a significantly large sized Power BI file and perform a quantitative analysis of these techniques. This paper will also focus upon the causal analysis of the outcomes of these techniques to understand the underlying reasons for such file size reductions. The possible variations in results in different situations are also considered in this paper.","PeriodicalId":225239,"journal":{"name":"2022 5th International Conference on Advances in Science and Technology (ICAST)","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133950382","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}
Pub Date : 2022-12-02DOI: 10.1109/ICAST55766.2022.10039529
Pavan Jangam, Vidit Shah, Saakshi Motiwale, Umesh Shinde, K. Rathod, N. Vanjari
The proposed antenna is suitable for a GPS-based Radiosonde Receiver Station. The receiver station antenna system consists of two antennas (directional antenna and omnidirectional antenna). The objective of the proposed work is to design and develop a J-pole antenna for Meteorological Applications. The proposed antenna in this paper is suitable for such application as this antenna has an RLBW of 37 MHz (379 - 416 MHz, 9.181%). The range of the meteorological band is 400 MHz to 406 MHz. The sufficient gain of the J pole antenna and omnidirectional radiation characteristics makes this antenna suitable for meteorological application. The proposed antenna must be lightweight, inexpensive, portable, and robust so that it can survive under extreme conditions. The material used for designing this antenna is copper pipe having 5mm OD (Outer diameter) and 1mm thickness.
{"title":"Design of J Pole Antenna for GPS-based Radiosonde Receiver Station","authors":"Pavan Jangam, Vidit Shah, Saakshi Motiwale, Umesh Shinde, K. Rathod, N. Vanjari","doi":"10.1109/ICAST55766.2022.10039529","DOIUrl":"https://doi.org/10.1109/ICAST55766.2022.10039529","url":null,"abstract":"The proposed antenna is suitable for a GPS-based Radiosonde Receiver Station. The receiver station antenna system consists of two antennas (directional antenna and omnidirectional antenna). The objective of the proposed work is to design and develop a J-pole antenna for Meteorological Applications. The proposed antenna in this paper is suitable for such application as this antenna has an RLBW of 37 MHz (379 - 416 MHz, 9.181%). The range of the meteorological band is 400 MHz to 406 MHz. The sufficient gain of the J pole antenna and omnidirectional radiation characteristics makes this antenna suitable for meteorological application. The proposed antenna must be lightweight, inexpensive, portable, and robust so that it can survive under extreme conditions. The material used for designing this antenna is copper pipe having 5mm OD (Outer diameter) and 1mm thickness.","PeriodicalId":225239,"journal":{"name":"2022 5th International Conference on Advances in Science and Technology (ICAST)","volume":"91 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133601133","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}
Pub Date : 2022-12-02DOI: 10.1109/ICAST55766.2022.10039528
Dhiraj Amin, S. Govilkar, Sagar Kulkarni
Questions are asked over the image within the Visual question answering system (VQAS). VQAS takes input as a user's natural language question and relative image. VQAS are mostly trained with a huge dataset with image, question and its correct answer. Many datasets like VQA, Visual7W and others have questions and answers over the image in English but there is scarcity of resources for many regional languages like Hindi and Marathi. In this paper we investigate different methods over the Hindi and Marathi version of the easy-VQA dataset.
{"title":"Visual Question Answering System for Indian Regional Languages","authors":"Dhiraj Amin, S. Govilkar, Sagar Kulkarni","doi":"10.1109/ICAST55766.2022.10039528","DOIUrl":"https://doi.org/10.1109/ICAST55766.2022.10039528","url":null,"abstract":"Questions are asked over the image within the Visual question answering system (VQAS). VQAS takes input as a user's natural language question and relative image. VQAS are mostly trained with a huge dataset with image, question and its correct answer. Many datasets like VQA, Visual7W and others have questions and answers over the image in English but there is scarcity of resources for many regional languages like Hindi and Marathi. In this paper we investigate different methods over the Hindi and Marathi version of the easy-VQA dataset.","PeriodicalId":225239,"journal":{"name":"2022 5th International Conference on Advances in Science and Technology (ICAST)","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130077336","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}
Pub Date : 2022-12-02DOI: 10.1109/ICAST55766.2022.10039664
Shelke Kavita, Dakshayani G
The Internet of Things is a concept that allows people to connect to the Internet and access services through new, unconventional computing and communication practices. But there are two issues in the Internet of Things. These are security and data protection. Due to the limited processor, storage, and energy resources of IoT devices existing security frameworks are unable to meet the essential security requirements. Centralized security is not good for IoT as they tend towards a single point of failure and are more expensive for protecting centralized resources against attacks. Therefore, decentralized IoT security must be adapted. Blockchain is a a decentralised security system that can be used to secure many different things. Blockchain is not currently appropriate technology for IoT because it is too complicated and poorly scalable. This paper shows research on and implementation of Sliding Window Blockchain (SWBC), a conventional blockchain architecture used in Internet of Things applications. SWBC's performance is computed using live data which is supplied by a smart home testbed.
{"title":"A Sliding Window Blockchain Architecture for the Internet of Things","authors":"Shelke Kavita, Dakshayani G","doi":"10.1109/ICAST55766.2022.10039664","DOIUrl":"https://doi.org/10.1109/ICAST55766.2022.10039664","url":null,"abstract":"The Internet of Things is a concept that allows people to connect to the Internet and access services through new, unconventional computing and communication practices. But there are two issues in the Internet of Things. These are security and data protection. Due to the limited processor, storage, and energy resources of IoT devices existing security frameworks are unable to meet the essential security requirements. Centralized security is not good for IoT as they tend towards a single point of failure and are more expensive for protecting centralized resources against attacks. Therefore, decentralized IoT security must be adapted. Blockchain is a a decentralised security system that can be used to secure many different things. Blockchain is not currently appropriate technology for IoT because it is too complicated and poorly scalable. This paper shows research on and implementation of Sliding Window Blockchain (SWBC), a conventional blockchain architecture used in Internet of Things applications. SWBC's performance is computed using live data which is supplied by a smart home testbed.","PeriodicalId":225239,"journal":{"name":"2022 5th International Conference on Advances in Science and Technology (ICAST)","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134354448","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}
Pub Date : 2022-12-02DOI: 10.1109/ICAST55766.2022.10039620
U. Dewangan, R. .. Talwekar, S. Bera
Machine learning is an essential tool for predicting agricultural production since it can forecast crop yield based on variables like location, weather, season etc. The research on crop yield prediction has been supported by the application of several machine/deep learning techniques. In order to extract and synthesize the techniques and features that have been employed in crop yield prediction research, we conducted a Systematic Literature Review (SLR) for this work. According to our observations, Artificial Neural Network (ANN) and Random Forest is the most popular algorithm, which also gives the best performance in terms of Accuracy & Root Mean Square Error (RMSE). Lack of a large training dataset, which increases the possibility of overfitting and, ultimately, lower model performance in reality, is one of the biggest obstacles.
{"title":"Systematic Literature Review on Crop Yield Prediction using Machine & Deep Learning Algorithm","authors":"U. Dewangan, R. .. Talwekar, S. Bera","doi":"10.1109/ICAST55766.2022.10039620","DOIUrl":"https://doi.org/10.1109/ICAST55766.2022.10039620","url":null,"abstract":"Machine learning is an essential tool for predicting agricultural production since it can forecast crop yield based on variables like location, weather, season etc. The research on crop yield prediction has been supported by the application of several machine/deep learning techniques. In order to extract and synthesize the techniques and features that have been employed in crop yield prediction research, we conducted a Systematic Literature Review (SLR) for this work. According to our observations, Artificial Neural Network (ANN) and Random Forest is the most popular algorithm, which also gives the best performance in terms of Accuracy & Root Mean Square Error (RMSE). Lack of a large training dataset, which increases the possibility of overfitting and, ultimately, lower model performance in reality, is one of the biggest obstacles.","PeriodicalId":225239,"journal":{"name":"2022 5th International Conference on Advances in Science and Technology (ICAST)","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133100927","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}
Pub Date : 2022-12-02DOI: 10.1109/ICAST55766.2022.10039567
S. Maniyar, S. Kulkarni
The field of machine translation is included in Natural Language Procession. The development of MT system Marathi to English language is much more challenging task because of linguistic divergences. The most significant aspect of MT is that it maximizes meaning, such that understanding the output requires the least amount of effort and time. In machine translation different Types of Technique Available but as per Literature review Neural Machine Translation gives the Best results. In This paper focus on three types of divergences and also Artificial Neural Network techniqueMachine translation's major problem of divergence has led to the development of neural machine translation (NMT), a different strategy to address the same problemIn this study, used a neural machine translation technique to construct a separate module. Here create thematic divergence module, Categorical divergence module and structural divergence module with 66.67 %, 71.43 %, and 51.25 % accuracy and Calculated BLEU score.
{"title":"English to Marathi Machine Translation Linguistic Divergence Using ANN","authors":"S. Maniyar, S. Kulkarni","doi":"10.1109/ICAST55766.2022.10039567","DOIUrl":"https://doi.org/10.1109/ICAST55766.2022.10039567","url":null,"abstract":"The field of machine translation is included in Natural Language Procession. The development of MT system Marathi to English language is much more challenging task because of linguistic divergences. The most significant aspect of MT is that it maximizes meaning, such that understanding the output requires the least amount of effort and time. In machine translation different Types of Technique Available but as per Literature review Neural Machine Translation gives the Best results. In This paper focus on three types of divergences and also Artificial Neural Network techniqueMachine translation's major problem of divergence has led to the development of neural machine translation (NMT), a different strategy to address the same problemIn this study, used a neural machine translation technique to construct a separate module. Here create thematic divergence module, Categorical divergence module and structural divergence module with 66.67 %, 71.43 %, and 51.25 % accuracy and Calculated BLEU score.","PeriodicalId":225239,"journal":{"name":"2022 5th International Conference on Advances in Science and Technology (ICAST)","volume":"100 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124829474","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}
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