Proceedings of the 4th International Conference on Information Management & Machine Intelligence最新文献_第9页

Absolute Data Security Scheme: An Advanced Approach towards Data Security 绝对数据安全方案:数据安全的高级方法

Proceedings of the 4th International Conference on Information Management & Machine Intelligence Pub Date : 2022-12-23 DOI: 10.1145/3590837.3590953

Ritu Shukla, Dinesh Goyal, Shruti Thapar, Rohit Chhabra

{"title":"Absolute Data Security Scheme: An Advanced Approach towards Data Security","authors":"Ritu Shukla, Dinesh Goyal, Shruti Thapar, Rohit Chhabra","doi":"10.1145/3590837.3590953","DOIUrl":"https://doi.org/10.1145/3590837.3590953","url":null,"abstract":"With the exponential increase in the applications of digitalization, the risk of data breach and theft is also rising tremendously. The abrupt increase in the use of digital money, especially after demonetization and then during Corona pandemic, has developed dependencies on the online transactions via different digital payments and financial service providers. In this it has become challenging to keep the information including credentials, One Time Password etc. secure. In the course of time, number of blooming techniques are introduced which secure the information whether it is in the network or stored at secured architecture. But the soul of these techniques is the complex algorithms that keep the data confidential from the attackers/ unintended users. In this paper we are proposing a robust scheme named as Absolute Data Security Scheme which can be useful for securing applications commonly used in modern environment. A customized version of International Data Encryption Algorithm (IDEA) algorithm is used in combination with message digest algorithm to provide better security. It is a combination which preserves the confidentiality as well as integrity of the data. This scheme is a combination of encryption; decryption and message digest techniques which contribute in the secure transmission of the data.","PeriodicalId":112926,"journal":{"name":"Proceedings of the 4th International Conference on Information Management & Machine Intelligence","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131532877","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

Keypoint Detection for Identifying Body Joints using TensorFlow 基于TensorFlow的人体关节关键点检测

Proceedings of the 4th International Conference on Information Management & Machine Intelligence Pub Date : 2022-12-23 DOI: 10.1145/3590837.3590948

Anuj Grover, D. Arora, Anant Grover

引用次数: 0

An analysis of Blockchain-based IoT solutions to overcome current challenges 分析基于区块链的物联网解决方案，以克服当前的挑战

Proceedings of the 4th International Conference on Information Management & Machine Intelligence Pub Date : 2022-12-23 DOI: 10.1145/3590837.3590874

Ujwal Gupta, Ziya Javed, S. Zafar

引用次数: 0

Evapotranspiration Based Smart Irrigation System for Agriculture 基于蒸散发的农业智能灌溉系统

Proceedings of the 4th International Conference on Information Management & Machine Intelligence Pub Date : 2022-12-23 DOI: 10.1145/3590837.3590845

M. Kuveskar, P. Khandekar, Anuradha Bakare

{"title":"Evapotranspiration Based Smart Irrigation System for Agriculture","authors":"M. Kuveskar, P. Khandekar, Anuradha Bakare","doi":"10.1145/3590837.3590845","DOIUrl":"https://doi.org/10.1145/3590837.3590845","url":null,"abstract":"The water is most precious thing on the Earth. The agriculture sector is main user of available fresh water on the earth. We have to use water optimally and if crops are irrigated optimally then yield will be more. In the paper we have, implemented Evapotranspiration based Smart Irrigation System for Agriculture. The system is implemented using online weather parameters, data from moisture sensor and Raspberry pi. Estimation of crop water requirements (ETc) is one of the major parameter used in automated irrigation system. The prediction of Reference Evapotranspiration (ETo) is based on meteorological variables like temperature, humidity, daily sunshine hours, wind speed. By applying a crop coefficient (Kc) values from standard FAO document, we can estimate Crop Evapotranspiration (ETc) using estimated value of this ETo. In this paper, two standard methods are used as “Blanney Criddle method” and “Modified Penman method” to estimate value of reference Evapotranspiration ETo). We have implemented system to determine reference evapotranspiration (ETo) and crop Evapotranspiration (ETc) for Wheat Kharif crop for Pune region. The system is implemented using online weather parameters, data form moisture sensor and Raspberry pi. The data from moisture sensor and crop water requirement (ETc) is used to estimate actual need of irrigation for selected crop and water pump will be automatically ON/ OFF.","PeriodicalId":112926,"journal":{"name":"Proceedings of the 4th International Conference on Information Management & Machine Intelligence","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121253019","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

Deep Convolution Neural Network-Based Analysis of Tomato Plant Leaves 基于深度卷积神经网络的番茄叶片分析

Proceedings of the 4th International Conference on Information Management & Machine Intelligence Pub Date : 2022-12-23 DOI: 10.1145/3590837.3590952

Kabir Swami, Anirudhi Thanvi, Nakul Joshi, S. Jangir, Dinesh Goyal

引用次数: 0

Cloud Secure Storage Mechanism Based on Data Dispersion and Encryption 基于数据分散和加密的云安全存储机制

Proceedings of the 4th International Conference on Information Management & Machine Intelligence Pub Date : 2022-12-23 DOI: 10.1145/3590837.3590942

E. V, S. M. Florence

{"title":"Cloud Secure Storage Mechanism Based on Data Dispersion and Encryption","authors":"E. V, S. M. Florence","doi":"10.1145/3590837.3590942","DOIUrl":"https://doi.org/10.1145/3590837.3590942","url":null,"abstract":"The widespread use and significant capability of the cloud storage service have demonstrated how important it is to the quick growth of cloud computing. However, there are still important security incidents that happen as a result of management negligence and malicious attack, resulting in the release of sizable amounts of sensitive data in the cloud storage tier. This paper proposes a CSSM, or secure cloud storage mechanism, to guarantee the confidentiality of data saved in the cloud. A technique to prevent data leakage at the storage layer was added by CSSM. Encrypted, scattered, and distributed storage is carried out via data dispersion and dispersed storage. In order to avoid the leaking of cryptographic materials, CSSM also adopted a hierarchical management strategy and coupled the user password with the exchange of secrets. The experimental findings suggest that the suggested mechanism. It can store a lot of cloud data efficiently without adding a lot of overhead, making it excellent for protecting data security in the storage layer against leaking. Users find it acceptable that it only takes 646 seconds to upload or download a 5G-size file with CSSM.","PeriodicalId":112926,"journal":{"name":"Proceedings of the 4th International Conference on Information Management & Machine Intelligence","volume":"48 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114889008","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

Evolving Roles and Implications of Technology Enabled by 5 G in Various Industries 5g技术在各行业中的作用和影响

Proceedings of the 4th International Conference on Information Management & Machine Intelligence Pub Date : 2022-12-23 DOI: 10.1145/3590837.3590862

T. Garg, Heemika Sharma, Ruchi Goyal

引用次数: 0

A Survey on Various Approaches Used in Named Entity Recognition for Indian Languages 印度语言命名实体识别方法综述

Proceedings of the 4th International Conference on Information Management & Machine Intelligence Pub Date : 2022-12-23 DOI: 10.1145/3590837.3590892

Rekha Vijayvergia, Bharti Nathani, Nisheeth Joshi, Rekha Jain

{"title":"A Survey on Various Approaches Used in Named Entity Recognition for Indian Languages","authors":"Rekha Vijayvergia, Bharti Nathani, Nisheeth Joshi, Rekha Jain","doi":"10.1145/3590837.3590892","DOIUrl":"https://doi.org/10.1145/3590837.3590892","url":null,"abstract":"Named Entity Recognition (NER)” is a application of Artificial Intelligence , Machine Learning and “Natural Language Processing (NLP”).In NER, various classes of Named entity such as name of a person , an organization name, name of location, name of designation etc., are find out which is required in many NLP activities like question-answering system ,machine translation, artificial intelligence, summarization of documents, academics, robotics, Bioinformatics etc. Mostly NER task was evident for foreign languages but for Indian constitutional languages, due to some challenges present for example scarcity of resources, ambiguity present in languages, morphologically rich behavior of languages etc. ,NER work has been done for few of languages. In our paper, we presented several challenges available in NER for Indian languages and compared them by measuring various standard evaluation metric values like precision, recall and F-measure. In future extension, we would develop a efficient system, which would be more accurate, and which will cater many more Named Entity tags than existing systems ,for Indian languages NER tools.","PeriodicalId":112926,"journal":{"name":"Proceedings of the 4th International Conference on Information Management & Machine Intelligence","volume":"44 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125366038","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

Ore Grade Estimation in Mining Industry from petro-physical data using neural networks 利用神经网络从岩石物性数据估计矿山矿石品位

Proceedings of the 4th International Conference on Information Management & Machine Intelligence Pub Date : 2022-12-23 DOI: 10.1145/3590837.3590954

Gaurav Nagpal, Singh Shrikant Ramesh, Naga Vamsi Krishna Jasti, Ankita Nagpal, G. Sharma

引用次数: 0

Design of Artificial Intelligence Enabled Game Engine 基于人工智能的游戏引擎设计

Proceedings of the 4th International Conference on Information Management & Machine Intelligence Pub Date : 2022-12-23 DOI: 10.1145/3590837.3590936

Dr. Aarti Chugh, Dr. Charu Jain, Dr. Anil Kumar

{"title":"Design of Artificial Intelligence Enabled Game Engine","authors":"Dr. Aarti Chugh, Dr. Charu Jain, Dr. Anil Kumar","doi":"10.1145/3590837.3590936","DOIUrl":"https://doi.org/10.1145/3590837.3590936","url":null,"abstract":"Game engines are primarily designed for the development of video games but can also be used as rendering engines for 2D and 3D graphics. They include all relevant libraries and supported programs. Developers can use them to construct games for game consoles and other types of computer softwares. They also aid in the porting of games to multiple platforms. Developers look for platforms which are easily available and provide facilities to create impressive, interesting and animated games. But these software are difficult to run on everyday machines, especially laptops, limiting their use to professionals with dedicated systems. This paper discusses design of new game engine with all the standard features of a rendering engine. The artificial intelligence (AI) aspect of the engine requires rendering of visual data at a lower resolution to improve performance and then using trained Deep Networks to upscale the image to the native resolution of the user's monitor. The AI will ensure that upscaling will be adding detail rather than averaging the nearby pixels. CCS CONCEPTS • Software and its engineering • Software creation and management • Designing software • Software implementation planning • Software design techniques","PeriodicalId":112926,"journal":{"name":"Proceedings of the 4th International Conference on Information Management & Machine Intelligence","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122772358","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