2022 IEEE Bombay Section Signature Conference (IBSSC)最新文献_第3页

Gradient Boosting Approach for Sentiment Analysis for Job Recommendation and Candidate Profiling 面向职位推荐和候选人分析的梯度增强情感分析方法

2022 IEEE Bombay Section Signature Conference (IBSSC) Pub Date : 2022-12-08 DOI: 10.1109/IBSSC56953.2022.10037443

Swapnil Singh, D. Krishnan, Pranit Sehgal, Harshit Sharma, Tarun Surani, Jay P. Singh

引用次数: 0

Design and Development of Drone 无人机的设计与开发

2022 IEEE Bombay Section Signature Conference (IBSSC) Pub Date : 2022-12-08 DOI: 10.1109/IBSSC56953.2022.10037366

N. Krishnan, Manav Tp, A. N. Geethanjali, Dinesh Kumar, N. Seenu, G. Balaji

引用次数: 1

A Novel Method in Procedural Maze Generation 程序迷宫生成的一种新方法

2022 IEEE Bombay Section Signature Conference (IBSSC) Pub Date : 2022-12-08 DOI: 10.1109/IBSSC56953.2022.10037297

Akash Ajith, S. Babu, Sangeeth K, S. K, Manoj V. Thomas

{"title":"A Novel Method in Procedural Maze Generation","authors":"Akash Ajith, S. Babu, Sangeeth K, S. K, Manoj V. Thomas","doi":"10.1109/IBSSC56953.2022.10037297","DOIUrl":"https://doi.org/10.1109/IBSSC56953.2022.10037297","url":null,"abstract":"The concept of procedural content generation (PCG) in game development has existed for a long time. It is used in games for the generation of unique content which help in making the game re-playable. Procedural content generation can be used in almost all game design areas. From level generation to creating a storyline for the game, the use of PCG helps in decreasing the overall time required to design an interesting game. The only problem with PCG is that it is hard to implement and optimize. This document consists of an algorithm that works on a type of recursion and the concept of snappable meshes. This is done using prefabs and other features that are available in Unity Engine[6]. All the methods mentioned in this document are done using Unity Engine. Unity Engine is one of many famous game engines that are available online. The algorithm mentioned helps in creating a procedural maze. The game levels are generated dynamically, allowing the player to experience new levels and avoid repetition of the same levels as in traditional games. The algorithm and its implementation in Unity Engine are explained in detail. How the meshes are spawned and placed dynamically to generate a level is also discussed.","PeriodicalId":426897,"journal":{"name":"2022 IEEE Bombay Section Signature Conference (IBSSC)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128412680","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

Variables identification for Students Performance Prediction 学生成绩预测的变量识别

2022 IEEE Bombay Section Signature Conference (IBSSC) Pub Date : 2022-12-08 DOI: 10.1109/IBSSC56953.2022.10037560

Vandana Bharadi, Satya Prakash Awasthi

引用次数: 0

Fuzzy Expert System for Acidification and Deacidification Process in Red Wine Grape Juice 红酒葡萄汁酸化与脱酸过程模糊专家系统

2022 IEEE Bombay Section Signature Conference (IBSSC) Pub Date : 2022-12-08 DOI: 10.1109/IBSSC56953.2022.10037276

Pratik. B. Kamble, B. Jadhav

{"title":"Fuzzy Expert System for Acidification and Deacidification Process in Red Wine Grape Juice","authors":"Pratik. B. Kamble, B. Jadhav","doi":"10.1109/IBSSC56953.2022.10037276","DOIUrl":"https://doi.org/10.1109/IBSSC56953.2022.10037276","url":null,"abstract":"The fermentation process is one of the most important processes in wine making. A certain amount of ratio of chemical compounds in red wine grape juice provides good quality wine. Acidifying and deacidifying grapes juice process is very complicated and non-linear, and ambiguous. Before starting the fermentation process the optimum balance of acid and pH is necessary. The purpose of this study is to develop a fuzzy expert system, this system can easily manipulate how much amount of acid or carbonates are required in red wine grape juice which saves time and gives good quality to the wine. A fuzzy interference system is used, if the acid level is low i.e. below 5 g/L then the acidification process will be carried out if the acid level is high i.e. above 8 g/L deacidification process will be carried out. A fuzzy rule base system handles uncertainty and gives a decision on acidifying and deacidifying processes. Domain expert takes trials of tartaric acid and pH values to get the optimum required amount of tartaric acid and carbonates value which is a time-consuming task. According to results, this system can easily manipulate how much amount of acid or carbonates are required in red wine grape juice which saves time and gives good quality to the wine.","PeriodicalId":426897,"journal":{"name":"2022 IEEE Bombay Section Signature Conference (IBSSC)","volume":"2014 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127436191","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

Citation Count Prediction Using Different Time Series Analysis Models 利用不同时间序列分析模型预测引文数量

2022 IEEE Bombay Section Signature Conference (IBSSC) Pub Date : 2022-12-08 DOI: 10.1109/IBSSC56953.2022.10037553

Priyam Porwal, M. Devare

{"title":"Citation Count Prediction Using Different Time Series Analysis Models","authors":"Priyam Porwal, M. Devare","doi":"10.1109/IBSSC56953.2022.10037553","DOIUrl":"https://doi.org/10.1109/IBSSC56953.2022.10037553","url":null,"abstract":"The paper helps to predict the future citation value of a fresh dataset of research papers by considering the past values of the citation count of paper using univariate time series analysis models and evaluating their performance through various evaluation metrics. It is important to predict future citation count as it helps to assess researcher's achievements, promotions, fund allocation, etc. This research is in addition to past research where for prediction, different parameters like content of paper, author details, venue impact etc. were considered. The real and original data for the dataset was extracted from the Google Scholar profile of top ranked authors. Three models of time series, Autoregressive Integrated moving average(ARIMA), Simple exponential smoothing (SES), and Holt winter's exponential Smoothing (HWES) are applied to observe the result variations. The models obtained error metric values for the complete dataset. All four-evaluation metrics were calculated. The best results for the predictions for citation count were obtained from the Simple exponential smoothing and Holt winter's exponential Smoothing models, whose values were almost the same for all evaluation metrics because of almost no change in formula. Among all fourerror metrics mentioned in the design, MASE gave sensible results, with almost all values being less than 1. The results showed similar graphs for both Simple exponential smoothing and Holt winter's exponential smoothing models for actual and predicted values of citation count as there is negligible difference in formula.","PeriodicalId":426897,"journal":{"name":"2022 IEEE Bombay Section Signature Conference (IBSSC)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114389496","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

Implementation of 5G Technology in Rural Education of India 5G技术在印度农村教育中的应用

2022 IEEE Bombay Section Signature Conference (IBSSC) Pub Date : 2022-12-08 DOI: 10.1109/IBSSC56953.2022.10037466

Unnati Agarwal, Pranjal Dave, Aarushi Tiwari, Vinit Upadhyay, M. Sankhe, Saurav Shrivastav

引用次数: 0

Non-contact detection of trench quality by UAV-LiDAR system 基于无人机-激光雷达系统的沟槽质量非接触检测

2022 IEEE Bombay Section Signature Conference (IBSSC) Pub Date : 2022-12-08 DOI: 10.1109/IBSSC56953.2022.10037436

W. Xiao, Heqing Li, Deying Liu, Yi Zuo, Weiren Zhu, Yuning Yin

{"title":"Non-contact detection of trench quality by UAV-LiDAR system","authors":"W. Xiao, Heqing Li, Deying Liu, Yi Zuo, Weiren Zhu, Yuning Yin","doi":"10.1109/IBSSC56953.2022.10037436","DOIUrl":"https://doi.org/10.1109/IBSSC56953.2022.10037436","url":null,"abstract":"In order to promote the innovation of agricultural science and technology and the development of smart agriculture, a non-contact trench quality inspection system, UAV-LiDAR, is developed in this paper. The system uses the unmanned aerial vehicle (UAV) as the mobile flight platform, which can realize the non-contact trench quality data acquisition and automatic evaluation of the trench quality by carrying LiDAR, IMU, router and microcomputer. First of all, point cloud data sets of different areas of the whole farmland were acquired by UAV-LiDAR. Secondly. according to the normal deviation matching algorithm, appropriate frames were chosen to match the point cloud data of furrows in different regions, and the point clouds of each region were registered to the unified coordinate system to obtain the complete point cloud data of the whole farmland furrows. In the endusing the poisson surface reconstruction to realize the reconstruction surface of the complete furrow point cloudmeasuring the trench surface width, trench bottom width and trench depth of the furrow. The experimental results showed that the method proposed in this paper can effectively detect the working performance of the ditching machine. Compared with the manual measurement results, the identification time reduced by $15sim 20$ minutes, and the detection efficiency and accuracy are improved by $50%sim 66.67%$ and $22.96% sim 29.37%$, respectively. It realizes the visual remote appraisal of the performance of the trench machine, and provides an intelligent appraisal means for the performance of agricultural machinery.","PeriodicalId":426897,"journal":{"name":"2022 IEEE Bombay Section Signature Conference (IBSSC)","volume":"111 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114590509","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

Securing Unmanned Aerial Vehicles by Encrypting MAVLink Protocol 通过加密MAVLink协议保护无人机

2022 IEEE Bombay Section Signature Conference (IBSSC) Pub Date : 2022-12-08 DOI: 10.1109/IBSSC56953.2022.10037546

Noshin Sabuwala, R. Daruwala

{"title":"Securing Unmanned Aerial Vehicles by Encrypting MAVLink Protocol","authors":"Noshin Sabuwala, R. Daruwala","doi":"10.1109/IBSSC56953.2022.10037546","DOIUrl":"https://doi.org/10.1109/IBSSC56953.2022.10037546","url":null,"abstract":"Unmanned Aerial Vehicles (UAVs) or drones and Ground Control Station (GCS) frequently use the lightweight Micro Air Vehicle Link (MAVLink) protocol for communication. It describes a series of communications sent back and forth between a GCS and a UAV. The communication provides data regarding the status of the UAV and orders for control sent by the GCS. However, the MAVLink protocol lacks security and is susceptible to several attacks, which poses serious risks to public safety. There is less research that offer remedies for this issue. To fill the gap, we talk about the security flaws in the MAVLink protocol in this paper and examine three security-integrated algorithms - ChaCha20, Encryption by Navid, and DMAV that researchers have proposed for MAVLink to protect the MAVLink messages that are sent back and forth between UAVs and GCSs. Using a simulated environment called Gazebo, a case study examines the methods used by the autopilot system, Ardupilot (a UAV), and QGroundControl (a GCS) to assess how well they perform in terms of packet transfer speed, memory utilisation, and CPU consumption. The results of the experiments demonstrate that ChaCha20 is more effective and performs better than other encryption algorithms. A resource-constrained drone's battery life and message secrecy can both be preserved by integrating ChaCha20 into MAVLink. This can be done without degrading MAVLink's performance and while using similar memory and CPU.","PeriodicalId":426897,"journal":{"name":"2022 IEEE Bombay Section Signature Conference (IBSSC)","volume":"37 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115414661","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

Bitland-A Decentralized Commercial Real Estate Platform bitland -分散式商业地产平台

2022 IEEE Bombay Section Signature Conference (IBSSC) Pub Date : 2022-12-08 DOI: 10.1109/IBSSC56953.2022.10037494

Sakshi Sanjay Pande, Shrushti Mandolikar, Sanjay Shitole

引用次数: 0