2019 1st International Conference on Advances in Information Technology (ICAIT)最新文献

Traffic Analysis of WhatsApp Calls WhatsApp通话的流量分析

2019 1st International Conference on Advances in Information Technology (ICAIT) Pub Date : 2019-07-01 DOI: 10.1109/ICAIT47043.2019.8987315

C. Shubha, S. Sushma, K. Asha

引用次数: 3

Bone Cancer Detection Using K-Means Segmentation and Knn Classification 基于k -均值分割和Knn分类的骨癌检测

2019 1st International Conference on Advances in Information Technology (ICAIT) Pub Date : 2019-07-01 DOI: 10.1109/ICAIT47043.2019.8987328

Ranjitha M M, Taranath N L, A. N, C. K. Subbaraya

引用次数: 8

Age Estimation of Person Based on Face Features 基于人脸特征的人年龄估计

2019 1st International Conference on Advances in Information Technology (ICAIT) Pub Date : 2019-07-01 DOI: 10.1109/ICAIT47043.2019.8987323

S. Hatture, Ashwini Gouripur

引用次数: 0

Online Product Review Classification 在线产品评论分类

2019 1st International Conference on Advances in Information Technology (ICAIT) Pub Date : 2019-07-01 DOI: 10.1109/ICAIT47043.2019.8987268

Fattesingh Rane, Gaurish Kauthankar, Akhil Naik, Sulaxan Gawas

{"title":"Online Product Review Classification","authors":"Fattesingh Rane, Gaurish Kauthankar, Akhil Naik, Sulaxan Gawas","doi":"10.1109/ICAIT47043.2019.8987268","DOIUrl":"https://doi.org/10.1109/ICAIT47043.2019.8987268","url":null,"abstract":"Reviews are the most important part that people look upon while purchasing a product online. The problem in existing system is sometimes the user review and the rating mismatch each other. This happens when the user forgets to update either review or rating when the user updates the review or while providing a new rating for the product, the user might randomly put some wrong rating or undesired rating.The main aim of this project is to tell the user whether a product is good or bad based on the reviews provided by other users and to provide a better rating for the product by analyzing sentiment. To classify the reviews into good or bad, the system uses two machine learning algorithms KNN and Naïve Bayes classification algorithms and to stem the review porter stemmer algorithm is used and to compute new rating system uses rule-based extraction method. K Nearest Neighbor will select the nearest neighbor class to the test review and classify the review into two classes that is either class = good or class = bad, whereas the Naïve Bayes algorithm uses a probabilistic approach to classify the product into good or bad by selecting the highest probability class label.","PeriodicalId":221994,"journal":{"name":"2019 1st International Conference on Advances in Information Technology (ICAIT)","volume":"176 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114199999","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

Agro-Guardian: A Framework For Smart Agriculture 农业守护者:智慧农业框架

2019 1st International Conference on Advances in Information Technology (ICAIT) Pub Date : 2019-07-01 DOI: 10.1109/ICAIT47043.2019.8987288

S. Hatture, Susen P. Naik

{"title":"Agro-Guardian: A Framework For Smart Agriculture","authors":"S. Hatture, Susen P. Naik","doi":"10.1109/ICAIT47043.2019.8987288","DOIUrl":"https://doi.org/10.1109/ICAIT47043.2019.8987288","url":null,"abstract":"Agriculture is the backbone of the country. About 70% percentage of India population belongs to agriculture family. Due to the digital India programme, agricultural applications have direct impact on the agricultural sectors. The way people go for buying the agricultural products is tedious. Often buyers or customers have to travel distant places to buy agricultural products and sometimes even the right quality is not ensured. Besides, farming is the main or primary occupation in India. Farmers are usually deceiveed by the middleman in today’s market which leads to scarcity of grains. Fruits markets are subject of opportunity and it is important to the suppliers to identify the quality of fruits based on the ripeness level of fruits before selling out in market, in-order to get higher level of profit. The main objective of this work is to help farmers. An android application in native or regional language of the farmer to help the jobless farmers to find agriculture based jobs suitable to their skill set and receive investments from various investors across the country. Further to find investment for the needy farmers and create suitable agricultural employment for jobless farmers so that there is an increase in the progress in the field of agriculture. The prposed work of an android application is also facilitate the farmers with advanced equipments for performing various agricultural tasks, obtain the land on lease and it helps buying and selling agricultural products using a computerized approach, provide the scheme available to farmer and to determine various stages of ripeness of fruit. The application is simple and easy to use by the farmers and accumulate several agri based information at single place in multilingual applications.","PeriodicalId":221994,"journal":{"name":"2019 1st International Conference on Advances in Information Technology (ICAIT)","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127734316","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: 2

A Survey on Chat-Bot system for Agriculture Domain 农业领域聊天机器人系统研究综述

2019 1st International Conference on Advances in Information Technology (ICAIT) Pub Date : 2019-07-01 DOI: 10.1109/ICAIT47043.2019.8987429

P. Niranjan, V. Rajpurohit, Rasika Malgi

引用次数: 11

Noise Cancellation and Noise Reduction Techniques: A Review 噪声消除与降噪技术综述

2019 1st International Conference on Advances in Information Technology (ICAIT) Pub Date : 2019-07-01 DOI: 10.1109/ICAIT47043.2019.8987262

Shraddha C, Chayadevi M L, M. Anusuya

引用次数: 4

Voice Assistant and Facial Analysis based approach to Screen Test Clinical Depression 基于语音助手和面部分析的临床抑郁症筛查方法

2019 1st International Conference on Advances in Information Technology (ICAIT) Pub Date : 2019-07-01 DOI: 10.1109/ICAIT47043.2019.8987301

Pragna Mallikarjuna Swamy, Prithviraj Janardhan Kurapothula, Sachin Venkatesha Murthy, S. Harini, Rachana Ravikumar, Karthik Kashyap

{"title":"Voice Assistant and Facial Analysis based approach to Screen Test Clinical Depression","authors":"Pragna Mallikarjuna Swamy, Prithviraj Janardhan Kurapothula, Sachin Venkatesha Murthy, S. Harini, Rachana Ravikumar, Karthik Kashyap","doi":"10.1109/ICAIT47043.2019.8987301","DOIUrl":"https://doi.org/10.1109/ICAIT47043.2019.8987301","url":null,"abstract":"Depression is a medical condition that is characterized by persistent sadness, loss of interest in doing regular activities, feelings of guilt or low self-worth. It causes disturbed sleep, loss of appetite, poor concentration and an inability to work and interact. Depression is a major issue that needs to be looked into, which can otherwise lead to extreme steps such as suicide. Developing tools to aid automatic depression assessment is expected to enhance the overall health outcomes. This platform helps in detecting signs of depression, without requiring the physical presence of mental health professional. The goal of this project is to screen depression using image processing and voice assistant, which will lead to an effective system that assists psychiatrists. In this work, we automate the task of screening depression by making use of two primary aspects, namely physical signs of depression and linguistic features. The Screening process is carried out using the Patient Health Questionnaire-9 (PHQ-9) screening test. The user is categorized into one of the 5 categories based on the score: none, mild, moderate, moderately severe and Severe. Finally, based on categorization we propose a Treatment Action.","PeriodicalId":221994,"journal":{"name":"2019 1st International Conference on Advances in Information Technology (ICAIT)","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124397634","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: 3

Computational linguistic prosody rule-based unified technique for automatic metadata generation for Hindi poetry 基于计算语言韵律规则的印地语诗歌元数据自动生成统一技术

2019 1st International Conference on Advances in Information Technology (ICAIT) Pub Date : 2019-07-01 DOI: 10.1109/ICAIT47043.2019.8987239

Milind Kumar Audichya, Jatinderkumar R. Saini

{"title":"Computational linguistic prosody rule-based unified technique for automatic metadata generation for Hindi poetry","authors":"Milind Kumar Audichya, Jatinderkumar R. Saini","doi":"10.1109/ICAIT47043.2019.8987239","DOIUrl":"https://doi.org/10.1109/ICAIT47043.2019.8987239","url":null,"abstract":"Metadata generation for the poems based on the unified rules is very complex from the viewpoint of computational linguistics. This is more tedious when it comes to Hindi poems. Prosody or ‘Chhand’ as it is called in the Hindi language consists of several sets of rules and which are used while construction of a Hindi poem. Currently, no such metadata generator or technique is in existence which can generate the metadata of Hindi poetry based on the prosody or any other Hindi grammatical rule. In this research paper, we are trying to wrap up all the difficulties with respect to the metadata generator based on ‘Chhands’, Types of ‘Chhands’, Parts of ‘Chhands’, Classification of ‘Chhands’. Along with this paper majorly focuses on the unified-rule based technique for the generation of metadata based on the different set of rules of prosody. On 3026 different UTF-8 based inputs of poems, part of poems, stories, etc., We were able to achieve 98.09% accuracy with the implementation of this unified-rule based technique of metadata generation, rest 1.91% failure was mostly due to input data related issue.","PeriodicalId":221994,"journal":{"name":"2019 1st International Conference on Advances in Information Technology (ICAIT)","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123960768","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: 10

Shadow based Time Prediction in Video Sequences using Hough Transform 基于阴影的Hough变换视频序列时间预测

2019 1st International Conference on Advances in Information Technology (ICAIT) Pub Date : 2019-07-01 DOI: 10.1109/ICAIT47043.2019.8987363

R. Sathyabhama, Vivekānanda, M. R. Sunitha, T. Kavya

引用次数: 1