Md. Imran Hossain Showrov, Md. Abdullah Al Awal, Sadia Sazzad
{"title":"基于Facebook片段的用户特征识别","authors":"Md. Imran Hossain Showrov, Md. Abdullah Al Awal, Sadia Sazzad","doi":"10.1109/ICACCE46606.2019.9079976","DOIUrl":null,"url":null,"abstract":"Is there lying any actual difference in their posts between men and women or people of different religion or age? Today it is very important to know whether a text is written by male or female or is it possible to identify a person's gender by using their writing. Several works described a lot of differences between men and women and people of different religion. Besides, it is proved that there is actually linguistics, psychological and sociological difference between men and women or the difference between people of different religion. In this paper, we have find out the dissimilarities between different users by using several text classification algorithms, analyze the performance of these algorithms and reports their results on Facebook posts and comments.","PeriodicalId":317123,"journal":{"name":"2019 International Conference on Advances in Computing and Communication Engineering (ICACCE)","volume":"48 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":"{\"title\":\"Identification of Users Feature Based on Facebook Snippets\",\"authors\":\"Md. Imran Hossain Showrov, Md. Abdullah Al Awal, Sadia Sazzad\",\"doi\":\"10.1109/ICACCE46606.2019.9079976\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Is there lying any actual difference in their posts between men and women or people of different religion or age? Today it is very important to know whether a text is written by male or female or is it possible to identify a person's gender by using their writing. Several works described a lot of differences between men and women and people of different religion. Besides, it is proved that there is actually linguistics, psychological and sociological difference between men and women or the difference between people of different religion. In this paper, we have find out the dissimilarities between different users by using several text classification algorithms, analyze the performance of these algorithms and reports their results on Facebook posts and comments.\",\"PeriodicalId\":317123,\"journal\":{\"name\":\"2019 International Conference on Advances in Computing and Communication Engineering (ICACCE)\",\"volume\":\"48 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-04-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"3\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2019 International Conference on Advances in Computing and Communication Engineering (ICACCE)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICACCE46606.2019.9079976\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 International Conference on Advances in Computing and Communication Engineering (ICACCE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICACCE46606.2019.9079976","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Identification of Users Feature Based on Facebook Snippets
Is there lying any actual difference in their posts between men and women or people of different religion or age? Today it is very important to know whether a text is written by male or female or is it possible to identify a person's gender by using their writing. Several works described a lot of differences between men and women and people of different religion. Besides, it is proved that there is actually linguistics, psychological and sociological difference between men and women or the difference between people of different religion. In this paper, we have find out the dissimilarities between different users by using several text classification algorithms, analyze the performance of these algorithms and reports their results on Facebook posts and comments.