S. Ghavami, M. Asadpour, J. Hatami, Mohammad Mahdavi
{"title":"Facebook 用户的 \"喜欢 \"行为可揭示个性","authors":"S. Ghavami, M. Asadpour, J. Hatami, Mohammad Mahdavi","doi":"10.1109/IKT.2015.7288797","DOIUrl":null,"url":null,"abstract":"Personality is an important factor that affects human's behavior. In recent years attraction towards online social networks has increased tremendously.Due to its unique features social networks are very suitable platforms for psychological analysis. By investigating 65 facebook users which participated in this research, correlation between personality traits and user liking behavior was observed. Classification algorithms were applied to classify personality traits based on user liking activity. Among classifiers, the SVM classifier outperforms other classifiers in most traits.","PeriodicalId":338953,"journal":{"name":"2015 7th Conference on Information and Knowledge Technology (IKT)","volume":"202 1-4","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2015-05-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"10","resultStr":"{\"title\":\"Facebook user's like behavior can reveal personality\",\"authors\":\"S. Ghavami, M. Asadpour, J. Hatami, Mohammad Mahdavi\",\"doi\":\"10.1109/IKT.2015.7288797\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Personality is an important factor that affects human's behavior. In recent years attraction towards online social networks has increased tremendously.Due to its unique features social networks are very suitable platforms for psychological analysis. By investigating 65 facebook users which participated in this research, correlation between personality traits and user liking behavior was observed. Classification algorithms were applied to classify personality traits based on user liking activity. Among classifiers, the SVM classifier outperforms other classifiers in most traits.\",\"PeriodicalId\":338953,\"journal\":{\"name\":\"2015 7th Conference on Information and Knowledge Technology (IKT)\",\"volume\":\"202 1-4\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2015-05-26\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"10\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2015 7th Conference on Information and Knowledge Technology (IKT)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/IKT.2015.7288797\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2015 7th Conference on Information and Knowledge Technology (IKT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IKT.2015.7288797","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Facebook user's like behavior can reveal personality
Personality is an important factor that affects human's behavior. In recent years attraction towards online social networks has increased tremendously.Due to its unique features social networks are very suitable platforms for psychological analysis. By investigating 65 facebook users which participated in this research, correlation between personality traits and user liking behavior was observed. Classification algorithms were applied to classify personality traits based on user liking activity. Among classifiers, the SVM classifier outperforms other classifiers in most traits.
求助内容：
应助结果提醒方式：
京公网安备 11010802042870号
