{"title":"基于机器学习和深度学习技术的自杀意念检测研究进展","authors":"Tanya Bhardwaj, Paridhi Gupta, Akshita Goyal, Akanksha Nagpal, Vivekanand Jha","doi":"10.1109/aiiot54504.2022.9817373","DOIUrl":null,"url":null,"abstract":"In recent years, the number of deaths due to suicide has increased. Suicide is becoming one of the major causes of death across the whole world. This has led to an alarming situation as it is endangering the human life. A lot of studies have been done to find the reason behind such suicides and its prevention. The literature has suggested that the detection of suicide thoughts at an early stage can help to rescue the life of people. The idea of early detection has led various researchers to carry out research in this direction. Many such studies have used machine learning and deep learning models to predict the idea of suicide. So, this paper reviews the existing study that has been performed towards detection of suicidal thoughts using machine learning and deep learning techniques.","PeriodicalId":409264,"journal":{"name":"2022 IEEE World AI IoT Congress (AIIoT)","volume":"104 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-06-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"A Review on Suicidal Ideation Detection Based on Machine Learning and Deep Learning Techniques\",\"authors\":\"Tanya Bhardwaj, Paridhi Gupta, Akshita Goyal, Akanksha Nagpal, Vivekanand Jha\",\"doi\":\"10.1109/aiiot54504.2022.9817373\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In recent years, the number of deaths due to suicide has increased. Suicide is becoming one of the major causes of death across the whole world. This has led to an alarming situation as it is endangering the human life. A lot of studies have been done to find the reason behind such suicides and its prevention. The literature has suggested that the detection of suicide thoughts at an early stage can help to rescue the life of people. The idea of early detection has led various researchers to carry out research in this direction. Many such studies have used machine learning and deep learning models to predict the idea of suicide. So, this paper reviews the existing study that has been performed towards detection of suicidal thoughts using machine learning and deep learning techniques.\",\"PeriodicalId\":409264,\"journal\":{\"name\":\"2022 IEEE World AI IoT Congress (AIIoT)\",\"volume\":\"104 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-06-06\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 IEEE World AI IoT Congress (AIIoT)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/aiiot54504.2022.9817373\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 IEEE World AI IoT Congress (AIIoT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/aiiot54504.2022.9817373","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
A Review on Suicidal Ideation Detection Based on Machine Learning and Deep Learning Techniques
In recent years, the number of deaths due to suicide has increased. Suicide is becoming one of the major causes of death across the whole world. This has led to an alarming situation as it is endangering the human life. A lot of studies have been done to find the reason behind such suicides and its prevention. The literature has suggested that the detection of suicide thoughts at an early stage can help to rescue the life of people. The idea of early detection has led various researchers to carry out research in this direction. Many such studies have used machine learning and deep learning models to predict the idea of suicide. So, this paper reviews the existing study that has been performed towards detection of suicidal thoughts using machine learning and deep learning techniques.