SMART DIARY: Autonomous System for Daily Diary Creation and Prioritization of Daily Activities for Improved Well-Being Using Neural Networks and Machine Learning

S.F.M. Abraar, D.T. Thuduhenage, V. Balasubramaniyam, S. Mohanraj, G. Wimalaratne, S. Rajapaksha
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Abstract

In the present world, the IT (Information Technology) industry is so advanced that it has opened many opportunities to communities with numerous roles. Even though the industry is growing day by day and providing more opportunities, it has had serious effects on human well-being. If a person fails to control the demands of work or study, such as tasks with higher complexity, an unmanageable workload, pressure, enduring conflicts within the team, and other physical and emotional demands, it could lead that person to exhaustion, anxiety, and stress. Such factors can affect the health of a person in an extremely negative way. The proposed topic “Smart Diary: Auto generation of diary and Prioritization of Daily Activities for Improved Well-Being” is a solution for people with uncontrolled job demands and busy work schedules. This helps to keep track of day-to-day life activities and review them to make better plans for the future. It also helps the user prioritize their daily tasks and provides suggestions for people who are stressed and showcasing negative emotions based on text analysis.
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智能日记:使用神经网络和机器学习的日常日记创建和日常活动优先级的自主系统
在当今世界,IT(信息技术)行业是如此先进,它为具有多种角色的社区提供了许多机会。尽管这个行业日益发展,提供了更多的机会,但它对人类的福祉产生了严重的影响。如果一个人无法控制工作或学习的需求,例如更高复杂性的任务,难以管理的工作量,压力,团队内部持久的冲突以及其他身体和情感需求,这可能会导致该人疲惫,焦虑和压力。这些因素会以极其消极的方式影响一个人的健康。提出的主题“智能日记:自动生成日记和日常活动的优先级,以提高幸福感”是一个解决方案,为人们不受控制的工作需求和繁忙的工作日程。这有助于跟踪日常生活活动,并回顾它们,为未来制定更好的计划。它还可以帮助用户优先处理日常任务,并根据文本分析为压力大、表现出负面情绪的人提供建议。
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